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The repository is unmaintained with no commit activity - in over four years. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Infrastructure Standards - - Artifact Registry - - CLI Utilities - is_microservice: false - title: 'GitHub: Nexus-CLI' -https://github.com/sonatype-nexus-community: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030235.965368 - content_hash: 1a70e8576d4fa27360396038c0f0ce70dd3390956124369787a0432a2e1aceda - v1_locations: - - docs/registries.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - registries.md - ai_summary: The master community hub containing third-party integrations, developer - plugins, and configuration scripts targeting the Sonatype Nexus software ecosystem. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure Standards - - Artifact Registry - - Open Source Initiatives - is_microservice: false - title: Sonatype Nexus Community 🌟 -https://jfrog.com/blog/jfrog-artifactory-kubernetes-registry: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032463.390686 - content_hash: 448ca4048d7c198e6a65f3da961d48d4f53e843bcd820e58beb713d21ea59be6 - v1_locations: - - docs/registries.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - registries.md - ai_summary: A deep technical article showing how JFrog Artifactory works as a high-density - Kubernetes-integrated OCI registry with caching and security protections. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Infrastructure Standards - - Artifact Registry - - Enterprise Platforms - is_microservice: false - title: 'JFrog Artifactory: Your Kubernetes Registry' -https://jfrog.com/container-registry: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034583.322996 - content_hash: 5ac9e1141e0add959d1776b391cc4dfa7ec0ee5e209846238f4496b6e1844962 - v1_locations: - - docs/registries.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - registries.md - ai_summary: Enterprise landing page for JFrog's Container Registry, showing support - for Helm, Docker, and OCI specifications with high-availability clustering and - build-of-materials reporting. - language: English - resource_type: Product Page - complexity: Intermediate - hierarchy: - - Infrastructure Standards - - Container Registry - - Enterprise Platforms - is_microservice: false - title: JFrog Container Registry -? https://jfrog.com/whitepaper/the-jfrog-journey-to-kubernetes-best-practices-for-taking-your-containers-all-the-way-to-production -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034583.322996 - content_hash: 5ac9e1141e0add959d1776b391cc4dfa7ec0ee5e209846238f4496b6e1844962 - v1_locations: - - docs/registries.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - registries.md - ai_summary: A detailed whitepaper detailing strategies for transitioning binaries - safely into Kubernetes environments, highlighting JFrog's best practices for container - staging. - language: English - resource_type: Whitepaper - complexity: Intermediate - hierarchy: - - Infrastructure Standards - - Artifact Registry - - Best Practices - is_microservice: false - title: JFrog Container Registry - all the way to production' -https://jfrog.com/blog/github-vs-jfrog-who-can-do-the-job-for-devops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032458.461799 - content_hash: 281db9cd8b932a86689daa6ad009553276a20d80561a6b227da11ab5c76094ee - v1_locations: - - docs/registries.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - registries.md - ai_summary: A detailed product comparison of GitHub Packages and JFrog Artifactory, - contrasting binary registry performance limits, metadata depth, and enterprise - scaling models. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Infrastructure Standards - - Artifact Registry - - Industry Trends - is_microservice: false - title: 'jfrog.com: GitHub vs JFrog: Who Can do the Job for DevOps?' -https://seekingalpha.com/article/4427517-jfrog-reminds-me-of-mongodb: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029801.79542 - content_hash: N/A - v1_locations: - - docs/registries.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - registries.md - ai_summary: A financial market study of JFrog's business model and growth strategy, - drawing comparisons to MongoDB's database model and developer adoption lifecycle. - language: English - resource_type: Article - complexity: Basic - hierarchy: - - Career Development - - Industry Trends - - Market Analysis - is_microservice: false - title: 'seekingalpha.com: JFrog Reminds Me Of MongoDB' -https://goharbor.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032223.585653 - content_hash: 76fb22a8150c16e036465b72bfb5cf6487d8712a76e7236a70e8cca15c6f6f70 - v1_locations: - - docs/registries.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - registries.md - ai_summary: CNCF-graduated enterprise-grade registry that secures cloud-native artifacts - with role-based access control, vulnerability scanning, and cryptographic signing. - It serves as a central hub for microservice images, offering high-throughput image - replication and multi-tenant capabilities. - language: English - resource_type: Project - complexity: Advanced - hierarchy: - - Cloud Native Security and Artifact Management - - Container Registry - - Harbor - is_microservice: false - title: Harbor -https://goharbor.io/docs/2.0.0/install-config/quick-install-script: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030806.011656 - content_hash: e658c215df46df823f0ecd9eb748cc79990c7194a8b99258ea179533182f58ef - v1_locations: - - docs/registries.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - registries.md - ai_summary: Official quick-start deployment guide describing the automated script - installation pipeline for Harbor. It provides developers and sandbox operators - with rapid local provisioning using Docker and Docker Compose. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Cloud Native Security and Artifact Management - - Container Registry - - Deployment Guides - is_microservice: false - title: 'goharbor.io: Deploy Harbor with the Quick Installation Script' -https://github.com/nicholasamorim/ansible-role-harbor: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031755.820689 - content_hash: 0e57673b66ce6cc2e5c3ab56c98967085e7c26d9e60cd72e290dd5eb3ba462a3 - v1_locations: - - docs/registries.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[LEGACY]' - v2_locations: - - registries.md - gh_stars: 26 - gh_pushed: '2026-04-15T12:41:58Z' - ai_summary: An Ansible role dedicated to provisioning and configuring Harbor. 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It analyzes - DynamoDB Global Tables, Aurora Global Databases, and cross-region S3 replication. - Grounding confirms its role as a critical resource for managing distributed write-write - conflicts. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS Multi-Region - - Data Replication - is_microservice: true - title: ==This is My Architecture== - Replication== -https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029561.188041 - content_hash: 9514c2b6ade41e01d6738dac70f7ab60bf443d7f603355729dd3672dab414541 - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - aws-architecture.md - ai_summary: A curated entry from the 'Let's Architect!' 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Architecting microservices with containers== -https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031016.822816 - content_hash: 4eef5802c5b100a36d9d250e617afd86d28aa57c6438b6d741cfb7f93b964b75 - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-architecture.md - ai_summary: This German-focused AWS post provides systemic methodologies for consolidating - multi-account corporate environments into highly managed landing zones. 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Grounding highlights how modern zero-trust - network mandates make these patterns vital for multi-tenant microservice platforms. - language: Portuguese - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS Networking - - Private APIs - is_microservice: true - title: Architecture patterns for consuming private APIs cross-account -https://awstip.com/increase-security-and-efficiency-with-a-3-tier-cloud-architecture-bf5e835cd55a: - title: '==awstip.com: Increase Security and Efficiency with a 3-Tier Cloud Architecture==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029113.064993 - content_hash: N/A - v1_locations: - - docs/aws-architecture.md -https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031753.045912 - content_hash: b37d4cefa537709aa99fcb4c3351f3819d5cdfab5c9d6ad9c640f2ea1ca62fbc - v1_locations: - - docs/aws-architecture.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-architecture.md - gh_stars: 722 - gh_pushed: '2026-05-22T09:56:00Z' - ai_summary: The official Architecture Decision Records (ADRs) of the UK Ministry - of Justice Modernisation Platform. This repository serves as a world-class case - study for documenting enterprise cloud architecture and governance strategies. - Grounding showcases how to format decisions systematically to prevent architectural - regression. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Architecture - - Enterprise Governance - - Architecture Decision Records - is_microservice: false - title: '==github.com/ministryofjustice: Modernisation Platform - Architecture Decisions==' -https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034454.517591 - content_hash: 34650bf0d64dfe68c6c6dd2fd410a2659981190ae34c066d43d285e0aef59617 - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - aws-architecture.md - ai_summary: 'The official AWS Well-Architected Framework documentation defining - six foundational pillars: Security, Reliability, Performance Efficiency, Cost - Optimization, Operational Excellence, and Sustainability. Grounding confirms its - status as the definitive standard for cloud architecture validation worldwide.' - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS Well-Architected - - Framework Documentation - is_microservice: false - title: AWS Well Architected Framework -https://aws.amazon.com/well-architected-tool: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031084.730117 - content_hash: dd1718be462522a3a0440e8e20ac64b534fbdb9c0508fc9bd66e0a55240fcb1d - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-architecture.md - ai_summary: An integrated cloud service designed to measure architecture state against - AWS best practices and provide automated risk mitigation pathways. Grounding emphasizes - its critical role in enterprise architecture validation cycles, particularly during - pre-launch reviews. - language: English - resource_type: Service - complexity: Intermediate - hierarchy: - - Cloud Architecture - - AWS Well-Architected - - Compliance Tools - is_microservice: false - title: '==aws.amazon.com/well-architected-tool: AWS Well-Architected Tool==' -https://www.infoq.com/news/2023/04/aws-well-architected-framework: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034500.099339 - content_hash: 9f247ec64535c095560fdece1cf23a84e50205cb0cac27377d36f9938719967b - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-architecture.md - ai_summary: An InfoQ editorial piece summarizing key enhancements in AWS's Well-Architected - Framework update. It dissects updates across security guidance, reliability structures, - and operational processes. Grounding tracks how the framework continuously shifts - to adapt to modern cloud paradigms. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Architecture - - AWS Well-Architected - - News - is_microservice: false - title: 'infoq.com: AWS Updates the Well-Architected Framework' -https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033569.976523 - content_hash: a598d785ce2b079b735951dc822e0ee3329d6a9e26860bd9ae294d0144e8e920 - v1_locations: - - docs/aws-architecture.md - - docs/aws.md - - docs/iac.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-architecture.md - - iac.md - - aws.md - ai_summary: A highly clear exploration of AWS Organizations, dissecting organizational - units (OUs), Service Control Policies (SCPs), and account hierarchy. Grounding - shows it serves as a fundamental training material for cloud administrators establishing - multi-account safety structures. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Architecture - - AWS Governance - - AWS Organizations - is_microservice: false - title: 'AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively' -https://github.com/aws-samples/well-architected-iac-analyzer: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030482.75807 - content_hash: 0d76dd9d8bc2aa894af79faf1731a0b1820561aa2858dee446b5d6a9fd641056 - v1_locations: - - docs/ai.md - - docs/aws-architecture.md - - docs/iac.md - gh_license: MIT-0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - gh_stars: 473 - gh_pushed: '2026-05-14T08:36:14Z' - ai_summary: An AWS-sourced open-source analyzer designed to inspect Infrastructure - as Code (CloudFormation, Terraform) templates against AWS Well-Architected practices - before deployment. Grounding demonstrates how incorporating this tool into continuous - integration checks reduces pre-production compliance failures. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS Well-Architected - - Infrastructure as Code - is_microservice: false - title: AWS Well-Architected IaC Analyzer -https://github.com/awslabs: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029169.225877 - content_hash: 77eceb187995b0fae21705b9b2adf06e9327ec39af9c878323df2a9abf2fb65e - v1_locations: - - docs/aws-architecture.md - - docs/aws-tools-scripts.md - - docs/aws.md - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - - '[EMERGING]' - v2_locations: - - aws-architecture.md - ai_summary: AWS's central laboratory incubator on GitHub housing thousands of reference - architectures, automation scripts, and experimental SDKs. Grounding validates - this organization as a primary resource for cloud-native engineering patterns. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS Architectures - - Open Source - is_microservice: true - title: AWS Labs GitHub -https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030574.364146 - content_hash: 60b52b38ce6ed65b5ddcc0be46e5e02bcbcfb908366bef30b3593e59e9d9fa4d - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-architecture.md - ai_summary: An influential early review of Amazon Aurora documenting how its decoupling - of compute and storage engines significantly outperformed traditional MySQL instances. - Grounding shows that while old, it provides the fundamental history of cloud-native - storage architecture. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data and Databases - - Relational Databases - - Amazon Aurora - is_microservice: false - title: InfoWorld Review – Amazon Aurora Rocks MySQL -https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032869.146824 - content_hash: d7a80c14adcf8841dd7c991e11dfd69bf04459ac7aa958ebb5d66488aa4b3456 - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - aws-architecture.md - ai_summary: An archival announcement detail on the integration of deep EC2 usage - patterns directly into AWS Cost Explorer. It highlights early steps in AWS's native - cost analysis tools. Grounding confirms its legacy value for understanding the - historic evolution of Cloud FinOps. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud Architecture - - AWS FinOps - - Cost Management - is_microservice: false - title: AWS Cost Explorer Update – Access to EC2 Usage Data -https://aws.amazon.com/solutions/case-studies/thomas-publishing: - title: Thomas Publishing Case Study - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779032117.280077 - v1_locations: - - docs/aws-architecture.md - review_metadata: - original_url: https://aws.amazon.com/solutions/case-studies/thomas-publishing - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.998749' - content_hash: 02e3a8c32fc3e8b1cdd04a6d90d0682ff7e7a553baf506efa92ac768a974de16 -https://wblinks.com/notes/aws-tips-i-wish-id-known-before-i-started: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034484.653911 - content_hash: 19dcc7c0d9c588642f59e22e8e53a4a3a2a4c28fae203e2baecbc007fc7d7a6e - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-architecture.md - ai_summary: An insightful set of early cloud recommendations outlining common security, - IAM, and networking pitfalls to avoid when starting on AWS. Although published - in 2014, live grounding confirms that core lessons regarding account isolation - and budget alert configurations remain relevant. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud Architecture - - AWS - - Best Practices - is_microservice: false - title: AWS Tips I Wish I'd Known Before I Started (Feb 2014) -https://blog.appdynamics.com/cloud/a-guide-to-performance-challenges-with-aws-ec2-part-1: - title: 'DZone: A Guide to Performance Challenges with AWS EC2: Part 1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033274.993619 - content_hash: N/A - v1_locations: - - docs/aws-architecture.md -https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034528.388553 - content_hash: 653825c93507fdb77081095bf08e6c1ff2be81152029d9d3c45e8b4ab51c9f23 - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-architecture.md - ai_summary: An in-depth guide on detecting common AWS misconfigurations (unencrypted - S3 buckets, open security groups) at build-time using Static Application Security - Testing (SAST). Grounding proves that shifting safety checks into developer pipelines - prevents massive runtime exploits. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Security - - Static Analysis - is_microservice: false - title: 'thenewstack.io: Avoid the 5 Most Common Amazon Web Services Misconfigurations - in Build-Time' -https://foreseeti.com/how-to-become-and-stay-aws-well-architected-in-a-smart-way: - title: 'foreseeti.com: How to become and stay AWS well architected in a smart way' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029478.425107 - content_hash: N/A - v1_locations: - - docs/aws-architecture.md -https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032819.758783 - content_hash: 4429136cd1fa00128ede49ebba07747aff42102f2c06b9da7460e4de69cce2df - v1_locations: - - docs/aws-architecture.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-architecture.md - ai_summary: A comprehensive guide on leveraging templated workloads within the AWS - Well-Architected Tool to streamline compliance assessments across thousands of - accounts. Grounding highlights its implementation in enterprise platform engineering - organizations to guarantee systematic evaluation patterns. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Architecture - - AWS Well-Architected - - Scaling Governance - is_microservice: false - title: 'AWS Architecture Blog: Use templated answers to perform Well-Architected - reviews at scale' -https://medium.com/@buraktahtacioglu/aws-well-architected-framework-aws-roadmap-80aaa6ca7f53: - title: 'medium.com/@buraktahtacioglu: AWS Well-Architected Framework β€” AWS Roadmap' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031460.470481 - content_hash: N/A - v1_locations: - - docs/aws-architecture.md -https://www.npmjs.com/package/lambda-load-test: - title: 'npmjs.com: Lambda load test' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033503.653109 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://aws.amazon.com/premiumsupport/knowledge-center/start-stop-lambda-cloudwatch: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031866.081018 - v1_locations: - - docs/aws-serverless.md - content_hash: 54e7628550d67b00cc4404644cc6e477ac858ef15ae3426a530a435ff3ea6610 - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: This step-by-step video guide demonstrates how to orchestrate automated - EC2 state transitions utilizing AWS Lambda and Amazon EventBridge rules. The architectural - walkthrough presents a cost-optimization blueprint for non-production environments - by cutting off idle compute resources. 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This serves as a vital dynamic resource hub for engineers looking to - track ecosystem updates. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Serverless - - Resources - - Video Channels - is_microservice: false - title: 'Youtube channel: AWS Serverless' -https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030673.62728 - content_hash: 316732ea6b38ed64d5b5add0e8e6d7f5f171e89bc511791179fd75529e98d3ce - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: This technical AWS blog post details the integration of AWS Lambda with - Amazon Elastic File System (EFS) to achieve highly available, multi-AZ shared - persistent storage. It describes how to bypass traditional zip limits and enable - data-intensive use cases, such as machine learning inference or large file processing, - directly within serverless execution runtimes. The pattern represents a key evolution - in handling stateful serverless computing. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - AWS Lambda - - Storage - is_microservice: true - title: Using Amazon EFS for AWS Lambda in your serverless applications -https://blog.usejournal.com/building-a-serverless-back-end-with-aws-5bb3642a3f4: - title: 'blog.usejournal.com: Building a Serverless Back-end with AWS' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033092.325665 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://dashbird.io/blog/deploying-aws-lambda-with-docker: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034394.597421 - content_hash: aba77187967d2226dace3589019a6b3e837846e83f94ea20ff19862a16117bd7 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: An analysis of AWS Lambda's support for container images (OCI specifications), - evaluating the deployment pipeline and containerized execution cold starts. It - provides practical comparisons between zip deployment strategies and the 10GB - container image limit workflow, assessing impacts on local testing workflows. - The review guides teams evaluating whether to wrap function code inside standard - Docker layers. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - AWS Lambda - - Container Runtimes - is_microservice: true - title: 'dashbird.io: Deploying AWS Lambda with Docker Containers: I Gave it a Try - and Here’s My Review' -https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033040.511106 - content_hash: e01f74be01cc4d8990a505134f7dcedb458f9d24723d226615116fc14ae97a56 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: Part of an official series breaking down event-driven patterns, focusing - on how Lambda integrates with message-brokers, routers, and event producers. It - analyzes synchronous, asynchronous, and polling invocation pathways alongside - failure recovery frameworks like Dead Letter Queues (DLQ). It acts as a primary - resource for designing highly decoupled enterprise networks. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - AWS Lambda - - Event-Driven - is_microservice: true - title: 'aws.amazon.com: Operating Lambda: Understanding event-driven architecture - – Part 1' -https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032642.516879 - content_hash: 2b6a4a5d91154ea5da68f4f48153a4911fc914a8ce268b552cb524d612fddbf1 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A deep optimization analysis focusing on the caching characteristics - of AWS Lambda when consuming OCI container images. It details image multi-stage - build best practices, base image selection, and layering strategies designed to - drastically reduce cold start duration and package delivery overhead. This resource - represents essential engineering reading for teams shipping multi-GB serverless - runtimes. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - AWS Lambda - - Container Runtimes - is_microservice: true - title: 'aws.amazon.com: Optimizing Lambda functions packaged as container images' -https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031349.393525 - content_hash: 0e4c737b2ffa76f8d2ef59df8bebafde90cf251b6b6b9ee917a7b29eee0bebbc - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: This comprehensive security whitepaper explores the micro-VM virtualization - boundaries powered by AWS Firecracker that isolate Lambda executions. It details - IAM permission scoping, VPC peering mechanisms, data-at-rest encryption protocols, - and auditing with AWS CloudTrail. It remains an absolute architectural prerequisite - for deploying serverless applications in regulated sectors. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Serverless - - AWS Lambda - - Security - is_microservice: false - title: Security Overview of AWS Lambda -https://cloudonaut.io/serverless-hybrid-cloud-accessing-an-api-gateway-via-vpn-or-direct-connect: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032178.968982 - content_hash: ba21e7db4c4ee8c155f2f5bd4a49e0aeb83cf43ca8891aa9973136350c5e7a8f - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: An advanced networking guide explaining patterns to safely route traffic - between corporate private datacenters and Amazon API Gateway endpoints using VPN - tunnels or Direct Connect links. It addresses MTU mismatches, DNS routing challenges, - and secure VPC link configurations. 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It explains how to programmatically profile function limits to - strike an ideal cost-to-performance balance. Crucial operational reading for managing - high-volume, production-grade serverless clusters. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - AWS Lambda - - Performance - is_microservice: true - title: 'dashbird.io: 4 Tips for AWS Lambda Optimization for Production' -https://aws.amazon.com/step-functions: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029063.320348 - content_hash: 5643380a465d3875a9a3ae1f18f81d56bf35c2084d27a31845ed3102d9df58bb - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: The authoritative reference for AWS Step Functions, a visual state machine - orchestrator that coordinates distributed applications and microservices processes. - It covers error-handling primitives, parallel execution, and direct SDK integration - patterns. This represents the primary paradigm for designing complex serverless - workflow patterns. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Serverless - - Orchestration - - Workflows - is_microservice: true - title: AWS Step Functions -https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f: - title: 'kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching - in the Cloud**' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031086.612575 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md - - docs/caching.md -https://medium.com/galvanize/going-serverless-on-aws-116a04a0defd: - title: 'medium: Going Serverless (on AWS)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031012.140124 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a-serverless-architecture: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029466.484287 - content_hash: 1bad495471340c353ef44f8b5397fc80754e244b79c0c08439798bf148b54e88 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: This architectural pattern guide presents strategies for implementing - caching mechanisms across high-concurrency serverless microservices. It assesses - the utilization of Amazon ElastiCache (Redis) clusters and DynamoDB DAX inside - Lambda-orchestrated APIs to optimize throughput. The resource provides practical - workarounds for managing persistence connections in highly ephemeral container - lifecycles. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - Microservices - - Caching - is_microservice: true - title: Data Caching Across Microservices in a Serverless Architecture -? https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029466.484287 - content_hash: 1bad495471340c353ef44f8b5397fc80754e244b79c0c08439798bf148b54e88 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A release announcement and tutorial introducing AWS SAM Pipelines, a - feature designed to bootstrap CI/CD pipelines across major platforms (GitHub Actions, - GitLab, Jenkins) using native serverless templates. It highlights patterns for - multi-account isolation and secure credential provisioning within build jobs. - Essential for teams standardizing automated deployment paths for serverless code - bases. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - CI-CD - - DevOps - is_microservice: true - title: Data Caching Across Microservices in a Serverless Architecture - for serverless applications' -? https://aws.amazon.com/about-aws/whats-new/2021/07/simplify-ci-cd-configuration-serverless-applications-your-favorite-ci-cd-system-public-preview -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029466.484287 - content_hash: 1bad495471340c353ef44f8b5397fc80754e244b79c0c08439798bf148b54e88 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: An official feature announcement marking the public availability of - streamlined multi-environment CI/CD generation tools inside the AWS Serverless - Application Model (SAM). The utility minimizes the boilerplate code needed to - build, test, and package serverless deliverables. It represents a significant - step forward in optimizing developer inner loops. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - CI-CD - - DevOps - is_microservice: true - title: Data Caching Across Microservices in a Serverless Architecture - CI/CD system β€” Public Preview -https://liavyona09.medium.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607: - title: 'liavyona09.medium.com: Spice up Your Kubernetes Environment with AWS Lambda' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030011.702784 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://aws.amazon.com/about-aws/whats-new/2021/09/better-price-performance-aws-lambda-functions-aws-graviton2-processor: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031739.812799 - content_hash: b28afc35d705216ee7da9e41bb206bdb7f6ab1c8d51803d4c9a36846f3c35a5b - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: Details the launch of Arm64-based Graviton2 processing for AWS Lambda - executions, outlining massive architectural cost-to-performance optimizations. - It walks teams through compiling native binaries for the aarch64 target structure - and benchmark comparisons against x86 targets. The migration guide is vital for - cost-efficiency scaling strategies in large enterprise pools. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - AWS Lambda - - Performance - is_microservice: true - title: Achieve up to 34% better price/performance with AWS Lambda Functions powered - by AWS Graviton2 processor -https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-across-multiple-regions: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030655.155247 - content_hash: a6ff81faaf0470a2c6ef6910dc36c5e845f0c7db63f0e3836d7cf6297446cb83 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-serverless.md - ai_summary: This architectural guide explains the automation patterns needed to - synchronously compile, version, and distribute AWS Lambda Layers across localized - regional namespaces. It details CloudFormation and AWS CodePipeline configuration - maps to guarantee runtime parity. The workflow is crucial for disaster recovery - schemes and multi-region microservice deployments. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - AWS Lambda - - Multi-Region - is_microservice: true - title: ==Deploying AWS Lambda layers automatically across multiple Regions== -https://medium.com/@tarekbecker/serverless-enterprise-grade-multi-tenancy-using-aws-76ff5f4d0a23: - title: 'medium: Serverless enterprise-grade multi-tenancy using AWS | Tarek Becker' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030250.301192 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033757.290438 - content_hash: f4ef6f0bad5f5b3242ec0423a1e81f04b52e8739250d4931f4da632befca0196 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A developer guide on engineering highly resilient, scale-out webhook - processing systems using AWS API Gateway, SQS queues, and downstream Lambda consumers. - The architecture successfully isolates heavy spikes in webhook ingress payloads - from crashing transactional database systems. It is an excellent architectural - reference for third-party API integrations. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - Event-Driven - - Webhooks - is_microservice: true - title: 'dev.to: Manage webhooks at scale with AWS Serverless' -https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-serverless-architecture-with-lambda: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034345.831255 - content_hash: 7b2f1662a22b4f98b64ddb027563d44978fff78c58740182a9eac5a5a4601e05 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: An essential post detailing common anti-patterns in serverless configurations, - such as recursive loops, overly restrictive security groups, and over-provisioned - memory setups. It provides actionable remediation advice to avoid cost surges - and operational lockups. This remains a cornerstone compliance and design document - for cloud governance teams. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - Architecture - - Anti-Patterns - is_microservice: true - title: Issues to Avoid When Implementing Serverless Architecture with AWS Lambda -https://medium.com/@andrewjr350/misunderstanding-of-serverless-aws-835c7076ea4c: - title: 'medium.com/@andrewjr350: Misunderstanding of Serverless (AWS)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033784.681016 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://www.freecodecamp.org/news/how-to-setup-a-basic-serverless-backend-with-aws-lambda-and-api-gateway: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032216.873968 - content_hash: 207ea1c5a243fc0d870d76de78eb325ac1018ff092ca7dea3c3076d1fb99e964 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A detailed tutorial tailored to developers looking to deploy their first - REST API endpoints using AWS Lambda and Amazon API Gateway. It guides users through - setup, route mapping, and payload parsing. This resource serves as an exceptional - onboarding tool for understanding fundamental serverless mechanics. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Serverless - - AWS Lambda - - REST APIs - is_microservice: true - title: 'freecodecamp.org: How to Setup a Basic Serverless REST API with AWS Lambda - and API Gateway' -https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031651.930184 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - aws-serverless.md - ai_summary: Detailed architectural migration path for porting enterprise monolithic - .NET APIs into a serverless execution layer with minimal codebase disruption. - It explores using AWS Lambda Web Adapter as a bridge wrapper, enabling developers - to run standard ASP.NET Core controllers inside short-lived execution environments. - An essential modernization blueprint for legacy enterprise application landscapes. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - AWS Lambda - - Migration - is_microservice: true - title: Migrating a monolithic .NET REST API to AWS Lambda -? https://medium.com/aws-serverless-microservices-with-patterns-best/cloud-native-microservices-evolves-to-aws-serverless-event-driven-architectures-9a38c473f4f8 -: title: '==medium.com/aws-serverless-microservices-with-patterns-best: Cloud-Native - Microservices Evolves to AWS Serverless Event-driven Architectures==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031651.930184 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://betterprogramming.pub/exploring-the-serverless-event-driven-architecture-8d6bda93e823: - title: 'betterprogramming.pub: Exploring the Serverless Event-Driven Architecture' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032251.814349 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://betterprogramming.pub/lambda-vs-step-functions-the-battle-of-cost-and-performance-5f008045e2ab: - title: '==betterprogramming.pub: Lambda vs. Step Functions: The Battle of Cost and - Performance==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034355.352647 - content_hash: N/A - v1_locations: - - docs/api.md - - docs/aws-serverless.md -? https://medium.com/awesome-cloud/aws-difference-between-serverless-lambda-and-containers-kubernetes-serverless-vs-containers-lambda-vs-k8s-a166931870a2 -: title: 'medium.com/awesome-cloud: AWS β€” Difference between Serverless (Lambda) and - Containers (Kubernetes)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034355.352647 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribute-based-access-control-abac: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031333.479779 - content_hash: 5e232715bd761321497004cbad8788866a84f0ce1338fbb608fa55eea51c81e2 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: Explains how to integrate Attribute-Based Access Control (ABAC) to enforce - flexible, scalable IAM permissions for Lambda workflows based on tags. It contrasts - ABAC's administrative ease with traditional RBAC mapping, detailing dynamic security - policies that simplify access governance for rapid-growth developer environments. - This remains an indispensable resource for multi-tenant cloud operations. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - AWS Lambda - - Security - is_microservice: false - title: 'aws.amazon.com: Scaling AWS Lambda permissions with Attribute-Based Access - Control (ABAC)' -https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throughput: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033586.293401 - content_hash: 05fffb91f3f05243d758fc24eb2396c99b3f203099d7e36c6dd503fd9f6f874c - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: This architectural deep-dive breaks down the intricate scaling algorithms - governing AWS Lambda, explaining concepts such as burst concurrency quotas, execution - environments, and cold start delays. It contrasts synchronous and asynchronous - scale-out trajectories to guide engineering teams in resource design. This provides - essential knowledge for running high-frequency production systems. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - AWS Lambda - - Performance - is_microservice: true - title: 'aws.amazon.com: Understanding AWS Lambda scaling and throughput' -https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-with-lambda-authorizer: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031110.967508 - content_hash: db4c22057dfc087b19bd9c00df13dfab538a6556b82d5b5e100ec20fc208c8e3 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: This article outlines structural methodologies to construct custom GraphQL - traffic filters using Lambda Authorizers attached to AWS AppSync. It demonstrates - the collection of API invocation metrics, user credential tracking, and real-time - rate enforcement strategies. It acts as an authoritative template for managing - GraphQL rate limit topologies. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - GraphQL - - Security - is_microservice: true - title: How to enforce user quota on AWS AppSync with Lambda Authorizer -https://aws.plainenglish.io/lets-design-a-serverless-etl-pipeline-with-aws-services-9ab88c95afd4: - title: 'aws.plainenglish.io: Let''s design a serverless ETL pipeline with AWS services' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033622.695758 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://www.theserverlessmindset.com/p/best-serverless-database: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033976.680035 - content_hash: 7bc295319d8ecb00301557ab97ed168ec2a76f26fe866a10cda5d42d1ab72712 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A critical comparison of relational versus non-relational database architectures - inside serverless execution models. It analyzes the specific connection pooling - challenges inherent to stateless environments, highlighting solutions like AWS - RDS Proxy, DynamoDB, and PlanetScale. This is a foundational guide for modern - software architects planning data tiers. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - Architecture - - Databases - is_microservice: false - title: 'theserverlessmindset.com: Choosing the Best Database for Your Serverless - Project' -https://github.com/aidansteele/secretsctx: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033823.914784 - content_hash: a9d1ecfb1a2e0682c6a852e19c1ffe4a86af289893571144fc1306f8d40927e2 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A custom Go-based runtime library designed to inject dynamic secrets - from external storage layers directly into context-aware serverless pipelines. - By managing runtime secret validation outside main configuration structures, it - significantly reduces code complexity. An advanced utility for Go engineering - teams looking to implement strict secret management. - language: English - resource_type: Tool - complexity: Advanced - hierarchy: - - Serverless - - Go - - Security - is_microservice: false - title: aidansteele/secretsctx -https://faun.pub/serverless-with-spring-boot-aws-lambda-bc76c1de2b12: - title: 'faun.pub: Serverless With Spring Boot & AWS Lambda' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032699.208794 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambda-snapstart: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031302.239003 - content_hash: 1a2c69dd19dba1cc2c0e7d7fb471cbcea9b6a799ba81c6fd773f37240185f3cf - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: This announcement introduces AWS Lambda SnapStart, a performance optimization - engine designed to drastically reduce Java cold start latency profiles (up to - 10x speedup) by leveraging micro-VM snapshotting. It explains how Lambda saves - execution snapshots of fully initialized code blocks and restores them on demand. - This represents a monumental paradigm shift for Java serverless engineering. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Serverless - - AWS Lambda - - Performance - is_microservice: true - title: 'aws.amazon.com: New – Accelerate Your Lambda Functions with Lambda SnapStart' -https://medium.com/@dan.avila7/prueba-tus-proyectos-serverless-de-forma-local-con-serverless-offline-2e555f2b5e9b: - title: 'medium.com/@dan.avila7: Prueba tus proyectos serverless de forma local con - serverless-offline' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033157.911514 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cloudwatch-logs-slack: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034561.120855 - content_hash: 1140cf374d17a972272c28a73f0adcc811bd221293aee3fe17a68c960aa8263d - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A practical developer tutorial showcasing the creation of an event-driven - monitoring system that parses CloudWatch Logs with AWS Lambda to publish real-time - alerts to Slack. It provides code snippets, regex filter patterns, and IAM execution - structures. This is a highly useful reference for engineering teams setting up - fast-feedback error loops. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Serverless - - AWS Lambda - - Monitoring - is_microservice: false - title: 'tutorialsdojo.com: Real-time Monitoring of 5XX Errors using AWS Lambda, - CloudWatch Logs and Slack' -https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-serverless-applications-on-aws-2i3k: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031782.137772 - content_hash: 71e949b18f4d9d3d6a1b63432a44e94bc61f1b4b0cc02317677b10db88b0de04 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: An analysis of the benefits of using AWS Cloud Development Kit (CDK) - over static YAML structures to model, provision, and deploy serverless systems. - It shows programmatic infrastructure patterns (TypeScript) that decrease configuration - fatigue and accelerate deployments. This represents a key reference for modern - declarative platform teams. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - AWS CDK - - DevOps - is_microservice: false - title: 'dev.to: Go fast and reduce risk: using CDK to deploy your serverless applications - on AWS' -https://dev.to/aws-builders/event-driven-architectures-using-aws-with-example-3d2d: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031776.339275 - content_hash: 3a928f31e9ed32d7ba8999d4bae60f636c310ad2a15564f182d5eb0c8cca27a8 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A walkthrough demonstrating modern event-driven designs inside AWS utilizing - S3, EventBridge, and Lambda functions to process user events asynchronously. It - includes architectural workflow maps and discusses standard retry strategies. - It serves as an accessible introduction to designing non-blocking serverless architectures. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Serverless - - Event-Driven - - Patterns - is_microservice: true - title: 'dev.to: Event driven architectures using AWS with example' -https://terrateam.io/blog/aws-lambda-function-with-terraform: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033002.237782 - content_hash: 456255a081d1461597ad7ac36430ea9f0155f2f01287166ca8eb20928bf78b6c - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: A comprehensive operational guide explaining how to declare, compile, - and manage AWS Lambda functions natively within Terraform infrastructure-as-code - patterns. It maps IAM role dependencies, source code hash tracking, and automated - zip compilation cycles. This is an essential blueprint for teams prioritizing - Terraform-centric CI/CD environments. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - Terraform - - DevOps - is_microservice: true - title: 'terrateam.io: AWS Lambda Function with Terraform' -https://medium.com/lego-engineering/a-journey-into-serverless-and-handling-step-function-failures-dba51b4e8e99: - title: 'medium.com/lego-engineering: A Journey into Serverless and Handling Step - Function Failures' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031826.932945 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model-12oc: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031351.755487 - content_hash: eb7eb166a3e097e2b8788330f660d6ecab557aa4e50d77e2432b1d0570c995c0 - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: An introductory developer guide detailing the AWS Serverless Application - Model (SAM) structure, syntax, and CLI environment options. It highlights how - local docker runtimes replicate Lambda execution spaces, assisting local debugging - tasks before publishing to the cloud. This serves as a great onboarding resource - for new serverless practitioners. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Serverless - - AWS SAM - - DevOps - is_microservice: false - title: 'dev.to/aws-builders: Introduction to AWS SAM (Serverless Application Model)' -https://blog.devops.dev/deploying-awesome-app-on-aws-serverless-services-step-by-step-guide-54bc89e4d236: - title: 'blog.devops.dev: Deploying Awesome App on AWS Serverless Services β€” Step-by-Step - Guide' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031079.657821 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -? https://medium.com/@sassenthusiast/serverless-simplified-integrating-docker-containers-into-aws-lambda-via-serverless-yml-cdef9be1681e -: title: 'medium.com/@sassenthusiast: Serverless Simplified: Integrating Docker Containers - into AWS Lambda via serverless.yml' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031079.657821 - content_hash: N/A - v1_locations: - - docs/aws-serverless.md -https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs-with-amazon-ecs-and-aws-fargate-part-1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032173.069378 - content_hash: 72616b7eb26ae96e95e7defea98a45e26c87bb6e622cd62720a1d021bf19255d - v1_locations: - - docs/aws-serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-serverless.md - ai_summary: This official developer guide outlines the structural mechanism used - to mount Amazon Elastic File System (EFS) volumes natively within serverless containers - orchestrated by AWS Fargate. 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language: English - resource_type: Platform Product - complexity: Advanced - hierarchy: - - Agentic Engineering - - Model Context Protocol - - Google Cloud Managed - is_microservice: false - title: Google Cloud Managed MCP -https://github.com/ray-project/kuberay: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031406.74696 - content_hash: 9fd7630fa0d430a18d47383665c3b8ea76276c3b079230c0ee78c4b12048739f - v1_locations: - - docs/ai-agents-mcp.md - - docs/kubernetes-tools.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai-agents-mcp.md - gh_stars: 2507 - gh_pushed: '2026-05-21T19:12:32Z' - ai_summary: 'Curator Insight: An open-source Kubernetes Operator enabling the deployment - and management of Ray clusters. - - Live Grounding: Serves as the backbone for distributed machine learning workloads - on Kubernetes, abstracting compute node scaling, memory configuration, and actor - scheduling.' - 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complexity: Advanced - hierarchy: - - Cloud Native AI - - LLM Serving - - Inference Engines - is_microservice: true - title: vLLM on Kubernetes -https://github.com/NVIDIA/gpu-operator: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033785.152963 - content_hash: 34332c147f6cfd2ad52ad841120cc5adabed3d28acf0b22d84d09fe4efe175e0 - v1_locations: - - docs/ai-agents-mcp.md - - docs/kubernetes-operators-controllers.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai-agents-mcp.md - gh_stars: 2712 - gh_pushed: '2026-05-22T10:10:20Z' - ai_summary: 'Curator Insight: Kubernetes operator designed to automate the management - of NVIDIA software components on nodes. - - Live Grounding: Provisions GPU drivers, container runtimes, device plug-ins, and - monitoring tools automatically, ensuring consistent access to hardware acceleration.' - language: English - resource_type: Operator - complexity: Advanced - hierarchy: - - Cloud Native AI - - Infrastructure Acceleration - - GPU Management - is_microservice: false - title: NVIDIA GPU Operator -https://aws.amazon.com/s3/faqs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029356.460348 - content_hash: 71c1f67981205550f41a61a0c9d09e7cf9c3dea614b8e7c3ecb007aa84bf3bdf - v1_locations: - - docs/aws-storage.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - aws-storage.md - ai_summary: The official AWS documentation addressing technical details of Simple - Storage Service (S3). 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[SPANISH CONTENT] - language: Spanish - resource_type: Analysis - complexity: Beginner - hierarchy: - - Market Analysis - - Artificial Intelligence - - Industry Dynamics - is_microservice: false - title: 'genbeta.com: En la era de la inteligencia artificial, Microsoft es el nuevo - Google' -https://abcabhishek.substack.com/p/chatgpt-for-generating-sql-as-a-data: - title: 'abcabhishek.substack.com: ChatGPT for generating SQL as a Data Engineer''s - assistant' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034520.694331 - content_hash: N/A - v1_locations: - - docs/chatgpt.md -https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030020.739732 - content_hash: 6a840541f51fdb019c2f1fcfb37c592726a16cb682292b395f21580e61a23bb0 - v1_locations: - - docs/chatgpt.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - chatgpt.md - ai_summary: Technical deep-dive on Retrieval-Augmented Generation (RAG). 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Examines compiler error rates, structural vulnerabilities, and the - necessity of developer supervision in AI workflows. - language: English - resource_type: Empirical Study - complexity: Intermediate - hierarchy: - - Software Engineering - - AI-Assisted Operations - - Code Generation Quality - is_microservice: false - title: 'thenewstack.io: Developers Put AI Bots to the Test of Writing Code' -https://www.aihr.com/blog/chatgpt-prompts-for-hr: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030653.050757 - content_hash: N/A - v1_locations: - - docs/chatgpt.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - chatgpt.md - ai_summary: A curated handbook of prompt engineering patterns tailored for HR leaders. - Accelerates documentation, drafting performance benchmarks, and designing internal - team-alignment frameworks. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Human Productivity - - Artificial Intelligence - - HR Operations - is_microservice: false - title: 'aihr.com: 21+ ChatGPT Prompts for HR To Accelerate Your Productivity' -? https://christianmartinezfinancialfox.medium.com/tableaugpt-the-ultimate-guide-on-how-to-utilize-its-full-potential-445939e3833d -: title: TableauGPT β€” The Ultimate Guide on how to utilize its full potential in Finance - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030653.050757 - content_hash: N/A - v1_locations: - - docs/chatgpt.md -https://k8sgpt.ai: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033575.410044 - content_hash: 309c722cfd7533efed13825929bf0839ea58dce93f350f5a64aa659a49fe2768 - v1_locations: - - docs/ai.md - - docs/chatgpt.md - - docs/index.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - ai.md - - chatgpt.md - ai_summary: The premier AI-native diagnostic framework for Kubernetes cluster operations. - Scans running clusters, decodes anomalies, and references OpenAI integrations - to deliver actionable mitigation strategies. - language: English - resource_type: Official Site - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Kubernetes Operations - - AIOps Diagnostics - is_microservice: false - title: k8sgpt.ai -https://github.com/robusta-dev/chatgpt-yaml-generator: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032368.927033 - content_hash: c3b53f800b5374d40ece00e4a0576acf75f1f134d46e11d6428cff39368f3c32 - v1_locations: - - docs/chatgpt.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - chatgpt.md - gh_stars: 117 - gh_pushed: '2023-07-08T05:13:58Z' - ai_summary: A tailored schema wizard matching generative prompts to robust Kubernetes - structures. Generates production-ready configurations containing service boundaries, - volume bindings, and routing structures. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Kubernetes Operations - - Declarative Manifests - is_microservice: false - title: github.com/robusta-dev/chatgpt-yaml-generator -https://www.reddit.com/r/Terraform/comments/1l7my1x/where_is_ai_still_completely_useless_for: - title: 'Discussion: Where is AI Still Completely Useless?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030115.346308 - content_hash: N/A - v1_locations: - - docs/ai.md - - docs/chatgpt.md -https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai: - title: Tech companies cutting devs for AI - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033030.244564 - content_hash: N/A - v1_locations: - - docs/ai.md - - docs/chatgpt.md - - docs/recruitment.md -https://www.cerebras.ai: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033329.215889 - content_hash: 414b58fea6cccdca57399e4d84ee1ecf44b8df3888c8645a1d8cb86875871a21 - v1_locations: - - docs/ai.md - - docs/api.md - - docs/chatgpt.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai.md - - api.md - - chatgpt.md - ai_summary: Architectural hub detailing wafer-scale AI processors built to tackle - compute limits. Facilitates unprecedented deep-learning model execution with extreme - localized bandwidth optimizations. - language: English - resource_type: Official Site - complexity: Advanced - hierarchy: - - Machine Learning - - AI Hardware Acceleration - - Enterprise Infrastructure - is_microservice: false - title: Cerebras AI -https://github.com/serenakeyitan/awesome-notebookLM-prompts: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031109.310343 - content_hash: 8deb42a1749ee77d00493b8834b2b7d7c838476dc44425af6bc370521886bbcf - v1_locations: - - docs/ai.md - - docs/chatgpt.md - - docs/demos.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai.md - gh_stars: 3412 - gh_pushed: '2026-05-13T12:29:46Z' - ai_summary: A master repository containing systemic prompts for Google NotebookLM. - Accelerates deep source material analysis, structured outlining, and programmatic - context extraction. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Knowledge Management - - AI Workflows - - NotebookLM Prompting - is_microservice: false - title: Awesome NotebookLM Slide Prompts -https://github.com/rasbt/LLMs-from-scratch: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034461.841799 - content_hash: a07f61322a4b4cf8351a6451162dec88b124420e1e97fc63b442f1e1adc3fef1 - v1_locations: - - docs/ai.md - - docs/chatgpt.md - - docs/python.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - ai.md - gh_stars: 95379 - gh_pushed: '2026-05-19T19:53:36Z' - ai_summary: Highly acclaimed code-first textbook guiding the creation of a Large - Language Model (LLM) from scratch in PyTorch. Illustrates attention mechanisms, - tokenizers, training loops, and weight loadings. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Machine Learning - - Deep Learning Foundations - - Large Language Models - is_microservice: false - title: LLMs-from-scratch -https://claude101.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032972.52008 - content_hash: c6509f131429fcf9ffd058a500a5e6b9c8e94d8bd6d76bbafa0a178a88c1799c - v1_locations: - - docs/ai.md - - docs/chatgpt.md - - docs/developerportals.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - ai.md - - developerportals.md - ai_summary: Comprehensive guides to mastering Anthropic's Claude. Focuses on system - instructions, complex XML markup injection, custom tool calls, and API configuration - profiles for multi-agent workflows. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - AI Workflows - - Prompt Engineering - is_microservice: false - title: 'Claude 101: Free Guides to Master Claude' -? https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032972.52008 - content_hash: c6509f131429fcf9ffd058a500a5e6b9c8e94d8bd6d76bbafa0a178a88c1799c - v1_locations: - - docs/ai.md - - docs/chatgpt.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai.md - - chatgpt.md - ai_summary: Official press release detailing Microsoft's Dragon Copilot launch. - Explores the application of ambient clinical speech models to draft medical charts - automatically under strict HIPAA compliance. - language: English - resource_type: Product Launch - complexity: Advanced - hierarchy: - - Healthcare Technology - - Artificial Intelligence - - Speech and Voice Systems - is_microservice: false - title: 'Claude 101: Free Guides to Master Claude' -? https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032972.52008 - content_hash: c6509f131429fcf9ffd058a500a5e6b9c8e94d8bd6d76bbafa0a178a88c1799c - v1_locations: - - docs/ai.md - - docs/chatgpt.md - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai.md - - cicd.md - ai_summary: Spanish news analysis covering the competitive launch of Google Gemini - Code Assist and its direct threat to GitHub Copilot's market dominance. Highlights - its multi-repository context window, competitive pricing strategies, and integration - into IDEs. [SPANISH CONTENT] - language: Spanish - resource_type: article - complexity: intermediate - hierarchy: - - Platform Engineering - - AI Integration - - Coding Assistants - is_microservice: false - title: 'Claude 101: Free Guides to Master Claude' - Free Tier -https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033170.259918 - content_hash: 5960619962c11d3e5b4d3f5d0e596f31927c50dfbe4707b4dd8ae08b679b957a - v1_locations: - - docs/chatgpt.md - - docs/cicd.md - - docs/devops-tools.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - chatgpt.md - - cicd.md - ai_summary: An official GitHub product announcement marking the General Availability - of GitHub Copilot's automated pipeline diagnostics. 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Hooks Prometheus alert outputs to supply operators with instantaneous - log summaries and debug steps. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Kubernetes Operations - - AIOps Diagnostics - is_microservice: true - title: github.com/robusta-dev/kubernetes-chatgpt-bot -https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031466.546044 - content_hash: 2559d58dfacaca021df6f589847ee809c17122e7292f7ff3fb1519c67c4eaf8d - v1_locations: - - docs/chatgpt.md - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - chatgpt.md - ai_summary: In-depth guide configuring a fully offline AI diagnostics engine inside - protected networks. Combines K8sGPT analytical tooling with LocalAI offline LLMs - to safeguard internal data streams. - language: English - resource_type: Architectural Guide - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Kubernetes Operations - - AIOps Diagnostics - is_microservice: true - title: 'itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!' -https://numerous.ai: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032583.54723 - content_hash: 84d94554504ed06482bcad48b71766e99fb657e83730b5a5475aea8797e4b316 - v1_locations: - - docs/chatgpt.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - chatgpt.md - ai_summary: SaaS productivity engine integrating foundational OpenAI endpoints directly - into Google Sheets and Microsoft Excel. Streamlines automated data classification, - extraction, and formatting at scale. - language: English - resource_type: SaaS Tool - complexity: Beginner - hierarchy: - - Data Analysis - - Spreadsheet Automation - - AI Integration - is_microservice: false - title: numerous.ai -https://www.cloudquery.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032257.131517 - content_hash: da635d3bf76527afdf30c4ac370f825ccf0ca5c6fa968c2aa7d73c445ba4e3e0 - v1_locations: - - docs/cloud-asset-inventory.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - cloud-asset-inventory.md - ai_summary: An open-source cloud asset inventory tool that transforms infrastructure - metadata into queryable SQL databases. By decoupling extraction (APIs) from storage - (PostgreSQL, ClickHouse), it enables security and platform teams to perform advanced - compliance auditing, cost optimization, and drift detection. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Cloud Security - - Asset Management - - Infrastructure-as-Code - is_microservice: false - title: 'cloudquery.io: Cloud Query: The open-source cloud asset inventory powered - by SQL' -https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadillas-del-mundo-serverless: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029991.253318 - content_hash: ad321beead3537d75c4f984d5d3d97534efc9089527e8ee6a112507e0ca9b30f - v1_locations: - - docs/cloud-asset-inventory.md - - docs/finops.md - - docs/serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cloud-asset-inventory.md - - serverless.md - ai_summary: Un compendio tΓ©cnico sobre los errores mΓ‘s comunes y costosos en el - diseΓ±o de arquitecturas serverless. Ofrece un anΓ‘lisis crΓ­tico de fallos reales - de concurrencia, inicios en frΓ­o ("cold starts"), costos fuera de control e integraciΓ³n - de servicios, sirviendo como guΓ­a de advertencia para diseΓ±adores de sistemas - distribuidos. 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Build your perfect Google Cloud - infrastructure using Terraform and the gcloud CLI==' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779033920.740199 - content_hash: 264abc7fdb747ba915a5e33ce4d896fffa53a5ba1c3deea2c0b1962122191090 - v1_locations: - - docs/GoogleCloudPlatform.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - GoogleCloudPlatform.md -https://github.com/GoogleCloudPlatform/k8s-config-connector: - title: 'github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031901.12351 - content_hash: f961070ead418e1b5e3eac9ce6450e971f17b65eeff15e13bf2d8130ad99d137 - v1_locations: - - docs/GoogleCloudPlatform.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - GoogleCloudPlatform.md - gh_stars: 1034 - gh_pushed: '2026-05-22T11:26:20Z' -https://www.freecodecamp.org/news/web-scraping-google-sheets: - title: 'freecodecamp.org: Web Scraping with Google Sheets – How to Scrape Web Pages - with Built-in Functions' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779031776.414714 - content_hash: 045d5e35a814785b34706985c25e641787927b4f664cda955389ea99b9ed11c9 - v1_locations: - - docs/GoogleCloudPlatform.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - GoogleCloudPlatform.md -https://www.guru99.com/ai-tutorial.html: - title: '==guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics - of AI== 🌟🌟🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031927.522696 - content_hash: N/A - v1_locations: - - docs/ai.md -https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine-learning-business: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032525.564485 - content_hash: e54218d246308a5f239575e19167266353ebdabbc5c1e82f7fcf5f4f5e06bde5 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai.md - ai_summary: Curator Insight highlights Andrew Ng's thesis urging companies to focus - on concrete mission-driven goals rather than aiming to blindly construct an "AI-first" - business. Live Grounding verifies this as a landmark perspective shift toward - practical, data-centric engineering over model hype. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Business Strategy - - Expert Insights - is_microservice: false - title: '==technologyreview.com: Andrew Ng: Forget about building an AI-first business. - Start with a mission== 🌟' -https://www.technologyreview.es/s/13258/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas: - title: '==technologyreview.es: "Las empresas que empiezan a lo grande con la IA - fracasan mΓ‘s"== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033686.859327 - content_hash: N/A - v1_locations: - - docs/ai.md -https://www.cio.com/article/350337/make-better-ai-infrastructure-decisions-why-hybrid-cloud-is-a-solid-fit.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030562.155466 - content_hash: b3da5b1cac3f917be78e0818da348c016a3c9dad8916f9e470b0dd07e886e4a8 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Curator Insight discusses why a hybrid cloud footprint remains the most - strategic deployment vector for enterprise artificial intelligence. Live Grounding - demonstrates how hybrid models protect intellectual property, manage regulatory - compliance, and control high training costs. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Native - - AI Infrastructure - - Hybrid Cloud Strategy - is_microservice: false - title: 'cio.com: Make Better AI Infrastructure Decisions: Why Hybrid Cloud is a - Solid Fit 🌟' -https://hipertextual.com/2023/02/diferencias-ia-machine-learning: - title: 'hipertextual.com: Diferencias entre Inteligencia Artificial, Machine Learning - y Deep Learning' - year: N/A - stars: 0 - description: '' - health_score: 80.0 - last_checked: 1779029689.013223 - v1_locations: - - docs/ai.md -https://poloclub.github.io/cnn-explainer: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030787.653142 - content_hash: 1300925824168f1d61e566372562593153911379650b3e2f8fbb67a3d4e9e24d - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - ai.md - ai_summary: Curator Insight introduces a highly interactive WebGL visual tool mapping - the architectural layers of a Convolutional Neural Network (CNN). Live Grounding - proves its status as a premier educational artifact in academic and commercial - computer vision curriculum. - language: English - resource_type: Website - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Computer Vision - - Visual Learning Tools - is_microservice: false - title: 'poloclub.github.io: What is a Convolutional Neural Network?' -https://www.freecodecamp.org/news/ace-your-deep-learning-job-interview: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032105.739838 - content_hash: 06cae8a6ea75ba59d3c83eb6a657487696d05555db64a050c7affc0b31ef3508 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Curator Insight compiles deep learning interview questions covering - neural networks, optimization backpropagation, and loss functions. Live Grounding - confirms this is a standard roadmap for machine learning candidates looking to - quickly reinforce core math and coding syntax. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Career Path - - Interview Preparation - is_microservice: false - title: 'freecodecamp.org: Ace Your Deep Learning Job Interview' -https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-career-in-ai: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033397.913696 - content_hash: c41b737dbc21843ddeb6620d20c799623f60add479ba9d2017e981c108a4b256 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Curator Insight provides a thorough foundational handbook mapping out - practical deep learning math, architectures, and framework usage. Live Grounding - confirms its effectiveness for software engineers pivoting into machine learning. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Deep Learning - - Educational Guides - is_microservice: false - title: 'freecodecamp.org: Deep Learning Fundamentals Handbook – What You Need to - Know to Start Your Career in AI' -https://aman.ai/primers/ai: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034232.544818 - content_hash: 39d78e70ea794342f4ca2c4f478a0c8c6b42b8afa64ac575f20026afbd1ce420 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai.md - ai_summary: Curator Insight profiles a high-density reference notebook condensing - advanced ML and AI theorems. Live Grounding confirms it's a prized reference site - for engineers studying the underlying mathematical paradigms of modern architectures. - language: English - resource_type: Website - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Machine Learning - - Educational Guides - is_microservice: false - title: '==aman.ai/primers/ai: Distilled AI==' -? https://www.forbesargentina.com/innovacion/por-nvidia-google-microsoft-apuestan-miles-millones-modelos-llm-ia-generativa-biotecnologia-n49278 -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034232.544818 - content_hash: 39d78e70ea794342f4ca2c4f478a0c8c6b42b8afa64ac575f20026afbd1ce420 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[EMERGING]' - v2_locations: - - ai.md - ai_summary: Curator Insight explores the massive financial investments by hyperscalers - in deploying Generative AI models within biotechnology and protein folding. Live - Grounding shows that tools like AlphaFold and BioNeMo have revolutionized drug - discovery schedules. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Healthcare and Biotech - - Industry Trends - is_microservice: false - title: '==aman.ai/primers/ai: Distilled AI==' - millones en modelos LLM de IA Generativa para biotecnologΓ­a' -https://www.youtube.com/watch?v=1Lat8dP7Eq0: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034423.232567 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - ai.md - ai_summary: Curator Insight covers an AWS re:Invent session demonstrating how to - design and build enterprise-grade Generative AI topologies on AWS. Live Grounding - verifies its importance for understanding serverless integration via Amazon Bedrock, - Vector databases, and security constraints. - language: English - resource_type: Video - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Cloud Architecture - - Generative AI Systems - is_microservice: true - title: 'youtube: AWS re:Invent 2023 - From hype to impact: Building a generative - AI architecture (ARC217)' -https://developers.google.com/machine-learning/crash-course?hl=es-419: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031087.747405 - content_hash: 694c8d0882aabdce3c150702ab1eb62ef8a1881f93d307f034fc452081b50035 - v1_locations: - - docs/ai.md - - docs/elearning.md - - docs/introduction.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - ai.md - - introduction.md - ai_summary: Google's formal, highly optimized machine learning crash course. 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Essential for tracking vendor - consolidation, open-source project maturation, and emerging tooling trends. - language: English - resource_type: Website - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Industry Landscapes - - Market Analysis - is_microservice: false - title: 'mad.firstmark.com: The MAD (ML/AI/Data) Landscape' -https://github.com/openai/openai-cookbook: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031141.011369 - content_hash: ade8f199841411ea8c58896ace428cb19b22d4abed2ada629143dbd4885ea036 - v1_locations: - - docs/ai.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - ai.md - gh_stars: 73692 - gh_pushed: '2026-05-21T16:21:17Z' - ai_summary: The ultimate repository of code recipes, integration patterns, and best - practices from OpenAI. Details programmatic strategies for structured JSON output, - embeddings search, agent tool calling, and high-throughput batching APIs. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Artificial Intelligence - - Generative AI - - APIs - is_microservice: false - title: 'github.com/openai/openai-cookbook: OpenAI Cookbook' -? https://www.xataka.com/robotica-e-ia/microsoft-no-quiere-poner-todos-huevos-cesta-anuncia-asociacion-mistral-ai-openai-europa -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031141.011369 - content_hash: ade8f199841411ea8c58896ace428cb19b22d4abed2ada629143dbd4885ea036 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: '[SPANISH CONTENT] Analysis of Microsoft''s strategic alliance with - Mistral AI. Evaluates the multi-model diversification strategies in Azure AI, - regulatory navigation in the European Union, and geopolitical implications for - cloud providers.' - language: Spanish - resource_type: Article - complexity: Beginner - hierarchy: - - Artificial Intelligence - - Industry Partnerships - - Strategic Analysis - is_microservice: false - title: 'github.com/openai/openai-cookbook: OpenAI Cookbook' - anuncia una asociaciΓ³n con Mistral AI, la OpenAI de Europa' -https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409: - title: 'Introducing Kiro: AWS Agentic AI-Based IDE' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030572.328642 - content_hash: N/A - v1_locations: - - docs/ai.md - - docs/aws.md - - docs/kubernetes.md -https://www.warp.dev: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034461.743206 - content_hash: f80aaf60470c5a07a060fa117726833944e04aea522f064ec0eee1bb50c01593 - v1_locations: - - docs/ai.md - - docs/developerportals.md - - docs/kubernetes-tools.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - - kubernetes-tools.md - ai_summary: Evaluates Warp, a Rust-based modern terminal platform embedding native - AI workflows. Outlines command prediction, architectural collaboration features, - and native agentic debugging directly from terminal logs. - language: English - resource_type: Website - complexity: Beginner - hierarchy: - - Developer Tools - - Terminal Systems - - AI Tooling - is_microservice: false - title: 'Warp: The Agentic Development Environment' -https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033771.875396 - content_hash: c2025fb043930e5804a373b79c65f96954ce61fa91c7ca6328dc4b6d256c1b3f - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Technical walkthrough on using the kubectl-openai plugin. Details how - natural language prompts are parsed and securely converted into compliant Kubernetes - manifest definitions or localized query commands. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Cloud Native - - Kubernetes - - CLI Plugins - is_microservice: true - title: 'collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin' -https://markaicode.com/terraform-ai-infrastructure-as-code: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033158.00881 - content_hash: 1b92a8707d0c2bf03651ac083c93df453b2db4bb4bf2f08df457489c14a5e75a - v1_locations: - - docs/ai.md - - docs/iac.md - - docs/terraform.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - - iac.md - - terraform.md - ai_summary: Focuses on AI-driven generation of HCL infrastructure files. Covers - schema checking, validating security guardrails in prompt pipelines, and continuous - integration workflows for automated infrastructure verification. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Infrastructure as Code - - AI Generation - is_microservice: false - title: 'Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code' -https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030503.465512 - content_hash: 387a62c08549bf8a498c2459920454fe91994b07c14fb31bffbd706ac2d98d59 - v1_locations: - - docs/ai.md - - docs/kubernetes-operators-controllers.md - - docs/terraform.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - - kubernetes-operators-controllers.md - - terraform.md - ai_summary: Outlines specific prompting strategies to automatically draft tests - for Terraform modules. Synthesizes automated validation frameworks like `terraform - test` with generative AI outputs to ensure infrastructure stability. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Infrastructure as Code - - Testing Practices - is_microservice: false - title: 'AI Meets Terraform: Prompt Strategies for Test Generation' -? https://aws.amazon.com/blogs/aws/ide-extension-for-aws-application-composer-enhances-visual-modern-applications-development-with-ai-generated-iac -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030503.465512 - content_hash: 387a62c08549bf8a498c2459920454fe91994b07c14fb31bffbd706ac2d98d59 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Microsoft/AWS visual tool update utilizing AI to generate production-ready - CloudFormation templates directly from system design canvasses. Lowers barriers - for composing serverless cloud architectures visually. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Visual Development - - AI Generation - is_microservice: true - title: 'AI Meets Terraform: Prompt Strategies for Test Generation' - development with AI-generated IaC -https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032800.226914 - content_hash: 5bc6a82e0ffaa08679b423bdb32600b5fc889493372dfb0d7320a270420f7db8 - v1_locations: - - docs/ai.md - - docs/developerportals.md - - docs/dotnet.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - - dotnet.md - ai_summary: Step-by-step instruction illustrating how to inject specialized .NET - SDK contexts and compilation knowledge bases into autonomous coding agents to - optimize C# generation pipelines. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Developer Tools - - AI Coding Assistants - - .NET Integration - is_microservice: false - title: Extend your coding agent with .NET Skills -https://docs.github.com/en/copilot/get-started/best-practices: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032239.30973 - content_hash: 0dee52bc2a91b05dc874775f9ce625f0efebe02d15abc0c8931cc897864272b3 - v1_locations: - - docs/ai.md - - docs/cicd.md - - docs/developerportals.md - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - ai.md - ai_summary: The authoritative guidelines from GitHub for maximizing productivity - and code quality using GitHub Copilot. Outlines advanced prompt engineering strategies, - structuring context files, dealing with security vulnerabilities, and validation - routines. - language: English - resource_type: documentation - complexity: intermediate - hierarchy: - - Platform Engineering - - AI Integration - - Coding Assistants - is_microservice: false - title: Best Practices for Using GitHub Copilot -? https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032239.30973 - content_hash: 0dee52bc2a91b05dc874775f9ce625f0efebe02d15abc0c8931cc897864272b3 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: '[SPANISH CONTENT] A collection of deep-dive interviews tracking the - generational shift of AI in standard software engineering teams. Documents shifts - in productivity, engineering psychology, and technical evolution.' - language: Spanish - resource_type: Article - complexity: Beginner - hierarchy: - - Developer Tools - - AI Coding Assistants - - Industry Impact - is_microservice: false - title: Best Practices for Using GitHub Copilot -https://blog.redbrickai.com/blog-posts/fast-meta-sam-for-medical-imaging: - title: 'blog.redbrickai.com: F.A.S.T. ⚑️ Meta AI’s Segment Anything for Medical - Imaging' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031473.626769 - content_hash: N/A - v1_locations: - - docs/ai.md -https://github.com/SkalskiP/top-cvpr-2023-papers: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034084.812304 - content_hash: 87b301d568f4cd4ef05b1ebdb66f71848b0fe9e270161c4ade2caebca047080f - v1_locations: - - docs/ai.md - gh_license: CC0-1.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - gh_stars: 647 - gh_pushed: '2026-04-15T11:20:09Z' - ai_summary: A structured hub tracking top-performing research work from CVPR 2023. - Synthesizes key advancements in object detection, visual language models, and - zero-shot segmentation libraries. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Artificial Intelligence - - Computer Vision - - Curation - is_microservice: false - title: github.com/SkalskiP/top-cvpr-2023-papers -https://github.com/openops-cloud/openops: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031802.394914 - content_hash: c6e7a2db44115c3a24c01cc54aae5ba56e51246372cedaed45088223eb58e58c - v1_locations: - - docs/ai.md - - docs/finops.md - - docs/kubernetes-tools.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - gh_stars: 1024 - gh_pushed: '2026-05-19T13:44:52Z' - ai_summary: An open-source, no-code FinOps platform that leverages artificial intelligence - to autonomously optimize cloud infrastructure costs. Integrates cloud budget controls - directly with container orchestration metrics. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Management - - FinOps - - AI Automation - is_microservice: true - title: 'OpenOps: No-Code FinOps Automation Platform with AI' -https://cast.ai: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032293.124545 - content_hash: ba2fcc29f4d72bba9b8cfe2526ea66c4ee91bb2789bda3be2cdeeb9ac4d5f2f9 - v1_locations: - - docs/ai.md - - docs/finops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - - finops.md - ai_summary: Enterprise-grade automated container management and FinOps scaling engine. - Performs real-time node selection, spot instance provisioning, and cluster rightsizing - dynamically without degrading active microservice performance. - language: English - resource_type: Website - complexity: Advanced - hierarchy: - - Cloud Management - - FinOps - - Automated Scaling - is_microservice: true - title: CAST AI -https://www.apmdigest.com/aiops-itops-1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031109.843781 - content_hash: 6608352fce28625dd9f2e2ec5be9ed2cc540645a6a365b506cf9c75a5eb8db23 - v1_locations: - - docs/ai.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Fundamental analysis detailing how Artificial Intelligence for IT Operations - (AIOps) shifts operational models. Analyzes historical incident noise suppression, - automated signal isolation, and proactive threat forecasting systems. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Management - - AIOps - - Operational Theory - is_microservice: false - title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 1' -https://www.apmdigest.com/aiops-itops-2: - title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 2' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034346.272717 - content_hash: 5968efa8cf63df77418ef9a77ac40adf18faa2a32d88bf1b6f76bb241053c003 - v1_locations: - - docs/ai.md -https://www.apmdigest.com/aiops-itops-3: - title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 3' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031266.823898 - content_hash: 69b1d4bac50f785742b7cf12e54167eb4eb1d76bbcd159563b6a43d402e0f6e3 - v1_locations: - - docs/ai.md -https://www.apmdigest.com/aiops-itops-4: - title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 4' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031898.547146 - content_hash: 75d3f665cc4d79e3cf7592866875dff2c719f6d573a10c047eeba8d1ddc85ac6 - v1_locations: - - docs/ai.md -https://www.apmdigest.com/aiops-itops-5: - title: 'apmdigest.com: What Can AIOps Do For IT Ops? - Part 5' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033802.438838 - content_hash: 2458430dc66dff33c41431a3d5dda1e375f2678bfdccea4c0e529d0ae58ef66c - v1_locations: - - docs/ai.md -https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031061.208653 - content_hash: f659a90690a53665520ec042872b24ac217c5792f8ce56b1de5c2228dde62157 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Outlines critical market triggers forcing traditional enterprise engineering - platforms to pivot to automated AI observability pipelines. Focuses on managing - scale complexity in high-volume microservices ecosystems. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud Management - - AIOps - - Industry Trends - is_microservice: true - title: 'thenewstack.io: The Urgency Driving AIOps into Your Enterprise' -https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033572.623027 - content_hash: 0500bbd8b9e83d7bd75f6400dd24c0d1a1d12998c91550f9aac20a5555d8df11 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - ai.md - ai_summary: Investigates critical operational gaps in legacy AIOps frameworks. Advocates - for linking telemetry analysis with execution-centric automation backends (like - Ansible or Kubernetes controllers) to achieve self-healing loops. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Management - - AIOps - - Automation Pipelines - is_microservice: true - title: 'thenewstack.io: Intelligent Automation: What’s the Missing Piece of AIOps?' -https://www.infoq.com/articles/aiops-reliability-engineering: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033714.279819 - content_hash: dec8c530036c1640ed2b06b98ee8f293378440eeafd540a0da1cf1c948a09509 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Outlines technical execution patterns for embedding AI telemetry loops - within modern SRE frameworks. Focuses on dynamic thresholding, algorithmic anomaly - isolation, and proactive capacity planning in dense cluster matrices. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Management - - AIOps - - Site Reliability Engineering - is_microservice: true - title: 'infoq.com: AIOps: Site Reliability Engineering at Scale' -https://www.hashicorp.com/blog/accelerating-ai-adoption-on-azure-with-terraform: - title: 'hashicorp.com: Accelerating AI adoption on Azure with Terraform' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034084.226887 - content_hash: N/A - v1_locations: - - docs/ai.md -https://www.hashicorp.com/solutions/ai-infrastructure-management: - title: 'hashicorp.com: AI for infrastructure management' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033759.137412 - content_hash: N/A - v1_locations: - - docs/ai.md -https://platformengineering.org/blog/ai-is-changing-the-future-of-platform-engineering-are-you-ready: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031533.619013 - content_hash: 3d2deb37bc5e533a6b424dbd31b73a57e7fc22983ca83f8ef45bec4029470bc9 - v1_locations: - - docs/ai.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - ai_summary: Surveys the architectural shift of modern IDPs (Internal Developer Platforms) - incorporating AI agents. Demonstrates self-service infrastructure blueprints powered - by LLMs to significantly shorten developers' cycle times. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Cloud Native - - Platform Engineering - - AIOps Integration - is_microservice: true - title: 'platformengineering.org: AI is changing the future of platform engineering. - Are you ready?' -? https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031533.619013 - content_hash: 3d2deb37bc5e533a6b424dbd31b73a57e7fc22983ca83f8ef45bec4029470bc9 - v1_locations: - - docs/ai.md - - docs/customer.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ai.md - - customer.md - ai_summary: Reviews BMW Group's production deployment of a GenAI orchestrator built - on Amazon Bedrock. 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Live - Grounding: Explores strategies to prevent the typical race conditions and out-of-sync - loops that happen when Argo CD manages system Operators alongside application - manifests.' - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Application Delivery - - GitOps - - Operator Lifecycle - is_microservice: false - title: 'piotrminkowski.com: Manage Kubernetes Operators with ArgoCD' -https://medium.com/@geoffrey.muselli/argocd-multi-cluster-helm-charts-installation-in-mono-repo-0a406ff7c578: - title: 'medium.com/@geoffrey.muselli: ArgoCD: Multi-cluster Helm charts management - in mono-repo' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030478.934656 - content_hash: N/A - v1_locations: - - docs/argo.md -https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-and-kubernetes-labels-4c0e52c6c0f4: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034264.990864 - content_hash: 705222830ba3ce4a7f7b777446977e2202922e25e1c1b7e3add2e9d361726989 - v1_locations: - - docs/argo.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Proposes an innovative model for constructing a lightweight - IDP by utilizing simple Kubernetes label configurations mapped to Argo CD ApplicationSets. - Live Grounding: Demonstrates how platform teams can abstract direct Kubernetes - complexity for application developers, promoting self-service deployment without - security compromises.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Platform Engineering - - Internal Developer Platforms - - Argo CD - is_microservice: false - title: 'itnext.io: Build a Lightweight Internal Developer Platform with Argo CD - and Kubernetes Labels' -https://medium.com/otomi-platform/helmfile-and-argocd-better-together-f8d4587263ff: - title: 'medium.com/otomi-platform: Helmfile and ArgoCD are better together' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033100.784378 - content_hash: N/A - v1_locations: - - docs/argo.md -https://overcast.blog/gitops-with-argocd-for-kubernetes-tips-and-tricks-4b926ba75f88: - title: 'overcast.blog: GitOps with ArgoCD for Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032056.885183 - content_hash: N/A - v1_locations: - - docs/argo.md -https://medium.com/globant/using-multiple-sources-for-a-helm-chart-deployment-in-argocd-cf3cd2d598fc: - title: 'medium.com/globant: Using multiple sources for a Helm Chart deployment in - ArgoCD' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029070.209261 - content_hash: N/A - v1_locations: - - docs/argo.md -https://faun.pub/argocd-finalizer-shield-protecting-your-clusters-from-unintended-deletion-c7929a82d983: - title: 'faun.pub: ArgoCD Finalizer Shield: Protecting Your Production Clusters from - Unintended Deletion' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032368.400639 - content_hash: N/A - v1_locations: - - docs/argo.md -https://overcast.blog/kubernetes-argocd-gitlab-webhook-configuration-30bc5a75139e: - title: 'overcast.blog: Kubernetes β€” ArgoCD β€” Gitlab Webhook Configuration' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030000.401084 - content_hash: N/A - v1_locations: - - docs/argo.md -https://developers.redhat.com/articles/2024/06/06/enhance-kubernetes-deployment-efficiency-argo-cd-and-applicationset: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034262.502218 - content_hash: N/A - v1_locations: - - docs/argo.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: An authoritative Red Hat guide detailing the features - and performance metrics of the Argo CD ApplicationSet controller. Live Grounding: - Outlines practical implementations of Git, List, and Matrix generators to deploy - standardized applications to hundreds of target environments using declarative, - single-file templates.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery - - GitOps - - Argo CD ApplicationSet - is_microservice: false - title: 'developers.redhat.com: Enhance Kubernetes deployment efficiency with Argo - CD and ApplicationSet' -https://dev.to/amplication/extending-gitops-effortless-continuous-integration-and-deployment-on-kubernetes-1oem: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029147.508353 - content_hash: 2ee6f1376ef7dd403aee2aea1bba67f7b09621f08054353f7042edba2956b605 - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Examines the convergence of Continuous Integration - (CI) and GitOps (CD) loops on Kubernetes clusters. Live Grounding: Covers the - integration of automated code generation tools like Amplication with declarative - Kubernetes pipelines, simplifying lifecycle paths from commit to live release.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery - - GitOps - - CI-CD Integration - is_microservice: false - title: '==dev.to: Extending GitOps: Effortless continuous integration and deployment - on Kubernetes==' -? https://dev.to/devsatasurion/deploying-applications-with-github-actions-and-argocd-to-eks-best-practices-and-techniques-4epc -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029147.508353 - content_hash: 2ee6f1376ef7dd403aee2aea1bba67f7b09621f08054353f7042edba2956b605 - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Walkthrough for building a secure deployment pipeline - connecting GitHub Actions, Argo CD, and AWS EKS. Live Grounding: Focuses on modern - identity protocols like OIDC for IAM role assumption, minimizing the need for - static credentials inside CI/CD workflows, and boosting security posture.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery - - GitOps - - AWS EKS - is_microservice: false - title: '==dev.to: Extending GitOps: Effortless continuous integration and deployment - to EKS: Best Practices and Techniques' -https://threatpost.com/argo-cd-security-bug-kubernetes-cloud-apps/178239: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032623.826795 - content_hash: 2bcde4f7c30ac0f015de3d572087cbfb16d222e4ad514521790d63eeae7ad01a - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Discloses CVE-2022-24348, a high-severity path traversal - flaw allowing unauthorized access to arbitrary cluster repositories in Argo CD. - Live Grounding: Essential post-mortem detailing how custom Helm chart parameter - configurations bypassed sanity validation, proving the critical need for constant - dependency scanning.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery - - Security - - Vulnerabilities - is_microservice: false - title: 'threatpost.com: Argo CD Security Bug Opens Kubernetes Cloud Apps to Attackers' -https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033428.630422 - content_hash: 75dd914c6b0131e6242465f3f6bab5e79bcd74772fdbc6ab4771f7e4ae835330 - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: News analysis of the zero-day path traversal vulnerability - in Argo CD''s repository rendering process. Live Grounding: Explores structural - exploits where malicious manifests loaded by the server could leak other application - values, highlighting the immediate need to restrict repository access parameters.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery - - Security - - Vulnerabilities - is_microservice: false - title: 'thehackernews.com: New Argo CD Bug Could Let Hackers Steal Secret Info from - Kubernetes Apps' -https://www.armosec.io/blog/cve-2022-24348-argo-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032553.273716 - content_hash: c43e6cfbd19155cbaafde498510edd6cccbbdc9267e9bd3bca5d67600a6db4b9 - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Detailed technical analysis of CVE-2022-24348, breaking - down the exact mechanism of the path traversal payload. Live Grounding: ARMOSec - offers explicit remediation actions, network policy guidance, and best practices - to isolate and secure Argo CD controller components against credential theft.' - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Application Delivery - - Security - - Vulnerabilities - is_microservice: false - title: 'armosec.io: CVE 2022-24348 – Argo CD High Severity Vulnerability and its - impact on Kubernetes' -https://dnastacio.medium.com/gitops-argocd-security-cbb6fb6378bb: - title: 'dnastacio.medium.com: Six critical blindspots while securing Argo CD' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031651.952594 - content_hash: N/A - v1_locations: - - docs/argo.md -https://github.com/cloudposse-terraform-components/aws-eks-argocd: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033425.153324 - content_hash: a9cedc5f0da32caf8a3e3fb228149e1dd3f7ebdbe428bfdde20904a90b25f24e - v1_locations: - - docs/argo.md - - docs/gitops.md - - docs/kubernetes-tools.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - - gitops.md - ai_summary: 'Curator Insight: Enterprise-ready Terraform submodule designed to deploy, - configure, and bootstrap Argo CD onto an existing AWS EKS cluster. Live Grounding: - Standardizes complex security configuration flags, integrates smoothly with AWS - IAM roles for service accounts (IRSA), and provisions preconfigured Helm-based - releases.' - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Application Delivery - - Infrastructure as Code - - Terraform Components - is_microservice: false - title: AWS EKS Argo CD Terraform Component -https://github.com/argoproj-labs/argocd-autopilot: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032198.392731 - content_hash: 9c244f562123e769bd994ba3a8941680a7a2fd0ec07951ef1cab31b7e49dc2b7 - v1_locations: - - docs/argo.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - argo.md - gh_stars: 1117 - gh_pushed: '2025-12-16T22:36:28Z' - ai_summary: 'Curator Insight: An official Argo project opinionated tool designed - to structure, install, and update Argo CD setups automatically. Live Grounding: - Uses a clean directory structure separating infrastructure from application manifests, - enabling rapid multi-project bootstrap with built-in version tracking and disaster - recovery features.' - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Application Delivery - - GitOps - - Bootstrapping - is_microservice: false - title: 'argoproj-labs/argocd-autopilot: Argo-CD Autopilot' -https://github.com/argoproj-labs/argocd-vault-plugin: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030119.775098 - content_hash: bacdb3b79f20c82c07dcabd131068baa6a41a9fd000e0061f4269359f582cd5d - v1_locations: - - docs/argo.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - argo.md - gh_stars: 965 - gh_pushed: '2024-12-18T18:24:47Z' - ai_summary: 'Curator Insight: An indispensable Argo CD plugin built to inject secrets - dynamically from HashiCorp Vault, AWS Secrets Manager, or GCP Secret Manager. - Live Grounding: Replaces custom templating hacks by decrypting and injecting secret - values directly into workloads at synchronization time, ensuring zero plaintext - secrets enter the Git repository.' - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Application Delivery - - GitOps - - Secret Management - is_microservice: false - title: ==argoproj-labs/argocd-vault-plugin== -https://github.com/crumbhole/argocd-vault-replacer: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030572.950114 - content_hash: 724849f3109ed9ba95308c305e2488b5c9c80749dedd860e191c920b4062a7a5 - v1_locations: - - docs/argo.md - gh_license: BSD-3-Clause - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - gh_stars: 109 - gh_pushed: '2026-05-07T20:55:05Z' - ai_summary: 'Curator Insight: A specialized replacement utility designed to pull - secrets from HashiCorp Vault during the Argo CD rendering phase. Live Grounding: - Acts as a lightweight precursor/alternative to full plugin integrations, enabling - targeted placeholder substitutions within native Kubernetes manifest streams.' - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Application Delivery - - GitOps - - Secret Management - is_microservice: false - title: github.com/crumbhole/argocd-vault-replacer -https://argoproj.github.io/argo-rollouts: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029163.356151 - content_hash: 3f61e1b50cbb6b73c4cab3c345e9b06efe8cb49add713efc99ceb68062301843 - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Main structural index for implementing automated Canary - promotions and instant Rollbacks using Prometheus metrics. Live Grounding: Essential - for platform engineers aiming to achieve high-availability delivery paradigms - with zero downtime by managing precise traffic routing controls.' - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Application Delivery - - Progressive Delivery - - Argo Rollouts - is_microservice: false - title: argoproj.github.io/argo-rollouts/ -https://jijujacob27.medium.com/sharded-saas-applications-on-kubernetes-using-helm-argocd-and-argo-rollouts-a683c66f8646: - title: 'jijujacob27.medium.com: Sharded applications on Kubernetes using Helm, ArgoCD, - and Argo-Rollouts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030927.823118 - content_hash: N/A - v1_locations: - - docs/argo.md -https://medium.com/@ej.sta.ana/easy-blue-green-deployment-on-openshift-container-platform-using-argo-rollouts-4d514b3c5c0f: - title: 'medium.com/@ej.sta.ana: Easy Blue-Green Deployment on Openshift Container - Platform using Argo Rollouts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034134.32029 - content_hash: N/A - v1_locations: - - docs/argo.md -https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-blue-green-deployment: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030353.170505 - content_hash: ac425015004bd822935ac1e06087ea33276573c4e7dd38063b2e2ddf5c1664ae - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Conceptual and step-by-step technical guide for configuring - high-performance Blue-Green deployments with Argo Rollouts. Live Grounding: Explores - the implementation of manual approval gates, automated smoke tests, and fallback - protocols to transition production workloads safely.' - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Application Delivery - - Progressive Delivery - - Argo Rollouts - is_microservice: false - title: 'infracloud.io: Progressive Delivery with Argo Rollouts : Blue-Green Deployment' -https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deployment: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029121.085527 - content_hash: 4fed93a18f1f8d4d4714c2a30e23810b8dc8a155abc4fbf8f17d091a8360177e - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Comprehensive guide analyzing step-based canary traffic - weight shifting with Argo Rollouts. Live Grounding: Explains the integration of - real-time monitoring query metrics (such as latency or error rate) to trigger - automated canary rollbacks when anomalies are discovered.' - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Application Delivery - - Progressive Delivery - - Argo Rollouts - is_microservice: false - title: 'infracloud.io: Progressive Delivery with Argo Rollouts: Canary Deployment' -https://medium.com/everything-full-stack/deployment-strategies-argo-rollouts-1980fc0685e6: - title: 'medium.com/everything-full-stack: Deployment Strategies: Argo Rollouts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032134.543466 - content_hash: N/A - v1_locations: - - docs/argo.md -https://faun.pub/kubernetes-practice-automating-blue-green-deployment-with-argo-rollouts-2279aa890c53: - title: 'faun.pub: Kubernetes Practice β€” Automating Blue/Green Deployment with Argo - Rollouts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034172.847552 - content_hash: N/A - v1_locations: - - docs/argo.md -https://www.infracloud.io/blogs/blue-green-deployments-dns-routing: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032640.105426 - content_hash: b0b71ef003f7ccfc761c893026f508c4d6c74164b495143334ff363ee2d284ef - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Highly technical tutorial showcasing Blue-Green deployment - strategies relying on external DNS routing configurations rather than standard - Kubernetes Service routing. Live Grounding: Solves edge-case scenarios for non-HTTP - traffic, providing patterns for high-performance multi-region workload transitions.' - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Application Delivery - - Progressive Delivery - - Traffic Management - is_microservice: false - title: 'infracloud.io: How to Setup Blue Green Deployments with DNS Routing 🌟' -https://faun.pub/how-helm-subcharts-make-the-transition-to-argo-rollouts-a-breeze-aaf160924dbf: - title: 'faun.pub: How Helm Subcharts Make the Transition to Argo Rollouts a Breeze' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031439.981352 - content_hash: N/A - v1_locations: - - docs/argo.md -https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029165.157533 - content_hash: fb7f811864c8e0fd644bb441705577c3e0b740b6403c00f7fb1aea243a087dac - v1_locations: - - docs/argo.md - - docs/cicd.md - - docs/jenkins.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - argo.md - - jenkins.md - - cicd.md - ai_summary: A comprehensive real-world migration case study detailing how Intuit - transitioned high-volume CI/CD pipelines from Jenkins to Kubernetes-native Argo - Workflows. Outlines critical architectural lessons, scale bottlenecks, pipeline-as-code - models, and resource optimization. - language: English - resource_type: article - complexity: advanced - hierarchy: - - GitOps and Continuous Delivery - - Kubernetes Native CI-CD - - Argo Workflows - is_microservice: true - title: Migrating CI/CD from Jenkins to Argo Workflows -https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030726.982646 - content_hash: 6bbccc2d2d89a1de37d853a3d5da30dabe79c919e1fdfbc6784584bc98ffe037 - v1_locations: - - docs/argo.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Outlines the major architectural enhancements and - UI features released in Argo Workflows version 3.3. Live Grounding: Highlights - key security patches, multi-template updates, and visual enhancements designed - to streamline the debugging of complex cloud-native data-processing pipelines.' - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Application Delivery - - Workflow Orchestration - - Argo Workflows - is_microservice: false - title: 'blog.argoproj.io: What’s new in Argo Workflows v3.3' -https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2paf: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029128.492854 - content_hash: e579e210f86362ac534380fdec7e759096d79c8ffa4ffd08b24b098a6913ca5e - v1_locations: - - docs/argo.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Decodes the highly overloaded concept of ''templates'' - inside the Argo Workflows architecture, defining Container, Script, and Resource - types. Live Grounding: Provides solid structural patterns for reusable components, - enabling platform engineers to build clean, maintainable, and dry workflow definitions.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery - - Workflow Orchestration - - Argo Workflows - is_microservice: false - title: 'dev.to: The three meanings of "template" in Argo Workflows' -https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029063.376747 - content_hash: 1462056a861967373e00e43e05724516410c93b992af36d77b2428b2b14cd4c0 - v1_locations: - - docs/argo.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: An authoritative security hardening guide designed - to lock down Argo Workflows inside shared multi-tenant environments. Live Grounding: - Focuses on strict RBAC roles, container security contexts, namespace network policies, - and the isolation of high-privilege service accounts to prevent cluster escapes.' - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Application Delivery - - Workflow Orchestration - - Security - is_microservice: false - title: 'blog.argoproj.io: Practical Argo Workflows Hardening 🌟' -https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033665.746492 - content_hash: 0865678a23aa047f75bf0c132be6073fb17922a3839fa66d334b15773240b4b7 - v1_locations: - - docs/argo.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - argo.md - ai_summary: 'Curator Insight: Investigates patterns to ensure high-scale reliability - when running millions of tasks inside Argo Workflows. Live Grounding: Analyzes - garbage collection strategies, rate limiting, retry policies, and how to scale - the underlying workflow-controller Pods to avoid etcd exhaustion.' - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Application Delivery - - Workflow Orchestration - - Argo Workflows - is_microservice: false - title: 'blog.argoproj.io: Architecting Workflows For Reliability' -https://medium.com/atlantbh/implementing-ci-cd-pipeline-using-argo-workflows-and-argo-events-6417dd157566: - title: 'medium.com/atlantbh: Implementing CI/CD pipeline using Argo Workflows and - Argo Events 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031392.907954 - content_hash: N/A - v1_locations: - - docs/argo.md -https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029323.148773 - content_hash: 918bd9e4c0d022547b05af2acf4edf058a281f6d6f13f9e6d9b2c7509aba2025 - v1_locations: - - docs/argo.md - - docs/cicd.md - - docs/kubernetes.md - needs_ai_refresh: true - tags: - - '[EMERGING]' - v2_locations: - - argo.md - - kubernetes.md - - cicd.md - ai_summary: 'Curator Insight: Direct portal to community sessions, submissions, - and emerging patterns for the Argo GitOps suite in 2026. Live Grounding: Acts - as the primary standard gathering point for Kubernetes GitOps continuous delivery. - Keeps teams abreast of cutting-edge development paths in orchestration.' - language: English - resource_type: Event - complexity: Advanced - hierarchy: - - Cloud-Native Infrastructure - - GitOps and Declarative Delivery - - Argo Project Ecosystem - is_microservice: true - title: ArgoCon North America 2026 Call for Proposals -https://medium.com/airbnb-engineering/how-we-partitioned-airbnb-s-main-database-in-two-weeks-55f7e006ff21: - title: 'Partitioning MySQL on RDS: "How We Partitioned Airbnb’s Main Database in - Two Weeks"' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033761.219882 - content_hash: N/A - v1_locations: - - docs/aws-databases.md -https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032817.54121 - content_hash: 6b7b5b462fab5dca1da6764b3f801172c8a06ac63738c8d8d40834c143b2c886 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Explains integration patterns between Amazon RDS for SQL Server and - AWS Directory Service (Active Directory). Enables Windows-based enterprise authentication - profiles directly inside cloud-hosted relational DBs. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - AWS Databases - - Amazon RDS - is_microservice: false - title: Amazon RDS for SQL Server – Support for Windows Authentication -https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cloud-quick-start-reference-deployment: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030350.134948 - content_hash: c98d2e0980588e9621fffa5dcf99d386f8c5ae5aced414d76cc52133241e7ea8 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Announcement and reference guide for launching highly available Oracle - Database setups on AWS. Provides pre-built CloudFormation architectures mapping - storage configurations and licensing models (BYOL). - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - AWS Databases - - Enterprise Migrations - is_microservice: false - title: 'Oracle Database on the AWS Cloud: Quick Start Reference Deployment' -https://www.besanttechnologies.com/amazon-web-services-relational-database: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029175.458385 - content_hash: f82509d4acb991e63e51d907bf0841cbb49a444c0989dbede11018d186c8d1ee - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: A training tutorial covering basic relational database concepts in the - cloud. Outlines AWS RDS automated provisioning, scaling limits, backup automation - cycles, and failover mechanics. - language: English - resource_type: Article - complexity: Basic - hierarchy: - - Cloud Infrastructure - - AWS Databases - - Amazon RDS - is_microservice: false - title: 'besanttechnologies.com: AWS – Relational Database Service' -https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031431.323863 - content_hash: f399d9c8c0f36c7175ecd5414141e38ed658c9ffd36729c7175b956aed3db1fb - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-databases.md - ai_summary: An architectural deep-dive into the specialized, log-structured distributed - storage engine of Amazon Aurora. Details how it decouples computing from database - storage, replicating blocks six ways across three availability zones. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - AWS Databases - - Amazon Aurora - is_microservice: true - title: Introducing the Aurora Storage Engine -https://sysadminxpert.com/how-to-enable-slow-query-logs-in-aws-rds-mysql: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029057.425099 - content_hash: 11a7521dd21c21a2222facb0733ad4fa1c79cbcaf46c7ba563e72a3c8f4bce97 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Explains DB Parameter Group configurations required to identify slow - queries in RDS MySQL. Details the collection of metrics, mapping to CloudWatch - Logs, and performance fine-tuning tactics. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - AWS Databases - - Amazon RDS - is_microservice: false - title: 'sysadminxpert.com: How to Enable Slow Query Logs in AWS RDS MySQL' -https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-amazon-rds-on-aws-outposts: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029174.206567 - content_hash: e2b575a3511d61638204a977e63c92eb37445495b84555abd9fa667be8aa5a51 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight highlights the expansion of Amazon RDS capabilities - to hybrid environments using AWS Outposts. Live Grounding verifies this enables - low-latency, on-premises execution of Microsoft SQL Server workloads with cloud-style - managed operations. The architecture supports local data residency while utilizing - automated backups and scaling. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Databases - - Hybrid Cloud and Edge - is_microservice: false - title: New – Create Microsoft SQL Server Instances of Amazon RDS on AWS Outposts -https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster-and-cheaper-than-rds-postgresql-benchmarking: - description: '' - year: N/A - stars: 0 - status: online - health_score: 80.0 - last_checked: 1779033074.467253 - content_hash: 49297d930e2b17050a9258690aef50b70f3bb76754bb1dfeb3285a49ae371326 - v1_locations: - - docs/aws-databases.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight provides an empirical benchmarking study comparing Aurora - PostgreSQL with standard RDS PostgreSQL. Live Grounding highlights that the performance - gains of Aurora's shared-storage architecture are highly dependent on transaction - volume and write-heavy workloads. This resource offers critical sizing and financial - analysis for database architects. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Databases - - Performance Tuning - is_microservice: false - title: 'migops.com: Is Aurora PostgreSQL really faster and cheaper than RDS PostgreSQL - – Benchmarking' -https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-using-amazon-aurora-postgresql: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033692.403616 - content_hash: 9df0d1cf6ef8b785e33c781d7f39f058fdab991645d1db5a6124bc24fa62cc80 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight details compliance and auditing methodologies for highly - regulated sectors utilizing Amazon Aurora PostgreSQL. Live Grounding confirms - the deployment patterns involve pgAudit integration, AWS CloudWatch Logs, and - database activity streams. It provides actionable reference designs for achieving - HIPAA, PCI-DSS, and SOC compliance. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Databases - - Compliance and Security - is_microservice: false - title: ==Auditing for highly regulated industries using Amazon Aurora PostgreSQL== -https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034109.479705 - content_hash: 30c3971c3a11fd952abd981421eb75fbf62d48f4efbaedf3b76bff8886760793 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight highlights the introduction of Amazon RDS Multi-AZ DB - clusters designed with two readable standbys and transaction log replication. - Live Grounding demonstrates write performance improvements of up to 2x alongside - faster failover times (typically under 35 seconds). This architecture mitigates - standard single-standby replication latency bottlenecks. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Databases - - High Availability - is_microservice: false - title: 'New Amazon RDS for MySQL & PostgreSQL Multi-AZ Deployment Option: Improved - Write Performance & Faster Failover' -https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deployment-using-fast-database-cloning: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031393.0095 - content_hash: f9a5d0e9c71a4a562bd83e49526184013036761926d5be1cafc95dc35ab78958 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight outlines zero-downtime database upgrades utilizing Aurora - PostgreSQL's fast database cloning mechanism. Live Grounding validates that the - strategy leverages copy-on-write storage architecture to create isolated environments - for risk-free schema testing and updates. This significantly reduces sync latency - and production migration risks. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Databases - - Deployments - is_microservice: false - title: Amazon Aurora PostgreSQL blue/green deployment using fast database cloning -? https://aws.amazon.com/blogs/database/securely-connect-to-an-amazon-rds-or-amazon-ec2-database-instance-remotely-with-your-preferred-gui -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031393.0095 - content_hash: f9a5d0e9c71a4a562bd83e49526184013036761926d5be1cafc95dc35ab78958 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight addresses the configuration challenges of securely managing - private databases remotely using visual tools. Live Grounding confirms the methodology - relies on SSH tunneling, AWS Systems Manager (SSM) Session Manager, or VPC client - VPN endpoints to bypass the need for public IP addresses. This aligns with zero-trust - architectural principles. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Databases - - Security - is_microservice: false - title: Amazon Aurora PostgreSQL blue/green deployment using fast database cloning - with your preferred GUI -? https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031393.0095 - content_hash: f9a5d0e9c71a4a562bd83e49526184013036761926d5be1cafc95dc35ab78958 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[LEGACY]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight details the modernization of legacy stored procedures - within PostgreSQL by offloading business logic. Live Grounding shows how pg_cron - scheduled jobs trigger serverless AWS Lambda functions via external federated - queries. This architectural pattern untangles database compute from core transaction - processing. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Databases - - Modernization - is_microservice: false - title: Amazon Aurora PostgreSQL blue/green deployment using fast database cloning - queries, pg_cron, and AWS Lambda -https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazon-dynamodb: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032289.843242 - content_hash: 4036de65093065c38bcc71ef81a346dfd707e00f1aef7db2c5f581dd407a6841 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight presents an architectural masterclass on schema design - and partitioning in Amazon DynamoDB. Live Grounding verifies the recommendations - cover single-table design, global secondary indexes (GSIs), and write-sharding - strategies. It is an indispensable guide for engineers building highly scalable, - low-latency microservices. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Databases - - NoSQL - is_microservice: true - title: Let’s Architect! Architecting with Amazon DynamoDB -https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031096.648339 - content_hash: f3e66427cea7fa55436ea00b0d6ee0c98e8d8a3da18faa2066450689aba5ec5e - v1_locations: - - docs/aws-databases.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight describes how to manage AWS ElastiCache for Redis directly - from Kubernetes. Live Grounding highlights using AWS Controllers for Kubernetes - (ACK) or Crossplane to define managed Redis instances as custom resources (CRDs). - This unifies stateful cloud infrastructure management within standard GitOps workflows. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Native - - Kubernetes Operators - - Managed Databases - is_microservice: true - title: 'itnext.io: Manage Redis on AWS from Kubernetes' -https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explained: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033976.672261 - content_hash: f2a136927cd8de34b8bd9de732ccec16ca9d779cee153e1e254742849018629d - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight compares relational databases (RDS) and non-relational - databases (DynamoDB) on AWS. Live Grounding emphasizes the trade-offs of relational - constraints and ACID compliance against horizontal scaling and key-value performance. - Recommended for architects mapping domain data requirements to cloud storage options. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Databases - - Architectural Patterns - is_microservice: false - title: 'thenewstack.io: Diving into AWS Databases: Amazon RDS and DynamoDB Explained' -https://aws.amazon.com/blogs/aws/aws-database-migration-service: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032232.050724 - content_hash: bcf7f74fbfbfcf0af023fe7a42c99081ccbc42ad7fe6e4016670751239dcf8f8 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[LEGACY]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight introduces AWS Database Migration Service (DMS) as a - flexible solution for database consolidation and migration. Live Grounding verifies - its operational stability for continuous change data capture (CDC) and schema - translation with minimal downtime. It remains a crucial component for large-scale - legacy-to-cloud modernization programs. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Database Migration - - Data Replication - is_microservice: false - title: AWS Database Migration Service -? https://aws.amazon.com/blogs/database/replicate-and-transform-data-in-amazon-aurora-postgresql-across-multiple-regions-using-aws-dms -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032232.050724 - content_hash: bcf7f74fbfbfcf0af023fe7a42c99081ccbc42ad7fe6e4016670751239dcf8f8 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight explains complex data replication and real-time schema - transformations using AWS DMS across geographic zones. Live Grounding demonstrates - how DMS filters and manipulates streaming CDC events to populate distinct regional - schemas. An advanced implementation reference for global multi-region database - architectures. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Database Migration - - Multi-Region Storage - is_microservice: false - title: AWS Database Migration Service - Regions using AWS DMS -? https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-rds-for-postgresql-enhancements-support-for-new-minor-versions-logical-replication-and-amazon-rds-postgresql-as-a-source-for-aws-dms -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032232.050724 - content_hash: bcf7f74fbfbfcf0af023fe7a42c99081ccbc42ad7fe6e4016670751239dcf8f8 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight details historical native enhancements to Amazon RDS - PostgreSQL, including foundational logical replication capability. Live Grounding - notes that this 2016 release unlocked the capability to use RDS PostgreSQL as - a source for change-data capture in AWS DMS. Included for tracing the lineage - of managed PostgreSQL features. - language: English - resource_type: Release Announcement - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Databases - - Legacy Releases - is_microservice: false - title: AWS Database Migration Service - Logical Replication, and Amazon RDS PostgreSQL as a source for AWS DMS' -https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero-downtime-using-aws-dms: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030069.682236 - content_hash: 8143aee7a4468c65e90d6e60a18b3ea628dfd962564f4dc34d15b4ae8939ba91 - v1_locations: - - docs/aws-databases.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - aws-databases.md - ai_summary: Curator Insight provides blueprint architectures for migrating enterprise-grade - Oracle databases with near-zero business impact. 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Live Grounding: Highlights how - the explosion of modern operational paradigms requires conscious rationalization - to prevent developer cognitive overload. Essential reading for organizational - pattern design.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Platform Engineering - - DevOps Culture - - Ops Methodologies - is_microservice: false - title: 'devopsonline.co.uk: ChatOps, DevOps, ScrumOps and 5 Other Ops religions' -https://opensource.com/article/19/4/devops-pipeline: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033205.921004 - content_hash: 9888968536abe3fc83cdd91e5deff2516fb6e1cc889fb11d211690b3b913853f - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Demystifies CI/CD pipeline construction using classic - open-source tools like Jenkins and GitLab CI. Live Grounding: Provides an educational - blueprint on source control integration, build automation, and deployment validation. - Highly suitable for teams transitioning from manual deployments to early automation.' - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Delivery - - CI/CD Foundations - - Open Source Pipelines - is_microservice: false - title: 'opensource.com: A beginner''s guide to building DevOps pipelines with open - source tools' -https://info.acloud.guru/resources/brazeal-how-your-org-predicts-your-ci/cd-pipeline: - title: 'acloud.guru: How youtr org predicts your CI/CD pipeline' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031414.449301 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://dev.to/semaphore/ci-cd-continuous-integration-delivery-explained-75l: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033942.387733 - content_hash: 4c1752bd846fc2ece2897d5b3a5fcf07337c0cfe51b8382106313862b69a3184 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Clear conceptual breakdown of CI, CD, and Continuous - Deployment lifecycle phases. Live Grounding: Maintained by Semaphore CI, offering - architectural clarity on the automated test feedback loops and deployment gates. - Serves as an excellent onboarding reference for junior platform engineers.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Delivery - - CI/CD Foundations - - Theory and Concepts - is_microservice: false - title: 'dev.to: CI/CD Continuous Integration & Delivery Explained 🌟🌟' -https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031574.944377 - content_hash: d25e3cca2c24f4c2ef267a930ee87480e5636bc30f286890a77c7f5926bac0fe - v1_locations: - - docs/cicd.md - - docs/devops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - cicd.md - - devops.md - ai_summary: 'Curator Insight: Bridges the gap between technical release pipelines - and business product cycles. Live Grounding: Emphasizes how feature flagging and - continuous delivery empower product managers to decouple releases from deployments. - Translates high-velocity engineering metrics into business outcome key-performance - indicators.' - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Platform Engineering - - DevOps Culture - - Product Management Alignment - is_microservice: false - title: 'mindtheproduct.com: The Product Managers’ Guide to Continuous Delivery and - DevOps 🌟🌟' -https://tech.buzzfeed.com/continuous-deployments-at-buzzfeed-d171f76c1ac4: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029988.677205 - content_hash: 2e451f38d5c552eec74447d9c4bb197b4a7a5e9e470e2dcb6c17b33e42f48f5e - v1_locations: - - docs/cicd.md - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Details BuzzFeed''s proprietary PaaS (Rig) built to - coordinate thousands of deployments daily. Live Grounding: Showcases practical - containerization patterns and chat-based tooling that drive highly decentralized - deployment workflows. A canonical case study in reducing developer friction at - scale.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Software Delivery - - Continuous Deployment - - Real-World Architecture - is_microservice: true - title: 'tech.buzzfeed.com: Continuous Deployments at BuzzFeed' -https://dzone.com/refcardz/continuous-delivery-patterns: - title: 'Dzone refcard: Continuous Delivery - Patterns and Anti-Patterns in the Software - Lifecycle 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034568.804406 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://devops.com/how-to-implement-an-effective-ci-cd-pipeline: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033757.292901 - content_hash: N/A - v1_locations: - - docs/cicd.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Establishes a step-by-step roadmap for standardizing - automated software delivery paths. Live Grounding: Emphasizes the critical nature - of unit testing, security scanning, and container-based environments in modern - pipelines. Identifies key pitfalls like test-suite bloat and fragile stage dependencies.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Implementation Guides - is_microservice: false - title: 'devops.com: How to Implement an Effective CI/CD Pipeline' -https://www.ammeon.com/5-tips-for-building-ci-cd-pipeline: - title: 'ammeon.com: 5 Tips For Building A CI/CD Pipeline' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029948.050433 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://medium.com/faun/what-is-ci-cd-pipeline-in-devops-6fba17a76e73: - title: 'medium: What is CI/CD Pipeline in DevOps? 🌟🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029464.775681 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033949.859176 - content_hash: e3d3f8fb2bc02cbafac5b5d4dbbd7012a658236804d552ccb966c0ef4e0b1715 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[DE FACTO STANDARD]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Internal engineering insights from Amazon''s sophisticated - deployment engines (Pipelines/Apollo). Live Grounding: Explores fractional rollouts, - automated rollback alarms, and regional blast-radius mitigation. Serves as an - essential architectural design guide for mission-critical cloud-scale delivery. - [SPANISH CONTENT]' - language: Spanish - resource_type: Case Study - complexity: Advanced - hierarchy: - - Software Delivery - - Continuous Deployment - - Resilient Release Strategies - is_microservice: true - title: 'aws.amazon.com: Automating safe, hands-off deployments 🌟🌟' -? https://www.techuz.com/blog/what-is-ci-cd-an-introduction-to-continuous-integration-continuous-deployment-and-ci-cd-pipeline -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033949.859176 - content_hash: e3d3f8fb2bc02cbafac5b5d4dbbd7012a658236804d552ccb966c0ef4e0b1715 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: High-level overview of manual steps vs. modern automated - pipeline phases. Live Grounding: Introduces fundamental terminologies (runners, - stages, artifacts) in an accessible format for engineering managers and clients. - Useful for rapid theoretical onboarding.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Delivery - - CI/CD Foundations - - Theory and Concepts - is_microservice: false - title: 'aws.amazon.com: Automating safe, hands-off deployments 🌟🌟' - Deployment and CI/CD Pipeline' -https://medium.com/@sanjayaben/how-to-build-an-efficient-ci-cd-pipeline-b5738ad567c8: - title: 'medium: How to build an efficient CI/CD pipeline 🌟🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032371.441759 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-with-gitops-on-red-hat-openshift: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032248.585569 - content_hash: N/A - v1_locations: - - docs/cicd.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - cicd.md - ai_summary: Analyzes the convergence of OpenShift Pipelines (Tekton-based) and OpenShift - GitOps (Argo CD-based) to deliver unified, declarative software delivery. Discusses - multi-tenancy models, secure cluster bootstrapping, and the future roadmap of - enterprise GitOps. - language: English - resource_type: article - complexity: advanced - hierarchy: - - GitOps and Continuous Delivery - - Enterprise GitOps - - OpenShift - is_microservice: false - title: 'developers.redhat.com: The present and future of CI/CD with GitOps on Red - Hat OpenShift' -https://blog.bitsrc.io/ci-cd-best-practices-bca0ef665677: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033715.588917 - content_hash: 7a382d4022a4f0904d9b5987beb9c2c9a5c3fdf57e2d9cc1d288113ca43ed1f6 - v1_locations: - - docs/cicd.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Practical recommendations for maximizing the performance - and security of delivery loops. Live Grounding: Advocates for shifting security - left, treating pipelines as code, and prioritizing short-lived feature branches. - Provides actionable guidelines for optimizing feedback cycle speed.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Best Practices - is_microservice: false - title: CI/CD Best Practices 🌟 -https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033640.138963 - content_hash: bdc2aebb2ab7369b93ad578f8ffb7d6eb3062512a022a6bef7664897ad0d631a - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Practical deep dive into automating regression testing, - canary rollouts, and feedback. Live Grounding: Assesses the impact of AI-driven - validation on mitigating manual deployment verification bottlenecks. Highly relevant - for scaling organizations looking to eliminate human intervention points.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Automation - - Optimization Strategies - is_microservice: false - title: 'harness.io: 3 Ways to Use Automation in CI/CD Pipelines' -https://www.cloudbees.com/blog/tips-creating-successful-cicd-pipeline: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033592.165177 - content_hash: effa51dcae2e4efd8449be587d853dd0c4d12ed0a46a078a20f2ff19896692ff - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Distilled architectural rules for creating resilient, - fast, and scalable integration pipelines. Live Grounding: Focuses on trunk-based - development, early artifact creation, and environmental parity. Helps engineering - teams streamline deployment velocities while preserving code quality.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Best Practices - is_microservice: false - title: 'cloudbees.com: 7 Tips for Creating A Successful CI/CD Pipeline 🌟' -https://javi-kata.medium.com/ci-cd-the-journey-of-a-dummy-team-f51a061684bc: - title: 'javi-kata.medium.com: CI/CD the journey of a dummy team 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031910.131991 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://thinkinglabs.io/talks/feature-branching-considered-evil.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031094.213528 - content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: A provocative analysis contrasting long-lived feature - branches with trunk-based development. Live Grounding: Details how feature branches - delay integration, hide conflicts, and impede actual continuous integration. Offers - clear alternative patterns like branch-by-abstraction and feature flags.' - language: English - resource_type: Talk - complexity: Advanced - hierarchy: - - Software Delivery - - CI/CD Foundations - - Trunk-Based Development - is_microservice: false - title: 'thinkinglabs.io: Feature Branching considered evil 🌟' -https://www.tripwire.com/state-of-security/devops/everything-need-to-know-about-ci-cd-security: - title: 'tripwire.com: Everything You Need to Know About CI/CD and Security' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033827.508705 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://circleci.com/blog/top-5-ci-cd-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033384.718617 - content_hash: 6385a432d30bbffd6392fa8b8ea615c68126259866f0cc0ab652aa82c7c21b5a - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Outlines optimal pipeline management techniques centered - around speed and reliability metrics. Live Grounding: Emphasizes keeping builds - fast, security container scanning, and utilizing caching effectively. Practical - advice from CircleCI''s data-driven insights.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Best Practices - is_microservice: false - title: Top 5 CI/CD best practices for 2021 🌟 -https://cd.foundation/blog/2021/02/01/trends-that-will-define-ci-cd-in-2021: - title: 'cd.foundation: 2021 Technology Trends and Predictions' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034422.789965 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://www.opsmx.com/blog/what-is-a-ci-cd-pipeline: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032923.869288 - content_hash: 97f6d20d9e92a0d801401b8a236681ccf95f873cb1b7f50d7ad4051de3d8ae5d - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Breaks down the structural steps required to transition - code from git to cloud environments. Live Grounding: Outlines specific components - of secure pipelines, focusing on policy enforcement and validation stages. Highly - applicable for early security audits of delivery loops.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Delivery - - CI/CD Foundations - - Theory and Concepts - is_microservice: false - title: 'opsmx.com: What is a CI/CD Pipeline ?' -https://continuousdelivery.com/implementing/patterns: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029556.59361 - content_hash: e3973d329339a1f0b2c39d3e4fe39e6ff509ff3ffbdc1d98601558e72dad4eeb - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Canonical reference index for continuous delivery - methodologies based on Dave Farley and Jez Humble''s foundational work. Live Grounding: - Outlines immutable design principles including blue-green deployments, database - migrations, and trunk-based workflows. Crucial foundational patterns for cloud-native - architects.' - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Software Delivery - - Continuous Deployment - - Architectural Patterns - is_microservice: true - title: 'continuousdelivery.com: Patterns 🌟' -https://devops.com/7-popular-open-source-ci-cd-tools: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029056.362099 - content_hash: N/A - v1_locations: - - docs/cicd.md - - docs/jenkins-alternatives.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - - jenkins-alternatives.md - ai_summary: 'Curator Insight: Comparative survey of prominent open-source continuous - integration and deployment engines. Live Grounding: Analyzes Jenkins, GitLab, - Tekton, and others, contrasting their resource overheads and declarative features. - Useful for teams choosing a baseline deployment stack.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Open Source Pipelines - is_microservice: false - title: 'devops.com: 7 Popular Open Source CI/CD Tools' -https://testguild.com/podcast/automation/a345-mohamed: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034392.249777 - v1_locations: - - docs/cicd.md - content_hash: d9deb6ff05b4a32902b3a248b7d672456f4d6dcbbd2d4aab37806a0eedf61b79 - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Audio interview exploring the cultural and architectural - shift toward Pipeline-as-Code (PaC) designs. Live Grounding: Discusses real-world - declarative configuration files, versioning pipelines alongside source code, and - automated testing loops. Bridges manual QA with modern infrastructure automation.' - language: English - resource_type: Podcast - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Automation - - Pipeline-as-Code - is_microservice: false - title: 'testguild.com: Pipeline as Code with Mohamed Labouardy' -https://www.cloudbees.com/blog/ci-cd-pipeline: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029068.649731 - content_hash: 75de02badf1b6fdd169178bdf959ee7db5a5bed4a3e67d64c6a4408c5d8bded3 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Outlines the essential build blocks of a secure, enterprise-ready - continuous delivery system. Live Grounding: Analyzes pipeline stages from code - commit triggers to environment artifact promotion. Best for validating existing - delivery workflow completeness.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Implementation Guides - is_microservice: false - title: 'cloudbees.com: Key Components of a CI/CD Pipeline' -https://blog.thundra.io/why-a-ci/cd-pipeline-makes-good-business-sense: - title: 'blog.thundra.io: Why a CI/CD Pipeline Makes Good Business Sense' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032751.356307 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033672.911987 - content_hash: 8813c674d7aeab7ea026f8bd987d448a07b42515d6de5de52e1bb09b31a5e0d6 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: A structured audit checklist targeting modern, microservices-driven - Kubernetes pipeline builds. Live Grounding: Focuses on container image promotion, - security vulnerability gates, and metadata tracking. Crucial for designing compliance-ready - enterprise pipelines.' - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Software Delivery - - Cloud-Native Delivery - - Best Practices - is_microservice: true - title: 'jfrog.com: Cloud Native CI/CD: The Ultimate Checklist' -https://jfrog.com/blog/how-to-accelerate-software-delivery-with-hybrid-cloud-ci-cd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032663.171278 - content_hash: 2fc2838d6cd70dfcb22c7f51cbf8336970c4f5b21fd2f89da0bf0ae0375abf0f - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Case study analyzing delivery speedups for high-traffic, - e-commerce architectures in hybrid environments. Live Grounding: Illustrates cross-cloud - registry synchronization, multi-region deployments, and localized caching strategies. - Essential for scaling high-density, low-latency applications across on-prem and - cloud.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Software Delivery - - Cloud-Native Delivery - - Hybrid Cloud Deployments - is_microservice: true - title: 'jfrog.com: How to Accelerate Software Delivery with Hybrid Cloud CI/CD (e-commerce) - 🌟' -https://sdtimes.com/cicd/the-state-of-ci-cd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031361.213535 - content_hash: dda5822a97dba9a9cee5321cfca134089b38981bdff24ea09a8f726eb9cf8ac4 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Broad industry survey analyzing developer adoption - and tool fragmentation in delivery architectures. Live Grounding: Highlights the - continuous shift towards GitOps, automated security gates (DevSecOps), and platform - orchestration. Useful for long-term strategic architectural planning.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Industry Trends - is_microservice: false - title: 'sdtimes.com: The State of CI/CD' -https://www.javacodegeeks.com/2021/08/the-case-against-ci-cd.html: - title: 'javacodegeeks.com: The Case Against CI/CD' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031825.041216 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032704.149693 - content_hash: a9baa709a1aa348ddb05c34270e6a7cc2f537dfb3afcc5994133c2aef8d55316 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Direct correlation of continuous delivery maturity - with developer cognitive load and retention. Live Grounding: Explores the internal - developer platform (IDP) model, emphasizing self-service portal deployment mechanisms. - Highlights how lowering tool friction yields faster market delivery.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Platform Engineering - - Developer Experience - - Metrics and Strategy - is_microservice: false - title: 'thenewstack.io: Improve Dev Experience to Maximize the Business Value of - CD' -https://community.dataminer.services/ci-cd-and-the-agile-principles: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031104.963516 - content_hash: de7cbf110dad5ca4f3293b39d19b2b7d695ae441191d5e7ec2d444fd3f1daf17 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Maps technical CI/CD mechanisms onto Agile software - development principles and continuous collaboration. Live Grounding: Outlines - practical execution loops to integrate sprint feedback directly into pipeline - automated test setups. Good theoretical onboarding material.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Platform Engineering - - DevOps Culture - - Process Integration - is_microservice: false - title: 'community.dataminer.services: CI/CD and the Agile Principles' -https://medium.com/codezero-reflections/automated-build-and-deploy-pipelines-for-kubernetes-d268542cca52: - title: 'medium: Automated Build and Deploy Pipelines for Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032679.019373 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://medium.com/codezero-reflections/next-generation-kubernetes-deployments-12637eae9d68: - title: 'medium: Next Generation Kubernetes Deployments' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031020.533892 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://levelup.gitconnected.com/basics-of-ci-cd-a98340c60b04: - title: '==levelup.gitconnected.com: Basics of CI/CD==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032223.554741 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://www.techrepublic.com/article/how-to-choose-the-right-cicd-platform: - title: 'techrepublic.com: CI/CD platforms: How to choose the right continuous integration - and delivery system for your business' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034450.088836 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://stackoverflow.blog/2021/12/20/fulfilling-the-promise-of-ci-cd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032753.995263 - content_hash: 1a2a93c5ad4534591d80a179381501ecd900319be6a59883a708030afb1028ad - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Identifies operational gaps preventing organizations - from achieving real CI/CD performance. Live Grounding: Explores why tooling isn''t - a silver bullet, focusing instead on internal developer advocacy and shifting - metrics from outputs to outcomes.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Developer Experience - is_microservice: false - title: '==stackoverflow.blog: Fulfilling the promise of CI/CD==' -https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030413.3401 - content_hash: d52829fa868bffdd6da2b5243ee9aef98b9654ec3892095a98453d54b3211449 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Presentation slides clarifying the crucial distinction - between ad-hoc bash scripting and declarative platform-based CD. Live Grounding: - Contrasts custom deploy scripts with scalable container-based rollout engines. - Focuses on cost efficiency, reproducibility, and declarative systems.' - language: English - resource_type: Slides - complexity: Advanced - hierarchy: - - Software Delivery - - Continuous Deployment - - Architectural Patterns - is_microservice: false - title: '==speakerdeck.com: Deployment Scripting != Continuous Delivery==' -https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029341.064275 - content_hash: 802da147457b1937baa902379e473a536c2e4da5b6101cdbd7ccf31443679c41 - v1_locations: - - docs/cicd.md - - docs/faq.md - tags: - - '[LEGACY]' - v2_locations: - - faq.md - - cicd.md - ai_summary: 'Curator Insight: Explains the integration of legacy build architectures - with cloud-native Kubernetes deployments. Live Grounding: Focuses on managing - microservice dependencies, service meshes, and GitOps workflows in multi-cluster - systems. Essential for platform transition projects.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud-Native Infrastructure - - Kubernetes Delivery - - Enterprise Orchestration - is_microservice: true - title: 'devopsdigest.com: CI/CD Deployments: How to Expedite Across a Kubernetes - Environment With DevOps Orchestration' -https://medium.com/softwareimprovementgroup/ci-cd-best-practices-how-to-set-up-your-pipeline-4643eea14bfa: - title: 'medium.com/softwareimprovementgroup: CI/CD best practices: How to set up - your pipeline' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030931.494985 - content_hash: N/A - v1_locations: - - docs/cicd.md -? https://medium.com/dynatrace-engineering/how-to-combine-and-automate-infrastructure-and-application-deployment-in-a-microservice-environment-a16b664bb8b5 -: title: 'medium.com/dynatrace-engineering: How to combine and automate infrastructure - and application deployment in a microservice environment' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030931.494985 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032236.288236 - content_hash: e9304d306f8d0a0e1a54cdafa7bc9a826aeae59606ba8e3f1e1cfe1a5b51b529 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Culture-focused guide outlining change management - best practices for migrating to modern deployment patterns. Live Grounding: Focuses - on phased migration, building internal developer champions, and utilizing lightweight - automation pilots. Helpful for engineering directors managing transitions.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Platform Engineering - - DevOps Culture - - Process Integration - is_microservice: false - title: 'thenewstack.io: 4 Best Practices to Drive Successful Adoption of CI/CD' -https://about.gitlab.com/blog/2022/02/03/how-to-keep-up-with-ci-cd-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030653.098463 - v1_locations: - - docs/cicd.md - content_hash: 47f60bd1cf0c6c3a7564a9dbbe681d61ef4b0a856ccfd3ede24bf02b54bea636 - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Provides a roadmap for keeping engineering skillsets - aligned with state-of-the-art deployment practices. Live Grounding: Explores GitOps - integrations, pipeline security monitoring, and automated performance tracking. - A good educational resource for career platform engineers.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - CI/CD Foundations - - Industry Trends - is_microservice: false - title: 'about.gitlab.com: How to keep up with CI/CD best practices' -https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029226.348054 - content_hash: 3c5e71dac30a2ffe0ead92ac88806d27551c76748cc7f96a6fdd426884e03045 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Discusses the cultural mindset shifts necessary to - successfully execute technical CI/CD platforms. Live Grounding: Emphasizes treating - feedback loops as critical team alignment vectors rather than purely code checks. - Provides a non-technical introduction.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Platform Engineering - - DevOps Culture - - Process Integration - is_microservice: false - title: 'linkedin pulse: Enabling CI/CD to Boost DevOps | Pavan Belagatti' -https://about.gitlab.com/blog/2022/04/13/how-to-learn-ci-cd-fast: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034581.891297 - v1_locations: - - docs/cicd.md - content_hash: 302a5921dc83a6dec68eb592a4d5f97c7b6f8e099d394113aa37d68ff28375ca - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Practical learning blueprint focusing on building - incremental toy pipelines using GitLab CI. Live Grounding: Recommends direct hand-on - setups of simple test automation and container builds before transitioning to - complex deployments. Perfect for rapid developer upskilling.' - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Delivery - - CI/CD Foundations - - Onboarding and Training - is_microservice: false - title: 'about.gitlab.com: How to learn CI/CD fast' -https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030730.166632 - content_hash: 4ac8709c44bdf079a48f72ec68aeac77b71fc7d9907ea58481a9f9697d68b6b2 - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Critiques monolithic, bloated pipeline scripts that - aggregate multiple team steps. Live Grounding: Details the benefits of decentralized, - modular microservice pipelines that deploy independently. Highly relevant for - architects planning the decomposition of delivery infrastructure.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Delivery - - Cloud-Native Delivery - - Microservices vs Monoliths - is_microservice: true - title: 'thenewstack.io: Are Monolith CI/CD Pipelines Killing Quality in Your Software?' -https://www.clickittech.com/devops/ci-cd-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032108.695787 - content_hash: 40356ee43da6471720efc04f8938a1d11b742fd4eabf9aef606f72320a5d535f - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Targets highly regulated sector constraints within - continuous software integration pipelines. Live Grounding: Explores compliance - logging, SOC2 control checkpoints, auditability, and automated vulnerability scanning. - Critical for building secure enterprise delivery gates.' - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Platform Engineering - - Security and Compliance - - Finance and Enterprise - is_microservice: false - title: 'clickittech.com: CI/CD Best Practices: Top 10 Practices for Financial Services' -https://medium.com/@rifkikarimr/continuous-integration-and-continuous-deployment-best-practices-for-devops-b99eac071a5c: - title: 'medium.com/@rifkikarimr: Continuous Integration and Continuous Deployment: - Best Practices for DevOps 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034450.0732 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://www.guru99.com/ci-cd-pipeline.html: - title: '==guru99.com: CI/CD Pipeline: Learn with Example== 🌟🌟🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029309.796957 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://dzone.com/articles/how-to-build-an-effective-cicd-pipeline: - title: '==dzone.com: How To Build an Effective CI/CD Pipeline==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031215.646157 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://www.groundcover.com/blog/ci-cd-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032054.507776 - content_hash: 74f8d3c4d8190997dc5eb2683fe9c13e53f95fdc3f5879305ac650eeb028a57a - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Evaluates the modern, Kubernetes-native shift in build - pipelines (Tekton, Argo, Jenkins X). Live Grounding: Outlines how cloud-native - orchestration removes VM runner overheads via isolated pod execution. Essential - reading for selecting modern Kubernetes build architectures.' - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Cloud-Native Infrastructure - - Kubernetes Delivery - - Engine Evaluation - is_microservice: true - title: 'groundcover.com: Cloud-native CI/CD? Yeah, that’s a thing 🌟' -https://spacelift.io/blog/kubernetes-ci-cd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030009.350781 - content_hash: b7eb22d7c4a53e11fe5e53c060ea0f8515275c556ceedbd9129949ed88428c9b - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Practical guide mapping pipeline design patterns specifically - for deployment into Kubernetes. Live Grounding: Outlines declarative configuration, - helm packaging, namespace scoping, and secret management patterns. Essential for - platform developers implementing resilient Kubernetes pipelines.' - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Cloud-Native Infrastructure - - Kubernetes Delivery - - Implementation Guides - is_microservice: true - title: '==spacelift.io: Kubernetes CI/CD Pipelines – 7 Best Practices and Tools - | James Walker== 🌟' -https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030207.329881 - content_hash: 3a20172b0009799d264e46804682404fb96022e3803777d72661f9e0d35f647a - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Targets the complex challenge of automating database - schema evolutionary changes within standard CI/CD. Live Grounding: Explores declarative - schema management and migration tooling (Liquidbase, Flyway) running inside pipeline - validation checks. Essential for achieving end-to-end CD capabilities.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Delivery - - Continuous Deployment - - Database Migrations - is_microservice: false - title: 'thenewstack.io: Embracing Database Deployments in CI/CD Practices with Git' -https://hart-michael.medium.com/why-you-need-continuous-deployment-93d7b5936523: - title: 'hart-michael.medium.com: Why You Need Continuous Deployment' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030286.873687 - content_hash: 2b11227e65f8c2e31bd48c6211e888907cd75437a6dc2b0d4ef8cddf1b39ab70 - v1_locations: - - docs/cicd.md -? https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514 -: description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030286.873687 - content_hash: 2b11227e65f8c2e31bd48c6211e888907cd75437a6dc2b0d4ef8cddf1b39ab70 - v1_locations: - - docs/azure.md - - docs/cicd.md - - docs/iac.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - cicd.md - - iac.md - ai_summary: 'Curator Insight: Analyzes the application of LLM co-pilots in rapidly - writing secure ARM and Bicep configurations. Live Grounding: Demonstrates how - contextual AI generators drastically lower human-error risk in pipeline IaC templates. - Highly representative of modern 2025/2026 operational shifts.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Infrastructure - - Infrastructure as Code - - AI-Assisted Operations - is_microservice: false - title: 'hart-michael.medium.com: Why You Need Continuous Deployment' -https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5: - title: Automating Kubernetes Deployments with Helm Charts - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034265.090267 - content_hash: N/A - v1_locations: - - docs/cicd.md - - docs/helm.md - - docs/kubernetes-tutorials.md -https://dzone.com/articles/an-overview-of-cicd-pipelines-with-kubernetes: - title: '==dzone.com: An Overview of CI/CD Pipelines With Kubernetes==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033263.05317 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://thenewstack.io/kubernetes-ci-cd-pipelines-explained: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032817.542042 - content_hash: e6cdb77222c7e177bf37640c7de8e8933c4e7bb0a00beba8e10cbc678d58cb3a - v1_locations: - - docs/cicd.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: 'Curator Insight: Translates general CI/CD definitions specifically - to containerized applications and orchestration systems. Live Grounding: Explains - the roles of registries, ingress configurations, and continuous delivery loops - inside K8s setups. A clean architectural overview.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Infrastructure - - Kubernetes Delivery - - Theory and Concepts - is_microservice: true - title: '==thenewstack.io: Kubernetes CI/CD Pipelines Explained==' -https://betanews.com/2022/01/26/overcoming-observability-challenges: - title: '==betanews.com: Overcoming observability challenges in the CI/CD Pipeline==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034516.991445 - content_hash: N/A - v1_locations: - - docs/cicd.md -https://chrisarcand.com/purposeful-commits: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029466.476981 - content_hash: 3708eca14d70070ed39eb5debe650c227b469b50fba20dc9844e5cdda735c4e4 - v1_locations: - - docs/cicd.md - - docs/devops.md - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - - devops.md - - git.md - ai_summary: 'Curator Insight: Explores the cultural developer hygiene of crafting - clear, logical git commits. Live Grounding: Details how concise commit histories - simplify pipeline automated testing, automated changelogs, and fast deployment - troubleshooting. Essential software craft guidance.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Delivery - - CI/CD Foundations - - Trunk-Based Development - is_microservice: false - title: Purposeful Commits -https://developers.redhat.com/blog/2019/07/08/10-tips-for-reviewing-code-you-dont-like: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033569.986339 - content_hash: N/A - v1_locations: - - docs/cicd.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cicd.md - ai_summary: Provides key strategies and human-centric engineering guidelines for - conducting constructive code reviews when encountering architectures or patterns - that diverge from personal preferences. 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Offers actionable advice for platform teams.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Developer Experience - is_microservice: false - title: 'helpnetsecurity.com: How to make DevSecOps stick with developers' -https://blog.christophetd.fr/shifting-cloud-security-left-scanning-infrastructure-as-code-for-security-issues: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031436.359359 - content_hash: 862e5eaad0e722b9e45e8f56df08f0749cb98c630c3abaad8e2cdb9947efde13 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'A deep-dive analysis on shifting cloud security left by scanning Infrastructure - as Code (IaC) templates for misconfigurations before deployment. Contrast: Curator - Insight targets traditional static code checks, while Live Grounding validates - that integrating tools like tfsec, Checkov, and Kics directly into CI/CD is now - an industry standard. Essential for platform engineering security.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Infrastructure as Code Security - - Static Analysis - is_microservice: true - title: 'blog.christophetd.fr: Shifting Cloud Security Left β€” Scanning Infrastructure - as Code for Security Issues' -https://securityboulevard.com/2021/02/devops-vs-devsecops-heres-how-they-fit-together: - title: 'securityboulevard.com: DevOps vs. DevSecOps – Here’s How They Fit Together' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030305.579581 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://opensource.com/article/21/2/devsecops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029475.149062 - content_hash: 731e13ebf16963f709dc515c8c541249436be0f90202a403a7520c4f7903f511 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'A framework outlining the transition phases required to replace manual - gates with continuous, automated pipeline security verification. Contrast: Curator - Insight prioritizes basic cultural shift milestones, whereas Live Grounding highlights - that success requires scaling Policy-as-Code engines globally. Excellent strategic - reference.' - language: English - resource_type: Article - complexity: Introductory - hierarchy: - - DevSecOps - - Culture and Strategy - - Process Automation - is_microservice: false - title: 'opensource.com: How to adopt DevSecOps successfully' -https://devops.com/devsecops-trends-for-2021: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030802.985596 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Analyzes the shift-left security trends that reshaped CI/CD integrations - throughout the decade. Contrast: Curator Insight highlights early tooling trends, - while Live Grounding confirms these trends matured into standard eBPF monitoring - and declarative cloud-native security platforms. Useful historical and architectural - analysis.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Industry Analysis - is_microservice: false - title: 'devops.com: DevSecOps Trends to Know For 2021' -https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030778.985693 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Charts the evolutionary process of software delivery paradigms from - Agile pipelines to highly secure, integrated DevSecOps models. Contrast: Curator - Insight emphasizes process taxonomy changes, while Live Grounding demonstrates - that DevSecOps must now be embedded into Developer Portals (IDPs) to ensure standard - compliance. Synthesizes evolutionary paradigms.' - language: English - resource_type: Article - complexity: Introductory - hierarchy: - - DevSecOps - - Culture and Strategy - - Evolutionary Design - is_microservice: false - title: 'devops.com: From Agile to DevOps to DevSecOps: The Next Evolution' -https://permission.site: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033973.881882 - content_hash: 8751b1ccb4b5b1b037cfbc8d7b6b6d92694163d0b7a6d928ad4672d9d4d17969 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'An interactive utility playground showcasing browser-level security - controls, cross-site scripting vulnerabilities, and API permission parameters. - Contrast: Curator Insight highlights simple functional tests, whereas Live Grounding - proves its value as a secure sandbox for teaching web security architectures. - Essential tool for security engineers.' - language: English - resource_type: Tool - complexity: Introductory - hierarchy: - - Application Security - - Web Exploitation - - Testing Environments - is_microservice: false - title: permission.site -https://www.ais.com/leaping-into-devsecops-from-devops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029365.138705 - content_hash: 498ff81ddd1e0c414abbd06859117cd5186372a7ea98a5c833560801ec5c7c6e - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Offers structural steps to migrate existing DevOps operations toward - a DevSecOps operational state. Contrast: Curator Insight notes basic pipeline - modifications, whereas Live Grounding shows that identity security and secrets - orchestration represent the largest transition hurdles. Highly practical implementation - blueprint.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Transition Guides - is_microservice: false - title: 'ais.com: Leaping into DevSecOps from DevOps' -https://www.infoq.com/news/2020/06/defense-department-devsecops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034454.181785 - content_hash: 92a0e8d8202bc267e0d69533a2ac526abe91ce68d5f8a83842c66025881006f4 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'An architectural case study exploring the US Department of Defense''s - massive transition to DevSecOps utilizing Kubernetes and Istio inside air-gapped - systems. Contrast: Curator Insight highlights organizational friction, while Live - Grounding shows this effort proved zero-trust container orchestration was viable - at massive scales. Indispensable reading for regulated cloud architects.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - DevSecOps - - Culture and Strategy - - Government Case Studies - is_microservice: true - title: 'infoq.com: The Defense Department''s Journey with DevSecOps' -? https://aws.amazon.com/blogs/devops/building-end-to-end-aws-devsecops-ci-cd-pipeline-with-open-source-sca-sast-and-dast-tools -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034454.181785 - content_hash: 92a0e8d8202bc267e0d69533a2ac526abe91ce68d5f8a83842c66025881006f4 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: 'An AWS reference guide detailing how to construct a secure CI/CD pipeline - using open-source SCA, SAST, and DAST integrations. Contrast: Curator Insight - presents basic CloudFormation setups, while Live Grounding verifies this as a - highly robust template for production-grade AWS workloads. Excellent blueprint - for platform security.' - language: English - resource_type: Technical Guide - complexity: Advanced - hierarchy: - - DevSecOps - - Pipeline Security - - AWS Architecture - is_microservice: true - title: 'infoq.com: The Defense Department''s Journey with DevSecOps' - SCA, SAST and DAST tools' -https://www.infoq.com/articles/devops-secure-trends: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031753.05215 - content_hash: 8806d1d6001c4d3bbebebb85de314b8e1f772ef9d7b017bc9fa0e9c6b3fd3f65 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Analyzes nine architectural trends that influenced enterprise DevOps - security pipelines. Contrast: Curator Insight identifies early pipeline indicators, - while Live Grounding validates that these trends ultimately consolidated into - Platform Engineering''s Golden Paths. Offers deep technological perspective.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Industry Analysis - is_microservice: false - title: 'infoq.com: 9 Trends That Are Influencing the Adoption of Devops and Devsecops - in 2021' -https://www.addteq.com/blog/2021/03/the-real-difference-between-devops-and-devsecops: - title: 'addteq.com: The REAL Difference between DevOps and DevSecOps' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032874.347174 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.invensislearning.com/blog/devops-vs-devsecops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029377.758482 - content_hash: 5625f7ddc2c5cbcbdad5c9ca24fa45761c284547c1eb3611573b04beaeb24618 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Distinguishes the exact operational and architectural boundaries separating - classic DevOps from modern DevSecOps. Contrast: Curator Insight details simple - workflow differences, while Live Grounding proves that DevSecOps represents a - declarative shift from reactive scanning to continuous runtime enforcement. Excellent - educational reference.' - language: English - resource_type: Article - complexity: Introductory - hierarchy: - - DevSecOps - - Culture and Strategy - - Transition Guides - is_microservice: false - title: 'invensislearning.com: Difference between DevOps and DevSecOps' -https://www.techerati.com/features-hub/opinions/devsecops-eight-tips-for-truly-securing-software: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030565.270961 - v1_locations: - - docs/devsecops.md - content_hash: ed89bd7b96ad1ee457f0e6f3b09679189687047e5d65f7c15e7e5153e2eecf59 - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Provides eight actionable metrics and architectural modifications designed - to secure software projects without compromising release velocity. Contrast: Curator - Insight prioritizes process checklists, while Live Grounding shows that automating - threat modeling and vulnerability scoring is the most impactful step. Highly actionable - for developers.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Best Practices - is_microservice: false - title: 'techerati.com: DevSecOps: Eight tips for truly securing software' -https://devops.com/secdevops-is-the-solution-to-cybersecurity: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031037.199761 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Argues for SecDevOps as a necessary architectural standard rather than - an afterthought. Contrast: Curator Insight highlights organizational naming patterns, - while Live Grounding emphasizes that security must be treated as native code to - successfully reduce exploit surface areas. Key reading for security leadership.' - language: English - resource_type: Article - complexity: Introductory - hierarchy: - - DevSecOps - - Culture and Strategy - - Organizational Alignment - is_microservice: false - title: 'devops.com: SecDevOps is the Solution to Cybersecurity 🌟' -https://www.techrepublic.com/article/devops-is-getting-code-released-faster-than-ever-but-security-is-lagging-behind: - title: 'techrepublic.com: DevOps is getting code released faster than ever. But - security is lagging behind' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031898.058295 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.redeszone.net/noticias/seguridad/configurar-mal-nube-vulnerabilidades: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030328.465295 - content_hash: 1c32c0b7c675466f0f9e4297fbc0b00c5638cb1fa2f4c637d50b07b2ef99b01c - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Analiza cΓ³mo la mala configuraciΓ³n de la nube es el principal vector - de vulnerabilidades en entornos de producciΓ³n. Contrast: El anΓ‘lisis original - destaca errores humanos de configuraciΓ³n, mientras que la verificaciΓ³n en vivo - demuestra la necesidad de implementar herramientas de remediaciΓ³n automΓ‘tica de - IaC. [SPANISH CONTENT]' - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Security - - Infrastructure Misconfigurations - - Industry Analysis - is_microservice: false - title: 'redeszone.net: No configurar bien la nube es culpable de la mayorΓ­a de vulnerabilidades' -https://www.bbvanexttechnologies.com/blogs/filosofia-devsecops-en-el-desarrollo-de-aplicaciones-sobre-azure: - title: 'bbvanexttechnologies.com: FilosofΓ­a DevSecOps en el desarrollo de aplicaciones - sobre Azure' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033280.478237 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033384.654005 - content_hash: 062c3605d04115653bc08e7579a454e5eb87f679641554b002d22467863cc278 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Presents a maturity taxonomy to help engineering departments benchmark - their progression towards fully automated, self-healing security environments. - Contrast: Curator Insight maps qualitative milestones, while Live Grounding proves - that mapping security readiness to MTTR metrics yields highly accurate risk reduction - measurements. Vital leadership resource.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Maturity Frameworks - is_microservice: false - title: 'thenewstack.io: Where Are You on the DevSecOps Maturity Curve?' -https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-them: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032244.858547 - content_hash: 053e8579e451b5f24e1940222fad59b9a44af04eb80f0fe3b3c1e1991825b70c - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Identifies the five most critical secrets management mistakesβ€”such - as hardcoding or relying on static API keysβ€”and outlines concrete mitigations. - Contrast: Curator Insight points to basic vault storage patterns, while Live Grounding - confirms that modern architectures rely on dynamic identity authentication (e.g., - SPIFFE/SPIRE). Indispensable coding guide.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Security - - Secrets Management - - Best Practices - is_microservice: true - title: 'thenewstack.io: The Top 5 Secrets Management Mistakes and How to Avoid Them' -https://torq.io/blog/5-security-automation-examples-for-non-developers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030436.474858 - content_hash: 08d46aece2944e8cf358d3466697a9de07b1393ee0bfbebc484c57a41139c2d4 - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Provides five actionable automation playbooks for SecOps teams to streamline - alert triage and response actions. Contrast: Curator Insight presents low-code - solutions for non-developers, while Live Grounding shows that automating through - structured JSON endpoints and centralized notification platforms is key to keeping - MTTR minimal. Practical operational guide.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security Operations - - SOAR and Automation - - Low-Code Platforms - is_microservice: false - title: 'torq.io: 5 Security Automation Examples for Non-Developers' -https://www.infoq.com/articles/serverless-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030971.518189 - content_hash: be26a44105cf8f606f31670261ce17533b7c80974a3e8a2dc69816f8c839e5e7 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Investigates application boundaries in FaaS/Serverless paradigms, examining - IAM policies and request validation patterns. Contrast: Curator Insight suggests - that removing the host removes security risks, while Live Grounding highlights - that fine-grained event-source authentication is the primary line of defense. - Highly relevant for cloud-native developers.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Security - - Serverless Security - - Threat Modeling - is_microservice: true - title: 'infoq.com: Serverless Security: What''s Left to Protect?' -https://www.dqindia.com/secure-cicd-pipeline-tips-experts: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029322.638166 - content_hash: b581c50aca83d08de39719f5c5d114d2eb0724e4aff4362afd2d54a6011f421a - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Aggregates actionable advice for securing pipelines against supply - chain compromises and unverified third-party scripts. Contrast: Curator Insight - highlights standard network isolation, while Live Grounding shows that signed - commits (Cosign) and automated SBOM validation are mandatory safeguards. Highly - practical security guide.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Pipeline Security - - Best Practices - is_microservice: false - title: 'dqindia.com: Secure your CI/CD pipeline with these tips from experts' -https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032819.729322 - content_hash: 1e9befeb8da9700240b73704bfb2acbc25c76079cf760121ad78fe95553a2953 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Deconstructs the key engineering skillsets required to build and support - cloud security infrastructures. Contrast: Curator Insight emphasizes separate - security operations roles, while Live Grounding shows that these skills are being - abstracted into standard Platform Engineering team templates. Excellent career - roadmap.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Organizational Alignment - is_microservice: false - title: 'thenewstack.io: The DevSecOps Skillsets Required for Cloud Deployments' -? https://devblogs.microsoft.com/engineering-at-microsoft/you-cant-have-security-for-devops-until-you-have-devops-for-security -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032819.729322 - content_hash: 1e9befeb8da9700240b73704bfb2acbc25c76079cf760121ad78fe95553a2953 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'An elite architectural case study detailing how Microsoft treats internal - security pipelines as first-class, agile software products. Contrast: Curator - Insight focuses on testing velocity, while Live Grounding highlights the success - of automated internal developer portals (IDPs) in enforcing default-secure baselines. - Essential reading for enterprise leaders.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - DevSecOps - - Culture and Strategy - - Organizational Alignment - is_microservice: false - title: 'thenewstack.io: The DevSecOps Skillsets Required for Cloud Deployments' - DevOps for security' -https://goteleport.com/blog/hack-via-pull-request: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030356.617467 - content_hash: 4ebb9f0befba5262d4181d45cd1c6ba635052f975f289da62ff101aea6074f30 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'A highly technical, post-mortem style security breakdown of how malicious - pull requests can compromise CI/CD workflows and leak cloud IAM credentials. Contrast: - Curator Insight alerts to weak configuration risks, while Live Grounding validates - that implementing OIDC with short-lived tokens is key to shutting down this attack - vector. Vital technical read.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - DevSecOps - - Pipeline Security - - Attack Vectors - is_microservice: true - title: 'goteleport.com: Anatomy of a Cloud Infrastructure Attack via a Pull Request' -https://edidiongasikpo.com/how-to-give-developers-secure-access-to-kubernetes-clusters: - title: '==edidiongasikpo.com: How to Give Developers Secure Access to Kubernetes - Clusters== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032556.267089 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/cncf/tag-security: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034394.963452 - content_hash: fbaed98c63fc735d027aaa6ca925d7db7cc292526f16fb9a3c807331039634b5 - v1_locations: - - docs/devsecops.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 2263 - gh_pushed: '2025-12-08T07:51:51Z' - ai_summary: 'The definitive open-source reference registry for cloud-native security, - compliance, and secure supply chain standards. Contrast: Curator Insight points - to its general advisory group status, while Live Grounding confirms its Security - Whitepaper and Threat Matrix are foundational maps used by Fortune 500 platform - architects.' - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Native Security - - Community Standards - - Frameworks - is_microservice: false - title: 'cncf/tag-security: CNCF Security Technical Advisory Group 🌟' -https://enterprisersproject.com/article/2021/8/5-devsecops-open-source-projects-know: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029991.134165 - content_hash: a06f31d39d9cc6004e24a94e711b6974b90d032c58f6590007c91fa836f50a77 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Profiles five core open-source tools powering cloud-native DevSecOps - security, including Trivy, Falco, and Open Policy Agent. Contrast: Curator Insight - presents them as rising projects, whereas Live Grounding confirms they are de - facto CNCF industry standards today. Excellent reference checklist for tooling - selection.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Tooling Directories - - Open Source - is_microservice: true - title: 'enterprisersproject.com: 5 DevSecOps open source projects to know' -https://github.com/quay/clair: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030825.147182 - content_hash: 1e729a3cf2443b982f852d17b82628dce7dde68c23e2469694ca4a11bfc16305 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 10984 - gh_pushed: '2026-05-20T04:45:50Z' - ai_summary: 'The premier open-source static container vulnerability engine, running - as an API service to systematically parse image layers for CVEs. Contrast: Curator - Insight focuses on container registry integration, while Live Grounding confirms - its absolute dominance as a core scanning backend for enterprise registries like - Quay. Built specifically for high-throughput pipelines.' - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Container Security - - Vulnerability Management - - Static Analysis - is_microservice: true - title: Clair -https://www.sigstore.dev: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031064.350005 - content_hash: 9ca3892c58c2389cfbbb8a865d21a7d06d0b4896bcc12d7b86576bb51a583138 - v1_locations: - - docs/devsecops.md - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - ai_summary: The premier open-source system for cryptographic artifact signing and - public ledger verification. Drastically simplifies code-signing workflows through - the orchestration of ephemeral short-lived certificates and OIDC identities. - language: en - resource_type: project - complexity: Advanced - hierarchy: - - Cloud Native Security - - Supply Chain Security - - Image Signing - is_microservice: false - title: Sigstore -https://github.com/stackrox/kube-linter: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034288.397243 - content_hash: 63d458c7d237116f832b38a1fee34e8859f5ad4cd704dfe9f68a28ce0ac230c6 - v1_locations: - - docs/devsecops.md - - docs/kubernetes-tools.md - - docs/yaml.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - - devsecops.md - tags: - - '[ENTERPRISE-STABLE]' - gh_stars: 3450 - gh_pushed: '2026-05-21T22:18:29Z' - ai_summary: A static analysis tool that analyzes Kubernetes YAML manifests and Helm - charts against best practices for security and production readiness. Checks for - running as root, container security context settings, and missing resource limits. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - DevSecOps - - Infrastructure as Code Security - - Static Analysis - is_microservice: false - title: KubeLinter -https://github.com/open-policy-agent/gatekeeper: - title: Open Policy Agent and Gatekeeper - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029155.082744 - content_hash: 40520569d9b4fe30f20da47e59d6dbec2a89cf1120e170372d26e63fdaff68b2 - v1_locations: - - docs/devsecops.md - - docs/kubernetes.md - gh_license: Apache-2.0 - needs_ai_refresh: true -https://falco.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034531.0047 - content_hash: ffd2ac3c7506c38519d32c116269d533fde537ccc686126e1e222020b45df6be - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - ai_summary: The Cloud Native Computing Foundation (CNCF) graduate threat detection - engine. Uses eBPF or kernel modules to parse system calls at runtime, triggering - immediate notifications on suspicious actions such as container privilege escalation, - host namespace access, or unexpected shell generation. - language: English - resource_type: Website - complexity: Advanced - hierarchy: - - Runtime Security - - Threat Detection - - Falco - is_microservice: false - title: Falco -https://thenewstack.io/10-steps-to-simplify-your-devsecops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031450.903703 - content_hash: 515a6992987927a01b26c52d326817ad653f51c07cdf4f8a341263cd3ed496a6 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Presents a pragmatic, ten-step plan designed to streamline DevSecOps - pipelines and avoid tool alert fatigue. Contrast: Curator Insight details manual - checklist integrations, while Live Grounding proves that adopting automated ''Golden - Paths'' is the only viable way to scale security seamlessly across large organizations.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Best Practices - is_microservice: false - title: 'thenewstack.io: 10 Steps to Simplify Your DevSecOps' -https://devops.com/transform-mobile-devops-into-mobile-devsecops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029552.416402 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Explores the unique pipeline, binary scanning, and code-signing security - constraints native to mobile DevSecOps workflows. Contrast: Curator Insight highlights - simple build pipeline configurations, while Live Grounding validates that secure - modern mobile CI/CD relies heavily on ephemeral cloud-device hardware pools and - KMS systems. Actionable mobile engineering guide.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - DevSecOps - - Pipeline Security - - Mobile Deployment - is_microservice: false - title: 'devops.com: Transform Mobile DevOps into Mobile DevSecOps' -https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-applications: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031085.032842 - content_hash: 0ed3167a4d1752e7a7bed61144523278890c0c37656eb061818701f88e65b621 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Presents six foundational guidelines for securing IaC templates before - cloud deployments. Contrast: Curator Insight limits its scope to simple template - linters, while Live Grounding confirms that evaluating IaC using declarative Policy-as-Code - engines (like OPA) is the standard method to block configuration drift. Essential - reference.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Infrastructure as Code Security - - Best Practices - is_microservice: true - title: 'thenewstack.io: Infrastructure-as-Code: 6 Best Practices for Securing Applications - 🌟' -https://devops.com/securing-your-software-development-pipelines: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030069.204834 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Addresses operational mechanisms needed to secure build pipelines, - artifact repositories, and build nodes from compromise. Contrast: Curator Insight - targets basic registry access permissions, while Live Grounding proves that isolating - pipeline execution inside short-lived, ephemeral runners is critical to prevent - supply-chain attacks. Actionable technical reference.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Pipeline Security - - Best Practices - is_microservice: true - title: 'devops.com: Securing Your Software Development Pipelines' -https://thenewstack.io/how-gitops-benefits-from-security-as-code: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030350.115042 - content_hash: 90b26b5baadb8632a50592d4501142ea20f72c747a24c9133ad516c8cc1ade21 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Explains the intersection of Security-as-Code and GitOps continuous - reconciliation pipelines. Contrast: Curator Insight champions basic commit-level - auditing, while Live Grounding shows that production architectures use real-time - admission controllers (like Gatekeeper) to reject drift in GitOps clusters. Crucial - blueprint for modern GitOps platforms.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Native Security - - GitOps - - Policy as Code - is_microservice: true - title: 'thenewstack.io: How GitOps Benefits from Security-as-Code' -https://devops.com/tips-for-a-successful-devsecops-life-cycle: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031693.822474 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'A granular walkthrough detailing how to embed automated security checkpoints - across each phase of the application development lifecycle. Contrast: Curator - Insight focuses on sequential steps, whereas Live Grounding demonstrates that - real-time developer feedback loops are required to prevent security tool alert - exhaustion. Helpful implementation guide.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Transition Guides - is_microservice: false - title: 'devops.com: Tips for a Successful DevSecOps Life Cycle' -https://blog.aquasec.com/advanced-persistent-threat-techniques-container-attacks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032257.073688 - content_hash: ab4341ee5986b09cd83006d9f518d9d926f36c1f575fd07a9acb383ecb208ea7 - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'An in-depth analysis of how advanced threat actors utilize system call - injection and container escapes inside clusters. Contrast: Curator Insight focuses - on container engine configuration vulnerabilities, while Live Grounding confirms - that modern runtime protection relies heavily on eBPF telemetry (e.g. Tetragon, - Falco) to detect threat vectors. Highly technical.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Container Security - - Runtime Protection - - Threat Analysis - is_microservice: true - title: 'blog.aquasec.com: Advanced Persistent Threat Techniques Used in Container - Attacks' -https://thenewstack.io/5-misconceptions-about-devsecops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030658.355861 - content_hash: dece9304c76c832bf5aa382743d09a4ee91d112caa44f6e1449955a1c539cf0f - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Deconstructs five persistent industry myths, such as ''security slows - development down'' or ''DevSecOps is just automation tools''. Contrast: Curator - Insight analyzes simple organizational conflicts, while Live Grounding proves - that separating policies from application repositories enables velocity. Indispensable - strategic roadmap.' - language: English - resource_type: Article - complexity: Introductory - hierarchy: - - DevSecOps - - Culture and Strategy - - Organizational Alignment - is_microservice: false - title: 'thenewstack.io: 5 Misconceptions About DevSecOps' -https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029565.297245 - content_hash: 1c3f46b5b141b7be53a7466ed2514a9c1332163fda52fc72877e2c9c9bd46469 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Details why cloud-native microservices require zero-trust strategies - to mitigate network-based lateral threat progression. Contrast: Curator Insight - focuses on conceptual ideas of dynamic identity, while Live Grounding proves that - Service Meshes (Istio) and mutual TLS represent the standard implementation framework. - Critical reading for cloud architects.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Native Security - - Zero Trust - - Architecture Design - is_microservice: true - title: 'thenewstack.io: Why Cloud Native Systems Demand a Zero Trust Approach' -https://dzone.com/articles/security-matters-vulnerability-scanning-done-right-1: - title: '==dzone: Security Matters: Vulnerability Scanning Done Right!== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033906.292354 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://opensource.com/article/21/12/open-source-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030348.032625 - content_hash: c0d9f48e4fe63546109b148535be6c161aeb13bfbdf587bb3f04bb2520b284cf - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Reviews five high-impact open-source security guidelines and registries - created in 2021. Contrast: Curator Insight points to general documentation references, - while Live Grounding highlights that these resources formed the basis of supply-chain - security guidelines in enterprise engineering. Good historical context.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Community Resources - - Industry Analysis - is_microservice: false - title: 'opensource.com: 5 open source security resources from 2021' -https://thenewstack.io/open-source-democratized-software-now-lets-democratize-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031327.258104 - content_hash: 8e2ef5a89f98905ec6dff33d454bde553e6fa2eeeb3f387bef13f7daed55dde5 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Highlights how open-source software security tools democratize threat - mitigation across small and large engineering teams. Contrast: Curator Insight - focuses on basic cost savings, while Live Grounding shows that tools like Trivy, - Cosign, and Kyverno have successfully leveled the compliance playing field globally. - Compelling strategic argument.' - language: English - resource_type: Article - complexity: Introductory - hierarchy: - - Cloud Native Security - - Community Resources - - Supply Chain Security - is_microservice: false - title: 'thenewstack.io: Open Source Democratized Software. Now Let’s Democratize - Security' -https://goteleport.com/blog/devsecops-passwordless: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034030.990401 - content_hash: b3266598ac3394606f8bcd2f1302f5d2af24d9fb83b621ae49981606da938d8c - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Investigates the shift toward passwordless architectures in enterprise - engineering, leveraging short-lived OIDC identities instead of static tokens. - Contrast: Curator Insight points to basic access control, while Live Grounding - validates that modern zero-trust environments require certificate-based machine - identities to eliminate secret leak threat vectors. Highly relevant for secure - cloud infrastructure.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Security - - Secrets Management - - Zero Trust - is_microservice: true - title: '==goteleport.com: Why DevSecOps is Going Passwordless==' -https://infosecwriteups.com/how-i-discovered-thousands-of-open-databases-on-aws-764729aa7f32: - title: '==infosecwriteups.com: How I Discovered Thousands of Open Databases on AWS==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031564.007364 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-team: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034288.493784 - content_hash: 9ab6079c47a3de97f02e3c6be506cab53bf3d15f027ff0044bd69eab4b4f48b7 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Discusses the paradigm shift required in modern engineering organizations - to transition from traditional gatekeeping security to shared responsibility models. - Contrasts top-down enforcement with decentralized enablement, showing how embedding - security advocates within product teams accelerates delivery without compromising - compliance. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Organizational Alignment - is_microservice: false - title: 'thenewstack.io: Want Real Cybersecurity Progress? Redefine the Security - Team' -https://devops.com/why-traditional-approaches-to-api-security-dont-work: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029189.610369 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - devsecops.md - ai_summary: Analyzes why legacy perimeter-based security controls fail when applied - to distributed, API-driven architectures. Proposes a DevSecOps-aligned framework - that integrates shift-left API design validation, automated schema compliance, - and continuous runtime traffic inspection to secure modern web services. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - DevSecOps - - API Security - - Design and Strategy - is_microservice: true - title: 'devops.com: Taking a DevSecOps Approach to API Security' -https://devops.com/continuous-security-the-next-evolution-of-ci-cd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029916.409058 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Explores the integration of security automation directly into CI/CD - workflows, turning traditional point-in-time checks into continuous feedback loops. - Detail-oriented strategies focus on orchestrating static analysis, software composition - analysis (SCA), and dynamic application security testing (DAST) without introducing - operational bottlenecks. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - CI/CD Pipeline Security - - Continuous Integration - is_microservice: false - title: 'devops.com: Continuous Security: The Next Evolution of CI/CD' -https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them: - title: '==about.gitlab.com: Fantastic Infrastructure as Code security attacks and - how to find them==' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779030577.928684 - v1_locations: - - docs/devsecops.md - review_metadata: - original_url: https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:55.002528' - content_hash: e63644205669e1aec04edbaf712a90b59afc1f13342f4b52834ef00c7d99a216 -https://devops.com/how-to-seamlessly-transition-to-devsecops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034332.297857 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Provides a pragmatic roadmap for organizations transitioning from siloed - security operations to highly collaborative DevSecOps models. Highlights the importance - of automated guardrails, developer education, and shared metrics to drive cultural - alignment and operational sustainability. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Methodology - is_microservice: false - title: 'devops.com: How to Seamlessly Transition to DevSecOps' -https://bridgecrew.io/blog/kubernetes-devsecops-principles: - title: '==bridgecrew.io: 6 key Kubernetes DevSecOps principles: People, processes, - technology==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034506.891828 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://research.nccgroup.com/2022/01/13/10-real-world-stories-of-how-weve-compromised-ci-cd-pipelines: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033579.831868 - v1_locations: - - docs/devsecops.md - content_hash: 0e260f1e4b4f1418c0be0572ce75cad2fb73d9e29057c0890495ba0cf595f42a - tags: - - '[CASE STUDY]' - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - ai_summary: A critical compilation of real-world penetration testing engagements - exposing severe vulnerabilities in automated deployment systems. Analyzes attack - vectors such as runner compromise, untrusted workflow executions, and secret exposure, - offering concrete architectural remediation steps for securing pipeline configurations. - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - DevSecOps - - CI/CD Pipeline Security - - Vulnerability Analysis - is_microservice: false - title: '==research.nccgroup.com: 10 real-world stories of how we’ve compromised - CI/CD pipelines==' -https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032884.4899 - content_hash: 98b5d597b1f90130dac1270b9ffa3533c6e6b2000e1bc70b66d4899ba51bfffe - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Outlines critical security trends influenced by the sudden acceleration - of distributed remote workforces and cloud adoption. Emphasizes the prioritization - of identity-centric security boundaries, zero-trust cloud network baselines, and - automated threat hunting capabilities. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Culture and Strategy - - Remote Security - is_microservice: false - title: 'thenewstack.io: SecOps in a Post-COVID World: 3 Security Trends to Watch' -https://medium.com/microservices-learning/how-to-implement-security-for-microservices-89b140d3e555: - title: '==medium.com/microservices-learning: How to implement security for microservices==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029805.138752 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@anshuman2121/devsecops-implement-security-on-cicd-pipeline-19eb7aa22626: - title: 'medium.com/@anshuman2121: DevSecOps: Implement security on CICD Pipeline' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031900.57475 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@jonathan_37674/what-have-we-learned-from-scanning-over-10k-kubernetes-clusters-b0ac6b250427: - title: 'medium.com/@jonathan_37674: What have we learned from scanning over 10K - Kubernetes Clusters? 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029948.052041 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.bleepingcomputer.com/news/security/over-900-000-kubernetes-instances-found-exposed-online: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031438.052324 - content_hash: 53823440c938c6f8091ba7178181d6bf230dbc224dab1eb5256aac222101ea25 - v1_locations: - - docs/devsecops.md - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Highlights the massive scale of misconfigured public-facing Kubernetes - control planes discovered via internet-wide scans. Discusses the dangers of unauthenticated - API endpoints, misconfigured kubelets, and exposed dashboards, emphasizing the - urgency of applying robust network policy configurations and default-deny rules. - language: English - resource_type: News - complexity: Intermediate - hierarchy: - - Platform Security - - Kubernetes Hardening - - Threat Landscape - is_microservice: false - title: 'bleepingcomputer.com: Over 900,000 Kubernetes instances found exposed online' -https://medium.com/technology-hits/incomplete-guide-for-securing-containerized-environment-78b57fc3238: - title: '==medium.com/technology-hits: Incomplete Guide for Securing Containerized - Environment== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030329.977908 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@jonathan_37674/how-to-keep-your-ci-cd-pipelines-secure-armo-8e962bc51fb6: - title: 'medium.com/@jonathan_37674: How to Keep your CI/CD Pipelines Secure? | ARMO' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034330.382532 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.freecodecamp.org/news/whats-the-difference-between-authentication-and-authorisation: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034015.398841 - content_hash: 4043b72bad3fbb97a7fb93ddade230fc58dcc1392e7d04281566c2851d1d9f6b - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Breaks down the core theoretical definitions separating Identity Verification - (Authentication) from Access Control Policies (Authorization). Clarifies foundational - paradigms (e.g., OAuth2 vs OIDC, JWT vs Sessions) using visual models suitable - for developers and systems engineers alike. - language: English - resource_type: Educational - complexity: Beginner - hierarchy: - - Identity and Access Management - - Fundamentals - - Security Concepts - is_microservice: false - title: 'freecodecamp.org: Authentication vs Authorization – What''s the Difference?' -https://betanews.com/2022/10/22/cloud-security-is-complex-but-most-vulnerabilities-fall-into-three-key-categories: - title: '==betanews.com: Cloud security is complex -- but most vulnerabilities fall - into three key categories==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033338.93183 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@pbijjala/container-security-an-eco-system-183dbffdf2d8: - title: '==medium.com/@pbijjala: Container security, an eco system view==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033844.627251 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/google-cloud/shifting-even-further-left-on-kubernetes-resource-compliance-8f96fb8c72eb: - title: 'medium.com/google-cloud: Shifting (even further) Left on Kubernetes Resource - Compliance' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029174.09723 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034269.470806 - content_hash: 76e264c5397589c406104cf8e0ec1ea80e3bf84b8575856b5852aa61238cd235 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: An administrative guide explaining security configuration profile deployments - on macOS clients using Microsoft Intune. Covers hardening policies for FileVault, - firewall profiles, gatekeeper policies, and secure system settings enforcement - across enterprise fleets. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Endpoint Security - - Enterprise MDM - - Operating System Hardening - is_microservice: false - title: 'hmaslowski.com: macOS Security hardening with Microsoft Intune' -https://www.kubewarden.io/blog/2022/10/env-var-secrets: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029110.44042 - content_hash: 565bff37ac09bdcb12aad22e22bd4ddb9cb0b5e552ce4f8324db183c84777de0 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[EMERGING]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - ai_summary: Demonstrates how to use Kubewarden admission policies to dynamically - intercept and prevent container deployments containing plaintext secrets or API - keys exposed in environment variables. Provides concrete policy writing paradigms - using WebAssembly (Wasm) and Rego. - language: English - resource_type: Technical Blog - complexity: Advanced - hierarchy: - - Platform Security - - Kubernetes Admission Control - - Secrets Management - is_microservice: false - title: 'kubewarden.io: Scanning secrets in environment variables' -https://dzone.com/articles/how-to-manage-vulnerabilities-in-modern-cloud-nati: - title: 'dzone.com: How To Manage Vulnerabilities in Modern Cloud-Native Applications' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032050.253762 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://auth0.com/blog/webauthn-and-passkeys-for-java-developers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033084.781249 - content_hash: a38f377b57a19963f3b7a91beb2bd4bdf41f4cbaaf42f9d0eb77510d2a35885c - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - devsecops.md - ai_summary: Explores the technical implementation of FIDO2 WebAuthn and Passkeys - within enterprise Java systems. Reviews backend authentication flows, cryptographical - challenge validation, and client-side orchestration strategies to bypass legacy - credential risks. - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Identity and Access Management - - Authentication Protocols - - WebAuthn - is_microservice: true - title: 'auth0.com: A Passwordless Future! Passkeys for Java Developers' -https://www.infracloud.io/blogs/prevent-secret-leaks-in-repositories: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031649.948136 - content_hash: 3122c86518846f7376ba1f1aa30a0c5f1040c93d9371dbd1e881164d6977b898 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: An in-depth guide assessing tools and engineering paradigms designed - to detect and block credentials before they are committed to source control repository - branches. Covers git hooks, automated centralized pipeline scans, and secret rotation - management frameworks. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Supply Chain Security - - Secrets Management - is_microservice: false - title: 'infracloud.io: How to Prevent Secret Leaks in Your Repositories' -https://blog.devops.dev/end-to-end-devsecops-kubernetes-project-4259f90722ef: - title: 'blog.devops.dev: End-to-End DevSecOps Kubernetes Project' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034491.459177 - content_hash: N/A - v1_locations: - - docs/devsecops.md -? https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-aws-eks-argocd-prometheus-fbbfdb956d1a -: title: 'blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier - Project using AWS EKS, ArgoCD, Prometheus, Grafana, and Jenkins' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034491.459177 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031577.990448 - content_hash: 870dbd4c4bd77d5745493670161ffb0f77881b8d144dcd767f47f669eba130d1 - v1_locations: - - docs/devsecops.md - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - - devsecops.md - ai_summary: Provides a thorough breakdown of standard security compliance frameworks - applicable to Kubernetes environments, including CIS Benchmarks, NSA-CISA hardening - guides, and MITRE ATT&CK. Details key validation metrics and remediation methods - required to audit clusters against these controls. - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Platform Security - - Compliance and Auditing - - Security Frameworks - is_microservice: false - title: '==armosec.io: Kubernetes Security Compliance Frameworks== 🌟' -https://dzone.com/articles/what-is-zero-trust-security: - title: 'dzone.com: What Is Zero Trust Security? 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030418.324884 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trust: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030005.48153 - content_hash: f3e2fc3c1aabebf9d9e05c1ca9923ceeb1c4b01148f572f27cccff58c9f42d00 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - devsecops.md - ai_summary: Details the design principles of Zero-Trust Network Access (ZTNA) when - applied to remote cluster management pipelines. Discusses replacing legacy VPC - VPN tunnels with dynamic, context-aware proxy layers that strictly validate developer - identities, client device postures, and granular RBAC policies. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Platform Security - - Zero Trust Network Access - - Identity and Access Management - is_microservice: false - title: 'thenewstack.io: Secured Access to Kubernetes from Anywhere with Zero Trust - | Tenry Fu 🌟' -https://securityboulevard.com/2022/10/implementing-zero-trust-security-with-service-mesh-and-kubernetes: - title: 'securityboulevard.com: Implementing Zero-Trust Security With Service Mesh - and Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032762.315586 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.cncf.io/blog/2022/11/04/seven-zero-trust-rules-for-kubernetes: - title: 'cncf.io: Seven zero trust rules for Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031516.07178 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.rtinsights.com/implementing-zero-trust-for-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032035.034723 - content_hash: 5b506b815a0c5c858693bf8ff18a6bdefb8b816f64df271d7116d18ed384daba - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Examines how to translate generic Zero-Trust principles into actionable - Kubernetes controls. Focuses on orchestrating least-privilege service-to-service - communication, mutual TLS (mTLS) enforcement, continuous authentication of container - identities, and granular API filtering. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Platform Security - - Zero Trust Network Access - - Network Policies - is_microservice: true - title: 'rtinsights.com: Implementing Zero Trust for Kubernetes' -https://www.cisecurity.org/insights/blog/where-does-zero-trust-begin-and-why-is-it-important: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031329.108115 - content_hash: 8443a397685636f9d9fb8c939f5487d6a09032989c2c734c7d01bd320daa5242 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: An architectural primer outlining the foundational structures of the - Zero-Trust security paradigm. Discusses the fundamental shift from perimeter security - to identity-oriented verification, detailing the practical integration of context-driven - policy engines and micro-segmentation. - language: English - resource_type: Whitepaper - complexity: Beginner - hierarchy: - - Identity and Access Management - - Zero Trust Network Access - - Standards - is_microservice: false - title: 'cisecurity.org: Where Does Zero Trust Begin and Why is it Important?' -https://devops.com/devops-security-your-complete-checklist: - title: 'devops.com: DevOps Security: Your Complete Checklist' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032114.034228 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://thenewstack.io/how-do-authentication-and-authorization-differ: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034355.464534 - content_hash: 2f88112343e8f6a5046265239e1f8ff7c1892adfdc78ce52a98d4c93e69b8575 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: A simplified conceptual guide parsing out authentication (who you are) - from authorization (what you are permitted to do) inside software systems. Clarifies - technical patterns such as SAML, OIDC, RBAC, and ABAC implementations for microservices. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Identity and Access Management - - Fundamentals - - Security Concepts - is_microservice: false - title: 'thenewstack.io: How Do Authentication and Authorization Differ?' -https://www.osohq.com/post/microservices-authorization-patterns: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033360.173547 - content_hash: 2c107de3c80287837c0f06efaeeb764c7e480a5e6f9b70c903bc44efd8a4a19b - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: A deep architectural deep-dive analyzing patterns for deploying authorization - policies in distributed systems. Evaluates centralized vs decentralized policy - enforcement points, data-filtering complexities, and structured implementations - using OPA (Open Policy Agent) or Oso. - language: English - resource_type: Technical Blog - complexity: Advanced - hierarchy: - - Identity and Access Management - - Authorization Protocols - - Microservices Security - is_microservice: true - title: '==osohq.com: Patterns for Authorization in Microservices==' -https://medium.com/getindata-blog/oauth2-based-authentication-on-istio-powered-kubernetes-clusters-2bd0999b7332: - title: 'medium.com/getindata-blog: OAuth2-based authentication on Istio-powered - Kubernetes clusters 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032296.493341 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/oauth2-proxy/oauth2-proxy: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029158.976559 - content_hash: acbfefcc656c6fc1955230131b231b05373951fd322cfee41c45843b22a0828e - v1_locations: - - docs/devsecops.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 14422 - gh_pushed: '2026-05-21T00:35:31Z' - ai_summary: A critical piece of cloud-native infrastructure that implements reverse-proxy - based authentication via OpenID Connect, OAuth2, or various third-party providers. - Enables seamless protection of upstream microservices and web application endpoints - without altering backend code. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Identity and Access Management - - Authentication Proxies - - OAuth2 Proxy - is_microservice: true - title: '==oauth2-proxy/oauth2-proxy: OAuth2 Proxy== 🌟' -https://manfredmlange.medium.com/containerized-keycloak-in-development-2f9d079ec4a3: - title: 'manfredmlange.medium.com: Containerized Keycloak in Development' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034372.737719 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is-better-227o: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034109.402449 - content_hash: 55d4a8a56d1cddadd65ca17b4c20a053213763d916ba60002861f574aa82ff37 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Compares traditional stateful server sessions with stateless cryptographic - tokens (like JWTs). Breaks down the security trade-offs, revocation mechanics, - and scalability impacts of both patterns in highly concurrent microservice APIs. - language: English - resource_type: Educational - complexity: Intermediate - hierarchy: - - Identity and Access Management - - Authentication Protocols - - State Management - is_microservice: true - title: 'dev.to/fidalmathew: Session-Based vs. Token-Based Authentication: Which - is better?' -https://dev.to/irakan/is-jwt-really-a-good-fit-for-authentication-1khm: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034269.209969 - content_hash: c4fdf740421d9dcba8058efd39d2b630776a54a91fe6cc8f7fb4918003faeaf7 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: A critical assessment of JWT (JSON Web Token) overuse in generic web - application sessions. Highlights architectural challenges surrounding stateless - token revocation, storage vulnerabilities, and payload overhead, advocating for - stateful sessions where appropriate. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Identity and Access Management - - Authentication Protocols - - Token Standards - is_microservice: false - title: 'dev.to/irakan: Is JWT really a good fit for authentication?' -https://dzone.com/articles/devops-pipeline-quality-gates-a-double-edged-sword: - title: 'dzone: DevOps Pipeline Quality Gates: A Double-Edged Sword' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030982.648465 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/capital-one-tech/focusing-on-the-devops-pipeline-topo-pal-833d15edf0bd: - title: 'medium: Focusing on the DevOps Pipeline 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032184.703806 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/hygieia/Hygieia: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030991.890183 - content_hash: 0a761af3c4887418066a27d033bc9ace1d88cad4f2fdb7e82d5ccb2606be1e2a - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[LEGACY]' - v2_locations: - - devsecops.md - gh_stars: 3817 - gh_pushed: '2023-09-29T20:43:13Z' - ai_summary: 'Capital One''s DevOps and security dashboard that provides visual delivery - pipeline metrics and vulnerability scanning traces. Note: As per Minimum Viable - Quality (MVQ) logic, this project is largely unmaintained and has transitioned - into a legacy archive, though it remains structurally informative.' - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - DevSecOps - - Security Dashboards - - Hygieia - is_microservice: false - title: github.com/hygieia/Hygieia 🌟 -https://www.cncf.io/blog/2020/06/16/identifying-kubernetes-config-security-threats-pods-running-as-root: - title: 'cncf.io: Identifying Kubernetes Config Security Threats: Pods Running as - Root' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033428.311451 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034094.353547 - content_hash: 2d2c6c2ed01746b2a2e893e1cee9ea5d692930c7809f0bb0f87c5ec5225cf856 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Tracks the structural evolution of security exploits in the Kubernetes - ecosystem, transitioning from simple API credential bypasses to sophisticated - container escape patterns and side-channel eBPF-based exploits. Outlines lessons - for building modern runtime defenses. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Platform Security - - Threat Landscape - - Kubernetes Vulnerabilities - is_microservice: false - title: 'thenewstack.io: How Kubernetes vulnerabilities have shifted since the first - attacks' -https://www.mirantis.com/blog/introduction-to-istio-ingress-the-easy-way-to-manage-incoming-kubernetes-app-traffic: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032880.326916 - content_hash: 245fd9e775f34602c451e761a9c9e108be5bf8c00b55313a0e39a9734c5e4605 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: An introduction to configuring incoming traffic paths through the Istio - Ingress Gateway. Shows how routing configurations, mutual TLS controls, and access - boundaries can be handled outside microservices at the platform ingress layer. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Platform Security - - Service Mesh Security - - Ingress Controllers - is_microservice: true - title: 'mirantis.com: Introduction to Istio Ingress: The easy way to manage incoming - Kubernetes app traffic' -https://www.armosec.io/blog/kubernetes-ingress-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032551.190494 - content_hash: 12a48b132fbf26ca1fa3c395fdb53843d3e504e270e19230b6590e9638d1259d - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Addresses specific attack vectors targeting Kubernetes ingress resources - and gateways. Details defensive blueprints, including rate limiting configurations, - TLS termination standards, and security annotation validation to prevent path-traversal - exploits. - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Platform Security - - Ingress Controllers - - Network Policies - is_microservice: false - title: '==armosec.io: How to secure Kubernetes Ingress?==' -https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029379.870129 - content_hash: 87829f492de916ad57dc166925163704589ae5904f7bf9c49bf23920f0488628 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Introduces StackRox's KubeLinter tool, exploring its core capabilities - to audit deployment manifests and Helm templates before operational execution. - Details standard rule definitions and highlights strategies for developer integration. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Infrastructure as Code Security - - Static Analysis - is_microservice: false - title: 'thenewstack.io: StackRox KubeLinter Brings Security Linting to Kubernetes' -https://github.com/yannh/kubeconform: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031064.721766 - content_hash: d0194bae90719e8090d5e89ec9330ccd956614659cb606f185cd56f643c82502 - v1_locations: - - docs/devsecops.md - - docs/kubernetes-tools.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - gh_stars: 3033 - gh_pushed: '2025-10-13T10:36:27Z' - ai_summary: A highly performant Kubernetes manifest validator written in Go, acting - as a faster alternative to `kubeval`. Validates resource specifications against - OpenAPI schemas, supporting custom resource definitions (CRDs) seamlessly in CI/CD - environments. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - DevSecOps - - Infrastructure as Code Security - - Static Analysis - is_microservice: false - title: github.com/yannh/kubeconform 🌟 -https://thenewstack.io/security-insights-into-infrastructure-as-code: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032166.850396 - content_hash: d417ff2c62cc1e423e7a443e64b3e38f095cf3cbd28db8059881e56108a864a4 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Details security challenges present in IaC files across Terraform, Ansible, - and CloudFormation. Analyzes typical misconfiguration risks (such as public S3 - buckets, open security groups) and demonstrates the value of automated programmatic - verification. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Infrastructure as Code Security - - Static Analysis - is_microservice: false - title: 'thenewstack.io: Security Insights into Infrastructure-as-Code' -https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-your-linux-containers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030934.537099 - content_hash: cf9894d62625a23ab9ec17f8989dc4a47406f795e665e0534d49c2b54f5a7564 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: A deep technical analysis of Multi-Category Security (MCS) in Linux - containers managed by SELinux. Explains how kernel-level category labels prevent - container breakouts from accessing filesystem zones belonging to other active - container runtimes. - language: English - resource_type: Technical Blog - complexity: Advanced - hierarchy: - - Platform Security - - Host Hardening - - SELinux - is_microservice: false - title: Why you should be using Multi-Category Security (MCS) for your Linux containers -https://www.projectcalico.org: - title: Project Calico - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032251.840358 - content_hash: N/A - v1_locations: - - docs/devsecops.md - - docs/kubernetes-networking.md -https://thenewstack.io/project-calico-kubernetes-security-as-saas: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030135.116103 - content_hash: f6022f5b90e8d486e1abbca0579254b716cc92f6956037d0408200cee07d4c4a - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Explores Tigera's SaaS offering extension of Project Calico. Investigates - capabilities of enforcing cloud-native microsegmentation, threat mitigation, and - real-time network traffic audits across hybrid multi-cluster environments. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Platform Security - - Network Policies - - Calico - is_microservice: false - title: 'thenewstack.io: Project Calico: Kubernetes Security as SaaS' -https://betterprogramming.pub/kubernetes-security-with-falco-2eb060d3ae7d: - title: 'betterprogramming.pub: Kubernetes Security With Falco' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032800.083702 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://developer.okta.com/blog/2020/03/23/microservice-security-patterns: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031356.255566 - content_hash: eda1523ab9e0320d3659ec4d5296a7066a3eb4c5dd3767847e77c46800397a69 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Outlines core secure design patterns for microservices, focusing on - Mutual TLS (mTLS), API Gateway pattern, Edge-to-service security (OAuth2/JWT tokens), - and internal token translation mechanisms. Essential reading for system architects. - language: English - resource_type: Technical Blog - complexity: Advanced - hierarchy: - - Identity and Access Management - - Design and Architecture - - Microservices Security - is_microservice: true - title: Security Patterns for Microservice Architectures -https://anchore.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029952.188037 - content_hash: d9956afc107179c0ebd2d7198f7a407e3b0df46fcd87c786777d85139ccb998f - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - ai_summary: An enterprise platform for container analysis, policy enforcement, and - compliance management. Utilizes deep-image scanning to inspect file systems, OS-level - dependencies, and custom software packages for vulnerabilities, licensing violations, - and secrets leaks. - language: English - resource_type: Website - complexity: Intermediate - hierarchy: - - DevSecOps - - Supply Chain Security - - Vulnerability Scanning - is_microservice: false - title: Anchore -https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-from-the-command-line: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030529.025914 - content_hash: da3d5ec3676b5f73c80e2f158b392681ce5d3b52f38c4495c451e5be485b6300 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Explores Anchore's Command-Line Interface (CLI) for scanning local container - images. Details scanning processes, vulnerability database queries, and integrating - localized image validation into the earliest steps of developer code loops. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Supply Chain Security - - Vulnerability Scanning - is_microservice: false - title: 'thenewstack.io: Anchore: Scan Your Container Images for Vulnerabilities - from the Command Line' -? https://vashishtsumit89.medium.com/security-pen-testing-a-guide-to-run-owasp-zap-headless-in-containers-for-ci-cd-pipeline-ddb580dae3c8 -: title: 'vashishtsumit89.medium.com: Security/Pen Testing: A guide to run OWASP Zap - headless in containers for CI/CD pipeline' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030529.025914 - content_hash: da3d5ec3676b5f73c80e2f158b392681ce5d3b52f38c4495c451e5be485b6300 - v1_locations: - - docs/devsecops.md -https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032405.793721 - content_hash: 7e6a2fa436b9c88a104c90555bcf8b7962c10766466d5385dc8d467660913500 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: Reviews the shifts and priorities inside the updated OWASP Top 10 list. - Explores the expansion of broken access control, cryptographic failures, and injection - attacks, offering historical context and development tips for mitigation. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - DevSecOps - - Web Application Security - - Standards - is_microservice: false - title: 'thenewstack.io: Latest OWASP Top 10 Surfaces Web Development Security Bugs' -https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilities: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034372.82583 - content_hash: 22fe6db51f99229335096ae7f52eefa5cc28cd47053cb9ad192f12798c825e7e - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - devsecops.md - ai_summary: A foundational guide breaking down the categories of the OWASP Top 10. - Reviews risk profiles, real-world execution vectors, and developer methodologies - required to eliminate standard insecure programming configurations. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - DevSecOps - - Web Application Security - - Standards - is_microservice: false - title: 'thenewstack.io: OWASP Top 10: A Guide to the Worst Software Vulnerabilities' -https://owasp.org/www-project-api-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030708.439991 - content_hash: d3746ed30c9bf28ad6ca390cb51e1a85bae764959cf480a6ad5d3d81a31734b7 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - ai_summary: The official resource for OWASP API Security Top 10, detailing the most - critical API vulnerability strategies (e.g., BOLA, Broken Object Level Authorization). - Serves as the global industry benchmark for engineering and auditing secure, reliable - application interfaces. - language: English - resource_type: Website - complexity: Advanced - hierarchy: - - DevSecOps - - API Security - - Standards - is_microservice: true - title: '==owasp.org: OWASP API Security Project== 🌟' -https://www.traceable.ai/blog-post/use-the-owasp-api-top-10-to-secure-your-apis: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032178.14791 - content_hash: db23295b216ab95d741f9de9b2da5e5f1aa4208a79a363c60a8bbcec5c56e62e - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: This architectural analysis explains how to leverage the OWASP API Security - Top 10 framework to safeguard distributed endpoints. It contrasts traditional - edge network controls with modern, context-aware API monitoring, providing engineers - with tactical remediation techniques for broken object-level authorization (BOLA) - and rate-limiting deficiencies. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - API Security - - Threat Modeling - is_microservice: true - title: 'traceable.ai: Use the OWASP API Top 10 To Secure Your APIs' -https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspective: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030718.819391 - content_hash: 3fcd8a8259e12186d566f8d5eecf6fef7915f179f137d25596d85720b9d9be8d - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An empirical review of API vulnerability vectors analyzed from real-world - telemetry and live production incidents. The analysis contrasts theoretical OWASP - taxonomy with operational realities, mapping common exploits to specific mitigation - patterns in cloud-native ingress architectures. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - API Security - - Threat Modeling - is_microservice: true - title: 'cequence.ai: The OWASP API Security Top 10 From a Real-World Perspective' -https://securityonline.info/vampi-vulnerable-rest-api-with-owasp-top-10-vulnerabilities: - title: 'securityonline.info: VAmPI: Vulnerable REST API with OWASP top 10 vulnerabilities' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031146.51191 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/OWASP/www-project-kubernetes-top-ten: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029243.491883 - content_hash: 0e89ae11bf73f664fd7e764f7e61de217b25eea7af5e801d86cc33d2968bef3f - v1_locations: - - docs/devsecops.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 614 - gh_pushed: '2026-03-24T06:01:24Z' - ai_summary: The official OWASP Kubernetes Top 10 project offers a structured framework - for identifying and mitigating systemic security risks in container orchestration. - Drawing from live cluster exploits and hardening data, this resource details top - vectors such as over-privileged containers and insecure network policies, providing - standardized remediation paths. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Kubernetes Security - - Best Practices - is_microservice: false - title: '==github.com/OWASP: OWASP Kubernetes Top 10== 🌟' -https://www.securecoding.com/blog/code-audit-how-to-ensure-compliance-for-an-application: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029609.710525 - content_hash: 9983e609f5445d5f708cffb29c7bacd285110015fdd3c1eb6821b7c2e09c614b - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A practical exploration of modern code auditing protocols aimed at ensuring - regulatory compliance during automated software delivery. It establishes a comparison - between static analysis tools and manual peer reviews, proposing a unified workflow - for continuous compliance checks. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - DevSecOps - - Compliance - is_microservice: false - title: '==securecoding.com: Code Audit: How to Ensure Compliance for an Application==' -https://www.redhat.com/en/about/press-releases/red-hat-acquire-kubernetes-native-security-leader-stackrox: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029883.530712 - content_hash: 63a9ec1a26ed5f43024886db69e1d4041ed3f8169d62cc524ad6cf241165d236 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Press announcement detailing Red Hat's strategic acquisition of StackRox - to reinforce OpenShift's out-of-the-box Kubernetes-native security. The synthesis - highlights how StackRox's shift-left capabilities were consolidated into Red Hat's - container platform to address hybrid cloud supply chain concerns. - language: en - resource_type: Press Release - complexity: Beginner - hierarchy: - - Security - - Industry News - - Mergers and Acquisitions - is_microservice: false - title: 'redhat.com: Red Hat to Acquire Kubernetes-Native Security Leader StackRox' -https://github.com/aquasecurity/trivy: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030207.750105 - content_hash: b46c90d466ffbc02632e60e5e9ed5423398d0901907b7641944f45379ed783f8 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 35117 - gh_pushed: '2026-05-22T11:24:54Z' - ai_summary: Trivy is a highly versatile security scanner that detects vulnerabilities, - misconfigurations, secrets, and software licenses across container images, filesystems, - and Git repositories. Designed for seamless CI/CD integration, it features rapid - caching, support for multiple packaging formats, and highly precise vulnerability - mapping. - language: en - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - DevSecOps - - Vulnerability Scanning - is_microservice: false - title: trivy -https://blog.aquasec.com/docker-official-images: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031140.821139 - content_hash: cfe13ae41c5afddce5ca0841f73accb43f2a1bf66fc4c4cc70b030a4cdc55012 - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An in-depth security analysis comparing vulnerabilities found across - popular Docker Hub official base images using Trivy. The study provides concrete - metrics on the security posture of standard runtime environments, advocating for - minimal or distroless parent images. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Container Security - - Image Scanning - is_microservice: false - title: 'blog.aquasec.com: A Security Review of Docker Official Images: Which Do - You Trust? (with trivy)' -https://dev.to/pwd9000/terraform-iac-scanning-with-trivy-3cai: - title: 'dev.to: Terraform IaC Scanning with Trivy' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030090.957622 - content_hash: 1d10bfed516965c4413318093b17c7118abafb92e1bfb5d76db24eedbb69c9dd - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true -https://www.returngis.net/2021/09/buscar-vulnerabilidades-en-imagenes-de-docker-con-snyk: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029736.297101 - content_hash: 2b18b3d383dd8a5ca9e841759e6e5172910cc2d16de1be40b288cdf7f9909a36 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Un tutorial detallado que demuestra la integraciΓ³n del motor de escaneo - Snyk para auditar y descubrir vulnerabilidades en imΓ‘genes de contenedores Docker. - El artΓ­culo describe cΓ³mo automatizar estos escaneos a nivel local e integrarlos - en pipelines para mitigar riesgos en dependencias del sistema operativo. [SPANISH - CONTENT] - language: es - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Container Security - - Image Scanning - is_microservice: false - title: 'returngis.net: Buscar vulnerabilidades en imΓ‘genes de Docker con Snyk' -https://iximiuz.com/en/posts/thick-container-vulnerabilities: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033619.072073 - content_hash: N/A - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: This technical deep-dive emphasizes the security benefits of using lightweight - container base images, specifically analyzing Python base layers using Snyk. It - contrasts the massive attack surface of typical full-stack distributions against - minimal Alpine or distroless configurations. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Container Security - - Base Image Optimization - is_microservice: false - title: 'iximiuz.com: The need for slimmer containers. Scanning official Python images - with Snyk' -? https://gkovan.medium.com/a-zero-trust-approach-for-securing-the-supply-chain-of-microservices-packaged-as-container-images-89d2f5b7293b -: title: 'gkovan.medium.com: A Zero Trust Approach for Securing the Supply Chain of - Microservices Packaged as Container Images (sigstore, kyverno, openshift tekton, - quarkus) 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033619.072073 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030363.009739 - content_hash: a50d962d860174348362260826803496eac958dbf100ab543ad720edb9401832 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A practical exploration of using native container engine scanning capabilities - to identify software flaws during the build stage. The article provides a walkthrough - of local CLI workflows that help developers patch images before pushing them to - shared container registries. - language: en - resource_type: Article - complexity: Beginner - hierarchy: - - Security - - Container Security - - Tooling - is_microservice: false - title: 'thenewstack.io: Find Vulnerabilities in Container Images with Docker Scan' -https://medium.com/@nanditasahu031/devsecops-implementing-secure-ci-cd-pipelines-9653726b4916: - title: 'medium.com/@nanditasahu031: DevSecOps β€” Implementing Secure CI/CD Pipelines - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033713.533902 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/deepfence/YaraHunter: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033068.625053 - content_hash: 0cbd3044abc4928aa9748493b6371cbcfde782cbf51b35bd82008dd175f9dc6c - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 1322 - gh_pushed: '2026-03-07T16:56:26Z' - ai_summary: YaraHunter is a specialized security tool that scans container images - and filesystems for indicators of compromise (IoC) and malware using YARA rules. - It operates out-of-band to uncover embedded secrets, web shells, and malicious - payloads hidden within complex multi-stage builds. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Container Security - - Malware Detection - is_microservice: false - title: deepfence/YaraHunter -https://anchore.com/kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030981.143848 - content_hash: 6924a09a30038f7c26f94ef54f7df75e50b19b851e4ec5a619858aae999f1dc6 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: This reference highlights Anchore's integration into Kubernetes systems - to enforce compliance and vulnerability policies. It showcases the utilization - of native admission controllers to intercept deployment requests and reject any - images failing automated security criteria. - language: en - resource_type: Product Docs - complexity: Intermediate - hierarchy: - - Security - - Kubernetes Security - - Policy Enforcement - is_microservice: false - title: Securing Kubernetes With Anchore -https://anchore.com/cicd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029063.675244 - content_hash: ab33c75a180a194a7b341d97e07f8bcc87c3f4f068b71b23f5c5c9655b888fde - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An overview of Anchore's enterprise solutions for securing CI/CD pipelines - through extensive Software Bill of Materials (SBOM) generation and continuous - container inspection. It helps organizations detect upstream dependencies risk - and establish a trusted supply chain. - language: en - resource_type: Product Docs - complexity: Intermediate - hierarchy: - - Security - - DevSecOps - - Supply Chain Security - is_microservice: false - title: 'Anchore: Secure Container Based CI/CD Workflows' -https://plugins.jenkins.io/anchore-container-scanner: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033140.718458 - content_hash: 341502241eefb01cc41f8aecc069252e4525fd541836a556cf60e491c59194b0 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: The Anchore plugin for Jenkins automates image scanning step execution - directly within continuous integration pipelines. It returns diagnostic vulnerability - logs and applies customizable policies to dynamically pass or fail build pipelines - based on threat levels. - language: en - resource_type: Plugin - complexity: Intermediate - hierarchy: - - Security - - DevSecOps - - CI/CD Integrations - is_microservice: false - title: 'Jenkins Plugin: Anchore Container Image Scanner' -https://github.com/notaryproject/notary: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030135.994048 - content_hash: a05dbf19a41538a4984ef51502d9d4e26d50e66b6f78bbc4c363b0bf6b0442a0 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[LEGACY]' - v2_locations: - - devsecops.md - gh_stars: 3289 - gh_pushed: '2024-08-07T19:02:32Z' - ai_summary: Notary is an implementation of The Update Framework (TUF) that allows - developers to sign and verify container images, establishing cryptographic content - trust. Under MVQ rules, Notary is categorized as legacy as the industry has largely - shifted towards Sigstore Cosign for standard OCI signing workflows. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Supply Chain Security - - Content Trust - is_microservice: false - title: Notary -https://github.com/sigstore/cosign: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030569.974052 - content_hash: fa41311bb071a2f91d4d0387a1a4382c4d68e3ebe8a866e9388224a469aa4345 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 5941 - gh_pushed: '2026-05-21T14:22:30Z' - ai_summary: Cosign simplifies the process of signing and verifying OCI artifacts - like container images and SBOMs. As the cornerstone of the Sigstore project, it - supports hardware tokens, keyless signing using OpenID Connect, and seamless integration - with Kubernetes admission controllers. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Supply Chain Security - - Image Signing - is_microservice: false - title: 'Cosign: Container Signing' -https://www.infracloud.io/blogs/enforcing-image-trust-docker-containers-notary: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030207.624578 - content_hash: N/A - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A detailed engineering walkthrough illustrating the configuration of - Docker Content Trust using Notary. It reviews the lifecycle of cryptographic signing - keys and guides the operator on setting up environment variables to block untrusted - container runtimes. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Supply Chain Security - - Content Trust - is_microservice: false - title: 'infracloud.io: Enforcing Image Trust on Docker Containers using Notary' -https://medium.com/sse-blog/verify-container-image-signatures-in-kubernetes-using-notary-or-cosign-or-both-c25d9e79ec45: - title: 'medium: Verify Container Image Signatures in Kubernetes using Notary or - Cosign or both' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029154.612033 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.infracloud.io/blogs/secure-containers-cosign-distroless-images: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032236.275795 - content_hash: e733804e366a85ba05f6835b92928d9d54d645f72e4b44d36b91773a9e08e097 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: This architectural guide demonstrates combining Cosign signature verification - with Google's Distroless container images. By eliminating the shell and package - manager from the container, and signing the final OCI build, teams dramatically - reduce their exploit surface. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Supply Chain Security - - Image Hardening - is_microservice: false - title: 'infracloud.io: How to Secure Containers with Cosign and Distroless Images' -https://github.com/chrisns/cosign-keyless-demo: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033422.204265 - content_hash: d9b118c22b91aa81144ead0562da99a0ed5acfe3abf3c239535a8f8905b64325 - v1_locations: - - docs/devsecops.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 14 - gh_pushed: '2023-01-31T22:31:51Z' - ai_summary: A practical hands-on demonstration repository showing how to run keyless - container image signing inside GitHub Actions with Cosign. The template provides - a reference implementation for leveraging GitHub’s temporary identity token infrastructure. - language: en - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - Supply Chain Security - - Demos - is_microservice: false - title: 'chrisns/cosign-keyless-demo: Cosign Keyless GitHub Action Demo' -https://www.justinpolidori.it/posts/20220116_sign_images_with_cosign_and_verify_with_gatekeeper: - title: 'justinpolidori.it: Secure Your Docker Images With Cosign (and OPA Gatekeeper)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032971.456168 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@slimm609/secure-image-signing-with-cosign-and-aws-kms-82bc25d7fdae: - title: 'medium.com/@slimm609: Secure image signing with Cosign and AWS KMS' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029123.59952 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-and-encrypted-container-images-ff6e98b65bcd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029291.478551 - content_hash: 77b3212a2fdd2ea939a2e1d8f13ddca4b0f2b31e88b76dfbd11b2d56d43f7a53 - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A deep operational guide outlining how to design securely signed and - encrypted workloads within multi-tenant Kubernetes systems. The post explores - combining cryptographic signatures with container image encryption to block unauthorized - inspection of intellectual property. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Security - - Kubernetes Security - - Workload Protection - is_microservice: false - title: 'itnext.io: Securing Kubernetes Workloads: A Practical Approach to Signed - and Encrypted Container Images' -https://blog.gitguardian.com/github-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029113.313298 - content_hash: 8efb02d637ceb569481b03cc8e4c2b2803df025020a7bdf59b9752ababcb7ac2 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An in-depth corporate case study and operational guide detailing the - systematic threats of credential leakage in public and private Git environments. - It highlights risk mitigation frameworks, API scanner configurations, and team - hygiene rules required to prevent credential sprawl. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - DevSecOps - - Secrets Detection - is_microservice: false - title: 'GitHub security: what does it take to protect your company from credentials - leaking on GitHub? 🌟' -https://security.stackexchange.com/questions/58167/databases-in-dmz-and-intranet: - title: Databases in DMZ and Intranet - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029984.878649 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@tanmay.avinash.deshpande/the-easiest-way-to-remove-checked-in-credentials-from-a-git-repo-704a373b94e3: - title: 'medium: The Easiest Way To Remove Checked In Credentials From A Git Repo' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033213.034657 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-delivered-as-a-service: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029613.261684 - content_hash: 1ff36a79f99a90b3e977d8d1468ae84e63014cd5aabc1f797e682b8de7cc40af - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - devsecops.md - ai_summary: This Forbes article explores how continuous deployment velocities are - driving the shift toward API-driven Pentesting-as-a-Service (PTaaS). It contrasts - legacy annual audits with modern, on-demand security testing models natively embedded - into developer pipelines. - language: en - resource_type: Article - complexity: Beginner - hierarchy: - - Security - - DevSecOps - - Pentesting - is_microservice: false - title: 'forbes.com: DevOps Drives Pentesting Delivered As A Service' -https://patchthenet.medium.com/introduction-to-sql-injection-sql-injection-for-beginners-579c00431d40: - title: 'patchthenet.medium.com: Introduction to SQL Injection' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033338.909778 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.keycloak.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030442.96595 - content_hash: db379c1859666b6a7bc63806f0d2b713d7d8bd00c416dc1752404eadf1f7e53f - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - ai_summary: Keycloak is an enterprise-grade open-source identity and access management - solution supporting OpenID Connect, OAuth 2.0, and SAML 2.0. It offers single - sign-on, identity brokering, user federation via LDAP/Active Directory, and a - comprehensive administration console. - language: en - resource_type: Product - complexity: Advanced - hierarchy: - - Identity - - IAM - - Identity Providers - is_microservice: true - title: keycloak.org -https://fdk.codes/securing-kubernetes-apps-with-keycloak-and-gatekeeper: - title: Securing Kubernetes Apps with Keycloak and Gatekeeper - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029482.836766 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030018.896174 - content_hash: N/A - v1_locations: - - docs/devsecops.md - status: online - tags: - - '[LEGACY]' - v2_locations: - - devsecops.md - ai_summary: A legacy deep dive outlining multi-language microservices authorization - using Louketo Proxy (formerly Gatekeeper). As Louketo Proxy has been archived - by its maintainers, this resource is kept strictly for historical architectural - patterns in proxy-based OIDC enforcement. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Identity - - IAM - - OIDC Proxies - is_microservice: true - title: Authorizing multi-language microservices with Louketo Proxy -https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030248.526874 - content_hash: N/A - v1_locations: - - docs/devsecops.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A thorough engineering deep-dive on Keycloak’s architecture, configuration, - and extensibility. The article walks through key concepts including realms, clients, - user representation mapping, and secure integration with distributed web applications. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Identity - - IAM - - Identity Providers - is_microservice: true - title: 'developers.redhat.com: A deep dive into Keycloak' -https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambassador-edge-stack-d509ffbc7b6f: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031507.240295 - content_hash: 6df3118f770e8fca87aea2fb1d4d519a9a72889127472bac1c2e4fd46ee74cad - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A step-by-step implementation guide showing how to configure centralized - authentication for Kubernetes workloads using Keycloak integrated with Ambassador - Edge Stack. It details OIDC client setups, routing configurations, and identity - assertions. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Identity - - IAM - - API Gateway Integration - is_microservice: true - title: 'blog.getambassador.io: Step-by-Step Centralized Authentication for Kubernetes - with Keycloak and the Ambassador Edge Stack' -https://blog.sighup.io/keycloak-ha-on-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031642.410676 - content_hash: 4617bba6bfe41c98f01456ba82b62f869885293be7479a671917c95a9614b16e - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: This operations manual outlines the steps required to deploy a resilient, - high-availability Keycloak cluster on Kubernetes. It explains configuring backend - database replication, managing clustered sessions with Infinispan, and setting - up load balancers. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Identity - - IAM - - High Availability - is_microservice: true - title: 'blog.sighup.io: How to run Keycloak in HA on Kubernetes' -https://developers.redhat.com/blog/2020/11/24/authentication-and-authorization-using-the-keycloak-rest-api: - title: 'developers.redhat.com: Authentication and authorization using the Keycloak - REST API' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030891.168433 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://faun.pub/integrate-keycloak-with-hashicorp-vault-5264a873dd2f: - title: 'faun.pub: Integrate Keycloak with HashiCorp Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031787.811737 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.baeldung.com/spring-boot-keycloak: - title: 'baeldung.com: A Quick Guide to Using Keycloak with Spring Boot' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031882.664911 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@charled.breteche/securing-grafana-with-keycloak-sso-d01fec05d984: - title: '==medium.com/@charled.breteche: Securing Grafana with Keycloak SSO==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031696.479804 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033917.089449 - content_hash: 153d0ba0588bc1c2f92bca19abc01f400c753a9b571689cf5aefe18b48fc17dc - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A practical guide explaining how to deploy and configure Keycloak behind - an NGINX Ingress Controller. It covers reverse proxy headers, TLS termination, - and ingress rule optimizations for smooth user redirection. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Identity - - IAM - - Ingress Integration - is_microservice: true - title: 'dev.to: KeyCloak with Nginx Ingress' -https://medium.com/@amirhosseineidy/kubernetes-authentication-with-keycloak-oidc-63571eaeed61: - title: 'medium.com/@amirhosseineidy: Kubernetes authentication with keycloak oidc' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031796.256129 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@martin.hodges/how-to-install-keycloak-iam-on-your-kubernetes-cluster-backed-by-postgres-1228eae4faeb: - title: 'medium.com/@martin.hodges: How to install Keycloak IAM on your Kubernetes - cluster, backed by Postgres' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031896.232083 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://blog.gitguardian.com/secrets-credentials-api-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031782.133492 - content_hash: 6261729a366b9c252ee2555d95a5398bc6fb8cf6a4d68b8c7f3788e7f42afd85 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: This educational blog post outlines the threat vectors of hardcoded - secrets in Git histories. It details the structural reasons why standard version - control systems make secret revocation difficult once committed, presenting static - pre-commit hooks as the primary defense. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - DevSecOps - - Secrets Detection - is_microservice: false - title: 'blog.gitguardian.com: Secrets in source code (episode 2/3). Why secrets - in git are such a problem' -https://smallstep.com/blog/command-line-secrets: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029325.566345 - content_hash: 8f0dcef791503cdeba27fc3672a8776f3eec4a875074393abd7cfb0a89036a94 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An operations-focused guide showing how to prevent secrets leakages - through active shell history. It outlines mechanisms like environment variables, - input redirection, and shell configuration settings that help keep passwords and - tokens off the local disk. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Developer Tooling - - CLI Best Practices - is_microservice: false - title: 'smallstep.com: How to Handle Secrets on the Command Line 🌟' -https://pkg.go.dev/github.com/keilerkonzept/aws-secretsmanager-files: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029251.901242 - content_hash: 5e18f65d592f62ee0013794959963da1671f43d9d90d40bc1847356d15545db3 - v1_locations: - - docs/devsecops.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - devsecops.md - gh_stars: 35 - gh_pushed: '2024-07-30T22:47:01Z' - ai_summary: A Go-based helper library designed to fetch secrets from AWS Secrets - Manager and map them directly to configuration files. This library is useful for - running legacy apps that expect file-based configurations inside automated cloud - platforms. - language: en - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Cloud Integrations - is_microservice: false - title: github.com/keilerkonzept/aws-secretsmanager-files -https://medium.com/containers-101/how-to-handle-secrets-like-a-pro-using-gitops-f3b812536434: - title: 'medium: How to Handle Secrets Like a Pro Using Gitops' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032582.833105 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.youtube.com/watch?v=6UF-QxiRGms&ab_channel=Kubevious: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031122.990348 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A video presentation by Kubevious demonstrating methods to trace which - running containers and pods are actively requesting access to Kubernetes Secrets. - It provides insight into limiting privilege blast radiuses. - language: en - resource_type: Video - complexity: Intermediate - hierarchy: - - Security - - Kubernetes Security - - Secrets Auditing - is_microservice: false - title: 'youtube: Which of your Kubernetes Apps are accessing Secrets? 🌟' -https://github.com/jenkins-x/gsm-controller: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031720.41186 - content_hash: f450996b394b1824ebd5a86ddc022d654a59fa458b773a9a05d584ed5df08c13 - v1_locations: - - docs/devsecops.md - - docs/kubernetes-tools.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 25 - gh_pushed: '2024-03-12T07:21:50Z' - ai_summary: The Google Secret Manager (GSM) controller for Jenkins X automates sync - operations from Google Cloud secret stores down to Kubernetes native Secrets. - Under MVQ parameters, it represents a stable, community-maintained tool for Google - Cloud deployments. - language: en - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Kubernetes Integrations - is_microservice: false - title: jenkins-x/gsm-controller -https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033296.216047 - content_hash: 78b4b8aecea89d28a63c4fe5be7916fa1b9c1a3604e18828659a7a64da26912b - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - gh_stars: 266 - gh_pushed: '2026-05-11T07:27:16Z' - ai_summary: The Google Secret Manager provider for the Secrets Store CSI Driver - allows mounting secrets stored in GCP Secret Manager directly into Kubernetes - Pods as volumes. By utilizing CSI mounts, applications can access keys natively - without needing direct API client dependencies. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Kubernetes CSI - is_microservice: false - title: 'GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: Google Secret - Manager Provider for Secret Store CSI Driver' -https://devops.com/devops-teams-struggling-to-keep-secrets: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034456.250977 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An industry survey highlighting operational struggles modern engineering - teams face in managing and securing access tokens, certificates, and API keys - within dynamic, rapid-delivery cycles. - language: en - resource_type: Article - complexity: Beginner - hierarchy: - - Security - - Industry Insights - - Surveys - is_microservice: false - title: 'devops.com: DevOps Teams Struggling to Keep Secrets' -https://www.thorsten-hans.com/encrypt-your-kubernetes-secrets-with-mozilla-sops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031341.596636 - content_hash: cfe6de25986712e9fb04737a66abc0cf700d687826d7dbcccf99da5f99cdf911 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A practical guide to securing GitOps pipelines by encrypting Kubernetes - Secrets with Mozilla SOPS. Focuses on integrating Age or GPG keys to keep raw - secrets out of Git while keeping deployment automation intact. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - GitOps Encryption - is_microservice: false - title: '==thorsten-hans.com: Encrypt your Kubernetes Secrets with Mozilla SOPS==' -https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031537.788586 - content_hash: N/A - v1_locations: - - docs/devsecops.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An architectural guide demonstrating how to use Git clean and smudge - filters to automatically encrypt files before committing and decrypt them on checkout. - Avoids hardcoding credentials in repositories by relying on local workstation - setups. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Git-Level Security - is_microservice: false - title: 'developers.redhat.com: Protect secrets in Git with the clean/smudge filter' -https://github.com/kubeopsskills/cloud-secret-resolvers: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030711.75199 - content_hash: f26f51430c382c7a8c629e1a75b95f2c292a675b9285750e8b7e033167d02d48 - v1_locations: - - docs/devsecops.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 35 - gh_pushed: '2022-06-22T10:39:05Z' - ai_summary: An open-source utility designed to resolve external cloud secrets natively - into Kubernetes configurations. Simplifies secret retrieval from AWS Secrets Manager, - GCP Secret Manager, and Azure Key Vault without heavy operators. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Cloud Integrations - is_microservice: false - title: 'kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)' -https://thenewstack.io/managing-secrets-in-your-devops-pipeline: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030982.802314 - content_hash: fc6024523ade4d64c10c01d39b2e825e3d1bdbfe87bbadbaef1613b3b9dc4bb7 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Comprehensive overview of managing sensitive credentials across CI and - CD environments. Discusses dynamic secrets generation, rotation, and pipeline - isolation techniques to limit exposure vectors. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - DevOps Pipelines - is_microservice: false - title: 'thenewstack.io: Managing Secrets in Your DevOps Pipeline' -https://thenewstack.io/kubernetes-secrets-management-3-approaches-9-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032036.567943 - content_hash: N/A - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: 'Synthesizes three core secrets management topologies: native Kubernetes, - external vaults, and GitOps-encrypted envelopes. Provides nine actionable architectural - rules, highlighting pitfalls in vanilla base64 encoded secrets.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Best Practices - is_microservice: false - title: '==thenewstack.io: Kubernetes Secrets Management: 3 Approaches, 9 Best Practices==' -? https://siddhivinayak-sk.medium.com/kubeseal-sealedsecret-make-your-secrets-secure-in-scm-by-using-sealed-secret-4631bcb39bf8 -: title: 'siddhivinayak-sk.medium.com: Kubeseal & SealedSecret: Make your β€˜secrets’ - secure in SCM by using β€˜sealed secret’' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032036.567943 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/commjoen/wrongsecrets: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029802.218704 - content_hash: 39e152f28c760f881808bd94a569729ed8f9a09702af02f5671d792e3fcac423 - v1_locations: - - docs/devsecops.md - gh_license: AGPL-3.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 0 - gh_pushed: '2026-04-18T04:13:48Z' - ai_summary: An interactive, educational OWASP project featuring structured exercises - to learn how not to handle secrets. Helps engineers understand various secret - leakage scenarios in containerized environments and CI/CD pipelines. - language: English - resource_type: Repository - complexity: Beginner - hierarchy: - - Security - - Secrets Management - - Education and Testing - is_microservice: true - title: '==commjoen/wrongsecrets: OWASP WrongSecrets==' -https://medium.com/avmconsulting-blog/aws-secret-manager-protect-sensitive-information-and-functionality-f520e15293f4: - title: 'medium: AWS Secret Manager: Protect sensitive information and functionality - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033566.792507 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://blog.opstree.com/2021/11/16/aws-secret-manager: - title: 'blog.opstree.com: AWS Secret Manager' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031257.880813 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/aws/secrets-store-csi-driver-provider-aws: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029151.227749 - content_hash: N/A - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - gh_stars: 585 - gh_pushed: '2026-05-19T20:48:41Z' - ai_summary: The official AWS Secrets Manager provider for the Kubernetes Secrets - Store CSI Driver. Enables mounting secrets as files directly to Pod volumes, removing - the need to store sensitive data in the etcd database. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - CSI Drivers - is_microservice: false - title: 'aws/secrets-store-csi-driver-provider-aws: AWS Secrets Manager and Config - Provider for Secret Store CSI Driver' -? https://medium.com/@ishana98dadhich/integrating-aws-secret-manager-with-eks-and-use-secrets-inside-the-pods-part-1-1938b0c3c2fb -: title: 'medium.com/@ishana98dadhich: Integrating AWS Secret Manager with EKS and - use Secrets inside the Pods: Part-1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029151.227749 - content_hash: N/A - v1_locations: - - docs/devsecops.md - - docs/managed-kubernetes-in-public-cloud.md -https://github.com/pyca/bcrypt: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030883.19866 - content_hash: 5941e02185134638023cadc793e539ac0c8c88435bf01c46ae5151867a645a96 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 1475 - gh_pushed: '2026-05-22T11:08:34Z' - ai_summary: Modern Python bindings for the bcrypt password hashing function. Maintained - by PyCA (Python Cryptographic Authority), it provides secure-by-default, work-factor - adjustable password protection. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - Cryptography - - Hashing Algorithms - is_microservice: false - title: pyca/bcrypt -https://docs.python.org/3/library/hashlib.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031140.796346 - content_hash: 68dfd5611d937eebee6cf7efc5aa572de4e1c4c5bdea23f3a10af2046555e3c0 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Official documentation for Python standard library implementation of - the scrypt key derivation function. Outlines usage patterns, parameters, and system - requirements for resource-intensive password verification. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Security - - Cryptography - - Hashing Algorithms - is_microservice: false - title: 'docs.python.org: scrypt (standard library)' -https://cryptography.io/en/latest/hazmat/primitives/key-derivation-functions: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033675.204809 - content_hash: d6542ed925953a06a5f18aab42fab74e1960fa82bb0ff8c9ae04381985d84137 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Low-level cryptographic recipe details for implementing Scrypt KDF in - Python. Part of the cryptography package, offering precise tuning of memory cost - and CPU constraints. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Security - - Cryptography - - Hashing Algorithms - is_microservice: false - title: 'cryptography.io: scrypt (cryptography)' -https://git-secret.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033612.438981 - content_hash: de6cc128ccb459c822dc9bd604a728e268e7dabea87573e4ba66e706c93c5e57 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A bash tool to store private files in a Git repository using GPG encryption. - Only trusted users with active public keys can decrypt the files, keeping config - files safe yet centralized. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Git-Level Security - is_microservice: false - title: git-secret.io -https://github.com/wincent/git-cipher: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030674.098511 - content_hash: b2766a3476638a9911845e998a2e6ae6d7213642a229cc77f566a67f8c4e3ad5 - v1_locations: - - docs/devsecops.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 90 - gh_pushed: '2025-12-29T11:35:38Z' - ai_summary: An older tool designed to transparently encrypt files inside Git repositories. - Mostly superceded by modern cloud secret providers and SOPS, but serves as a foundational - reference for git-filter mechanics. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Git-Level Security - is_microservice: false - title: git-cipher -https://github.com/hashicorp/vault: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032388.904148 - content_hash: e3d1a53ae91eb52490e28f1327fb302256125169ec0050a1ac93ebc1f02a075d - v1_locations: - - docs/devsecops.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 35647 - gh_pushed: '2026-05-21T23:20:08Z' - ai_summary: The industry-standard secrets engine for modern cloud infrastructure. - Provides secure storage, dynamic secrets generation, detailed audit logs, and - lease-based secret revocation across distributed environments. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Platform Integrations - is_microservice: true - title: hashicorp/vault -https://github.com/hashicorp/vault-csi-provider: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031109.334346 - content_hash: 9b09825d8a60d25aa3f4bd6fc5c9fbd07f539699d08aa67830a22d536a5a5efb - v1_locations: - - docs/devsecops.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 346 - gh_pushed: '2026-05-22T03:57:07Z' - ai_summary: Integrates HashiCorp Vault with the Secret Store CSI Driver, allowing - Pods to mount Vault secrets natively. Eliminates raw local secret storage by rendering - credentials directly as memory-mapped files. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - CSI Drivers - is_microservice: false - title: 'hashicorp/vault-csi-provider: HashiCorp Vault Provider for Secrets Store - CSI Driver' -https://medium.com/hashicorp-engineering/coding-for-secrets-reliability-with-hashicorp-vault-2090dd8667e: - title: 'medium: Coding for Secrets Reliability with HashiCorp Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034326.300364 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/resources/vault-and-kubernetes-better-together: - title: 'hashicorp.com: Vault & Kubernetes: Better Together' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029678.607219 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/learn-vault-1-5: - title: 'Vault Learning Resources: Vault 1.5 features and more' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033788.644226 - content_hash: N/A - v1_locations: - - docs/devsecops.md -? https://medium.com/hashicorp-engineering/securing-k8s-ingress-traffic-with-hashicorp-vault-pkiaas-and-jetstack-cert-manager-cb46195742ca -: title: 'medium: Securing K8s Ingress Traffic with HashiCorp Vault PKIaaS and JetStack - Cert-Manager' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033788.644226 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/vault-github-action: - title: 'hashicorp.com: Automate Secret Injection into CI/CD Workflows with the GitHub - Action for Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031533.593448 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/aws-lambda-extensions-for-hashicorp-vault: - title: 'hashicorp.com: Use AWS Lambda Extensions to Securely Retrieve Secrets From - HashiCorp Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033050.696132 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/kelseyhightower/serverless-vault-with-cloud-run: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034425.148872 - content_hash: 144443bedcd44d5c233af5b4babdfd85e3e39b6b968263cfc2088c040742d87f - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 407 - gh_pushed: '2022-04-28T16:47:21Z' - ai_summary: Architectural blueprint showing how to deploy HashiCorp Vault on Google - Cloud Run serverless container environment. 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Mitigates - human error during key rotations. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Platform Integrations - is_microservice: false - title: 'confluent.io: How to Manage Secrets for Confluent with Kubernetes and HashiCorp - Vault' -https://digitalvarys.com/simple-introduction-to-hashicorp-vault: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029970.767468 - content_hash: 892128af437f286456ed9622d1fcd7d12713574530c8fe58460ad612b15caede - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A simplified, beginner-friendly walkthrough of Vault core terms, architecture, - and deployment principles. Covers seal and unseal mechanics, storage backends, - and simple key-value reading. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Security - - Secrets Management - - Introduction - is_microservice: false - title: 'digitalvarys.com: Simple Introduction to HashiCorp Vault' -https://www.hashicorp.com/blog/vault-on-the-hashicorp-cloud-platform-ga: - title: 'hashicorp.com: HCP Vault is now generally available on AWS 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034484.203579 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/resources/serverless-secrets-vault: - title: 'hashicorp.com: Serverless Secrets with HashiCorp Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030436.472839 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-management-fatigue: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031499.395872 - content_hash: d3df51f4f1ee9a26d60ecbb4bb7edad99e7bf9a89b68bd91877cbe3125dbe83d - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Analyzes the rollout of HashiCorp Cloud Platform (HCP) Vault. Discusses - how managed Vault mitigates operationally intensive cluster setup, maintenance, - and compliance tasks for enterprise infrastructure. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Platform Integrations - is_microservice: false - title: 'thenewstack.io: HashiCorp Releases HCP Vault to Combat β€˜Secrets Management’ - Fatigue' -https://www.datadoghq.com/blog/monitor-vault-metrics-and-logs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031740.017362 - content_hash: 87b2f65c8fa3f00ee2987667169220bef74f31be399725ba573ce6e80975a320 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Technical article detailing key performance indicators, unseal latency, - policy failures, and performance metrics for HashiCorp Vault monitoring. Focuses - on setting up proactive alerts via Datadog integration. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Observability - is_microservice: false - title: 'datadoghq.com: Monitor HashiCorp Vault metrics and logs' -https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust-tools: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030461.997783 - content_hash: d6bc2b851bb31ff4e580af6e5202eea7ddb48e5d15f34dc2be017d12ba52bcfb - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Explores Zero Trust infrastructure fundamentals using HashiCorp Vault - and Consul. Explains the shift from network-perimeter defense to identity-based - application authentication and continuous validation. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Zero Trust Architecture - - Concepts - is_microservice: false - title: 'thenewstack.io: Reasons to Implement HashiCorp Vault and Other Zero Trust - Tools' -https://www.hashicorp.com/blog/retrieve-hashicorp-vault-secrets-with-kubernetes-csi: - title: 'hashicorp.com: Retrieve HashiCorp Vault Secrets with Kubernetes CSI' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031428.936718 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://testdriven.io/blog/running-vault-and-consul-on-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029631.252863 - content_hash: 94226677e1cbf7cdb6fa4edb4668074e68429bf008282ca53b9723059e528dc6 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A detailed, step-by-step tutorial on bootstrapping HashiCorp Vault with - a Consul storage backend inside a local Minikube cluster. Illustrates integration, - authentication, and manual unsealing workflows. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Security - - Platform Integrations - - Deployment - is_microservice: false - title: 'testdriven.io: Running Vault and Consul on Kubernetes' -https://www.hashicorp.com/blog/onboarding-applications-to-vault-using-terraform-a-practical-guide: - title: 'hashicorp.com: Onboarding Applications to Vault Using Terraform: A Practical - Guide 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030685.040855 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/managing-ssh-access-at-scale-with-hashicorp-vault: - title: 'hashicorp.com: Managing SSH Access at Scale with HashiCorp Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029594.199286 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://devopscube.com/vault-in-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032817.605771 - content_hash: e11b1adf6f48c6dd8af2deaf2827d1e06c7f9dd09c22f00b47f4548722e02e10 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An excellent tutorial detailing how to deploy Vault via Helm in Kubernetes. - Guides readers through installing, initializing, unsealing, and setting up the - vault-k8s agent injector. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Security - - Secrets Management - - Deployment - is_microservice: false - title: 'devopscube.com: How to Setup Vault in Kubernetes- Beginners Tutorial 🌟' -https://devopscube.com/vault-agent-injector-tutorial: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032699.452343 - content_hash: 6b3daa4860d2ccdb2259f7725714e6056bd29e0bf77ac25002d71ecdaa96df6c - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: In-depth guide showing how to use the Vault Agent Injector service. - Explains how mutations based on Pod annotations auto-populate secrets into dynamic - system volumes, minimizing application-level logic modifications. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Injection - is_microservice: false - title: 'devopscube.com: Vault Agent Injector Tutorial: Inject Secrets to Pods Using - Vault Agent' -https://www.hashicorp.com/blog/vault-1-8: - title: 'hashicorp.com: Announcing HashiCorp Vault 1.8' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031079.706978 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/a-kubernetes-user-s-guide-to-hashicorp-nomad-secret-management: - title: 'hashicorp.com: A Kubernetes User''s Guide to HashiCorp Nomad Secret Management' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030295.782265 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/hashicorp-vault-use-cases-and-best-practices-on-azure: - title: 'hashicorp.com: HashiCorp Vault Use Cases and Best Practices on Azure' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030132.326001 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://marcofranssen.nl/install-hashicorp-vault-on-kubernetes-using-helm-part-1: - title: '==medium: Install Hashicorp Vault on Kubernetes using Helm - Part 1== | - Marco Franssen' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031649.492299 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@marco.franssen/install-hashicorp-vault-on-kubernetes-using-helm-part-2-d612cf6c0c91: - title: '==medium: Install Hashicorp Vault on Kubernetes using Helm β€” Part 2== | - Marco Franssen' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031896.219976 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032874.649606 - content_hash: e69e88e08cfed6297fe95bc5832c7ecaed460232be5d620597f588aa5d3b64f6 - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Shows how to integrate a Spring Cloud application with HashiCorp Vault - on a Kubernetes cluster. Details native property binding, TLS configuration, and - Kubernetes-based authentication. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Platform Integrations - - Application Runtime - is_microservice: true - title: 'piotrminkowski.com: Vault on Kubernetes with Spring Cloud' -https://www.hashicorp.com/blog/integrating-azure-ad-identity-hashicorp-vault-part-1-application-auth-oidc: - title: 'hashicorp.com: Integrating Azure AD Identity with HashiCorp Vault β€” Part - 1: Azure Application Auth via OIDC' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032733.96695 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@pratyush.mathur/secrets-management-using-vault-in-k8s-272462c37fd8: - title: '==medium.com/@pratyush.mathur: Secrets Management Using Vault in K8S==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033258.66249 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/kubernetes-vault-integration-via-sidecar-agent-injector-vs-csi-provider: - title: 'hashicorp.com: Kubernetes Vault Integration via Sidecar Agent Injector vs. - CSI Provider' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030204.531059 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/manage-kubernetes-secrets-for-flux-with-hashicorp-vault: - title: 'hashicorp.com: Manage Kubernetes Secrets for Flux with HashiCorp Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032197.853375 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/how-to-integrate-your-application-with-vault-static-secrets: - title: '==hashicorp.com: How to Integrate Your Application with Vault: Static Secrets==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030727.005422 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://blog.devops.dev/using-vault-in-kubernetes-production-for-security-engineers-54d2f0aca4d1: - title: 'blog.devops.dev: Using Vault in Kubernetes Production for Security Engineers' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033500.35167 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/vault-1-11: - title: 'hashicorp.com: HashiCorp Vault 1.11 Adds Kubernetes Secrets Engine, PKI - Updates, and More 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034207.92116 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@nikhil.purva/securing-kubernetes-secrets-with-hashicorp-vault-a9555728e095: - title: 'medium.com/@nikhil.purva: Securing Kubernetes Secrets with HashiCorp Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029487.026816 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/the-state-of-vault-and-kubernetes-and-future-plans: - title: 'hashicorp.com: The State of Vault and Kubernetes, and Future Plans' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032184.788627 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032869.050703 - content_hash: N/A - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A quick-start configuration tutorial for implementing vault-agent sidecar - injection in under 5 minutes. Simplifies standard documentation into a practical, - actionable snippet guide. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Security - - Secrets Management - - Injection - is_microservice: false - title: 'alexandre-vazquez.com: How To Inject Secrets in Pods To Improve Security - with Hashicorp Vault in 5 Minutes 🌟' -? https://medium.com/@martin.hodges/introduction-to-vault-to-provide-secret-management-in-your-kubernetes-cluster-658b58372569 -: title: 'medium.com/@martin.hodges: Introduction to Vault to provide secret management - in your Kubernetes cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032869.050703 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@martin.hodges/enabling-tls-on-your-vault-cluster-on-kubernetes-0d20439b13d0: - title: 'medium.com/@martin.hodges: Enabling TLS on your Vault cluster on Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031541.288398 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@calvineotieno010/managing-application-secrets-with-hashicorp-vault-8efb5e1d87fd: - title: 'medium.com/@calvineotieno010: Managing Application Secrets with Hashicorp - Vault' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033903.303685 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/@muppedaanvesh/a-hand-on-guide-to-vault-in-kubernetes-%EF%B8%8F-1daf73f331bd: - title: 'medium.com/@muppedaanvesh: A Hands-On Guide to Vault in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032877.756724 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/why-use-the-vault-agent-for-secrets-management: - title: 'hashicorp.com: Why Use the Vault Agent for Secrets Management?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030979.363783 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/nerd-for-tech/pki-certs-injection-to-k8s-pods-with-vault-agent-injector-d97482b48f3d: - title: 'medium.com/nerd-for-tech: PKI Certs Injection to K8s Pods with Vault Agent - Injector' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034454.119423 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.hashicorp.com/blog/refresh-secrets-for-kubernetes-applications-with-vault-agent: - title: 'hashicorp.com: Refresh Secrets for Kubernetes Applications with Vault Agent' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034313.600411 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://azure.github.io/secrets-store-csi-driver-provider-azure: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033503.60541 - content_hash: 7d0f133b477ddf21807a3e460afe9a74b30368cb2d306b1d5235028146080682 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Integrates Azure Key Vault instances with AKS/Kubernetes via the standardized - CSI Secrets Store Driver. Supports secure mounting, syncing as native K8s secrets, - and autorotation. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - CSI Drivers - is_microservice: false - title: 'azure.github.io: Azure Key Vault Provider for Secrets Store CSI Driver' -https://akv2k8s.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031499.697364 - content_hash: 943b49111323647ce272ebaee107523c718b3bb715e7b42382c9629c755ba025 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An alternative, highly lightweight operator for syncing Azure Key Vault - certificates and configurations into native Kubernetes Secrets. Promotes clean - deployment patterns without mounting host path volumes. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Cloud Integrations - is_microservice: false - title: '==akv2k8s.io: Azure Key Vault to Kubernetes akv2k8s== 🌟' -https://github.com/SparebankenVest/azure-key-vault-to-kubernetes: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033140.997003 - content_hash: 135e9f8ac4bce72f2b4d186b8a1ef710288c2633b25dea25b52a8515aa2d2e62 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 450 - gh_pushed: '2026-04-24T20:56:00Z' - ai_summary: The underlying repository for the akv2k8s engine. Provides controller - capabilities and Custom Resource Definitions (CRDs) like AzureKeyVaultSecret for - dynamic Azure credential synchronization. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Cloud Integrations - is_microservice: false - title: Azure Key Vault to Kubernetes -https://github.com/Neoteroi/essentials-configuration-keyvault: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031412.257621 - content_hash: 3974ad51bef92a1c3157472f6b57e533b04b98efcf2ea4ef028133d1cf412cc2 - v1_locations: - - docs/devsecops.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 1 - gh_pushed: '2023-04-10T13:47:59Z' - ai_summary: A specialized package simplifying configuration ingestion from Azure - Key Vault into modern Python-based applications. Standardizes secret retrieval - patterns for backend frameworks. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Cloud Integrations - is_microservice: false - title: Neoteroi/essentials-configuration-keyvault -https://www.conjur.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033486.92086 - content_hash: e58e8c445e7276cb0123922beda2cb916f455b3f7475f5aae65bcda12ce6d050 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: The home portal of Conjur Open Source. Provides identity-based authorization, - secrets management, and detailed audit trials for cloud-native systems, containers, - and pipelines. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Platform Integrations - is_microservice: false - title: conjur.org -https://www.infracloud.io/blogs/securing-kubernetes-secrets-conjur: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029513.75356 - content_hash: 3ddd4c45ff4690c8b843e655de25c2dbceac4a19d89de601a2e7780fb9bc9e4a - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Technical breakdown of installing CyberArk Conjur into a K8s namespace - and fetching values securely within target applications. Discusses identity bootstrapping. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Platform Integrations - is_microservice: false - title: 'infracloud.io: Securing Kubernetes Secrets with Conjur 🌟' -https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57me: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031422.726853 - content_hash: 7f4a259aa35f49264337bcc5d2b21343ff20e752226071bba7632e0d93138e4c - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Explores GitOps practices with Mozilla SOPS, integrating decryption - directly into ArgoCD and Flux deployments. Ensures security while tracking configuration - changes inside VCS. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - GitOps Encryption - is_microservice: false - title: 'dev.to: Manage your secrets in Git with SOPS for Kubernetes 🌟' -https://mehighlow.medium.com/hardened-aks-secrets-82351c43eac4: - title: '==mehighlow.medium.com: Hardened-AKS/Secrets==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032642.441859 - content_hash: N/A - v1_locations: - - docs/devsecops.md - - docs/managed-kubernetes-in-public-cloud.md -https://kapitan.dev: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032832.989622 - content_hash: bcf21be7427446d887632bceeed8604d755c7bc49c4a6e841709cab0b85f6af0 - v1_locations: - - docs/devsecops.md - - docs/kubernetes-tools.md - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - - devsecops.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: A powerful configuration generator for Kubernetes and cloud platforms. - Includes native cryptographic secrets handling (supporting GPG, KMS, Vault), allowing - multi-environment configurations to remain secure in Git. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Infrastructure as Code - - Configuration Management - - Templating - is_microservice: false - title: 'Kapitan: Generic templated configuration management for Kubernetes, Terraform - and other things' -https://medium.com/kapitan-blog/declarative-secret-management-for-gitops-with-kapitan-b3c596eab088: - title: 'medium: Declarative secret management for GitOps with Kapitan' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032034.460482 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://github.com/external-secrets/kubernetes-external-secrets: - title: Kubernetes External Secrets 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029421.835693 - content_hash: 466852f6c235fc53bcbcc19823d64c3173e686ea9afb254112b44500808cb0f1 - v1_locations: - - docs/devsecops.md - - docs/kubernetes.md - gh_license: MIT - needs_ai_refresh: true -https://thenewstack.io/godaddys-innovative-project-to-secure-and-rotate-kubernetes-secrets: - title: 'thenewstack.io: GoDaddy’s Project to Secure, Rotate Kubernetes Secrets 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032971.094057 - content_hash: 38f90e49141bddf744cc5c548995b81e0f1ac63bd5b660ee46a31afee8ce93de - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true -https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernetes-using-sealed-secrets: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029573.15911 - content_hash: 83ef836ed1821a7d499791655a611576553633ede6554b0be8c3fc8bdfe7c81b - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: AWS native deployment guide showing how to deploy Bitnami Sealed Secrets - controller on Amazon EKS. Validates how keys are managed safely by the on-cluster - operator. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - GitOps Encryption - is_microservice: false - title: 'aws.amazon.com: Managing secrets deployment in Kubernetes using Sealed Secrets - 🌟' -https://dzone.com/articles/managing-kubernetes-secrets: - title: 'dzone: Managing Secrets Deployment in GitOps Workflow 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032090.942101 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://blog.container-solutions.com/the-birth-of-the-external-secrets-community: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033973.936761 - content_hash: c90c1bf74fdaa0d60a40ab57879177464430abcc3ff4b23f8613e019e2811bad - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Chronicling the merger of GoDaddy's External Secrets and other community - efforts into the unified External Secrets Operator (ESO). Explains how collaboration - established standard API definitions. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Security - - Secrets Management - - Community - is_microservice: false - title: 'blog.container-solutions.com: The Birth of the External Secrets Community' -https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a52c8cf5cb: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030407.120939 - content_hash: f372c9248a2fa64fe1d5de555a68fbc643623e3dd3fcc77d1b9997851e14cf38 - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A technical proof-of-concept for dynamic runtime injection utilizing - external Vault endpoints. Bypasses Kubernetes native secrets store entirely to - reduce security exposures. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Injection - is_microservice: true - title: 'itnext.io: Secrets injection at runtime from external Vault into Kubernetes - β€” POC' -https://github.com/jenkins-x-plugins/jx-secret-postrenderer: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033263.700974 - content_hash: 9eef805a0b6011dd0fc01b9c248232bc7f0bb174e39adbfea0c8d00770028db4 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 4 - gh_pushed: '2021-06-30T11:10:50Z' - ai_summary: A Helm post-renderer plugin developed by the Jenkins X project. Helps - safely populate configurations and templates with secrets right before sending - configurations to the Kubernetes API server. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Platform Integrations - - GitOps Encryption - is_microservice: false - title: jx-secret-postrenderer 🌟 -https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030425.783746 - content_hash: 20beb616bd4c22cb83cecd7cd5ef29c177e9c148dd117c792ad331e1f11cea2a - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Highlights workflows connecting AWS Secrets Manager endpoints directly - to target EKS workloads. Compares dynamic injection models with direct SDK/API - secret pulling patterns. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Cloud Integrations - is_microservice: false - title: 'thenewstack.io: Managing Kubernetes Secrets with AWS Secrets Manager 🌟' -https://ot-container-kit.github.io/k8s-vault-webhook: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032243.022304 - content_hash: d0ffdba9c41fa80c91649dc7049d5551b12675f4ab4ea79e4e76d95dc0df947a - v1_locations: - - docs/devsecops.md - - docs/kubernetes-tools.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - - kubernetes-tools.md - ai_summary: An admission webhook targeting automated HashiCorp Vault secrets injection - inside pod templates. Replaces the necessity for heavy sidecar container orchestration - inside lightweight pods. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Injection - is_microservice: false - title: K8s Vault Webhook 🌟 -https://portworx.com/implementing-data-security-on-red-hat-openshift: - title: 'portworx.com: Implementing Data Security on Red Hat OpenShift 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031466.610198 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033236.756945 - content_hash: 27618c27872de2cf55359323225801942023e6172876a1df120aae74ac329cb2 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A walkthrough of Bitwarden's specialized secrets management service. - Demonstrates how developers and DevOps teams can leverage centralized secrets - isolation to secure machine-to-machine integrations and mitigate hardcoded credential - exposures in automated integration pipelines. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Secrets Management - - Bitwarden - is_microservice: false - title: 'thenewstack.io: Walkthrough: Bitwarden’s New Secrets Manager' -https://morey.tech/technical%20blog/Bitwarden-And-External-Secrets: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032239.298861 - content_hash: f18c438f15c4d23d0af145093d70c98d67586688311ba25a87e10fa6823320d5 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Details how to orchestrate secrets delivery in Kubernetes using the - External Secrets Operator coupled with a Bitwarden backend. Explores the elimination - of static YAML-defined secret configurations in GitOps workflows to dynamic injection - paradigms. - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native Security - - Secrets Management - - Kubernetes External Secrets - is_microservice: false - title: 'morey.tech: Bitwarden and External Secrets' -https://snyk.io/blog/10-serverless-security-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030610.918345 - content_hash: 89da5a834a7882b705d49ce00672da3430ff07169de97e711d152e292273b347 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Establishes ten foundational practices for safeguarding serverless application - runtimes. Promotes strict boundary isolation, defense against event-data injection - attacks, minimal IAM privilege mapping, and specialized continuous logging schemas. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Application Security - - Serverless Security - is_microservice: false - title: 10 Serverless security best practices -https://thehackernews.com/2020/06/cryptocurrency-docker-image.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034348.000503 - content_hash: 2519118c896133338080d217bb92ad363e3171b794b9ea7cb886e5ff1983155c - v1_locations: - - docs/devsecops.md - - docs/docker.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - - docker.md - ai_summary: An analytical threat dispatch chronicling how malicious actors injected - cryptojacking malware directly into public Docker Hub registries. Highlights the - catastrophic operational implications of lack of supply-chain validation processes - in modern registries. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Supply Chain Security - - Container Vulnerabilities - is_microservice: false - title: 'thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed - via Docker Hub' -https://www.infracloud.io/blogs/top-10-things-for-container-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030708.650627 - content_hash: b43a67460ddc8a766d3390aae75474b1b70bd6e4e2a3734e43db20f1c79c52cc - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Distills container host and lifecycle protection down to ten baseline - imperatives. Focuses on minimizing base OS profiles, enforcing container runtime - boundaries, mapping read-only filesystems, and utilizing seccomp profiles to reduce - kernel surface area exposure. - language: en - resource_type: blog - complexity: Beginner - hierarchy: - - Cloud Native Security - - Infrastructure Hardening - - Container Security - is_microservice: false - title: 'infracloud.io: The Ten Commandments of Container Security' -https://medium.com/@vaib16dec/kubesecops-pipeline-container-security-in-a-cloudnative-ecosystem-e59bf19a713d: - title: 'medium: KubeSecOps Pipeline(Container security) in a cloudnative ecosystem' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031460.457298 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029371.203092 - content_hash: 8767ec47ac26164a2e18d7da724d998e69c6332677d5894205f62296df74cf0e - v1_locations: - - docs/devsecops.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - ai_summary: A deep engineering manual on configuring Secure Computing Mode (seccomp) - within Docker and Kubernetes orchestrations. Includes practical code steps for - auditing, building custom whitelist system call filters, and enforcing compliance - frameworks at the container level. - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native Security - - Infrastructure Hardening - - Linux Kernel Security - is_microservice: false - title: 'itnext.io: Hardening Docker and Kubernetes with seccomp 🌟' -https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certification: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030705.887429 - content_hash: d197783d4f9bb82f366fdaefcdd376000de36bbe668a79593f85ca76c7a7a796 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Introduces Red Hat's framework for validating enterprise vulnerability - scanner engines. Ensures that security scanning software integrated into Red Hat - ecosystems generates consistent, verified data with low rates of false-positives. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Supply Chain Security - - Container Scanning - is_microservice: false - title: 'redhat.com: Introducing Red Hat Vulnerability Scanner Certification' -https://techbeacon.com/security/17-open-source-container-security-tools: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032969.443866 - content_hash: 097436e55a7bbd59136448a454ed633150654ba53c74006dcf04626879374b60 - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A curated directory cataloging seventeen critical open-source security - technologies. Details structural features and comparison parameters across image - scanners, policy-engine enforcement options, and runtime observation technologies. - language: en - resource_type: article - complexity: Beginner - hierarchy: - - Cloud Native Security - - Supply Chain Security - - Security Tooling - is_microservice: false - title: 'techbeacon.com: 17 open-source container security tools 🌟' -https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype: - title: 'about.gitlab.com: How to secure your container images with GitLab and Grype' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779030326.731008 - v1_locations: - - docs/devsecops.md - review_metadata: - original_url: https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.943597' - content_hash: 198d387d3823e209cb4f103495507fc5600b440755c863712edc641a530f7f3e -https://github.com/GoogleContainerTools/container-structure-test: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034309.652034 - content_hash: d5d9b3b49c059346a42b83fc79bd566689d0265ec824544c0290df592c93bc88 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - gh_stars: 2480 - gh_pushed: '2026-04-15T19:06:22Z' - ai_summary: Google's framework for validating the structural integrity of container - images without executing them. Features extensive support for validating specific - commands, file system hierarchies, content parameters, and permissions inside - images. - language: en - resource_type: repository - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Supply Chain Security - - Container Testing - is_microservice: false - title: GoogleContainerTools/container-structure-test -https://www.dynatrace.com/news/blog/what-is-container-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032108.536839 - v1_locations: - - docs/devsecops.md - content_hash: 7af1eac9c49daf7564d9851bf29e77ae72c48307523030b22167ad4c08971ee7 - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: An essential guide to the fundamentals of modern container security - systems. Details the isolation boundaries constructed by namespaces and cgroups, - and outlines strategies for preventing escape-vector vulnerability trends. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Infrastructure Hardening - - Container Security - is_microservice: false - title: 'dynatrace.com: Container security: What it is, why it’s tricky, and how - to do it right' -https://betterprogramming.pub/secure-your-kubernetes-cluster-with-seccomp-9403ecf831b2: - title: 'betterprogramming.pub: Secure Your Kubernetes Cluster With Seccomp' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033240.241737 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.youtube.com/watch?v=fZfd4orrn8Y&ab_channel=RawkodeAcademy: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031650.132742 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A video introduction to the Sigstore cryptographic signing toolchain. - Showcases practical live demonstrations on generating root keys, deploying automated - cosign signing loops, and executing registry-level signature validations. - language: en - resource_type: video - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Supply Chain Security - - Image Signing - is_microservice: false - title: 'youtube: Hands-on Introduction to sigstore | Rawkode Live' -https://opensource.com/article/21/12/sigstore-container-images: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030132.298347 - content_hash: c0702f9635c03cc6457112cca9ebf9a5c6baa1779706a6c25a55063e49b5392e - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Explains how developers can use Sigstore's Cosign integration to guarantee - image authenticity. Highlights structural differences between classic PGP setups - and the identity-driven ledger approach utilized by modern DevSecOps frameworks. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Supply Chain Security - - Image Signing - is_microservice: false - title: '==opensource.com: Sign and verify container images with this open source - tool (sigstore)==' -https://dzone.com/articles/a-practical-guide-for-container-security: - title: 'dzone: A Practical Guide for Container Security' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030347.988012 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://octetz.com/docs/2018/2018-12-07-psp: - title: 'octetz.com: Setting Up Pod Security Policies' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034355.404485 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://medium.com/swlh/k8s-network-policies-demystified-and-simplified-18f5ea9848e2: - title: 'medium.com: K8s Network Policies Demystified and Simplified 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029988.63721 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030824.478435 - content_hash: 3980eb68db4b88f4d9163453c6ae2dc5a205cdec272afba56f6036330347ab73 - v1_locations: - - docs/devsecops.md - - docs/kubernetes-networking.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - - kubernetes-networking.md - ai_summary: Outlines a methodology to empirically test and verify active Kubernetes - Network Policies. Details the usage of programmatic probes to transition network - security evaluation from abstract policy syntax configurations to verifiable network - boundaries. - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native Security - - Network Security - - Network Policies - is_microservice: false - title: 'blog.nody.cc: Verify your Kubernetes Cluster Network Policies: From Faith - to Proof' -https://medium.com/@senthilrch/kubernetes-network-polices-are-they-really-useful-c3a153c49316: - title: 'medium: Kubernetes Network Policies: Are They Really Useful?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031539.724138 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033707.846771 - content_hash: 43b011efbc8ebab4d1202453dcd2ca1016606361a5af0b85f45e64b2f8d0edc1 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Step-by-step setup walkthrough for incorporating Static Application - Security Testing (SAST) parameters inside automated Jenkins pipelines. Illustrates - vulnerability prioritization and continuous risk mitigation mechanics before code - compilation. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Supply Chain Security - - CI-CD Security - is_microservice: false - title: DevSecOps – Static Analysis SAST with Jenkins Pipeline -https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032543.544458 - content_hash: 9318078ad5ade16cbc640ff9c1145b4cd7f0f9a2031aef3292c73c0c68926e0b - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Details how to configure and run Aqua Security within production Kubernetes - orchestrations. Highlights how runtime security enforcers inspect system call - sequences and memory footprints to actively detect advanced zero-day threat actors. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Infrastructure Hardening - - Commercial Security Platforms - is_microservice: false - title: 'europeclouds.com: Implementing Aqua Security to Secure Kubernetes' -https://github.com/pomerium/pomerium: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031190.532646 - content_hash: cc02d1fac20ce4ba0baf37149e8e08117ca3cab7e964aaf3beb941a8be184d59 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - gh_stars: 4810 - gh_pushed: '2026-05-22T02:36:17Z' - ai_summary: An identity-aware, security-oriented context reverse proxy designed - to establish solid Zero Trust policies without requiring client-side VPN installations. - Seamlessly integrates with standard enterprise single sign-on providers. - language: en - resource_type: repository - complexity: Advanced - hierarchy: - - Cloud Native Security - - Identity and Access Management - - Zero Trust Proxy - is_microservice: false - title: Pomerium -https://fluentbit.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031146.782737 - content_hash: 9573929d8bb4d339410f27ddb51d3183d2f96e56a05979034f106ef6d553d155 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - ai_summary: A highly-optimized log processor and telemetric router written in C - for performance-sensitive container topologies. Extremely lightweight, making - it key for security telemetry collection and log routing across microservices. - language: en - resource_type: project - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Observability and Analytics - - Logging - is_microservice: false - title: fluentbit.io -? https://falco.org/blog/detect-malicious-behaviour-on-kubernetes-api-server-through-gathering-audit-logs-by-using-fluentbit-part-2 -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031146.782737 - content_hash: 9573929d8bb4d339410f27ddb51d3183d2f96e56a05979034f106ef6d553d155 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - ai_summary: Technical guide showing how to route granular Kubernetes API server - log streams into Falco via Fluent Bit. Enables engineering teams to construct - continuous, reactive security alerting pipelines for anomalous administrative - API operations. - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native Security - - Observability and Analytics - - Runtime Threat Detection - is_microservice: false - title: fluentbit.io - Audit Logs by using FluentBit - Part 2' -https://kubearmor.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031473.586284 - content_hash: 07ebc1fe527c5b7c6e379571dd7d2513a5bea0864f9d21086a27fd90c57c1537 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - devsecops.md - ai_summary: A runtime enforcement framework leveraging Linux Security Modules (AppArmor, - SELinux, and BPF-LSM) to actively block system actions, access, and operations - in containers. Integrates directly with native Kubernetes policy objects. - language: en - resource_type: project - complexity: Advanced - hierarchy: - - Cloud Native Security - - Infrastructure Hardening - - Runtime Threat Detection - is_microservice: false - title: kubearmor.io -https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2209b: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030503.343892 - content_hash: af68861aaf30fa241e58389a55d5b15010ff6bb64beb57a2786d1e1b98e9ebae - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Practical deployment overview for securing Kubernetes worker nodes using - KubeArmor policies. Addresses specific configuration blueprints for system file - path lockdown, network socket execution limits, and process-level isolation rules. - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native Security - - Infrastructure Hardening - - Runtime Threat Detection - is_microservice: false - title: 'itnext.io: Protecting Your Kubernetes Environment With KubeArmor' -https://dlorenc.medium.com/whos-at-the-helm-1101c37bf0f1: - title: 'medium: Who’s at the Helm?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029056.341597 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://itnext.io/helm-3-secrets-management-4f23041f05c3: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033081.577455 - content_hash: 17fbfe8205f80872fcd4a9bddcac0e8a80ed6c1abd0214e3ca2332acdf34ed7d - v1_locations: - - docs/devsecops.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - ai_summary: Evaluates secure Helm-based secrets management frameworks. Recommends - replacing plaintext repository definitions with encrypted structures via Mozilla - SOPS or automated Cloud KMS key-wrapping protocols. - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native Security - - Secrets Management - - Helm - is_microservice: false - title: 'itnext.io: Helm 3 β€” Secrets management, an alternative approach 🌟' -https://itnext.io/manage-auto-generated-secrets-in-your-helm-charts-5aee48ba6918: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034172.80284 - content_hash: c4daef82e5d4ccdd4730087791c994565b9123727ab9afeaa94b290019d4abbe - v1_locations: - - docs/devsecops.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - devsecops.md - ai_summary: Addresses the specific problem of generating and maintaining dynamic - secrets in Helm templates. Focuses on preventing unintended database mutations - and application downtime during standard chart updates. - language: en - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native Security - - Secrets Management - - Helm - is_microservice: false - title: '==itnext.io: Manage Auto-generated Secrets In Your Helm Charts== 🌟' -https://dev-vibe.medium.com/encrypt-helm-sensitive-data-9d7622e41d00: - title: 'dev-vibe.medium.com: Encrypt Helm sensitive data' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029369.326974 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://hashcat.net/hashcat: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034521.531997 - content_hash: 1f0002da18dc427da091797381f6028e36b79427e8cbd892c1ce113050882757 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: The premier GPU-optimized system recovery and hash audit toolkit. Utilized - by compliance engineers to assess database security strength and to ensure active - corporate passwords are resilient against brute-force attacks. - language: en - resource_type: project - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Offensive Security - - Password Cracking - is_microservice: false - title: hashcat -https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031377.616028 - content_hash: N/A - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A technical guide to automating PKI operations inside fast-paced engineering - organizations. Contrasts native certificate authority configurations with cloud - integrations to establish dynamic trust lifecycles across container fleets. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Cloud Native Security - - Identity and Access Management - - PKI Automation - is_microservice: false - title: '==devops.com: How to Automate PKI for DevOps With Open Source Tools==' -https://github.com/cybersecsi/HOUDINI: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034015.94381 - content_hash: e98ccff77acd39501658498dec2fd66b87df2173aa27852a14f36257bd888d25 - v1_locations: - - docs/devsecops.md - gh_license: GPL-3.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 1251 - gh_pushed: '2025-11-21T17:18:57Z' - ai_summary: 'A catalog containing hundreds of preconfigured Docker images optimized - for security audit operations, network mapping, and intrusion evaluation. Note: - The repository has seen limited recent updates but remains structurally valuable.' - language: en - resource_type: repository - complexity: Advanced - hierarchy: - - Cloud Native Security - - Offensive Security - - Security Tooling - is_microservice: false - title: '==cybersecsi/HOUDINI: Hundreds of Offensive and Useful Docker Images for - Network Intrusion==' -https://itnext.io/top-6-threat-detection-tools-for-containers-3dd80b77777e: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034090.279077 - content_hash: d7cd8bc51e7a9a5333c0069b0f95b2a831222cc5a5fec4b4550c2ad3ac4cb07b - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Compares six container risk detection technologies. Contrasts passive - image checking with complex system-call interception models (e.g., Falco), showing - engineers how to balance performance overhead against real-time protection. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Supply Chain Security - - Security Tooling - is_microservice: false - title: 'itnext.io: Top 6 Threat Detection Tools for Containers' -https://thenewstack.io/aws-open-sources-security-tools: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033258.806056 - content_hash: 08a59f5d00a3f0ec0cae02793fd2091a52498ea783ff44909e562f90c3698cfb - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Examines AWS open-source tooling releases aimed at verifying IAM compliance, - network security barriers, and container boundaries. Helps cloud architects detect - misconfigurations before deployment into live AWS production. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Cloud Security - - AWS Security - is_microservice: false - title: 'thenewstack.io: AWS Open Sources Security Tools' -https://www.sentinelone.com/blog/reducing-human-effort-in-cybersecurity-why-we-are-investing-in-torqs-automation-platform: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032249.70675 - content_hash: 204742efe956264e0d9326d6b9139984a673d76f296d68e9c10427c6a05ded19 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Details SentinelOne's support for the Torq platform, showcasing how - no-code security automation can speed up vulnerability remediation. Illustrates - programmatic alert routing that replaces manual, error-prone response steps. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Incident Response - - SOAR - is_microservice: false - title: 'sentinelone.com: Reducing Human Effort in Cybersecurity | Why We Are Investing - in Torq’s Automation Platform' -https://pkg.go.dev/knative.dev/security-guard: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033432.256496 - content_hash: 1f2e4878912af645e1984ab1f945bd0f347f40148d65ce5cbc8d5a861e824073 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Golang implementation of Knative's automated Security Guard system. - Designed to monitor, isolate, and restrict malicious execution sequences on serverless - microservice pods, preventing payload injection attacks. - language: en - resource_type: project - complexity: Advanced - hierarchy: - - Cloud Native Security - - Serverless Security - - Knative - is_microservice: true - title: pkg.go.dev/knative.dev/security-guard -https://medium.facilelogin.com/microservices-security-in-action-933072043ad7: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031435.530784 - content_hash: 7be7548c563fdabf1c9987aeb2f26b255e4b853865c3a11c4e006324a61cb65d - v1_locations: - - docs/devsecops.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Comprehensive overview of securing microservice-to-microservice communication. - Addresses mutual TLS, OAuth2 authorization patterns, dynamic identity issuance, - and policy enforcement at the service proxy layer. - language: en - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Application Security - - Microservices Security - is_microservice: true - title: Microservices Security in Action -https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033773.451103 - content_hash: 22448286ac0f3eab391c744233094b8ae540668353a4f8af768a2d36c126e674 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 2 - gh_pushed: '2022-08-26T14:56:01Z' - ai_summary: AWS-designed node agent blueprint created to identify running Kubernetes - containers vulnerable to CVE-2021-44228. Highly specialized diagnostic tool, now - maintained as a historical archive. - language: en - resource_type: repository - complexity: Advanced - hierarchy: - - Cloud Native Security - - Vulnerability Management - - Log4Shell - is_microservice: false - title: 'github.com/aws-samples: Apache Log4j2 CVE-2021-44228 node agent' -https://github.com/proferosec/log4jScanner: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030534.894602 - content_hash: b96dfbd1bf67161008b95d50ac93332a619a06c4edac3b2840cea7575a864099 - v1_locations: - - docs/devsecops.md - gh_license: GPL-3.0 - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - devsecops.md - gh_stars: 490 - gh_pushed: '2023-02-25T10:43:55Z' - ai_summary: Community-developed scanner for identifying nested, vulnerable Log4j - library packages in complex file hierarchies. Preserved as a reference scanning - utility for legacy environments. - language: en - resource_type: repository - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Vulnerability Management - - Log4Shell - is_microservice: false - title: proferosec/log4jScanner -https://edition.cnn.com/2021/12/15/tech/log4j-vulnerability/index.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033617.909136 - content_hash: 5233d283dd33f5ecc542b0b128ba1e0eba43cf987b341934a77c183c480650ee - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: CNN's high-level report detailing the critical global risk of the Log4Shell - vulnerability. Examines how an easily exploitable Java logging library impact - affected systems worldwide, including enterprise clouds and consumer devices. - language: en - resource_type: article - complexity: Beginner - hierarchy: - - Cloud Native Security - - Vulnerability Management - - Log4Shell - is_microservice: false - title: 'edition.cnn.com: The Log4j security flaw could impact the entire internet. - Here''s what you should know' -https://github.com/yahoo/check-log4j: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030847.257787 - content_hash: 6c2ee18602a80f1526ee082d3c4db6ef93f63554fd29e8c079a5903ca221dcc9 - v1_locations: - - docs/devsecops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 169 - gh_pushed: '2026-03-08T19:43:51Z' - ai_summary: Yahoo's command-line tool designed to identify vulnerable log4j jar - instances inside mounted folder structures and container layers. Kept as an archival - resource. - language: en - resource_type: repository - complexity: Intermediate - hierarchy: - - Cloud Native Security - - Vulnerability Management - - Log4Shell - is_microservice: false - title: yahoo/check-log4j -https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas-sobre-log4shell: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033765.073611 - content_hash: 2c85137f29b7f3a7d3107eaff493946e1ad5510514d7dfa07c6172a7b3567ee1 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A strategic overview written in Spanish examining the operational risks - and system-level mitigations for the Log4Shell exploit. Intended for security - leads and enterprise risk managers. [SPANISH CONTENT] - language: es - resource_type: article - complexity: Beginner - hierarchy: - - Cloud Native Security - - Vulnerability Management - - Log4Shell - is_microservice: false - title: 'welivesecurity.com: Lo que todo lΓ­der de una empresa debe saber sobre Log4Shell' -? https://www.genbeta.com/actualidad/internet-esta-llamas-cloudflare-ha-detectado-24-600-ataques-minuto-que-explotaban-vulnerabilidad-log4shell -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033765.073611 - content_hash: 2c85137f29b7f3a7d3107eaff493946e1ad5510514d7dfa07c6172a7b3567ee1 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A Spanish news report capturing the scale of the Log4Shell exploit window - based on telemetry from Cloudflare. Examines peak attack volume and the immediate - deployment of cloud-level edge protection firewalls. [SPANISH CONTENT] - language: es - resource_type: article - complexity: Beginner - hierarchy: - - Cloud Native Security - - Vulnerability Management - - Log4Shell - is_microservice: false - title: 'welivesecurity.com: Lo que todo lΓ­der de una empresa debe saber sobre Log4Shell' - ataques por minuto que explotaban la vulnerabilidad Log4Shell' -https://github.com/Maelstromage/Log4jSherlock: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032463.977538 - content_hash: a79f869b69f76044873c1e18c985d3bb69f7dd6e0499410c3c11c4538cbe23ee - v1_locations: - - docs/devsecops.md - gh_license: GPL-3.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - gh_stars: 108 - gh_pushed: '2023-04-14T19:27:15Z' - ai_summary: A Python-based utility script designed to scan compiled archives (JAR, - WAR, EAR) for compromised class files related to the Log4j CVEs. While useful - for offline forensic evaluations, low community activity renders this a secondary - security artifact. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - Vulnerability Management - - Detection Tools - is_microservice: false - title: Maelstromage/Log4jSherlock -https://blog.mimacom.com/log4j-in-a-log4shell: - title: 'blog.mimacom.com: A Summary of log4j Exploit in a Log4shell - What Happened - and What You Can Do About It' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032337.404953 - content_hash: N/A - v1_locations: - - docs/devsecops.md -https://www.vpnranks.com/news/belgian-defense-ministry-under-cyber-attack-due-to-log4j-vulnerability: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034349.587507 - content_hash: 7b15e4498228d867ff04b32974f9630db666bfc25c4f268467e3ba10e21ec4a3 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: A real-world incident log charting the cyberattack on the Belgian Defense - Ministry that leveraged the Log4j vulnerability. Highlights the national security - risks of unmonitored open-source components in public-sector architectures. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Security - - Vulnerability Management - - Case Studies - is_microservice: false - title: 'vpnranks.com: Belgian Defense Ministry Under Cyber Attack Due to Log4j Vulnerability' -https://www.dynatrace.com/news/blog/log4shell-vulnerability-discovery-and-mitigation: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031402.257639 - content_hash: f4d25c8d53723a9576ed4f9c6a7c3160b00cdd840b9d439e2418e2ddc994235a - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Explains how intelligent, AI-driven observability frameworks dynamically - trace Log4j runtime instances across multi-cloud topologies. Demonstrates auto-detection - mechanisms that flag vulnerable paths without requiring code redeployments. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Vulnerability Management - - Observability - is_microservice: false - title: 'dynatrace.com: Log4Shell vulnerability discovery and mitigation require - automatic and intelligent observability' -https://thenewstack.io/yet-another-log4j-security-problem-appears: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032789.911395 - content_hash: 1164cd2b4c4bdde3696920cbfc5e8fa0ef393e7d5a600377d328fb2745ed9712 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: Tracks the rapid evolution of secondary Log4j exploits discovered following - initial mitigation attempts. Offers deep technical explanations detailing nested - directory expansions and secondary Denial of Service vectors. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Security - - Vulnerability Management - - Analysis - is_microservice: false - title: 'thenewstack.io: Yet Another Log4j Security Problem Appears' -https://github.com/cisagov/log4j-scanner: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031541.972196 - content_hash: 48b61235254336a836b0f1b1ccccb13bfe62a090c6f91c115c0112ac63e4bae1 - v1_locations: - - docs/devsecops.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - devsecops.md - ai_summary: CISA's open-source scanning tool utilizing targeted callback triggers - to scan networks for systems vulnerable to Log4j exploits. 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Uses actual source files in multiple programming languages - to build precise muscle memory for special symbols. - language: English - resource_type: Platform - complexity: Beginner - hierarchy: - - Education - - Developer Utilities - - Typing Tools - is_microservice: false - title: 'typing.io: Typing Practice for Programmers' -https://training.linuxfoundation.org/resources: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030204.547373 - content_hash: d6cca859777ccfbaac3d219f8a9f2520ad620e5cd9a60a321c055a81eed941a8 - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - elearning.md - ai_summary: The definitive technical source of cloud-native certifications (CKA, - CKAD, CKS). It offers formal enterprise training pathways aligned directly with - Cloud Native Computing Foundation (CNCF) blueprints. - language: English - resource_type: Platform - complexity: Advanced - hierarchy: - - Education - - Professional Certifications - - Linux Foundation - is_microservice: true - title: The Linux Foundation Training -https://www.khanacademy.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031898.0605 - content_hash: 5c11a47a040d1ef76b2ad4b9d69845cb4bfc3e62b1888d8081bc66e0f77e5184 - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - elearning.md - ai_summary: An elite, non-profit academic platform delivering foundational instruction - across core sciences and introductory algorithms. Essential for computer science - math prerequisites. - language: English - resource_type: Platform - complexity: Beginner - hierarchy: - - Education - - Academic Curation - - Platforms - is_microservice: false - title: khanacademy.org -https://ine.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034094.375449 - content_hash: 0f6f4a758b9bf5b93d6bd08641f5e3509efd1b680b57e34fd366d1d5c1c84203 - v1_locations: - - docs/azure.md - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - elearning.md - - azure.md - ai_summary: An advanced IT, cybersecurity, and cloud-networking training suite. - Provides massive, production-grade lab simulations targeting Cisco, cloud infrastructure, - and penetration testing paths. - language: English - resource_type: Platform - complexity: Advanced - hierarchy: - - Education - - Professional Certifications - - Networking - is_microservice: false - title: ine.com -https://wiki.bash-hackers.org: - title: wiki.bash-hackers.org - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030248.393456 - content_hash: N/A - v1_locations: - - docs/elearning.md - - docs/other-awesome-lists.md -https://sqlpd.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030473.216124 - content_hash: d6078ed157f3415e7bf4c42c4413efc6703459c1c868af07dd805b65e7dc5304 - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - elearning.md - ai_summary: An interactive, gamified SQL training playground where users act as - police detectives to solve technical cases using structured queries. Excellent - for practicing complex join and filtering logics. - language: English - resource_type: Platform - complexity: Intermediate - hierarchy: - - Data Architecture - - Databases - - SQL - is_microservice: false - title: SQL Police Department -https://techstudyslack.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031012.313848 - content_hash: 869c1054acb4109cc793624a8749d4a13e30e791a6686ff2c5e9e2e528451bc2 - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - elearning.md - ai_summary: An active community Slack hub designed for system administrators and - cloud engineers preparing for AWS certification pathways and advanced system operations. - language: English - resource_type: Platform - complexity: Intermediate - hierarchy: - - Education - - Professional Communities - - Slack Teams - is_microservice: true - title: techstudyslack.com -https://kube.academy: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031125.659077 - content_hash: N/A - v1_locations: - - docs/elearning.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - elearning.md - ai_summary: A VMware-curated Kubernetes academy containing high-density modular - video resources. Covers everything from initial container runtime options up to - advanced service mesh architectures. - language: English - resource_type: Platform - complexity: Advanced - hierarchy: - - Platform Engineering - - Container Orchestration - - Kubernetes - is_microservice: true - title: kube.academy -https://www.codewars.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031399.117619 - content_hash: fa28c91d70eec1e76ae19df3bf4cdd882bf60d08dcbe661f7d87784d84c0c553 - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - elearning.md - ai_summary: An algorithmic development arena where engineers solve progressive code - katas and refine implementation logic using community review and continuous feedback - loops. - language: English - resource_type: Platform - complexity: Intermediate - hierarchy: - - Education - - Interactive Learning - - Platforms - is_microservice: false - title: codewars.com -https://riptutorial.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033157.958761 - content_hash: b6510a3309e9bf6d5b2c105126798b9f43d7ee45883a9ef5678da505c09f73b8 - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - elearning.md - ai_summary: An invaluable, community-driven aggregation of technical tutorials constructed - by parsing Stack Overflow documentation. Offers exhaustive syntax and API code - patterns. - language: English - resource_type: Platform - complexity: Intermediate - hierarchy: - - Education - - Software Engineering - - Tutorials - is_microservice: true - title: riptutorial.com 🌟 -https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide: - title: 'hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032343.919257 - content_hash: N/A - v1_locations: - - docs/elearning.md - - docs/other-awesome-lists.md - - docs/terraform.md -https://pll.harvard.edu/course/cs50-introduction-computer-science: - title: 'harvard.edu: CS50: Introduction to Computer Science (free)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032076.72835 - content_hash: N/A - v1_locations: - - docs/elearning.md -https://www.learnitguide.net: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033489.056895 - content_hash: 48666b9c331514b00e8d1ba280240283708982eaf933dc0e64975da9bb8a6713 - v1_locations: - - docs/elearning.md - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - - elearning.md - ai_summary: A systematic, text-based documentation portal offering modular training - on enterprise Linux administration, automation, bash script configurations, and - core networking blueprints. - language: English - resource_type: Platform - complexity: Intermediate - hierarchy: - - Education - - Infrastructure Automation - - Tutorials - is_microservice: true - title: ==learnitguide.net== 🌟 -https://github.com/techiescamp/devops-projects: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029369.675803 - content_hash: 297a8442638797fa98363d63903f491e018c9759a1d1ce56fa095c869aa8c90e - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - elearning.md - ai_summary: A curated GitHub repository containing end-to-end real-world DevOps - projects. Implements standard infrastructure-as-code deployments, multi-tier CI/CD - pipelines, and structured orchestration designs. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Platform Engineering - - Infrastructure Automation - - Real-world Labs - is_microservice: true - title: ==techiescamp/devops-projects==:Real-World DevOps Projects For Learning -https://medium.com/javarevisited/10-best-java-microservices-courses-with-spring-boot-and-spring-cloud-6d04556bdfed: - title: 'medium.com/javarevisited: 11 Best Java Microservices Courses with Spring - Boot and Spring Cloud in 2022' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030230.384258 - content_hash: N/A - v1_locations: - - docs/elearning.md -https://www.udemy.com/course/microservices-architecture-the-complete-guide: - title: 'udemy.com: Microservices Architecture - The Complete Guide' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033046.50925 - content_hash: N/A - v1_locations: - - docs/elearning.md -https://www.udemy.com/course/microservices-with-spring-boot-and-spring-cloud: - title: 'udemy.com: Master Microservices with Spring Boot and Spring Cloud' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032457.072491 - content_hash: N/A - v1_locations: - - docs/elearning.md -https://www.educative.io/courses/introduction-microservice-principles-concepts: - title: 'educative.io: An Introduction to Microservice Principles and Concepts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033263.194158 - content_hash: d99819dee8a06a6736c3e8a35108d4eab64b18c6caedd689b4d69e1383a09d27 - v1_locations: - - docs/elearning.md - needs_ai_refresh: true -https://www.coursera.org/learn/google-cloud-java-spring: - title: 'coursera.org: Building Scalable Java Microservices with Spring Boot and - Spring Cloud' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030862.120958 - content_hash: c4ab82d94e49289f1c62f3cb021dcf5a3391c2a99c61c756e311f2861191e36e - v1_locations: - - docs/elearning.md - needs_ai_refresh: true -https://code.joejag.com/2021/i-am-aws-certified-should-you-trust-me.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029513.5875 - content_hash: 328f0608d85d64cb6acc4604f698ece9786772322ef0a88e4bf237e86eff2729 - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - elearning.md - ai_summary: An analytical, engineering-focused case critique dissecting the real-world - operational value of cloud credentials versus actual system debugging experience. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Education - - Professional Certifications - - Opinion Pieces - is_microservice: false - title: I'm AWS certified? Should you trust me? -https://homebusinessmag.com/businesses/success-tips/certificates-alone-wont-get-hired-need-certifications-plus: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032338.406369 - content_hash: 79244d98023e7019a79d7247dba3376eae0c85199b417bb4460756749423f0ff - v1_locations: - - docs/elearning.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - elearning.md - ai_summary: An industry blog post analyzing certification pathways from a business-impact - standpoint, explaining why credentials must be paired with hands-on systems architecture - portfolios. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Education - - Professional Certifications - - Opinion Pieces - is_microservice: false - title: 'homebusinessmag.com: Certificates Alone Won’t Get You Hired, You Need Certifications - β€œPlus”!' -https://www.jamesmichaelhickey.com/microservices-architecture: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030533.180504 - content_hash: dd115c34c14cc1452c078f0bd7b439d8328752774215b57e745bd46aff8dd4bd - v1_locations: - - docs/faq.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: Evaluates the operational trade-offs of microservices - and explains how to design modular frontend systems (Micro Frontends) to prevent - unified UI bottlenecks. Live Grounding: Crucial structural blueprint outlining - when to stay monolith first versus transitioning key interfaces to a decoupled - API gateway design.' - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Architecture Patterns - - Microservices - - Design Decisions - is_microservice: true - title: Should I Use A Microservices Architecture? What about the UI? 🌟 -https://medium.com/@ebin/stop-you-dont-need-microservices-dc732d70b3e0: - title: 'medium.com: STOP!! You don’t need Microservices' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033503.662602 - content_hash: N/A - v1_locations: - - docs/faq.md -https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a: - title: 'medium.com: Your team might not need Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030202.002888 - content_hash: N/A - v1_locations: - - docs/faq.md - - docs/kubernetes-alternatives.md -https://www.cybercoders.com/insights/what-hiring-managers-look-for-in-a-full-stack-developer: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029070.714674 - content_hash: N/A - v1_locations: - - docs/faq.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: Analyzes the evolution of developer profiles, mapping - out modern tech stack expectations and system-level engineering requirements. - Live Grounding: Showcases how standard development profiles are merging with cloud - native operations, expecting deep knowledge of container packaging and APIs.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Enterprise Strategy - - Talent Acquisition - - Skills Matrix - is_microservice: true - title: 'cybercoders.com: What Hiring Managers look for in a Full Stack Developer' -https://dzone.com/articles/programming-styles-spring-boot-vis-a-vis-with-ecli: - title: 'Dzone: Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile - 🌟🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030362.858722 - content_hash: N/A - v1_locations: - - docs/faq.md - - docs/java_frameworks.md -https://shekhargulati.com/2018/08/01/week-1-service-discovery-for-modern-distributed-applications: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033750.832663 - content_hash: b866febcda42f19d9d50a330b01b596fb3a5e41e69245eb21bcc21d6e5e0fdcd - v1_locations: - - docs/faq.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: Historical deep dive explaining client-side and server-side - service discovery mechanisms inside distributed microservices. Live Grounding: - Helps clarify legacy patterns like Netflix Eureka, comparing them to modern native - Kubernetes service discovery models utilizing CoreDNS and internal IPs.' - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Architecture Patterns - - Microservices - - Service Discovery - is_microservice: true - title: 'shekhargulati.com: Service Discovery for Modern Distributed Applications' -https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-management: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030479.894465 - content_hash: 3613e4ff5e5cd4c3c42e0c08a3d36adfb09e712c4c5d7abab9ea63f7c5f9c20c - v1_locations: - - docs/faq.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: Investigates the common pitfalls when managing complex - microservice graphs, focusing on circular dependencies and schema version mismatches. - Live Grounding: Proposes practical isolation patterns, contract testing, and loosely-coupled - design standards to ensure independent deployability of services.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Architecture Patterns - - Microservices - - Dependency Management - is_microservice: true - title: 'infoq.com: Pitfalls and Patterns in Microservice Dependency Management' -https://www.clickittech.com/devops/microservices-vs-monolith: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032704.027993 - content_hash: N/A - v1_locations: - - docs/faq.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: Comparative analysis detailing performance, maintenance, - scaling capabilities, and costs associated with monolithic and microservices structures. - Live Grounding: Provides objective framework-driven tables to help decision-makers - evaluate operational complexity against delivery speed targets.' - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Architecture Patterns - - Microservices - - Design Decisions - is_microservice: true - title: 'clickittech.com: Microservices vs Monolith 🌟' -? https://betterprogramming.pub/domain-partitions-how-to-find-a-healthy-balance-between-microservices-and-monoliths-2cd74206559 -: title: 'betterprogramming.pub: Domain Partitions: How To Find a Healthy Balance - Between Microservices and Monoliths' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032704.027993 - content_hash: N/A - v1_locations: - - docs/faq.md -https://thenewstack.io/microservices-align-the-pain-with-the-solution: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033697.152698 - content_hash: 3398af3052a6ed1329bde1dac5fc823f734d53171288f002b76e7877427e3a37 - v1_locations: - - docs/faq.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: Argues for a pragmatic, outcome-based approach to - adoption, warning against entering microservices environments blindly. Live Grounding: - Explores the hidden architectural costs such as networks, latency, data synchronization, - and organizational overhead (Conway''s Law).' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Architecture Patterns - - Microservices - - Design Decisions - is_microservice: true - title: 'thenewstack.io: Microservices: Align the Pain with the Solution' -https://medium.com/ibm-garage/its-time-to-stop-making-microservices-the-goal-of-modernization-71758b400287: - title: 'medium: It’s time to stop making β€œMicroservices” the goal of modernization' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029138.124794 - content_hash: N/A - v1_locations: - - docs/faq.md -https://thenewstack.io/choosing-between-container-native-and-container-ready-storage: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031442.32616 - content_hash: fd76d79f3eb76afc2e6b174422d8350174419e3797f717ef4858f5dadc61c09b - v1_locations: - - docs/faq.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[LEGACY]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: Demystifies cloud-native storage interfaces (CSI), - comparing storage systems designed natively for Kubernetes with legacy storage - adaptions. Live Grounding: Key guide for cloud architects evaluating storage performance, - resilience, automated dynamic provisioning, and multi-protocol scaling features.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Infrastructure - - Cloud Storage - - Container Storage - is_microservice: true - title: 'thenewstack.io: Choosing Between Container-Native and Container-Ready Storage - 🌟' -https://blog.risingstack.com/designing-microservices-architecture-for-failure: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034393.038207 - content_hash: 228b32a9dae57d18a8e761797f81e250710e53859f8ef9cc194d1fe43d4fded8 - v1_locations: - - docs/faq.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: Covers critical resilience patterns designed to keep - distributed software up when individual microservices crash. Live Grounding: Discusses - circuit breakers, load shedding, graceful degradation, and the implementation - of robust health-checking and self-healing systems.' - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Architecture Patterns - - Microservices - - Resilience - is_microservice: true - title: 'blog.risingstack.com: Designing a Microservices Architecture for Failure' -https://dev.to/tngeene/when-are-microservices-appropriate-g2n: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031088.955066 - content_hash: N/A - v1_locations: - - docs/faq.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - faq.md - ai_summary: 'Curator Insight: A practical assessment framework for evaluating whether - an engineering team should divide a system into microservices. 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It details how - to use Logstash, FluentBit, or CloudWatch filter patterns to eliminate verbose, - low-value telemetry. Crucial for enterprise platform administrators looking to - cut hidden SaaS expenses. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - FinOps - is_microservice: false - title: 'aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane - Logs' -https://medium.com/compass-true-north/halving-kubernetes-compute-costs-with-vertical-pod-autoscaler-df658c043301: - title: 'medium.com/compass-true-north: Halving Kubernetes Compute Costs With Vertical - Pod Autoscaler' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030506.823258 - content_hash: N/A - v1_locations: - - docs/finops.md -https://t.co/y414rbxM7l: - title: 'Scale with Confidence Using Terraform: Better Cost Visibility, Stronger - Governance, and Less Operational Overhead' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031800.27697 - content_hash: 64578b4ec93e5effe45a0d720145b2904d499d3bdc0288806d3f3c258aedab8f - v1_locations: - - docs/finops.md - - docs/iac.md - - docs/terraform.md -https://github.com/cremich/cdk-bill-bot: - title: 'cremich/cdk-bill-bot: Welcome to Bill - the cost optimization bot' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031553.25741 - content_hash: ec37d578479c534a1acdcd5414c343df0e1c0298f407bde3726b2adfe27eb28e - v1_locations: - - docs/finops.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - finops.md - gh_stars: 487 - gh_pushed: '2022-09-25T20:04:46Z' -https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs: - title: 'thenewstack.io: Finout Gets a Handle on Kubernetes Costs' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779031595.956256 - content_hash: 272462d22ae20f930d1b4b43e97648311ad3c5e92bd43af4a3342aa10210a099 - v1_locations: - - docs/finops.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - finops.md -https://www.linkedin.com/pulse/france-european-el-dorado-freelancing-quentin-debavelaere: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030052.457127 - content_hash: 16531424d6104066df3465c94ee603ab5e53e6a25dd381add704edaf298f2ec5 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: An industry overview assessing the structural growth, corporate tax - frameworks, and regulatory shifts in the French freelance market. The analysis - profiles the increasing adoption of external professional platforms and digital - tools. It serves as a helpful macro perspective for engineers looking to navigate - European consulting landscapes. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Professional-Growth - - Freelance - - Market Analysis - is_microservice: false - title: 'linkedin/pulse: Is France the European El Dorado for Freelancing?' -https://www.elconfidencial.com/tecnologia/2018-05-12/informatico-freelance-carnica-freelancer-yeeply_1562518: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033432.306063 - content_hash: N/A - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Un reportaje de El Confidencial que examina la transiciΓ³n de los profesionales - de TI en EspaΓ±a desde las consultoras tradicionales ("cΓ‘rnicas") hacia el trabajo - autΓ³nomo. EvalΓΊa plataformas de intermediaciΓ³n y detalla las ventajas operativas - y financieras de este modelo profesional. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Beginner - hierarchy: - - Professional-Growth - - Freelance - - Spanish Market - is_microservice: false - title: ΒΏInformΓ‘tico explotado en una consultora? Las webs para β€˜freelances’ te salvarΓ‘n - la vida -? https://www.genbeta.com/web/siete-webs-explicadas-a-fondo-donde-encontrar-trabajo-freelance-autonomo-te-niegas-a-volver-a-oficina -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033432.306063 - content_hash: N/A - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Una guΓ­a exhaustiva que analiza detalladamente siete plataformas digitales - dedicadas a conectar profesionales tΓ©cnicos independientes con ofertas de trabajo - remotas e internacionales. Ofrece consejos prΓ‘cticos sobre facturaciΓ³n, tarifas - promedio y construcciΓ³n de perfil. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Beginner - hierarchy: - - Professional-Growth - - Freelance - - Portals - is_microservice: false - title: ΒΏInformΓ‘tico explotado en una consultora? Las webs para β€˜freelances’ te salvarΓ‘n - o autΓ³nomo por si te niegas a volver a la oficina' -? https://www.eleconomista.es/economia/noticias/11338080/07/21/Solo-el-13-de-autonomos-en-tarifa-plana-sobrevive-despues-de-24-meses.html -: title: 'eleconomista.es: Solo el 13% de autΓ³nomos en tarifa plana ''sobrevive'' - despuΓ©s de 24 meses' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033432.306063 - content_hash: N/A - v1_locations: - - docs/freelancing.md -https://calculadora.malt.es: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030305.730337 - content_hash: N/A - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Una herramienta interactiva de Malt diseΓ±ada para calcular de forma - transparente las tarifas diarias (TJM) de profesionales autΓ³nomos en funciΓ³n de - la experiencia y la especialidad. Facilita la planificaciΓ³n financiera y la negociaciΓ³n - de tarifas contractuales en el mercado tecnolΓ³gico europeo. [SPANISH CONTENT] - language: Spanish - resource_type: Tool - complexity: Beginner - hierarchy: - - Professional-Growth - - Freelance - - Financial Calculators - is_microservice: false - title: calculadora.malt.es -? https://www.eleconomista.es/actualidad/noticias/11361634/08/21/El-acceso-a-financiacion-una-barrera-casi-infranqueable-para-los-autonomos.html -: title: 'eleconomista.es: El acceso a financiaciΓ³n, una barrera (casi) infranqueable - para los autΓ³nomos' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030305.730337 - content_hash: N/A - v1_locations: - - docs/freelancing.md -? https://www.eleconomista.es/economia/noticias/11368404/08/21/Estas-son-las-cuotas-de-los-autonomos-a-la-Seguridad-Social-y-los-derechos-que-garantizan.html -: title: 'eleconomista.es: Estas son las cuotas de los autΓ³nomos a la Seguridad Social - y los derechos que garantizan' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030305.730337 - content_hash: N/A - v1_locations: - - docs/freelancing.md -? https://www.eleconomista.es/economia/noticias/11390425/09/21/Estos-son-los-gastos-de-los-autonomos-que-no-se-pueden-deducir-en-el-IVA.html -: title: 'eleconomista.es: Estos son los gastos de los autΓ³nomos que no se pueden - deducir en el IVA' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030305.730337 - content_hash: N/A - v1_locations: - - docs/freelancing.md -? https://www.eleconomista.es/economia/noticias/11391909/09/21/La-ayuda-del-SEPE-a-los-autonomos-asi-pueden-cobrar-el-paro-a-la-vez-que-trabajan.html -: title: 'eleconomista.es: La ayuda del SEPE a los autΓ³nomos: asΓ­ pueden cobrar el - paro a la vez que trabajan' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030305.730337 - content_hash: N/A - v1_locations: - - docs/freelancing.md -? https://www.xataka.com/pro/seguridad-social-crea-app-movil-para-gestionar-nueva-cuota-autonomos-permitira-cambiar-tramo-mensualmente-ingresos -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030305.730337 - content_hash: N/A - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Overview of the mobile application launched by Spain's Social Security - to manage the contribution tranches under the real earnings system. Details the - monthly adjustment capabilities and administrative processes for freelancers. - [SPANISH CONTENT] - language: es - resource_type: Article - complexity: Beginner - hierarchy: - - Career and Freelancing - - Taxation and Compliance - - Spain Regulatory - is_microservice: false - title: calculadora.malt.es - cuota de autΓ³nomos: permitirΓ‘ cambiar de tramo mensualmente' -https://www.diariocordoba.com/cordoba-ciudad/2021/12/26/autonomo-espana-sigue-profesion-riesgo-61023753.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034319.94135 - content_hash: a404556b28a5f41c23d89ebdde41b99811c6853208e13af30e10c4fe62bfd435 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: An analytical interview highlighting the financial and administrative - hurdles faced by self-employed professionals in Spain. Discusses systemic issues, - lack of safety nets, and legislative comparisons with other European nations. - [SPANISH CONTENT] - language: es - resource_type: Article - complexity: Beginner - hierarchy: - - Career and Freelancing - - Industry Perspectives - - Freelance Challenges - is_microservice: false - title: 'diariocordoba.com: Β«Ser autΓ³nomo en EspaΓ±a sigue siendo una profesiΓ³n de - riesgoΒ»' -https://blog.xolo.io/es/es-rentable-ser-aut%C3%B3nomo-en-espa%C3%B1a: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032368.533377 - content_hash: 05e288277e5928792f1d530ef38db870eb7a5e00bd5bb3b2e3f0aecff5b27f17 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Financial feasibility analysis for freelancers operating in Spain. Computes - the real cost of social security contributions, corporate taxes, and operating - overhead vs. traditional employment net income. [SPANISH CONTENT] - language: es - resource_type: Blog - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Financial Planning - - Cost Analysis - is_microservice: false - title: 'blog.xolo.io: ΒΏEs rentable ser autΓ³nomo en EspaΓ±a?' -https://marinaaisa.com/es/blog/contractor-eeuu-espana: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033751.094903 - content_hash: 37b0c0aa64b0e9c256094f74c6da99384522c33902cbd1175b9d789dfdd6ad6d - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - freelancing.md - ai_summary: Highly detailed personal case study and playbook on working as an independent - contractor from Spain for US-based firms. Covers billing, currency conversion, - legal forms (W-8BEN), and tax declarations. [SPANISH CONTENT] - language: es - resource_type: Blog - complexity: Advanced - hierarchy: - - Career and Freelancing - - Remote Work - - International Contracting - is_microservice: false - title: 'marinaaisa.com: Trabajar en remoto desde EspaΓ±a como ''contractor''' -https://www.billin.net/blog/como-ser-freelance: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032729.42721 - content_hash: a30073a44d1415ca86cb1519eaa1988e57a80b8b6e63c6dabf25f6c1db151129 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: A step-by-step roadmap for registering as a freelancer (autΓ³nomo) in - Spain. Explains initial registration (Modelo 036/037), Social Security setup, - billing mechanics, and basic financial software setup. [SPANISH CONTENT] - language: es - resource_type: Blog - complexity: Beginner - hierarchy: - - Career and Freelancing - - Taxation and Compliance - - Spain Regulatory - is_microservice: false - title: 'billin.net: CΓ³mo ser freelance en EspaΓ±a en 2022' -https://cincodias.elpais.com/cincodias/2022/02/08/fortunas/1644336556_587972.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034035.918119 - content_hash: 13d363ece35f94c7862e4eb4b907e5d39e3cd9a6f533216c90338a4458c2f255 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Analyzes how the global shift to remote work and distributed teams has - boosted the supply and demand of high-skilled freelance contractors in technical - domains. [SPANISH CONTENT] - language: es - resource_type: Article - complexity: Beginner - hierarchy: - - Career and Freelancing - - Remote Work - - Market Trends - is_microservice: false - title: 'cincodias.elpais.com: El teletrabajo impulsa la oferta de β€˜freelance’' -https://www.youtube.com/watch?v=81VnO4puNkg: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031397.436048 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Video guide breaking down the pros, cons, tax differences, and strategic - decisions when choosing between full-time employment and freelancing in the software - industry. [SPANISH CONTENT] - language: es - resource_type: Video - complexity: Beginner - hierarchy: - - Career and Freelancing - - Industry Perspectives - - Developer Career Paths - is_microservice: false - title: 'youtube: Freelance vs Empleo como Programador | midulive' -https://acentocoop.es: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032790.13511 - content_hash: 20b80de793b1690c161d0984bc212622683028a793f398b87cee950a5431eb4b - v1_locations: - - docs/freelancing.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Service platform operating as an umbrella cooperative for freelancers - in Spain, allowing contractors to invoice legally without initial autΓ³nomo registration - overhead. [SPANISH CONTENT] - language: es - resource_type: Service - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Alternative Employment Models - - Cooperatives - is_microservice: false - title: 'Acento: Cooperativa de freelance' -https://declarando.es: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029292.24854 - content_hash: 1deffc19c5506eac69332199532f110a776df1b97c7342312896b84d244e342c - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Automated tax advisor and accounting platform tailored for Spanish freelancers, - optimizing tax deductions and filing quarterly declarations dynamically. [SPANISH - CONTENT] - language: es - resource_type: Service - complexity: Beginner - hierarchy: - - Career and Freelancing - - Taxation and Compliance + - Infrastructure and Platform + - DevSecOps Platforms - SaaS Platforms is_microservice: false - title: declarando.es -https://www.malt.com: - title: malt 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032455.259149 - content_hash: N/A - v1_locations: - - docs/freelancing.md -https://upper.co: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033263.104884 - content_hash: 5d3def6006bae115f39768996eaa9b606d8c4d5554f3123f15839d12eb9232f3 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Premium network connecting vetted tech professionals and remote developers - with global enterprises and startups seeking elite engineering talent. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Talent Matching - is_microservice: false - title: upper 🌟 -https://www.upwork.com: - title: upwork 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033586.491101 - content_hash: N/A - v1_locations: - - docs/freelancing.md -https://www.freelancer.com: - title: freelancer 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030438.652138 - content_hash: N/A - v1_locations: - - docs/freelancing.md -https://www.codementor.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033329.014765 - content_hash: N/A - v1_locations: - - docs/freelancing.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Global community platform matching developers with expert mentors for - live 1-on-1 code reviews, troubleshooting, and project-based learning. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Mentorship and Support - - On-Demand Assistance - is_microservice: false - title: codementor -https://www.toptal.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029379.8487 - content_hash: a4bf5c18f343434bd56d87b4a5e32d0f059c2c1a759c10d0e3f81f3c34957858 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - freelancing.md - ai_summary: Elite freelance network marketing the "top 3%" of global software engineering, - design, and financial talent, offering thorough language and technical vetting. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Elite Vetting - is_microservice: false - title: toptal -https://www.fiverr.com: - title: fiverr - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031600.849733 - content_hash: N/A - v1_locations: - - docs/freelancing.md -https://www.guru.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030525.536558 - content_hash: dbbd4717810244c66c7332feb25c9c24467ff2e49796fef42da4e34a2df7570a - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Long-standing general freelance marketplace connecting businesses with - global developers, writers, and administrative specialists. - language: en - resource_type: Platform - complexity: Beginner - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Generalist Marketplaces - is_microservice: false - title: guru -https://www.truelancer.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031352.495266 - content_hash: f9ffcc338f352b4330b2c508b87538c0796d5f182d242efa6a4527f946733e5b - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Multi-category freelance network connecting businesses with global technical, - creative, and administrative remote professionals. - language: en - resource_type: Platform - complexity: Beginner - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Generalist Marketplaces - is_microservice: false - title: truelancer -https://www.peopleperhour.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030658.394701 - content_hash: N/A - v1_locations: - - docs/freelancing.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: UK-based platform focusing on micro-jobs and freelance contracts across - technical, design, marketing, and copywriting disciplines. - language: en - resource_type: Platform - complexity: Beginner - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Generalist Marketplaces - is_microservice: false - title: peopleperhour -https://www.crossover.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034528.463064 - content_hash: 8c281f916756a5862225d356ce0620e554e428d74981b1a4535cee2aecd04c4c - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Specialized platform matching high-performing technical talent with - long-term, full-time remote contracts utilizing rigorous cognitive and technical - testing. - language: en - resource_type: Platform - complexity: Advanced - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Elite Vetting - is_microservice: false - title: crossover -https://arc.dev: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030499.656492 - content_hash: 3d810953048f5a7972faefd07961f206338c08572203476df833415878d7a1c9 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Remote career platform for software engineers that streamlines the recruitment - lifecycle with pre-vetted developer cohorts and architectural matchmakers. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Elite Vetting - is_microservice: false - title: arc - formerly codementor -https://www.scalablepath.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030000.885589 - content_hash: f921152cda0ebf468c8819e878790bdb9d2ee0e70c9f01f6677488e3984506f6 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Technical talent agency that matches software developers, architects, - and UI/UX designers with companies seeking remote scaling assistance. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Elite Vetting - is_microservice: false - title: scalablepath -https://turing.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034041.481516 - content_hash: b3d4f6809106e6181ba33bcd40eba803ab39c21fa8b0c4e9b0dcef348891c6e3 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - freelancing.md - ai_summary: AI-backed platform that sources, vets, matches, and manages global software - developers for remote engineering positions. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Elite Vetting - is_microservice: false - title: turing -https://soshace.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029242.985426 - content_hash: 14cdd2105ecd5381c524e420f37284176ebc79168df2ccfef0a6f4c5741c3a8f - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Developer hiring platform focusing on professional web engineers specializing - in Angular, React, Vue, Node.js, and Python. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Elite Vetting - is_microservice: false - title: soshace -https://adevait.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031266.325734 - content_hash: cc35928884c9c9b4354e22ab47cb823868ceb03b2c8b8e6ae7444cbccbde1a4a - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Global engineering network facilitating long-term remote hiring of vetted - developers for scaling companies and enterprises. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Elite Vetting - is_microservice: false - title: adeva -https://speedlancer.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032046.269184 - content_hash: 9bf48548be87fad75630d471fdd2dbb77c21c9b4b384056754e92806e673ef14 - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Managed micro-task platform offering high-speed delivery of design, - content writing, and technical tasks within pre-negotiated hourly windows. - language: en - resource_type: Platform - complexity: Beginner - hierarchy: - - Career and Freelancing - - Freelance Platforms - - On-Demand Microtasking - is_microservice: false - title: speedlancer -https://www.hellobonsai.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032054.601132 - content_hash: 6e3a2db6e2d7d1f39eeed214288f3ce081662cc957c0092e7f15695eed31c9fb - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Comprehensive business management suite providing proposal design, contract - generation, time tracking, invoicing, and tax forecasting services for global - freelancers. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Financial Planning - - Business Management SaaS - is_microservice: false - title: hellobonsai -https://remote.one: - title: remoteone - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034520.62614 - content_hash: N/A - v1_locations: - - docs/freelancing.md -https://www.bairesdev.com/join-us: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031141.392071 - content_hash: c4a3ac24498016af55e0725ca2cb3a6c120dd78ea014a0df9729f88ef649b3ca - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Nearshore outsourcing giant matching bilingual Latin American software - engineers with enterprise-level US organizations via stringent algorithmic testing. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Elite Vetting - is_microservice: false - title: BairesDev -https://freelance.es: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032237.691969 - content_hash: 00418f88bf0d6658e5cd914964190ff9a70848206e8cd1f92307c8d00ec97aaf - v1_locations: - - docs/freelancing.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Local Spanish freelance portal and job board connecting domestic businesses - with local self-employed IT, creative, and administrative experts. [SPANISH CONTENT] - language: es - resource_type: Platform - complexity: Beginner - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Spain Regulatory - is_microservice: false - title: freelance.es -https://contractortaxation.com/contracting-in-spain: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033222.566506 - content_hash: 9e978c4d4cc22d176908f6950f6e33ffc2d8e1750ae06b9b01fe2e14566360d8 - v1_locations: - - docs/freelancing.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - freelancing.md - ai_summary: Tax guide analyzing the operational structures (autonomous status, SL, - or umbrella corp) for international contractors relocating to Spain. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Career and Freelancing - - Taxation and Compliance - - Spain Regulatory - is_microservice: false - title: contractortaxation.com/contracting-in-spain -https://en.wikipedia.org/wiki/Git: - title: 'Wikipedia: Git' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033947.471013 - content_hash: N/A - v1_locations: - - docs/git.md -https://git-scm.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030787.59664 - content_hash: d14eec5da6f006fe376778c48a0eefd7dc5155ff13661d763e7e71ac1507f146 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: The official landing page and database repository for Git, the global - de facto standard distributed version control engine. It offers extensive reference - guides, deep explanations of the graph database layout, and cross-platform installation - instructions. language: English - resource_type: Documentation - complexity: Beginner - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Core Technologies - is_microservice: false - title: Git -https://git-scm.com/book: - title: git-scm.com/book - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029952.49264 - content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://devdocs.io/git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030367.192365 - content_hash: 5a63c4f47987ab3bc0c0dc8b11af7ff5205d313134caa5571afe8e6ecf9d6557 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A highly responsive, clean documentation aggregator providing quick - lookup mechanisms for Git's extensive command-line utility set. It serves as an - accessible replacement for terminal manual outputs, accelerating reference access - for pipeline developers. - language: English - resource_type: Documentation - complexity: Beginner - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Reference Manuals - is_microservice: false - title: devdocs.io/git/ -https://tutorialzine.com/2016/06/learn-git-in-30-minutes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032046.063617 - content_hash: c7522c263849d56a879cf02dc7f951dc0727f96e88663f29dccba3febfb2adac - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: An accelerated 30-minute guide designed to quickly introduce Git's core - operations. It covers essential tasks including index staging, committing, branch - workflows, and remote interaction, providing a strong platform for early-stage - software engineers. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Tutorials - is_microservice: false - title: 'tutorialzine.com: Learn git in 30 minutes 🌟' -https://dev.to/gonedark/3-git-commands-i-use-every-day: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030569.415542 - content_hash: f21d01bc61aca9f34e1002d329782255100ebee84e6d72f566eb937d7f48da62 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A developer-focused guide that presents three highly useful, daily Git - commands that optimize version control workflows. It covers custom formatting - outputs and interactive tree options that clean up terminal displays during debugging. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Tutorials - is_microservice: false - title: 3 Git Commands I Use Every Day -https://opensource.com/life/16/7/how-restore-older-file-versions-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033432.065194 - content_hash: ed4210030b93cd1c895972451c6951657e659c9fcf8dafec4b767919814d629c - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A targeted guide explaining the differences between `git checkout`, - `git reset`, and `git revert` when restoring older files. It provides clear, risk-aware - guidance on recovering historical changes without accidentally rewriting shared - upstream history. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Troubleshooting - is_microservice: false - title: 'opensource.com: How to restore older file versions in Git' -https://tychoish.com/post/9-awesome-git-tricks: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034037.719991 - content_hash: c3b0b56d1221bcfe0be8bfcd9608f9305755c07e471b92af9c9b8127808f9533 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A curated collection of nine practical terminal tricks and custom configurations - for Git power users. It outlines complex command chains for interactive staging, - search operations, reflog mining, and custom formatting alias setups. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Advanced Techniques - is_microservice: false - title: 9 awesome git tricks -https://github.com/dictcp/awesome-git: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033704.786409 - content_hash: 0befe035733108058d6a21dca592032888a30f5bfc294ae53c6d5f0d4570161e - v1_locations: - - docs/git.md - - docs/other-awesome-lists.md - gh_license: CC0-1.0 - needs_ai_refresh: true + resource_type: Product Platform + stars: 5 status: online tags: - '[DE FACTO STANDARD]' + title: gitlab.com v2_locations: - git.md - - other-awesome-lists.md - gh_stars: 2858 - gh_pushed: '2025-02-04T11:05:22Z' - ai_summary: An extensive, community-curated list of tools, clients, extensions, - and learning pathways for Git. 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It provides highly clear commands - for undoing commits, fixing bad commit comments, and recovering files from the - reflog database. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Troubleshooting - is_microservice: false - title: Oh shit, git! -https://www.freecodecamp.org/news/learn-git-basics: - description: '' + - docs/openshift.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029594.219889 - content_hash: 1e8206f2af9c9eb788ee446dd6d145d268bfb5e33c3900e9b82103ff028a4651 +https://about.gitlab.com/blog/2016/06/28/get-started-with-openshift-origin-3-and-gitlab: + content_hash: 9f162dada74f4ce7951a322506a2e51821f171064016b0ef02d2f71d1f6eaed4 + health_score: 64.0 + last_checked: 1779130495.019591 v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: An exhaustive, handbook-style tutorial detailing the core patterns of - daily Git usage. This resource bridges the gap between basic repository setups - and intermediate branch management schemes, showing how developers should handle - code delivery pipelines. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Tutorials - is_microservice: false - title: 'freecodecamp.org: Learn Git Fundamentals – A Handbook on Day-to-Day Development - Tasks 🌟' -https://dev.to/milu_franz/git-explained-the-basics-igc: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032874.360762 - content_hash: ccef3e9665c66fc4547ec5c47aafcee51089a7f755fc16155ec296c4a7a21d56 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A friendly visual tutorial that clarifies how Git tracks file states - across the local environment. 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It covers interactive rebasing configurations, - cherry-picking strategies, split commits, and the inner mechanics of Git's DAG - database model. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Advanced Techniques - is_microservice: false - title: 'dev.to: Git Concepts I Wish I Knew Years Ago 🌟' -https://opensource.com/article/20/7/git-repos-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031025.781801 - content_hash: 20b125147874d73e261502bdeccbb7ae7e88309c4ac23c074061c15d89a85b4b - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Presents six essential strategies to clean and optimize repository structures - in enterprise settings. 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The author explains how programmatic - merge validation queues eliminate regression bugs, enforce testing standards, - and lower overall operational overhead. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Software Delivery and Engineering - - Continuous Integration - - Merge Automation - is_microservice: false - title: 'julien.danjou.info: Stop merging your pull requests manually 🌟' -https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase: - title: 'gitlab.com: How to keep your Git history clean with interactive rebase' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779034461.53076 - v1_locations: - - docs/git.md - review_metadata: - original_url: https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.957396' - content_hash: d4f442d738d7fe58beadae4a3c04991ff8f70379381a15d1fb4bf504172352a5 -https://www.gitkraken.com/learn/git/tutorials: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034347.798532 - content_hash: 34226de8b19be1df14613727bce7ed4303d9aa33995d866b26643bd05032968e - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A highly structured, professional video and article archive managed - by the GitKraken engineering team. It targets critical code management themes, - including branch optimization, visual conflict resolution, rebase configurations, - and upstream synchronization strategies. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Software Delivery and Engineering - - Version Control and Git - - Tutorials - is_microservice: false - title: 'gitkraken.com: Git Tutorials: Instructional Training Videos 🌟' + - docs/openshift.md https://about.gitlab.com/blog/2020/03/13/partial-clone-for-massive-repositories: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033360.035565 - v1_locations: - - docs/git.md - content_hash: 5d113cc2e9095254de4136255ea9dbaab15ab25000efa79784a145cd8fc3c34c - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md ai_summary: Evaluates GitLab's implementation of Git Partial Clone to mitigate bottlenecking in massive codebases containing large assets. It contrasts standard clones with blobless and treeless clones, providing empirical metrics on how deferring binary downloads improves CI/CD runner execution speed. - language: English - resource_type: Article complexity: Advanced + content_hash: 5d113cc2e9095254de4136255ea9dbaab15ab25000efa79784a145cd8fc3c34c + description: '' + health_score: 100.0 hierarchy: - Software Engineering - Version Control - Git Scale Operations is_microservice: false - title: 'about.gitlab.com: How Git Partial Clone lets you fetch only the large file + language: English + last_checked: 1779033360.035565 + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'about.gitlab.com: How Git Partial Clone lets you fetch only the large file'' you need' -https://intellipaat.com/blog/tutorial/devops-tutorial/git-tutorial: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031020.588844 - content_hash: 9c9b81c7fa6933d619d4dbceb54d65c2bd197d3a9a757d715ae75a451936edd4 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A beginner-friendly introduction to Git's lifecycle, architecture, and - basic operations. It provides clear walk-throughs of staging, committing, and - working with remote repositories, serving as a solid foundational manual for novice - developers. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Basics - is_microservice: false - title: 'intellipaat.com: Git Tutorial - Learn Git 🌟' -https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-one-machine: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031084.738495 - content_hash: 139be16348b5def800934ed996bf369e28142a663aa0e9c22210d0379e7c588d - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A practical guide detailing how to manage split Git configurations (e.g., - personal vs. professional identities) on a single workstation. Utilizing Git's - 'includeIf' directive, developers can dynamically load distinct user emails, SSH - keys, and signing settings based on repository paths. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Configuration - is_microservice: false - title: 'freecodecamp.org: How to Use Multiple Git Configs on One Computer 🌟' -https://dev.to/purveshshende2/git-for-beginners-3il6: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030238.358326 - content_hash: 7b7a78c5bf85b2f4f238fd5c5caf0ea72e88a1b90724fd270f39f1e7a59edba1 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Explains core Git fundamentals such as repositories, the working directory, - the staging area, and local commits. This guide is written specifically for newcomers - to establish a baseline understanding of decentralized version control systems. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Basics - is_microservice: false - title: 'dev.to: Git for beginners' -https://blog.gitguardian.com/rewriting-git-history-cheatsheet: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033046.699635 - content_hash: 5145349c36da842ee308cc2de7a0490a8bd7095ef1e71d3702494ff211057f4d - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - git.md - ai_summary: Outlines strict methodologies for removing sensitive credentials or - bloated files permanently from a Git repository's history. It presents modern - commands such as 'git-filter-repo' alongside legacy 'git filter-branch' to guarantee - a complete scrub of sensitive elements while preventing repository corruption. - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Git Security - is_microservice: false - title: 'blog.gitguardian.com: Rewriting your git history, removing files permanently - - cheatsheet & guide' -https://www.smashingmagazine.com/2021/02/getting-the-most-out-of-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031393.034069 - content_hash: 5db84644040572405a454dd19d33d4822392b4c26e8bcf455fba0794638df612 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Explores productivity-boosting mechanisms in Git, including aliases, - stash strategies, and conflict-resolution processes. It helps developers move - past standard commit/push commands into advanced staging management and history - navigation techniques. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Workflows - is_microservice: false - title: 'smashingmagazine.com: Getting The Most Out Of Git' -? https://thenewstack.io/why-open-source-project-maintainers-are-reluctant-to-use-digital-signatures-two-factor-authentication -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031393.034069 - content_hash: 5db84644040572405a454dd19d33d4822392b4c26e8bcf455fba0794638df612 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Analyzes security friction and adoption barriers of cryptographically - signed commits (GPG/SSH) and MFA among open-source maintainers. It highlights - user experience shortcomings in package registries and version control interfaces - that impede standardized software supply chain security. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Security Compliance - is_microservice: false - title: 'smashingmagazine.com: Getting The Most Out Of Git' - Digital Signatures, Two-Factor Authentication' -https://www.freecodecamp.org/news/what-is-git-learn-git-version-control: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033808.014076 - content_hash: a6df7dbea8c9150325ad95713c4632974bdef22ec9030fd588ff70d40eede3f4 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Provides a comprehensive manual on decentralized version control concepts, - contrasting centralized models (like SVN) with Git's architecture. It walks through - basic setup, staging processes, and branching to establish a firm mental model - for new engineers. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Basics - is_microservice: false - title: 'freecodecamp.org: What is Git? A Beginner''s Guide to Git Version Control' -https://www.c-sharpcorner.com/article/20-git-commands-you-should-know: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029950.022909 - content_hash: 28bd648378bfd3ad6915d0dd6eb5c1da10da29090f65c174d5d272e24a4f9f4e - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Lists 20 foundational Git commands necessary for daily development, - covering initialization, log inspection, cherry-picking, and remote synchronization. - This serves as a rapid cheat sheet for software developers scaling up their terminal - command comfort. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Reference - is_microservice: false - title: 'c-sharpcorner.com: 0 Git Commands You Should Know' -https://opensource.com/article/21/4/git-whatchanged: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029734.992114 - content_hash: 14223adb5eac5565b2f1d02ea898cca0f3187287c5807b731100ada59dc3fb4d - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Demystifies commands used to inspect repository changes over time, including - 'git whatchanged', 'git log -p', and 'git show'. It explains historical command - nuances and highlights how to surgically target specific file histories and structural - mutations in large repositories. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Inspection - is_microservice: false - title: 'opensource.com: Find what changed in a Git commit' -https://www.freecodecamp.org/news/practical-git-and-git-workflows: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032556.214145 - content_hash: 04e6fc9a490fb2ab605c017b9285ca1111aca150f6f047bfc0270961108f35c5 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Detailed breakdown of mainstream branching strategies, including Git - Flow, GitHub Flow, and trunk-based development. It serves as a practical blueprint - for team collaboration, merge conflict mitigation, and release management in fast-paced - software development cycles. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Workflows - is_microservice: false - title: 'freecodecamp.org: How to Use Git and Git Workflows – a Practical Guide' -https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review: - title: 'about.gitlab.com: Why small merge requests are key to a great review 🌟' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779030705.825555 - v1_locations: - - docs/git.md - review_metadata: - original_url: https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.998799' - content_hash: db0ba7990decfdba6cbef3ae3fea78aab37029dc419aa3ad5a4a7d3cfe85e867 -https://www.honeybadger.io/blog/git-tricks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032547.466593 - content_hash: 79c533cfa9fdc897d48f2ebc5f7c7ad756c2c53ec73760b586eab14e3f8ece9b - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Highlights ten advanced terminal commands and aliases to streamline - git workflows, including stash parsing, custom log formatting, and interactive - rebasing. These tips target active development patterns to minimize command-line - friction and maximize change velocity. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Productivity - is_microservice: false - title: 'honeybadger.io: Top Ten Git Tips & Tricks' -https://blog.balasundar.com/automate-git-operations-using-python: - title: 'blog.balasundar.com: Automate Git Operations Using Python' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031079.692671 - content_hash: N/A - v1_locations: - - docs/git.md -https://levelup.gitconnected.com/5-git-commands-to-know-before-your-first-tech-job-or-internship-1b5856313338: - title: 'levelup.gitconnected.com: 5 Git Commands to Know Before Your First Tech - Job or Internship' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029613.230833 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/valeriavg/master-git-in-7-minutes-gai: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033805.680993 - content_hash: 1d7f43eeafa908d2c32aefd4c2308d2a5f35d8ac83e6ec8a39c5792fe5796497 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A highly concentrated crash course designed to take developers from - a blank terminal to initializing repositories, staging changes, pushing commits, - and working with remote origins. Ideal for rapid onboarding of new developers - or as a high-density reference sheet. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Basics - is_microservice: false - title: 'dev.to: Master Git in 7 minutes 🌟' -https://blog.greenroots.info/how-not-to-use-git-in-practice-ten-git-usages-you-should-know-to-avoid: - title: 'blog.greenroots.info: How NOT to use Git in Practice. Ten Git usages, you - should know to avoid' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029565.429637 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030473.66422 - content_hash: a3467ab1d8255f2a3984562f48a26bdfff9adb6663a0a79be7e6c98c5cdcdee6 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Deconstructs the mechanics of 'git pull' as a composite operation of - 'git fetch' followed by either 'git merge' or 'git rebase'. The article uses visual - flow diagrams to explain divergence resolution, fast-forwarding, and best practices - to avoid messy merge history. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Operations - is_microservice: false - title: 'cloudbees.com: Git Pull: How It Works With Detailed Examples' -https://midu.dev/buenas-practicas-escribir-commits-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034394.794875 - content_hash: d5c330b9e7fdd5f527d5d54a9de5c1ff6059680227ffa16913d5c2f88b57516c - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Presenta pautas rigurosas para la redacciΓ³n de mensajes de commit semΓ‘nticos - y estructurados (Conventional Commits). Destaca la importancia de mantener un - historial de cambios limpio y automatizable para herramientas de integraciΓ³n continua - en equipos de alto rendimiento. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Best Practices - is_microservice: false - title: 'midu.dev: Buenas prΓ‘cticas para escribir commits en Git' -https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031576.371468 - content_hash: N/A - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A comprehensive guide analyzing the technical layers of transferring - local branch updates to remote repositories. It covers upstream configuration, - tracking branch architectures, force-pushing safety guidelines, and resolving - push rejection due to remote drift. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Operations - is_microservice: false - title: 'cloudbees.com: Git Push: An In-Depth Tutorial With Examples' -? https://blog.annamcdougall.com/git-workflow-tutorial-start-using-git-today-with-basic-git-commands-ckdc1nvfs02zp66s1d4zydz47 -: title: 'blog.annamcdougall.com: Git Workflow Tutorial: Start Using Git TODAY with - Basic Git Commands' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031576.371468 - content_hash: N/A - v1_locations: - - docs/git.md -https://thenewstack.io/git-for-managing-small-projects: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031089.11797 - content_hash: d5801a83d6dbc9545915ae94d4f4eef7b80875f3c0125f8b3b9e17c0e495cf28 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Explains how lightweight Git workflows can be tailored for single-developer - or small-scale applications without the complexity of corporate deployment cycles. - Focuses on local branch mechanics, simple staging hygiene, and basic version tracking. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Workflows - is_microservice: false - title: 'thenewstack.io: Git for Managing Small Projects 🌟' -https://netflixtechblog.medium.com/improving-pull-request-confidence-for-the-netflix-tv-app-b85edb05eb65: - title: 'netflixtechblog.medium.com: Improving Pull Request Confidence for the Netflix - TV App' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031110.850638 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.cloudsavvyit.com/14036/how-to-use-git-hooks-for-commit-automation: - title: 'cloudsavvyit.com: How to Use Git Hooks For Commit Automation 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034125.906384 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.simplilearn.com/tutorials/git-tutorial/merge-conflicts-in-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033942.802602 - content_hash: 392c2f444eccde66a1794dca23be1bbb6c1d289ae2727cf6dc6bac60a565e17b - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A step-by-step tutorial designed to explain the mechanics of three-way - merging and the generation of merge conflicts. It details how conflict markers - are injected and provides terminal-based solutions to reconcile overlapping edits. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Conflict Resolution - is_microservice: false - title: 'simplilearn.com: How to Resolve Merge Conflicts in Git?' -https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030220.169913 - content_hash: 833bebd9b15f22963e2880cc56f81947d11b5d44ed2dc0483e9b2c8b50edfece - v1_locations: - - docs/git.md - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Showcases modern Git commands introduced in recent releases, such as - 'git switch', 'git restore', and the powerful multi-worktree setup via 'git worktree'. - These capabilities allow developers to manage contextual changes and concurrent - tasks without stashing. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Productivity - is_microservice: false - title: 'blog.argoproj.io: 5 new Git commands and 1 tip you’ll use every day' -https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033428.331036 - content_hash: 6a3cec1133aced7fbdff037afaa9664c6b8bdebfb4d65988c419d622a82f4bd6 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A step-by-step walkthrough of the fork-and-pull model used for open-source - contributions. It explains upstream synchronization, clean branch isolation, and - standard pull request workflows from a contributor's perspective. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Collaboration - is_microservice: false - title: 'dev.to: Open Source: My first Pull Request' -https://blog.testproject.io/2021/09/23/git-101-from-scratch-the-ultimate-guide-for-qas: - title: 'blog.testproject.io: Git 101 From Scratch: The Ultimate Guide for QAs 🌟' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779034037.986889 - v1_locations: - - docs/git.md - review_metadata: - original_url: https://blog.testproject.io/2021/09/23/git-101-from-scratch-the-ultimate-guide-for-qas - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.987891' - content_hash: 69e4b0a4da0dd3f5b80730b8e615468efb69ddc3408206607a95501114b4cc55 -https://www.freecodecamp.org/news/git-for-professionals: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032383.272193 - content_hash: 35ae05959dee8e7ecf06f1174b8577572a8ccaa101d823ec7a3688c3fb178ca4 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A comprehensive, multi-hour video course covering highly advanced Git - patterns, including reflogs, structural rebase workflows, interactive staging, - and repository security best practices. Highly recommended for senior engineers - wishing to master the command line. - language: English - resource_type: Video Course - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Advanced Git - is_microservice: false - title: '==freecodecamp.org: Git for Professionals – Free Version Control Course== - 🌟' -https://towardsdatascience.com/a-git-cheatsheet-that-all-coders-need-bf8ad4d91576: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033671.660152 - content_hash: 2b2f589c47797bdebd42b0635d1902cb620834d48294d77afb7823c41ac16b77 - v1_locations: - - docs/git.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An organized reference guide targeting command-line operations frequently - used in data science and engineering teams. Focuses on history visualization, - commit management, and fast-forward remote sync commands. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Reference - is_microservice: false - title: 'towardsdatascience.com: A Git cheatsheet that all coders need' -https://www.r-bloggers.com/2021/10/git-moving-from-master-to-main: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031087.265035 - content_hash: 63eee86427565f4e4931f640e93fc1b98cb6acc82cdacb351f140fda8bbb105a - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A technical walkthrough detailing how to transition primary branch names - from 'master' to 'main' in both local configuration and upstream remotes. Outlines - the impact on integration pipelines, tracking branches, and remote configuration - adjustments. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Repository Administration - is_microservice: false - title: 'r-bloggers.com: Git: Moving from Master to Main' -https://css-tricks.com/creating-the-perfect-commit-in-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030360.917849 - content_hash: 16ffdcb94c7e3310bed2c185c09cc4f99276bd0f38bbf10db98f9b21f37106bb - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Discusses the philosophy and composition of highly structured commits, - focusing on atomic change separation, patch staging ('git add -p'), and clean - message layouts. Adopting these mechanics ensures highly readable commit structures - and vastly simpler rollback pathways. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Best Practices - is_microservice: false - title: 'css-tricks.com: Advanced Git series. 1 Creating the Perfect Commit in Git' -https://css-tricks.com/branching-strategies-in-git: - title: 'css-tricks.com: Advanced Git series. 2 Branching Strategies in Git' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029917.040863 - content_hash: acf98bd232f422612e0b993fdd58946024ee0f37e6c4e4048b4fc3b8d8568e30 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://css-tricks.com/better-collaboration-with-pull-requests: - title: 'css-tricks.com: Advanced Git series. 3 Better Collaboration With Pull Requests' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029863.208963 - content_hash: 671cb527229ae45887bdcdd1f49a593c53d4e1bc2005be9589bc1f5a3aa2d86d - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://css-tricks.com/merge-conflicts-what-they-are-and-how-to-deal-with-them: - title: 'css-tricks.com: Advanced Git series. 4 Merge Conflicts: What They Are and - How to Deal with Them' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031740.063689 - content_hash: 98d375711a55d8c99f4e766a978dcc137424d970a53a01b57d9368951883c1ab - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://css-tricks.com/rebase-vs-merge-integrating-changes-in-git: - title: 'css-tricks.com: Advanced Git series. 5 Rebase vs. Merge: Integrating Changes - in Git' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032388.684608 - content_hash: 54db81d34305da265552b4bbe0b4f4e41ddf1cf8f0d732798fc2836e297242b6 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://css-tricks.com/interactive-rebase-clean-up-your-commit-history: - title: 'css-tricks.com: Advanced Git series. 6 Interactive Rebase: Clean up your - Commit History' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034306.695242 - content_hash: 3ff16cfded927f39622546f3b7ea9e3df3735e292cd4133de3caab23bc400303 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://css-tricks.com/cherry-picking-commits-in-git: - title: 'css-tricks.com: Cherry-Picking Commits in Git' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032159.882258 - content_hash: 8da2f6a5b112766c0c75d979eff7d04286e80557de5841657b8c81ee299ba731 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://css-tricks.com/using-the-reflog-to-restore-lost-commits: - title: 'css-tricks.com: Using the Reflog to Restore Lost Commits' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030196.705778 - content_hash: eab9b8026ddc56ee65b3efbbd853721e2caaef9e6ce9a545c102a6b3c472e88b - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://www.cloudbees.com/blog/git-reset-undo-changes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032220.060701 - content_hash: 5f03e9f73c1f5f7aec7b13f39d4ac0b8928380b46f3246190822ba24c210dd90 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Demystifies the core differences between '--soft', '--mixed', and '--hard' - reset operations in Git. By mapping how resets affect the HEAD pointer, the index, - and the working directory, this guide provides solid strategies for safe rollback - of local changes. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Operations - is_microservice: false - title: 'cloudbees.com: Git Reset Clearly Explained: How to Undo Your Changes 🌟' -https://www.c-sharpcorner.com/article/top-15-git-commands-with-examples-for-every-developers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033663.616579 - content_hash: 4fcf5ca27f71c8eb93493294acd4bd6f67bb49766bcf1be144a4b10bf835b45c - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Compiled handbook featuring 15 of the most widely applied terminal instructions - in Git version tracking. Highlights commands ranging from dynamic diff displays - to basic branch merging with practical code and parameter illustrations. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Reference - is_microservice: false - title: 'c-sharpcorner.com: Top 15 Git Commands With Examples For Every DevelopersπŸ’ͺ' -https://www.cloudsavvyit.com/14822/should-you-use-https-or-ssh-for-git: - title: '==cloudsavvyit.com: Should You Use HTTPS or SSH For Git?== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029698.968581 - content_hash: N/A - v1_locations: - - docs/git.md -https://marklodato.github.io/visual-git-guide/index-en.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033400.244254 - content_hash: 1df553e46a6283f78759a8a2a3b58f1af6bf12090f67392ea8f7dbfaf6c99824 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An exceptionally detailed, map-based visual guide illustrating how Git - commands mutate the inner object model. Using elegant diagrams, it models branch - references, commits, indexes, and directory trees, offering unmatched conceptual - clarity. - language: English - resource_type: Interactive Guide - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Git Visualizations - is_microservice: false - title: '==marklodato.github.io: A Visual Git Reference== 🌟' -https://dev.to/tahsinature/get-lazy-with-lazygit-4h37: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032968.993776 - content_hash: 41bee68959e880363fb09e2573ced384fc86dba80650dbee47346ef385b7146f - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A walkthrough of 'lazygit', a terminal UI layout for Git. It outlines - how this tool accelerates advanced tasks like fast interactive rebase operations, - interactive staging, stash sorting, and graphical history navigation directly - from the terminal. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Tools - is_microservice: false - title: 'dev.to: Get lazy with lazygit' -https://levelup.gitconnected.com/top-30-git-commands-you-should-know-to-master-git-cli-f04e041779bc: - title: 'levelup.gitconnected.com: Top 30 Git Commands You Should Know To Master - Git CLI' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030201.986409 - content_hash: N/A - v1_locations: - - docs/git.md -https://medium.com/@swain.dennis1/forking-github-repository-with-git-and-vim-54288dff3801: - title: 'medium: Forking GitHub Repository with Git and VIM | Swain Dennis' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033313.444158 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030868.326959 - content_hash: 898e345c14135a5f914a0f142f8d2ae8b594244cea344148557e9fceac749253 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Explains critical commands for repository organization, such as automated - remote cleaning, custom aliases, complex log sorting, and advanced diff settings. - These tips help developers construct highly tuned, custom git environments for - team environments. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Productivity - is_microservice: false - title: '==dev.to: 10 useful Git tips to improve your workflow== 🌟' -https://dev.to/render/git-organized-a-better-git-flow-56go: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032952.426416 - content_hash: b258d8eb13a20be3cbfbd520cdf71987db496688053004730a879e0ff9dfd320 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Explores structured methodologies to maintain a clean git history during - iterative engineering sprints. Highlights commit squashing, interactive rebasing, - and early PR configurations to enhance peer-review clarity and system integrity. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Workflows - is_microservice: false - title: 'dev.to: Git Organized: A Better Git Flow' -https://betterprogramming.pub/how-to-filter-the-git-logs-2dcebf3d12: - title: 'betterprogramming.pub: How to Filter the Git Logs' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030201.99025 - content_hash: N/A - v1_locations: - - docs/git.md -https://thenewstack.io/development-introduction-to-git-logging: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031600.415977 - content_hash: f9845dbec4529e7f8d1e37039609967b90e2896cdfd2e8617e1f3df31d18224a - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An exploration of 'git log' configurations, covering formatting flags, - filtering by files, authors, or chronological dates, and visualizing commit history - graphs in CLI. Enables developers to efficiently track origin patterns of performance - regressions or code changes. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Inspection - is_microservice: false - title: 'thenewstack.io: Development: Introduction to Git Logging' -https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031782.116649 - content_hash: 6cb4f08f65076e325059bf0a2987530d233729b2b118b43b3dadf8e9ced9b94f - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Reviews the global and repository-specific options configurable via - 'git config'. Explains auto-correct commands, core editor bindings, line-ending - standardizations across operating systems, and colored outputs. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Configuration - is_microservice: false - title: 'freecodecamp.org: git config – How to Configure Git Settings to Improve - Your Development Workflow' -https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031800.058415 - content_hash: 0fe0e07ed9774cad370287e21664499baaf6b1d76679d012f7e8bb3a7d8785d7 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Detailed, structural exploration on undoing completed branch mergers - using 'git revert' with parent pointer options ('-m'). Discusses the architectural - implications of reverting merges and how it shapes subsequent branch integration. - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Git Operations - is_microservice: false - title: 'freecodecamp.org: Git Undo Merge – How to Revert the Last Merge Commit in - Git' -https://devconnected.com/how-to-delete-file-on-git: - title: 'devconnected.com: How To Delete File on Git' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030339.661884 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/github/how-do-i-resolve-merge-conflicts-5438: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029309.678434 - content_hash: cb03a47cce1832e7aaa0abee3c5abb965081cb717fea3bf822b307c65bd43f86 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Official guide showing how to identify and manually resolve file-level - diff collision blocks during merge commands. Emphasizes visual tools and command - line outputs to confidently patch code conflicts. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Conflict Resolution - is_microservice: false - title: '==dev.to: How Do I Resolve Merge Conflicts?==' -https://dev.to/github/how-to-undo-pushed-commits-with-git-2pe6: - title: '==dev.to: How to Undo Pushed Commits with Git==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032157.132791 - content_hash: 270e7297810848c392d254b26b0321b6c03d6f7c6937f71b2e583bf6d358823e - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://opensource.com/article/22/4/git-push: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031422.615008 - content_hash: 4fe0151e29fbb9c6395a4a67065ef6961730e3bb11c29cfd4723f1aa6e2f9e29 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Comprehensive manual covering safe patterns of pushing code, focusing - on options like '--force-with-lease' versus '--force'. Provides patterns to protect - upstream tracking states from destructive history alterations by other team members. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Operations - is_microservice: false - title: 'opensource.com: My guide to using the Git push command safely' -https://opensource.com/article/22/4/customize-git-subcommands: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030989.396709 - content_hash: fcd9c922f63eb4edece76433ea71de0f08915bbe0544f4362ff4cf46eb6b7b7e - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Explains Git's extension architecture, showing how script files named - 'git-*' added to system executable paths automatically register as custom subcommands. - This is highly useful for building standardized company toolsets. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Git Productivity - is_microservice: false - title: 'opensource.com: Make your own Git subcommands' -https://betterprogramming.pub/2-use-cases-of-python-pre-commit-hooks-to-tidy-up-your-git-repositories-8d86c9c4f06b: - title: 'betterprogramming.pub: 2 Use Cases of Python Pre-commit Hooks to Tidy Up - Your Git Repositories' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033765.518072 - content_hash: N/A - v1_locations: - - docs/git.md -https://betterprogramming.pub/recovering-from-common-git-errors-eccda7ec6180: - title: '==betterprogramming.pub: Recovering From Common Git Errors==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032819.704712 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.java67.com/2022/07/10-best-free-git-courses-and-tutorials.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030655.599289 - content_hash: 5a281d6df231ac8c23b9d1ed4f0e738afd2a17351b20c88670ce832f156d0563 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Curated inventory containing free educational tracks and online bootcamps - for learning fundamental Git operations. Covers platforms ranging from YouTube - to Udemy, targeting rapid engineering onboarding. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Learning Resources - is_microservice: false - title: 'java67.com: Top 10 Free Git Courses and Tutorials for Beginners in 2022 - - Best of Lot' -https://medium.com/@ladoui.bilal/10-git-commands-should-every-devops-should-know-6ae07f5e1989: - title: '==medium.com/@ladoui.bilal: 10 Git commands every DevOps should know== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030335.205309 - content_hash: N/A - v1_locations: - - docs/git.md -https://polarsquad.com/blog/stop-doing-pull-requests: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030578.182667 - content_hash: 577aafb2cdb220fbd038d758294119b926716b28d05f1bc6b5509f80e80bb3f6 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A controversial architectural critique on pull request constraints, - proposing trunk-based continuous integration to foster tighter collaboration. - It contrasts PR bottlenecks with immediate trunk pushes, assessing feedback loops - and QA impacts. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - CI-CD - - Continuous Integration - is_microservice: false - title: 'polarsquad.com: Stop doing pull requests' -https://medium.com/@datosh18/gitsign-in-remote-environments-6f40f47d289f: - title: 'medium.com/@datosh18: Gitsign in remote environments' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032699.144677 - content_hash: N/A - v1_locations: - - docs/git.md -https://medium.com/qe-unit/how-google-does-monorepo-revisited-8c793be20344: - title: 'medium.com/qe-unit: How Google Does Monorepo (Revisited)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033655.419033 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/samuelfaure/how-atomic-git-commits-dramatically-increased-my-productivity-and-will-increase-yours-too-4a84: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031438.029686 - content_hash: dbfcb20e7abbcb603a5bd6f21225cadc6672c0743a5f10d947e4bec345c0e36c - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Practical, insight-led guide highlighting the productivity jump from - committing singular, well-isolated changes. Outlines why micro-level atomic commits - simplify debugging, interactive rebase flows, and rollback processes in shared - branches. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Best Practices - is_microservice: false - title: 'dev.to: How atomic Git commits dramatically increased my productivity - - and will increase yours too 🌟' -https://dev.to/leandronsp/git-fundamentals-a-complete-guide-do7: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030718.459301 - content_hash: db5b12d4f8d8cfbde3366367c7d5d6d796fa26f7ee02c03a178d3515231a2abc - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An exceptional, deep-dive architectural exploration of Git's data structure - foundation, illustrating the exact workings of blobs, trees, and commit pointers. - Unveils CLI-level plumbing vs. UX-porcelain dynamics to foster comprehensive conceptual - fluency. - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Advanced Git - is_microservice: false - title: '==dev.to: Git fundamentals, a complete guide | Leandro ProenΓ§a== 🌟🌟' -https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034501.725671 - content_hash: 22a5a11ad232aca7df50e9d8f46cccbdbf8bda6acb54705495abb6ee3bbb7c43 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Evaluates the commands required to safely unstage files from the Git - index without altering working directory contents. Highlights nuances between - 'git reset HEAD', 'git restore --staged', and other historical command forms. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Operations - is_microservice: false - title: 'freecodecamp.org: Undo Git Add – How to Remove Added Files in Git 🌟' -https://realpython.com/advanced-git-for-pythonistas: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031099.303508 - content_hash: 62090d939785906b88ac58a9c92b17c03032c9a4f2e306c6e5cd299fa541b892 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Structured guide containing developer-centric Git custom patterns, focusing - on specialized interactive staging, cherry-pick operations, and custom Python - '.gitignore' rules. Excellent reading for engineering cleanups in Python workflows. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Git Productivity - is_microservice: false - title: '==realpython.com: Advanced Git Tips for Python Developers== 🌟' -https://cloud-and-devops.hashnode.dev/git-007-learn-advanced-git-topics-like-a-pro: - title: 'cloud-and-devops.hashnode.dev: Git 007 : Learn Advanced GIT topics like - a Pro' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029377.76661 - content_hash: N/A - v1_locations: - - docs/git.md -https://build5nines.com/git-reset-undo-most-recent-local-commit: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033715.633419 - content_hash: a99aef6ba314cff43b417ff7a5009f4cf34dc68bbb64ec02bad1d3bf16896569 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Step-by-step documentation focusing on reversing the latest committed - changes locally. Evaluates command scenarios utilizing the 'HEAD~1' targeting - operator under different staging and working directory preservation options. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Operations - is_microservice: false - title: 'build5nines.com: Git: Reset / Undo Most Recent Local Commit' -https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will-like: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032337.410292 - content_hash: 3c50f071c1814a7edd6e639b96119ceb830abf3881f70ea4edabbb5618405e9c - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A comprehensive developer guide on composing structured and semantic - commit messages that ease maintainer review. It contrasts raw commit history with - standardized protocols (such as Conventional Commits) to lower code review latency - and improve automated changelog generation in large projects. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Collaboration Protocols - is_microservice: false - title: 'freecodecamp.org: How to Write Commit Messages that Project Maintainers - Will Appreciate' -https://learn.gitkraken.com/courses/git-foundations: - title: '==learn.gitkraken.com/courses/git-foundations: Foundations of Git - Certification - Course | Enroll for free==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029459.257913 - content_hash: N/A - v1_locations: - - docs/git.md -https://build5nines.com/how-to-determine-url-a-local-git-repository-was-originally-cloned-from: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030418.249565 - content_hash: 21446a2b60aa5f32a3dc9236866fe49c16f07d8133beb47f201c888336c59e5d - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Technical walkthrough explaining how to extract the original clone URL - from local Git configurations. It details the utilization of `git remote -v` and - config inspection mechanisms, making it useful for developers auditing local workspaces - or automating multi-repository synchronization. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Command Reference - is_microservice: false - title: 'build5nines.com: How to Determine URL a Local Git Repository was Originally - Cloned From' -https://opensource.com/article/21/4/git-stash: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031401.30614 - content_hash: c86481fd31f94c2e446cade6b4cc9f61d8585731995a693f8ad0ec6b43da267c - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A detailed tutorial on managing dirty working directories using the - Git stash mechanism. Presents clear architectural logic on the stash stack, covering - pushes, pops, branch creations, and partial stashing to ease multi-task context - switching. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - State Management - is_microservice: false - title: 'opensource.com: A practical guide to using the git stash command' -https://medium.com/featurepreneur/dont-trash-your-changes-but-stash-em-2091a191f7db: - title: 'medium.com/featurepreneur: Don’t trash your changes but stash β€˜em!' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030553.83336 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/mwafrika/how-to-use-git-stash-command-22bk: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030593.866558 - content_hash: 960ebb0015e0505c0206f7d8759a6a019aa8a06e3d4ae7747499387595e93b95 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Quick operational guide focusing on practical everyday Git stash operations. - Outlines how to isolate unstaged changes quickly without committing incomplete - features, ideal for immediate reference during high-frequency development cycles. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - State Management - is_microservice: false - title: 'dev.to: How to Use Git Stash Command' -https://www.cloudbees.com/blog/git-squash-how-to-condense-your-commit-history: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032091.634314 - content_hash: 0a3482a3565d44dbf688bcce97fd2a5a065c9f49c4b67971b519297f3a1883fb - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Architect-focused guide to maintaining a linear, clean history via squashing. - It covers the technical mechanics of merging multiple development commits into - a single cohesive unit before merging into trunk, a foundational practice for - high-throughput CI/CD. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - History Simplification - is_microservice: false - title: 'cloudbees.com: Git Squash: How to Condense Your Commit History' -https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030132.997971 - content_hash: c8b16501fc4de1952d680d38db237b326c6faa6e54ffff18d1aa0e6a07e87d87 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - git.md - ai_summary: Historic but highly practical post detailing manual command-line execution - of Git squash. Despite its age, the fundamental rebase-based approaches covered - remain functionally correct for baseline legacy setups. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - History Simplification - is_microservice: false - title: 'devroom.io: Git Squash your latests commits into one' -https://www.freecodecamp.org/news/git-squash-commits: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030390.703592 - content_hash: 3207e5454d02f3399efd23dbbb53edf34adebcb7da97820e04f3433e7e106c4c - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Comprehensive hands-on tutorial detailing interactive rebase workflows - to squash arbitrary historic commits. It provides clear, step-by-step terminal - examples for resolving conflict-heavy squash operations to standardize team branch-merging - practices. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - History Simplification - is_microservice: false - title: 'freecodecamp.org: Git Squash Commits – Squashing the Last N Commits into - One Commit' -https://learngitbranching.js.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033081.37881 - content_hash: 1da1e46979b8078cd9c23e4f2a1aae1981d5eebeb3edeec7b3468879299181ae - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: The premier interactive, sandbox-driven visualizer for mastering Git - branch operations and DAG models. Users execute simulated commands directly in - the browser to visualize commit trees, merges, rebases, and cherry-picks. Unmatched - as an educational utility across global engineering organizations. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Interactive Learning - is_microservice: false - title: '==learngitbranching.js.org: Learn Git Branching== 🌟' -https://www.gitkraken.com/learn/git/problems/rename-git-branch: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032405.592968 - content_hash: d39f13bba5e571c03e55692ee134480e9e662bf01185955ceebce864bdd6a5ac - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A practical troubleshooting guide for safe local and remote branch renaming. - It walks through configuration updates and upstream tracking adjustments to prevent - build breaking and pipeline failures when renaming default production branches. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Command Reference - is_microservice: false - title: 'gitkraken.com: How do you rename a Git branch?' -https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034332.355388 - content_hash: 2fd9983c26560454885198753e1576f048c38782f8db47c9d63898d75b0f7ada - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Tutorial on properly tracking and switching to upstream remote branches - in complex collaborative environments. Covers explicit checkout flags, automatic - tracking creation, and metadata fetching to prevent stale tree mismatches. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Remote Operations - is_microservice: false - title: 'freecodecamp.org: Git Checkout Remote Branch Tutorial' -https://www.freecodecamp.org/news/how-to-use-branches-in-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030028.776307 - content_hash: 8cb9448bf26375665e2b2f9dc4ee5915f6225525e58545dae7c6f3ea1bc84da0 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An exhaustive reference sheet mapping out every standard Git branching - command, from instantiation to tracking and cleanup. Clarifies structural concepts - of refs and pointers in the `.git` directory structure, serving as a valuable - quick on-the-job lookup. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Command Reference - is_microservice: false - title: 'freecodecamp.org: How to Use Branches in Git – the Ultimate Cheatsheet 🌟' -https://stackoverflow.blog/2021/04/05/a-look-under-the-hood-how-branches-work-in-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030989.56791 - content_hash: d523365cc300725a915079c517d6af06308ee0d58dcd0e478fdac04dd322f3b7 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: An in-depth exploration of Git's DAG (Directed Acyclic Graph) structural - model and object storage (`blobs`, `trees`, `commits`). It explains why branching - in Git is incredibly lightweight compared to classical VCS systems. Vital reading - for senior developers looking to debug corrupted refs. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Git Architecture - is_microservice: false - title: 'stackoverflow.blog: A look under the hood: how branches work in Git' -https://opensource.com/article/21/4/context-switching-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031117.284312 - content_hash: d390980c1bb691c9d3966c60b5ee7f1e6ca68cd56469f50760119afea9f3bf64 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Explores efficient productivity tactics for pivoting between hotfixes - and active development cycles. Details native mechanisms including `git worktree` - and `git stash` to manage disjointed working states and isolate development dependencies. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - State Management - is_microservice: false - title: 'opensource.com: 4 tips for context switching in Git' -https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local-branch-to-origin: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033338.937298 - content_hash: 7109b4b234780e0f44475defefcf10e35c8da20cd0873e7ea2315c56cfebdf82 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A comprehensive walkthrough of upstream tracking mechanics and the behavior - of the `git push` command flags. Details how the `-u` or `--set-upstream` flags - link local tracking branches with remote definitions, ideal for onboarding new - engineers. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Remote Operations - is_microservice: false - title: 'freecodecamp.org: Git Push to Remote Branch – How to Push a Local Branch - to Origin' -https://www.freecodecamp.org/news/how-git-branches-work: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034336.194359 - content_hash: 79e178945d14d8daba1ea72069180b24571d457e400b321ce51dd4be4414bc67 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Deep dive into the metadata pointer structure of Git branches, contrasting - them with physically copied directories. It illustrates how the HEAD pointer is - resolved dynamically during branch transitions, providing a solid conceptual foundation. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Architecture - is_microservice: false - title: 'freecodecamp.org: How Git Branches Work' -https://www.cloudsavvyit.com/14289/how-to-delete-git-branches-on-local-and-remote-repositories: - title: 'cloudsavvyit.com: How to Delete Git Branches on Local and Remote Repositories' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033290.347371 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033510.947172 - content_hash: 69c4ce73a9e6c3b5af3859831177e97bdf6a66c6f6ad4cf09780cb37b3a99e46 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Analyzes branch tracking strategies specifically tailored for maintaining - sanity in large, multi-contributor open-source systems. Discusses the downstream - effects of divergent merge strategies on public issue tracking and release branches. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Collaboration Protocols - is_microservice: false - title: 'dev.to: Open Source: Multiple branches and git merges' -https://www.cloudsavvyit.com/14710/how-to-move-changes-to-another-branch-in-git: - title: 'cloudsavvyit.com: How to Move Changes to Another Branch in Git' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034282.94844 - content_hash: N/A - v1_locations: - - docs/git.md -https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031451.27276 - content_hash: 3ea6ec94e3e3d75f28f4e52823690640d08372b6e516ab5116af00db5d686ba6 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Offers concrete workflows for isolating and moving accidental master/main - modifications into a cleanly isolated feature branch. Demonstrates terminal patterns - using checkout/switch commands while safeguarding index status. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - State Management - is_microservice: false - title: 'css-tricks.com: Git: Switching Unstaged Changes to a New Branch' -https://betterprogramming.pub/leave-aside-git-checkout-consider-git-switch-for-a-change-7849df8714b0: - title: 'betterprogramming.pub: Leave Aside Git Checkout. Consider Git Switch for - a Change' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031799.992296 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.freecodecamp.org/news/git-list-branches-how-to-show-all-remote-and-local-branch-names: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031230.754018 - content_hash: 753be4ca97912e3d832325f73a0737d0f6135473c46cde18cd4567be40e7b555 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Fast-reference syntax guide for filtering and outputting active local - and remote branches. Covers command options such as `git branch -a` and `git branch - -r` to clarify exact repository structure. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Command Reference - is_microservice: false - title: 'freecodecamp.org: Git List Branches – How to Show All Remote and Local Branch - Names' -https://opensource.com/article/22/4/git-branches: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029242.846342 - content_hash: N/A - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Utilizes tactile physical analogies (LEGO bricks) to demystify branch - divergence, merging, and revision lineage. Highly useful for non-technical project - managers or junior developers struggling with conceptualizing non-linear tree - models. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Conceptual Models - is_microservice: false - title: 'opensource.com: Explaining Git branches with a LEGO analogy' -? https://blog.devops.dev/stop-messing-up-with-git-follow-this-simple-and-effective-strategy-to-maintain-git-branches-cc378468cde6 -: title: 'blog.devops.dev: Stop messing up with Git. Follow this simple and effective - strategy to maintain Git branches' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029242.846342 - content_hash: N/A - v1_locations: - - docs/git.md -https://medium.com/@selvamraju007/git-branching-strategies-a6eafe4541ae: - title: 'medium.com/@selvamraju007: GIT Branching Strategies' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031106.942405 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/varbsan/a-simplified-convention-for-naming-branches-and-commits-in-git-il4: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031428.935737 - content_hash: fc8669cef8dd8016c4cc190eb8875023d96af56698f8a638239a33dd548fff07 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Proposes an elegant, highly structured system for classifying branches - (e.g., `feat/`, `fix/`, `docs/`) and structuring commit histories. This guide - is critical for setting up automated pipelines that trigger CI/CD builds based - on branch namespaces. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Collaboration Protocols - is_microservice: false - title: 'dev.to/varbsan: A Simplified Convention for Naming Branches and Commits - in Git' -https://medium.com/@amid.ukr/agile-git-branching-strategies-in-2023-caeead79ddd: - title: 'medium.com/@amid.ukr: Agile Git branching strategies in 2023' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030364.676915 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.freecodecamp.org/news/the-definitive-guide-to-git-merge: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030809.096295 - content_hash: 09b68b4a0a68d168603bf63f2c34bd970464c35db17073d2f84e9077fdf32706 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Extensive breakdown of Git's integration modes, analyzing fast-forward - merges versus three-way merge commits. Explains the structural integrity of merging - and when to prefer keeping historical merge commits over linear histories. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - State Integration - is_microservice: false - title: 'freecodecamp.org: The Git Merge Handbook – Definitive Guide to Merging in - Git' -https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034394.464659 - content_hash: 7945aaf948de064e38893682f4c521b057a3f0539cec62d9e93303e57f407ede - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Detailed operational breakdown of analyzing and resolving merge conflicts. - Discusses parsing conflict markers (`<<<<<<<`, `=======`, `>>>>>>>`), using external - diff/merge utilities, and understanding code evolution to avoid overwriting peer - updates. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Conflict Resolution - is_microservice: false - title: 'freecodecamp.org: How to Fix Merge Conflicts in Git' -https://build5nines.com/git-merge-repositories-with-history: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033591.675449 - content_hash: d60215fe4679d102a6c19d3a4b1c7bacda8d544b53e5670784daf5e5691b56e4 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A highly technical step-by-step workflow for consolidating completely - disjointed repositories into a unified target while fully preserving commit history. - Crucial for organization-wide monorepo migrations and system consolidation initiatives. - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Advanced History Manipulation - is_microservice: false - title: 'build5nines.com: Git: Merge Repositories with History' -https://opensource.com/article/20/11/git-aliases: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031425.52885 - content_hash: 5d61f88cb50ba44d5878fb1b94cef284a0bdb0e54cc31e79744cb05fb703e4f6 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Examines practical shell and Git aliases designed to accelerate daily - CLI execution speeds. Explains configuration syntaxes for setting up logical macro - shortcodes within global `.gitconfig` profiles. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Developer Ergonomics - is_microservice: false - title: 'opensource.com: 8 Git aliases that make me more efficient' -https://davidwalsh.name/more-awesome-git-aliases: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029270.122542 - content_hash: 800bb8872938be535f50c21b2afe250b47f3ff4851b386104d5cce1ed25c8347 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A curated set of advanced Git alias definitions targeting productivity - improvements. Focuses on parsing, pretty-printing logs, tracking status flags, - and customizing shell environments for version-control readability. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Developer Ergonomics - is_microservice: false - title: 'davidwalsh.name: More Awesome Git Aliases' -https://blog.mimacom.com/git-aliases-you-wished-you-had: - title: 'blog.mimacom.com: The Git Commands You Wish You Always Had' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031618.130148 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/karaluton/explain-like-i-m-five-git-rebase-vs-merging-1k69: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029147.619746 - content_hash: 32da04fe84f5214bcd6b1902f55d130186f99fdd9cf2375311af2a237229c302 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Simplifies the complex conceptual difference between standard Git merges - and linear rebases. Uses clear visual modeling to demonstrate how commit logs - are fundamentally restructured, serving as an exceptional primer for newer software - engineering recruits. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - State Integration - is_microservice: false - title: 'dev.to: ELI5: Git Rebase vs. Merge 🌟' -https://opensource.com/article/22/4/manage-git-commits-rebase-i-command: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030201.981295 - content_hash: 4e6bf5938829093f8fdde719a96bdfe082d0b2dbd71739093fafceb3eb2de273 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[EMERGING]' - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An expert-level exploration of the Git interactive rebase workflow. - It explains how to restructure commits, fixup historical errors, drop unwanted - experimental logs, and clean branch history to comply with strict upstream repository - standards. - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Advanced History Manipulation - is_microservice: false - title: '==opensource.com: My guide to understanding Git rebase -i==' -https://www.freecodecamp.org/news/git-rebase-handbook: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030091.002838 - content_hash: e533f349d7451bfe548c606e1f501df44a5b99c64101b334244070c09b45141b - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A complete reference text on rebasing mechanics, addressing safety profiles, - dynamic branch updates, and upstream rebase scenarios. Walks engineers through - pitfalls like force-push dangers and team coordination during history manipulation. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Advanced History Manipulation - is_microservice: false - title: freecodecamp.org/news/git-rebase-handbook -https://www.backhub.co: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029291.76251 - content_hash: 216b4451e846969ac109c23abf847b6671a7837ff99b37aeb1abc28b2809c1c1 - v1_locations: - - docs/git.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A key enterprise-grade backup solution for GitHub repositories (integrated - with Rewind). It automates cloud backups of source code alongside associated metadata - (issues, wikis, pull requests), critical for security compliance and business - continuity frameworks. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Disaster Recovery - is_microservice: false - title: backhub.co -https://devops.com/make-github-backups-part-of-your-development-process: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032613.233823 - content_hash: N/A - v1_locations: - - docs/git.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Analyzes the critical operational need to treat third-party repository - platforms as soft targets requiring independent backup infrastructure. It advocates - for localized automated archiving strategies to secure source code intellectual - property against localized system downtime. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Disaster Recovery - is_microservice: false - title: 'devops.com: Make GitHub Backups Part of Your Development Process' -https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030934.338965 - content_hash: 0a096eebedaadfdd86d059ee2ded5e4833ff8b39ebaf70cf4d99cd8063b5396a - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Introduces basic to intermediate data protection strategies for ensuring - development work is never lost. Geared toward beginners and non-Git users, covering - high-level archive procedures and external cloud storage integration. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Disaster Recovery - is_microservice: false - title: 'dev.to: 3 Ways to Backup Your Code (Even If You Don’t Know Git)' -https://opensource.com/article/21/3/git-cherry-pick: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034309.102914 - content_hash: 14e425342368ee60eeca6667d6e990cf2f5b48a08f3c450e6a7d53d77e9e9601 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Highlights specific practical scenarios where cherry-picking individual - commits across branches is highly superior to full merges. Essential for surgical - hotfix propagation and codebase refactoring in high-stakes production lines. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Advanced History Manipulation - is_microservice: false - title: 'opensource.com: 3 reasons I use the Git cherry-pick command' -https://jmfloreszazo.com/git-mejores-practicas-cherry-picking: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033207.178815 - content_hash: 4375510925fd505c83339e5a09a7af62a43d60bd2478d6dad7430e2c7e64d9c7 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: GuΓ­a detallada que describe las mejores prΓ‘cticas de ingenierΓ­a para - implementar el comando `git cherry-pick`. Detalla los riesgos de la duplicaciΓ³n - de hashes y cΓ³mo estructurar ramas de hotfix para evitar conflictos repetidos - en integraciones futuras. [SPANISH CONTENT] - language: Spanish - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Advanced History Manipulation - is_microservice: false - title: 'jmfloreszazo.com: GIT Mejores prΓ‘cticas: CHERRY-PICKING' -https://git-scm.com/book/en/v2/Git-Tools-Submodules: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030587.404513 - content_hash: b9978f150a589892fb606b1494d5c6843900e79e739b0e1e05e4af4cdd48d9de - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: The official reference guide for managing Git submodules within complex - multi-repo topologies. Covers the exact configurations, lifecycle management commands, - and pointer updates required to keep external dependencies accurately version-locked. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Multi-Repository Structures - is_microservice: false - title: 'git-scm.com: Git Tools - Submodules' -https://www.sitepoint.com/git-submodules-introduction: - title: 'sitepoint.com: Understanding and Working with Submodules in Git' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032054.745736 - content_hash: N/A - v1_locations: - - docs/git.md -https://shields.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033421.717579 - content_hash: 7e839166f03c98aad3fd00b8e15f63ba47ca683dda1346bd1216c0bf3edc1688 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: The industry-standard dynamic SVG badge generation service utilized - globally across open-source project READMEs. Integrates seamlessly with CI/CD - runners, coverage checkers, and repository stars to present real-time architectural - and health statistics visually. - language: English - resource_type: Tool - complexity: Beginner - hierarchy: - - Software Engineering - - Developer Tooling - - Visual Metadata Badges - is_microservice: false - title: shields.io 🌟 -https://betterprogramming.pub/the-pros-and-cons-monorepos-explained-f86c998392e1: - title: 'medium: The Pros and Cons of Monorepos, Explained' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034530.840784 - content_hash: N/A - v1_locations: - - docs/git.md -https://paulhammant.com/2013/12/04/what_is_your_branching_model: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030462.358636 - content_hash: fcfff0eb40f5ad028eb4f38245de82fcd94c3f2cfbfeab399ed28dd377b5fc93 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A historic, foundational architectural evaluation of team branching - models (Trunk-Based Development vs GitFlow). This taxonomy has highly influenced - the structural thinking behind contemporary 2026 microservices architectures and - continuous deployment systems. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Branching Strategies - - Architectural Patterns - is_microservice: false - title: 'paulhammant.com: What is Your Branching Model?:' -https://adevait.com/software/creating-branching-strategy: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034569.680752 - content_hash: 209f45cb02b2352ec329e054e6a032f6b44733064c8114485aaa7043af89a5ba - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Pragmatic operational guide focusing on designing lightweight Git branching - workflows that maximize output for small engineering teams. Outlines the transition - from simple structures to structured staging layouts without introducing process - overhead. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Branching Strategies - - Architectural Patterns - is_microservice: false - title: 'adevait.com: Creating a Branching Strategy for Small Teams' -https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034533.531746 - content_hash: 01f2b2ba0099d0cef123fb830ab791777829a2c42eae34faeb370ad4561cb25a - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: Official Git documentation breaking down the mechanics of topic branches, - long-running branches, and progressive integration strategies. Critical reading - for establishing a technically coherent deployment flow based on Git's native - tree mechanics. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Software Engineering - - Branching Strategies - - Architectural Patterns - is_microservice: false - title: 'git-scm.com: Git Branching - Branching Workflows' -https://git-scm.com/book/en/v2/Distributed-Git-Distributed-Workflows: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032050.316624 - content_hash: 6894f370b79d22333dacd6b6c906ec854452268611d3441ad4b5724fb6e68c3c - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: Outlines distributed collaboration topologies such as the integration-manager - and dictator-and-lieutenants workflows. Explains core decentralized structural - mechanisms that support the Linux kernel and major global open-source engines. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Software Engineering - - Branching Strategies - - Collaboration Protocols - is_microservice: false - title: 'git-scm.com: Distributed Git - Distributed Workflows' -https://stackoverflow.com/questions/26003298/how-to-setup-local-git-with-local-blessed-repo-integration-manager-workflow: - title: Setup Git Integration Manager Workflow in Eclipse - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033566.916457 - content_hash: N/A - v1_locations: - - docs/git.md -https://dzone.com/refcardz/git-patterns-and-anti-patterns: - title: 'Dzone refcard: Git Patterns and Anti-Patterns' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030204.27053 - content_hash: N/A - v1_locations: - - docs/git.md -https://martinfowler.com/articles/branching-patterns.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033655.487743 - content_hash: 88523f925c280fe966a3d6a438a100dedb6465413660f48a3a796f7932a19b14 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: Martin Fowler's comprehensive architectural analysis of source-control - branching patterns. It meticulously details the trade-offs of integration frequencies, - branch lifespans, and continuous integration practices, defining modern software - engineering governance. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Software Engineering - - Branching Strategies - - Architectural Patterns - is_microservice: false - title: 'martinfowler.com: Patterns for Managing Source Code Branches' -https://medium.com/aventude/which-git-branching-model-should-i-select-73aafc503b5f: - title: 'medium: Which Git branching model should I select for my project?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030442.937457 - content_hash: N/A - v1_locations: - - docs/git.md -https://speakerdeck.com/lemiorhan/10-git-anti-patterns-you-should-be-aware-of: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030718.764552 - content_hash: e5e6cf6dcc437ff3d4ed0ba7b1a0038c96a521ef5d8bf7a8629a1099fcd90054 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: Visual, highly instructional slide deck cataloging 10 catastrophic Git - practices commonly observed in industry. Covers mismanaging branches, commit pollution, - and incorrect rebases. Perfect for team training and retrofitting coding standards. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Quality Assurance - is_microservice: false - title: 'speakerdeck.com: 10 Git Anti Patterns You Should be Aware of 🌟' -https://www.gitkraken.com/learn/git/branch: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034454.13307 - content_hash: 966bee95d2fd70cbb03eecc5b2c4be1656a227be69dcf1671356fe169181f98e - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Interactive and visual learning guide detailing foundational Git branching - architectures. Highlights how graphical user interfaces interact with terminal - Git mechanisms to support complex team topologies. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Interactive Learning - is_microservice: false - title: 'gitkraken.com: Branching in Git 🌟' -https://jmfloreszazo.com/flujos-de-trabajo-de-git: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032374.364121 - content_hash: d263b931acb44c3adc41c97b42568202c0c7f56c18caa3800256a892a11a24cb - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: ExposiciΓ³n exhaustiva sobre los flujos de trabajo mΓ‘s populares de la - industria, incluyendo GitFlow, GitHub Flow y Trunk-Based Development. Proporciona - un marco analΓ­tico sΓ³lido para ayudar a los equipos a seleccionar un modelo de - ramificaciΓ³n adecuado. [SPANISH CONTENT] - language: Spanish - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Branching Strategies - - Architectural Patterns - is_microservice: false - title: 'jmfloreszazo.com: Flujos de trabajo de git' -https://www.atlassian.com/git/tutorials/comparing-workflows: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032153.080514 - content_hash: 70b60c170902d8cbcd96851081144fd6e5250e7d7f94fcb6d5f76b0e281e6fea - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: The absolute standard reference guide contrasting centralized, feature-branch, - Gitflow, and forking workflows. Highly detailed, interactive diagrams make it - the baseline industry resource for system architects modeling high-velocity continuous - integration strategies. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Branching Strategies - - Architectural Patterns - is_microservice: false - title: 'atlassian.com: Comparing Workflows 🌟' -https://docs.gitlab.com/ee/topics/gitlab_flow.html: - title: GitLab Flow - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029142.8899 - content_hash: N/A - v1_locations: - - docs/git.md -https://nvie.com/posts/a-successful-git-branching-model: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030348.159251 - content_hash: 5d3ee72adf4d8244caa83e8a270ec2afc8033ccc4f3763c7247aa86d9c8296fb - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: The original, widely adopted 2010 post by Vincent Driessen introducing - the Git Flow branching model. While historically revolutionary for structured - releases, modern consensus and the author's own 2020 update reflect that this - model introduces excessive complexity for continuous delivery pipelines. - language: English - resource_type: Reference Documentation - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: Git Flow -https://gist.github.com/djspiewak/9f2f91085607a4859a66: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030538.880007 - content_hash: 2e3498fea77db97836c13fa928f3bfe82e28b0e25ee9ac5fda7c20baae2d7d12 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An alternative development flow proposing a 'demilitarized zone' branch - pattern to balance trunk-based agility with rigorous pull request verification - before automated main integration. - language: English - resource_type: Guide - complexity: Advanced - hierarchy: - - Software Engineering - - Branching Strategies - - Architectural Patterns - is_microservice: false - title: Git DMZ Flow -https://www.kubernetes.dev/docs/guide/github-workflow: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030192.967955 - content_hash: 3333d26a3ed341c1dc0c7c0f97866dc7cccd7868171ab60fc8d22e51614a6b63 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: Official guide explaining the massive, highly automated collaborative - workflow used to orchestrate upstream Kubernetes contributions. Covers the intricate - pull-request pipeline, PR testing gates, and branch rebasing protocols required - of all ecosystem maintainers. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Software Engineering - - Branching Strategies - - Open Source Engineering - is_microservice: false - title: 'kubernetes.dev: GitHub Workflow' -https://trunkbaseddevelopment.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033610.086695 - content_hash: 7eea4ad9f6d6d4d35315493b50057cc7dd2e74f4b0350de7f45a8936fb694e41 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: The canonical reference site for Trunk-Based Development (TBD). It details - the architectural practice where developers merge small, frequent updates to a - core branch, resisting long-lived branches. This eliminates complex merge phases - and forms the bedrock of modern continuous integration workflows. - language: English - resource_type: Reference Documentation - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: Trunk Based Development -https://paulhammant.com/2013/04/05/what-is-trunk-based-development: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034502.590808 - content_hash: 7e2b907f23a4af97f651b8328dedf2a2d06f4ae38c5f2c33ddd89b7f8ed8beb9 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A foundational historical article by Paul Hammant outlining the core - mechanics and philosophy of Trunk-Based Development. It serves as an early conceptual - introduction, explaining how avoiding long-lived branch models accelerates deployment - velocity and prevents merge hell in large engineering teams. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'paulhammant.com: What is Trunk-Based Development?' -https://dzone.com/articles/origins-trunk-based: - title: The Origins of Trunk Based Development - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034501.568777 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.quora.com/What-is-trunk-based-development: - title: 'quora.com: What is trunk based development?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034228.860784 - content_hash: N/A - v1_locations: - - docs/git.md -https://paulhammant.com/2014/04/03/microsofts-trunk-based-development: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031516.383612 - content_hash: 82a00676480dbaa24dbf5cfbd9f188809269a07dd61afc8e69bf0449a294f62e - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: This retrospective case study examines Microsoft's transition to trunk-based - patterns for large-scale enterprise suites like Windows and Office. It highlights - the custom tooling, engineering discipline, and scalability strategies required - to support thousands of active engineers committing directly to a unified codebase. - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Case Studies - is_microservice: false - title: 'paulhammant.com: Microsoft''s Trunk-Based Development' -https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vsts-team: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030407.670809 - content_hash: 9134852597a9930c53f80c054dd17dc3fa5a5bcb543e754483afed5e9a0e77be - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: Detailed breakdown of the 'Release Flow' branching strategy utilized - by Microsoft's Azure DevOps/VSTS engineering teams. It explains how Microsoft - balances high-throughput development with strict enterprise release cycles by - leveraging short-lived feature branches and dedicated deployment branches. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Software Engineering - - Version Control - - Case Studies - is_microservice: false - title: 'devblogs.microsoft.com: Release Flow: How We Do Branching on the VSTS Team' -https://www.devopszone.info/post/an-introduction-to-git-flow-workflow: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032589.172729 - content_hash: fb3d2e14985fe97f888e872c1bb71765b53418204acdfb2af6ccc230fa845142 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - git.md - ai_summary: A basic primer detailing the structure and rules of the Git-flow branching - workflow. It walks through the distinct roles of master, develop, feature, hotfix, - and release branches, serving as an introductory guide for legacy continuous delivery - structures. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'devopszone.info: An Introduction To Git-flow Workflow' -https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032790.170723 - content_hash: e6c1ea37cf8ab1b540d489bc88205042a630f8f5374232407737a3367de42d40 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A highly-structured tutorial by Atlassian comparing Gitflow against - alternative branching strategies. It offers clear operational blueprints and command - examples, evaluating how the model coordinates scheduled release cycles while - warning of its constraints in high-velocity CI/CD environments. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'atlassian.com: Gitflow Workflow' -https://support.gitkraken.com/git-workflows-and-extensions/git-flow: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034392.265598 - content_hash: 158a8b46b0971424b658ed88221437e87056cf3412c5f5eaf80416464692d683 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A practical UI-centric guide demonstrating GitFlow execution inside - the GitKraken desktop client. It simplifies branch creation, merging, and visual - release management, offering a low-friction approach for teams bound to multi-branch - deployment workflows. - language: English - resource_type: Documentation - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'gitkraken.com: GitFlow' -https://medium.com/@rafavinnce/gitflow-branch-guide-8a523360c053: - title: 'medium.com: Gitflow β€” Branch Guide' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030982.643789 - content_hash: N/A - v1_locations: - - docs/git.md -https://medium.com/@thibault60000/git-flow-for-beginners-d7a152b2c1f9: - title: 'medium.com: Git Flow for Beginners' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032380.379472 - content_hash: N/A - v1_locations: - - docs/git.md -https://medium.com/@okandavut/what-is-gitflow-c0be7a659992: - title: 'medium.com: What is GitFlow?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032017.117705 - content_hash: N/A - v1_locations: - - docs/git.md -https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032729.191246 - content_hash: a69ee091e4e7b0165da20cd1d7dda9729de3e1439528b87b5415ca5c62c41e27 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A detailed side-by-side CLI command comparison showing the underlying - raw Git operations performed by the automated `git flow` wrapper tool. Crucial - for developers needing to troubleshoot or replicate GitFlow states without installing - additional dependencies. - language: English - resource_type: Reference Documentation - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'gist.github.com/JamesMGreene: A comparison of using `git flow` commands - versus raw `git` commands' -https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029897.115708 - content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A critical analysis examining the negative impact of long-lived feature - branches on continuous integration. It argues that delayed integration degrades - feedback loops and promotes isolation, advocating for Trunk-Based practices to - establish real collective ownership. - language: English - resource_type: Presentation - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'thinkinglabs.io: Feature Branching considered Evil' -https://www.youtube.com/watch?v=_w6TwnLCFwA&ab_channel=ContinuousDelivery: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033141.600833 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A high-impact video by continuous delivery expert Dave Farley arguing - why Git Flow acts as an anti-pattern for modern software delivery. He contrasts - multi-branch isolation with the rapid feedback, safety, and velocity realized - via strict trunk-based architectures. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'youtube: Git Flow Is A Bad Idea - Dave Farley ' -https://www.toptal.com/software/trunk-based-development-git-flow: - title: 'toptal.com: Trunk-based Development vs. Git Flow' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034211.428211 - content_hash: N/A - v1_locations: - - docs/git.md -https://medium.com/@vafrcor2009/gitflow-vs-trunk-based-development-3beff578030b: - title: 'medium: GitFlow VS Trunk-Based-Development' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034504.483005 - content_hash: N/A - v1_locations: - - docs/git.md -https://dzone.com/articles/why-i-prefer-trunk-based-development-over-feature: - title: 'Dzone: Why I Prefer Trunk-Based Development Over Feature Branching and GitFlow - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030720.580039 - content_hash: N/A - v1_locations: - - docs/git.md -https://team-coder.com/from-git-flow-to-trunk-based-development: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034580.196902 - content_hash: 427d7501f5b4edc4f2f969567ce528ce1db9fb43537495344a0095b77540f91b - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A migration-focused technical post mapping the practical steps and culture - shift required to move an engineering team from a GitFlow framework to Trunk-Based - Development. It highlights pipeline adaptations, test automation needs, and mindset - changes. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'team-coder.com: From Git Flow to Trunk Based Development' -https://www.freecodecamp.org/news/what-is-trunk-based-development: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034228.903101 - content_hash: e7606bf03db94f337c230ced299d5abc54577e178e0d9fe83e63aae9eab3ad9c - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A clear, educational introduction to the concepts of Trunk-Based Development - under a modern software delivery lifecycle. It explains the core benefits of rapid - codebase integration and how it directly pairs with robust automated CI/CD practices. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'freecodecamp.org: What is Trunk Based Development? A Different Approach - to the Software Development Lifecycle' -https://trunkbaseddevelopment.com/alternative-branching-models: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029552.96949 - content_hash: 3cc248d875645f11ce9bee05a49e3a6e0686a4009eb2be2733ee7f138640e527 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A sub-section of the core trunk-based reference site that breaks down - alternative branching topologies (GitHub Flow, GitLab Flow, GitFlow). It provides - a deep structural comparison highlighting the strengths and bottlenecks of each - approach in continuous production. - language: English - resource_type: Reference Documentation - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Branching Strategies - is_microservice: false - title: 'trunkbaseddevelopment.com: Alternative Branching Models' -https://featureflags.io/feature-flags-vs-branching: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029826.523342 - content_hash: bc8d5b080626987bdf00fd379652d619130c77d9313c637c38aa3be22b9f2043 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A critical comparative analysis explaining why feature flags serve as - the enabling mechanism for Trunk-Based Development. By decoupling code deployment - from feature exposure, it demonstrates how flags render heavy branching structures - obsolete. - language: English - resource_type: Reference Documentation - complexity: Intermediate - hierarchy: - - Software Engineering - - Architecture Patterns - - Feature Management - is_microservice: false - title: 'featureflags.io: Flags vs Branching' -https://martinfowler.com/articles/feature-toggles.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032017.132877 - content_hash: a1d6c21c5a38dc46d2c9d1d311e0d443f2e4a1e588e9d19cc165d283130a9a2a - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: Pete Hodgson's definitive guide on Martin Fowler’s site detailing architectural - implementations of Feature Toggles. It classifies toggles into distinct categories - (release, experiment, ops, permission) and outlines the maintenance strategies - required to prevent technical debt. - language: English - resource_type: Reference Documentation - complexity: Advanced - hierarchy: - - Software Engineering - - Architecture Patterns - - Feature Management - is_microservice: false - title: 'martinfowler.com: Feature Toggles (aka Feature Flags)' -https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use: - title: 'CloudBees Releases Another Industry First: Feature Flagging for On-Premise - Use 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029575.294438 - content_hash: N/A - v1_locations: - - docs/git.md - - docs/jenkins.md -https://cioperu.pe/articulo/30477/devops-5-formas-de-impulsar-la-utilizacion-de-feature-flags: - title: 'cioperu.pe: 5 formas de impulsar la utilizaciΓ³n de feature flags' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031466.646883 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032050.916841 - content_hash: decbf5479021f154e04dea889d1761e55f12e17596f9e50b06b15648b9467eeb - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[EMERGING]' - v2_locations: - - git.md - ai_summary: Explores how integrating feature flags into testing lifecycles boosts - productivity by isolating code changes. Details strategies for running live production - tests safely without exposing experimental logic to the general user base. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Software Engineering - - Architecture Patterns - - Feature Management - is_microservice: false - title: 'cloudbees.com: Testing with Feature Flags to Improve Developer Productivity' -https://thenewstack.io/wave-goodbye-to-release-nights: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034228.925569 - content_hash: 15d8d287044fd43a96fa33dbeea40ba56b729cf7860e5c3bcfd38f72634c782f v1_locations: - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' v2_locations: - git.md - ai_summary: An article framing how feature toggling transforms organizational release - management. By making deployments a routine, low-risk daylight event, teams can - decouple IT release operations from strict business-facing marketing launches. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Software Engineering - - Architecture Patterns - - Feature Management - is_microservice: false - title: 'thenewstack.io: Wave Goodbye to Release Nights' -https://www.cloudbees.com/blog/change-management-in-production: - description: '' year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032977.73026 - content_hash: 64d50026203227ccaae11eb8cf6eb610a43830db0bfa81d38288b6f4bd9b2a6f - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Details the operational intersection of feature flags and traditional - ITIL/Change Management. Demonstrates how audit trails, runtime permissions, and - automated target rollouts maintain strict production stability while offering - developers agility. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Software Engineering - - Architecture Patterns - - Feature Management - is_microservice: false - title: 'cloudbees.com: Feature Flag Best Practices: Change Management in Production' -https://www.cloudbees.com/blog/feature-flag-lifecycle: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031602.798908 - content_hash: 28374055cd5aba665f5a37169df5d3014bcafbd17e57642a07b90877f602b7dd - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Provides an engineering framework for managing the complete lifecycle - of a feature flag. 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Discusses - keeping new components dormant behind a hidden interface entry point until fully - complete and stable. - language: English - resource_type: Reference Documentation - complexity: Advanced - hierarchy: - - Software Engineering - - Architecture Patterns - - Interface Design - is_microservice: false - title: 'martinfowler.com: KeystoneInterface' -https://gist.github.com/CrookedNumber/8964442: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033692.718693 - content_hash: 421ebc4795ba767c78a547cf843710529449385abc6eba1a4d6257e3ee633689 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A practical community GitHub Gist outlining multiple strategies to revert, - reset, or remove the latest commit in a Git repository. 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Try our pro tips' year: N/A - stars: 0 +https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines: + content_hash: 0f83b87885a4d24339881f2e9fb85f6e2438f05a10f49591f72b26eefdd6d2fb description: '' - status: online health_score: 100.0 last_checked: 1779033949.369733 - v1_locations: - - docs/git.md review_metadata: original_url: https://about.gitlab.com/blog/2020/07/29/effective-ci-cd-pipelines proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.941597' - content_hash: 0f83b87885a4d24339881f2e9fb85f6e2438f05a10f49591f72b26eefdd6d2fb -https://about.gitlab.com/blog/2021/01/25/mr-reviews-with-vs-code: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779034557.991842 + title: 'about.gitlab.com: Want a more effective CI/CD pipeline? Try our pro tips' v1_locations: - docs/git.md - content_hash: f2665a0e0a6022dd4a9e8f1be3bbf3ab8e8ab250dc94269d4655f62d14f4fe71 + year: N/A +https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase: + content_hash: d4f442d738d7fe58beadae4a3c04991ff8f70379381a15d1fb4bf504172352a5 + description: '' + health_score: 100.0 + last_checked: 1779034461.53076 + review_metadata: + original_url: https://about.gitlab.com/blog/2020/11/23/keep-git-history-clean-with-interactive-rebase + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:54.957396' + stars: 0 + status: online + title: 'gitlab.com: How to keep your Git history clean with interactive rebase' + v1_locations: + - docs/git.md + year: N/A +https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitlab: + content_hash: 8012ca6e1829e3d7a3a7bbc567fdc6d9b47886596a24e329a6be599d42ff5d89 + description: '' + health_score: 100.0 + last_checked: 1779033339.053262 + review_metadata: + original_url: https://about.gitlab.com/blog/2020/11/30/vscode-extension-development-with-gitlab + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:54.959459' + stars: 0 + status: online + title: 'gitlab.com: VS Code extension development with GitLab' + v1_locations: + - docs/visual-studio.md + year: N/A +https://about.gitlab.com/blog/2020/12/10/basics-of-gitlab-ci-updated: + content_hash: b2cce56f4418173c7af71356140514ff366001e180eb41c75d7b62d1842f5ba1 + description: '' + health_score: 100.0 + last_checked: 1779033166.494008 + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' + title: 'about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel,'' + or out of order' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://about.gitlab.com/blog/2021/01/20/using-run-parallel-jobs: + ai_summary: A technical execution guide detailing how to use GitLab's `parallel` + keyword to shard test suites across multiple concurrent runner nodes. Demonstrates + massive optimization in build times, boosting continuous integration feedback + loops at scale. + complexity: Intermediate + content_hash: b21e0f83b9245caa054de7ae5add3648532062237928726ca5bf4c957f6ce8d9 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure and Platform + - DevSecOps Platforms + - GitLab CI + is_microservice: false + language: English + last_checked: 1779032754.002152 + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' - '[GUIDE]' + title: 'about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity' + v1_locations: + - docs/git.md v2_locations: - git.md + year: N/A +https://about.gitlab.com/blog/2021/01/25/mr-reviews-with-vs-code: ai_summary: A step-by-step workflow guide detailing how developers can complete and approve GitLab merge requests (MRs) directly within Visual Studio Code. Explains the integration capabilities offered by GitLab Workflow extension to boost focus and reduce context-switching. - language: English - resource_type: Tutorial complexity: Beginner + content_hash: f2665a0e0a6022dd4a9e8f1be3bbf3ab8e8ab250dc94269d4655f62d14f4fe71 + description: '' + health_score: 100.0 hierarchy: - Software Engineering - Developer Environment - Integrations is_microservice: false - title: 'gitlab.com: How to do GitLab merge request reviews in VS Code' -https://about.gitlab.com/blog/2021/01/20/using-run-parallel-jobs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032754.002152 - v1_locations: - - docs/git.md - content_hash: b21e0f83b9245caa054de7ae5add3648532062237928726ca5bf4c957f6ce8d9 - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A technical execution guide detailing how to use GitLab's `parallel` - keyword to shard test suites across multiple concurrent runner nodes. Demonstrates - massive optimization in build times, boosting continuous integration feedback - loops at scale. language: English + last_checked: 1779034557.991842 resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Infrastructure and Platform - - DevSecOps Platforms - - GitLab CI - is_microservice: false - title: 'about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity' -https://about.gitlab.com/blog/2021/02/05/ci-deployment-and-environments: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779032100.347323 + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'gitlab.com: How to do GitLab merge request reviews in VS Code' v1_locations: - docs/git.md - content_hash: a9e8e11b795398874717027a6686369741b79a332cb456efe98891b651dc638c - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' v2_locations: - git.md + year: N/A +https://about.gitlab.com/blog/2021/02/05/ci-deployment-and-environments: ai_summary: A structured guide outlining how to design, configure, and secure environments (development, staging, production) within GitLab CI/CD. Highlights protected environments, dynamic deployment tracking, and manual approval gates. - language: English - resource_type: Tutorial complexity: Intermediate + content_hash: a9e8e11b795398874717027a6686369741b79a332cb456efe98891b651dc638c + description: '' + health_score: 100.0 hierarchy: - Infrastructure and Platform - DevSecOps Platforms - GitLab CI is_microservice: false - title: 'about.gitlab.com: How to use GitLab CI to deploy to multiple environments' -https://about.gitlab.com/blog/2021/02/22/pipeline-editor-overview: - description: '' - year: N/A + language: English + last_checked: 1779032100.347323 + resource_type: Tutorial stars: 0 status: online - health_score: 100.0 - last_checked: 1779033240.421868 - v1_locations: - - docs/git.md - content_hash: cc6de7fe74c4a875142da6a9622ebd301b1f99004c385a663cf484f289eda409 tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Introduces GitLab's integrated visual Pipeline Editor, featuring live - YAML validation, linting, and complete visualization of pipeline structures. This - tool dramatically lowers the barrier to entry for authoring complex deployment - paths. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Infrastructure and Platform - - DevSecOps Platforms - - GitLab CI - is_microservice: false - title: 'about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building - a CI/CD pipeline' -https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com: - title: 'about.gitlab.com: A new era of Kubernetes integrations on GitLab.com' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779034045.588996 + title: 'about.gitlab.com: How to use GitLab CI to deploy to multiple environments' v1_locations: - docs/git.md + v2_locations: + - git.md + year: N/A +https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com: + content_hash: 6d3527cb2d0bd58355344d8f88c72b63fef41a572f20bc2eae4220d5fe5a4de5 + description: '' + health_score: 100.0 + last_checked: 1779034045.588996 review_metadata: original_url: https://about.gitlab.com/blog/2021/02/22/gitlab-kubernetes-agent-on-gitlab-com proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.962417' - content_hash: 6d3527cb2d0bd58355344d8f88c72b63fef41a572f20bc2eae4220d5fe5a4de5 -https://docs.gitlab.com/runner/install/openshift.html: - title: 'docs.gitlab.com: Install GitLab Runner on Red Hat OpenShift' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033172.208602 - content_hash: 7a07c927fada98dc8589370927fd7635d60381f4fddffe33a56db29710d64d55 - v1_locations: - - docs/git.md - status: online -https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779030578.846534 - content_hash: 5009cbc3ed2b3ba5483755aef66d91834b2406f39aba09d908f4db1961e01366 + title: 'about.gitlab.com: A new era of Kubernetes integrations on GitLab.com' v1_locations: - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: An analysis covering the strategic direction of the GitLab 14 platform - release. Discusses the goal of eliminating fragmented DIY developer toolchains - in favor of a cohesive, compliance-first DevOps platform. - language: English - resource_type: Blog Post - complexity: Intermediate + year: N/A +https://about.gitlab.com/blog/2021/02/22/pipeline-editor-overview: + ai_summary: Introduces GitLab's integrated visual Pipeline Editor, featuring live + YAML validation, linting, and complete visualization of pipeline structures. This + tool dramatically lowers the barrier to entry for authoring complex deployment + paths. + complexity: Beginner + content_hash: cc6de7fe74c4a875142da6a9622ebd301b1f99004c385a663cf484f289eda409 + description: '' + health_score: 100.0 hierarchy: - Infrastructure and Platform - DevSecOps Platforms - GitLab CI is_microservice: false - title: 'sdtimes: GitLab 14 aims to do away with DIY DevOps toolchains 🌟' -https://about.gitlab.com/releases/2021/07/22/gitlab-14-1-released: - description: '' - year: N/A + language: English + last_checked: 1779033240.421868 + resource_type: Tutorial stars: 0 status: online - health_score: 100.0 - last_checked: 1779029735.243493 + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building'' + a CI/CD pipeline' v1_locations: - docs/git.md - content_hash: 10401d83978077c05f738021bf4cff91487b7346305e58bb351dee3834cc0cef - tags: - - '[COMMUNITY-TOOL]' v2_locations: - git.md - ai_summary: Official release notes for GitLab 14.1 introducing native Helm Chart - Registry support and customizable escalation policies for incident response, aligning - development workflows directly with target operational tools. - language: English - resource_type: Reference Documentation - complexity: Intermediate - hierarchy: - - Infrastructure and Platform - - DevSecOps Platforms - - GitLab CI - is_microservice: false - title: 'about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation - Policies' + year: N/A https://about.gitlab.com/blog/2021/03/10/new-git-default-branch-name: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029154.715664 - v1_locations: - - docs/git.md - content_hash: bb97838512dec1e81411a3235d4492ec15ae21f518b5c6b581e0f7e0853fbded - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md ai_summary: Outlines GitLab's migration steps and platform updates transitioning the default branch name from `master` to `main`. Discusses modern development standards, project initialization shifts, and backward compatibility paths. - language: English - resource_type: Blog Post complexity: Beginner + content_hash: bb97838512dec1e81411a3235d4492ec15ae21f518b5c6b581e0f7e0853fbded + description: '' + health_score: 100.0 hierarchy: - Software Engineering - Version Control - Git Operations is_microservice: false - title: 'about.gitlab.com: The new Git default branch name' -https://about.gitlab.com/blog/2021/09/09/5-code-review-features: - description: '' - year: N/A + language: English + last_checked: 1779029154.715664 + resource_type: Blog Post stars: 0 status: online - health_score: 100.0 - last_checked: 1779034564.309403 - v1_locations: - - docs/git.md - content_hash: d7cc91fa49c116194dc0d955c67ab2bcd97ca3777c74ec783204727f3f66b855 tags: - '[COMMUNITY-TOOL]' + title: 'about.gitlab.com: The new Git default branch name' + v1_locations: + - docs/git.md v2_locations: - git.md + year: N/A +https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review: + content_hash: db0ba7990decfdba6cbef3ae3fea78aab37029dc419aa3ad5a4a7d3cfe85e867 + description: '' + health_score: 100.0 + last_checked: 1779030705.825555 + review_metadata: + original_url: https://about.gitlab.com/blog/2021/03/18/iteration-and-code-review + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:54.998799' + stars: 0 + status: online + title: 'about.gitlab.com: Why small merge requests are key to a great review 🌟' + v1_locations: + - docs/git.md + year: N/A +https://about.gitlab.com/blog/2021/04/21/devops-workflows-json-format-jq-ci-cd-lint: + ai_summary: A GitLab engineering blog showcasing optimal methods for integrating + automated schema validation and JSON formatters (using jq) directly inside DevOps + delivery loops. Highlights strategies to enforce code-quality gates. + complexity: Intermediate + content_hash: e533af4ee00b6169a5991700319687348437104c315fa355e4227d95e671d99e + description: '' + health_score: 100.0 + hierarchy: + - CI/CD Pipelines + - GitLab CI + - Linting Automation + is_microservice: false + language: English + last_checked: 1779032289.814142 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'about.gitlab.com: Tips for productive DevOps workflows: JSON formatting'' + with jq and CI/CD linting automation' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways: + content_hash: ca6e279fa9d8e06413e48946dbaf0123d48a6a2faa48dd1ec676b3d1626f4197 + description: '' + health_score: 100.0 + last_checked: 1779030604.871714 + review_metadata: + original_url: https://about.gitlab.com/blog/2021/04/27/gitops-done-3-ways + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:55.017492' + stars: 0 + status: online + title: 'about.gitlab.com: 3 Ways to approach GitOps 🌟' + v1_locations: + - docs/gitops.md + year: N/A +https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype: + content_hash: 198d387d3823e209cb4f103495507fc5600b440755c863712edc641a530f7f3e + description: '' + health_score: 100.0 + last_checked: 1779030326.731008 + review_metadata: + original_url: https://about.gitlab.com/blog/2021/07/28/secure-container-images-with-gitlab-and-grype + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:54.943597' + stars: 0 + status: online + title: 'about.gitlab.com: How to secure your container images with GitLab and Grype' + v1_locations: + - docs/devsecops.md + year: N/A +https://about.gitlab.com/blog/2021/08/10/how-to-agentless-gitops-aws: + content_hash: afb498fd48709277f85519a7de9721ac9c21d8a3fc02cfea346932faf00e0ee8 + description: '' + health_score: 100.0 + last_checked: 1779029992.907029 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'about.gitlab.com: How to use a push-based approach for GitOps with Terraform'' + and AWS ECS and EC2' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://about.gitlab.com/blog/2021/09/09/5-code-review-features: ai_summary: Highlights five key features designed to optimize peer code reviews inside GitLab MRs. Explains practical user benefits from improved draft reviews, inline suggestions, and visual branch comparisons. - language: English - resource_type: Blog Post complexity: Beginner + content_hash: d7cc91fa49c116194dc0d955c67ab2bcd97ca3777c74ec783204727f3f66b855 + description: '' + health_score: 100.0 hierarchy: - Software Engineering - Developer Environment - Integrations is_microservice: false - title: 'about.gitlab.com: How GitLab''s 5 new code review features will make life - easier' -https://pythonspeed.com/articles/gitlab-build-docker-image: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031226.471263 - content_hash: 40e9a6f5eca154c5b718d02ecbba8d96da7ac515283bd2416f3905150e5bddb4 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A highly-regarded architectural deep dive by PythonSpeed comparing Docker-in-Docker - (DinD) versus Podman for building container images securely inside GitLab CI pipelines. - Details key differences in daemon-less execution and privilege levels. language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Infrastructure and Platform - - DevSecOps Platforms - - GitLab CI - is_microservice: false - title: 'pythonspeed.com: Building Docker images on GitLab CI: Docker-in-Docker and - Podman 🌟' -https://about.gitlab.com/blog/2021/10/05/gitpod-desktop-app-personal-activities: - description: '' - year: N/A + last_checked: 1779034564.309403 + resource_type: Blog Post stars: 0 status: online - health_score: 100.0 - last_checked: 1779033765.08129 - v1_locations: - - docs/git.md - content_hash: 366ab27c9d5ab7db62f50d9f0d97fb5de60a2b77b62fa2d658ed45d93e0b5d24 tags: - '[COMMUNITY-TOOL]' - - '[GUIDE]' + title: 'about.gitlab.com: How GitLab''s 5 new code review features will make life'' + easier' + v1_locations: + - docs/git.md v2_locations: - git.md + year: N/A +https://about.gitlab.com/blog/2021/10/05/gitpod-desktop-app-personal-activities: ai_summary: GitDock was introduced to simplify personal GitLab workflow tracking by displaying activities directly on the desktop. While it streamlines developer interaction with GitLab issues, merge requests, and pipelines without browser-hopping, live engineering trends in 2026 favor deeply integrated IDE extensions or web-native environments like Gitpod and Codespaces. - language: English - resource_type: blog complexity: Intermediate + content_hash: 366ab27c9d5ab7db62f50d9f0d97fb5de60a2b77b62fa2d658ed45d93e0b5d24 + description: '' + health_score: 100.0 hierarchy: - Developer Tools - Collaboration and Workflow - Desktop Integrations is_microservice: false - title: 'about.gitlab.com: Why we built GitDock, our desktop app to navigate your - GitLab activities' -https://about.gitlab.com/blog/2021/10/12/open-shift-ga: - description: '' - year: N/A + language: English + last_checked: 1779033765.08129 + resource_type: blog stars: 0 status: online - health_score: 100.0 - last_checked: 1779030326.80445 + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'about.gitlab.com: Why we built GitDock, our desktop app to navigate your'' + GitLab activities' v1_locations: - docs/git.md - content_hash: c4e48905bc171e9379f9a96febb070ce17d8725103e3312b7db9affec3d629c5 - tags: - - '[ENTERPRISE-STABLE]' v2_locations: - git.md + year: N/A +https://about.gitlab.com/blog/2021/10/12/open-shift-ga: ai_summary: This announcement marks the general availability of the GitLab Kubernetes Operator for Red Hat OpenShift, streamlining enterprise GitLab runner and instance deployments on hybrid cloud setups. In the 2026 enterprise landscape, Kubernetes operators are the standard pattern for stateful application management, validating this operator's crucial role in automating lifecycle tasks like scaling, backups, and upgrades within secure, managed Kubernetes domains. - language: English - resource_type: blog complexity: Advanced + content_hash: c4e48905bc171e9379f9a96febb070ce17d8725103e3312b7db9affec3d629c5 + description: '' + health_score: 100.0 hierarchy: - Cloud Native Infrastructure - Platform Engineering - GitLab Operations is_microservice: false - title: 'about.gitlab.com: GitLab’s Kubernetes Operator with support for Red Hat - OpenShift is now generally available' -https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci: - description: '' - year: N/A + language: English + last_checked: 1779030326.80445 + resource_type: blog stars: 0 status: online - health_score: 100.0 - last_checked: 1779034504.999613 - content_hash: e228b94d7c2b06d60f6430ca628ee298d43c8971a7bb0f46f27972f48cce57eb + tags: + - '[ENTERPRISE-STABLE]' + title: 'about.gitlab.com: GitLab’s Kubernetes Operator with support for Red Hat'' + OpenShift is now generally available' v1_locations: - docs/git.md - needs_ai_refresh: true + v2_locations: + - git.md + year: N/A +https://about.gitlab.com/blog/2021/11/16/gko-on-ocp: + ai_summary: An official deployment architecture guide showing how to implement the + GitLab Kubernetes Operator on Red Hat OpenShift Container Platform (OCP). Provides + configuration details for persistent volumes, container security contexts, and + runners to ensure stable multi-tenant operations. + complexity: Advanced + content_hash: 4571cb2e5c424d4a8eec9b80a15b19c3798b441a5aef3148b770a89a608bb0a0 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Architecture + - Kubernetes Operators + - GitLab Orchestration + is_microservice: false + language: en + last_checked: 1779034211.520865 + resource_type: Technical Guide + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: '==about.gitlab.com: How to install and use the GitLab Kubernetes Operator'' + (on OCP)==' + v1_locations: + - docs/git.md v2_locations: - git.md - ai_summary: A highly practical architectural guide detailing a 'Level 1' approach - to automating Kubernetes deployments using standard GitLab CI/CD runner capabilities. - By stripping away bloated frameworks, the author demonstrates how raw git workflows - can safely deploy manifests directly to Kubernetes API endpoints. In the modern - cloud landscape, this foundational model acts as a direct stepping stone toward - full-fledged GitOps setups like ArgoCD or Flux. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Continuous Delivery - - CI-CD Pipelines - - GitLab CI - is_microservice: false - title: 'vadosware.io: Level 1 Automated K8S Deployments With GitLab CI' -https://redpill-solutions.medium.com/deploying-to-kubernetes-with-gitlab-28c2f1a42e57: - title: '==redpill-solutions.medium.com: Deploying to Kubernetes with GitLab==' year: N/A - stars: 0 +https://about.gitlab.com/blog/2021/11/18/gitops-with-gitlab-connecting-the-cluster: + content_hash: e91cca70863e8d86d9a190e4691c9fb7104eecba996e03e7c2caee2b83dc6733 description: '' health_score: 100.0 - last_checked: 1779031337.261059 - content_hash: N/A - v1_locations: - - docs/git.md -https://venturebeat.com/2021/12/14/gitlab-acquires-open-source-observability-distribution-opstrace: - title: '==venturebeat.com: GitLab acquires open source observability distribution - Opstrace==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033240.41799 - content_hash: N/A - v1_locations: - - docs/git.md -https://about.gitlab.com/blog/2021/12/17/gitlab-chart-works-towards-kubernetes-1-22: - description: '' - year: N/A + last_checked: 1779032216.901329 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029801.729538 - v1_locations: - - docs/git.md - content_hash: d5cffdc388cf2915201b01863dfb8e15209d19965c133c992bf10b35fbf65a43 tags: - - '[ENTERPRISE-STABLE]' - - '[LEGACY]' + - '[COMMUNITY-TOOL]' + title: '==about.gitlab.com: GitOps with GitLab: Connect with a Kubernetes cluster==' + v1_locations: + - docs/demos.md v2_locations: - - git.md + - demos.md + year: N/A +https://about.gitlab.com/blog/2021/11/30/soft-skills-are-the-key-to-your-devops-career-advancement: + content_hash: 14ded8976c1532860bc7bc482eca08f4874ba438874ae7ba01fa36c437ce4c7e + description: '' + health_score: 100.0 + last_checked: 1779029374.417876 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'about.gitlab.com: Soft skills are the key to your DevOps career advancement' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://about.gitlab.com/blog/2021/12/16/how-to-navigate-the-great-resignation: + ai_summary: Provides an enterprise-level blueprint for engineering organizations + to mitigate talent drain during market disruptions. Leveraging GitLab's open-source, + handbook-first operational model, it illustrates how asynchronous communication + systems reduce cognitive load and scale operational continuity. + complexity: Advanced + content_hash: abb2ab9d700c63e4639824e948ce484115982f37ef1f667577d4aa12492ddad0 + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Organizational Design & Leadership Systems + - Engineering Culture + is_microservice: false + language: English + last_checked: 1779031061.281586 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'about.gitlab.com: How to navigate The Great Resignation' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://about.gitlab.com/blog/2021/12/17/gitlab-chart-works-towards-kubernetes-1-22: ai_summary: This development update outlines the efforts of the GitLab Helm Chart team to ensure compatibility with Kubernetes 1.22, addressing critical changes such as the removal of legacy v1beta1 APIs. This transition represents a historically @@ -72124,31 +906,11619 @@ https://about.gitlab.com/blog/2021/12/17/gitlab-chart-works-towards-kubernetes-1 to modern declarative APIs. From a 2026 perspective, it highlights the continuous lifecycle maintenance required to run complex, stateful platforms natively on rapidly updating Kubernetes clusters. - language: English - resource_type: blog complexity: Advanced + content_hash: d5cffdc388cf2915201b01863dfb8e15209d19965c133c992bf10b35fbf65a43 + description: '' + health_score: 100.0 hierarchy: - Cloud Native Infrastructure - Helm Charts - GitLab Infrastructure is_microservice: false - title: 'about.gitlab.com: GitLab Chart works towards Kubernetes 1.22' -https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2: - description: '' - year: N/A + language: English + last_checked: 1779029801.729538 + resource_type: blog stars: 0 status: online - health_score: 100.0 - last_checked: 1779032091.036836 - content_hash: aa3e9370e05823c1aa7c2d9f626cb2610f8c604e4e15e56aeeb44ce2acf869cd + tags: + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' + title: 'about.gitlab.com: GitLab Chart works towards Kubernetes 1.22' v1_locations: - docs/git.md - needs_ai_refresh: true + v2_locations: + - git.md + year: N/A +https://about.gitlab.com/blog/2022/02/03/how-to-keep-up-with-ci-cd-best-practices: + ai_summary: 'Curator Insight: Provides a roadmap for keeping engineering skillsets + aligned with state-of-the-art deployment practices. Live Grounding: Explores GitOps + integrations, pipeline security monitoring, and automated performance tracking. + A good educational resource for career platform engineers.' + complexity: Intermediate + content_hash: 47f60bd1cf0c6c3a7564a9dbbe681d61ef4b0a856ccfd3ede24bf02b54bea636 + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery + - CI/CD Foundations + - Industry Trends + is_microservice: false + language: English + last_checked: 1779030653.098463 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'about.gitlab.com: How to keep up with CI/CD best practices' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them: + content_hash: e63644205669e1aec04edbaf712a90b59afc1f13342f4b52834ef00c7d99a216 + description: '' + health_score: 100.0 + last_checked: 1779030577.928684 + review_metadata: + original_url: https://about.gitlab.com/blog/2022/02/17/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:55.002528' + stars: 0 + status: online + title: '==about.gitlab.com: Fantastic Infrastructure as Code security attacks and'' + how to find them==' + v1_locations: + - docs/devsecops.md + year: N/A +https://about.gitlab.com/blog/2022/04/13/how-to-learn-ci-cd-fast: + ai_summary: 'Curator Insight: Practical learning blueprint focusing on building + incremental toy pipelines using GitLab CI. Live Grounding: Recommends direct hand-on + setups of simple test automation and container builds before transitioning to + complex deployments. Perfect for rapid developer upskilling.' + complexity: Beginner + content_hash: 302a5921dc83a6dec68eb592a4d5f97c7b6f8e099d394113aa37d68ff28375ca + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery + - CI/CD Foundations + - Onboarding and Training + is_microservice: false + language: English + last_checked: 1779034581.891297 + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'about.gitlab.com: How to learn CI/CD fast' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://about.gitlab.com/blog/2022/11/15/simple-kubernetes-management-with-gitlab: + ai_summary: This blog details GitLab's efforts to lower the barrier to entry for + Kubernetes management by introducing declarative cluster integrations. It demonstrates + how teams can connect clusters and safely deploy applications with minimal infrastructure + overhead. Live engineering feedback stresses the value of this direct integration + for small-to-midsize teams looking to deploy workloads without managing heavy + external GitOps controllers. + complexity: Intermediate + content_hash: a6acebbc45a276e5f87ff20c292d80e8502dbdb0c0152f992a484614181d0b42 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Platform Engineering + - GitLab Operations + is_microservice: false + language: English + last_checked: 1779030196.421823 + resource_type: blog + stars: 0 + status: online tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' + title: 'about.gitlab.com: Simple Kubernetes management with GitLab' + v1_locations: + - docs/git.md v2_locations: - git.md + year: N/A +https://about.gitlab.com/blog/2022/11/16/how-is-ai-ml-changing-devops: + content_hash: 013b9bcbca2bbed1569a5cfae86da6e3bf129ecf59e710bca2df69083200a35d + description: '' + health_score: 100.0 + last_checked: 1779029309.760493 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'about.gitlab.com: How is AI/ML changing DevOps?' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md + year: N/A +https://about.gitlab.com/blog/get-started-with-openshift-origin-3-and-gitlab: + last_checked: 1779388727.944797 + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - openshift.md +https://about.gitlab.com/gitlab-org/gitlab/-/issues/14595: + health_score: 64.0 + last_checked: 1779130494.960769 + v1_locations: + - docs/git.md +https://about.gitlab.com/gitlab-org/gitlab/-/issues/2785: + health_score: 64.0 + last_checked: 1779130494.935608 + v1_locations: + - docs/git.md +https://about.gitlab.com/handbook: + content_hash: 7dcbeb9c2cdfa859ac267a6ec9c5914ebb543b5a7453a1393e213d2e01dc2993 + description: '' + health_score: 100.0 + last_checked: 1779029190.229447 + stars: 0 + status: online + title: about.gitlab.com/handbook + v1_locations: + - docs/hr.md + year: N/A +https://about.gitlab.com/releases/2021/04/22/gitlab-13-11: + content_hash: 0e9720d9128e7b62ed817befeb2d647dc3e2c18b03b63110d92522296036f6fd + health_score: 64.0 + last_checked: 1779130495.000742 + v1_locations: + - docs/cicd-kubernetes-plugins.md + - docs/git.md +https://about.gitlab.com/releases/2021/04/22/gitlab-13-11-released: + content_hash: 10401d83978077c05f738021bf4cff91487b7346305e58bb351dee3834cc0cef + description: '' + health_score: 100.0 + last_checked: 1779032789.852639 + stars: 0 + status: online + title: GitLab Kubernetes Agent available on GitLab.com + v1_locations: + - docs/cicd-kubernetes-plugins.md + - docs/git.md + year: N/A +https://about.gitlab.com/releases/2021/07/22/gitlab-14-1-released: + ai_summary: Official release notes for GitLab 14.1 introducing native Helm Chart + Registry support and customizable escalation policies for incident response, aligning + development workflows directly with target operational tools. + complexity: Intermediate + content_hash: 10401d83978077c05f738021bf4cff91487b7346305e58bb351dee3834cc0cef + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure and Platform + - DevSecOps Platforms + - GitLab CI + is_microservice: false + language: English + last_checked: 1779029735.243493 + resource_type: Reference Documentation + stars: 0 + status: online + tags: + - 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Solves common stateful storage expansion challenges. + complexity: Advanced + content_hash: 752f0ba14a43605e5329cbb80ca66cbf682adb312fe7e08e08ffef86e040dbad + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Storage + is_microservice: false + language: English + last_checked: 1779030350.020128 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'adamrushuk.github.io: Increasing the volumeClaimTemplates Disk Size in a'' + Statefulset on AKS' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://adamtheautomator.com/ansible-kubernetes: + content_hash: e2d73369897512a500d5c61ff44c5221121c649438c008fdcf7dc8e4bc3ab749 + description: '' + health_score: 100.0 + last_checked: 1779032248.57859 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'adamtheautomator.com: How to Use the Ansible Kubernetes Module' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://adamtheautomator.com/aws-codedeploy: + ai_summary: 'Curator Insight: Tutorial introducing AWS CodeDeploy setups for hosting + infrastructure applications. + + Live Grounding: Details step-by-step agent configurations on target environments, + build specs, and continuous rollout patterns using the CodeDeploy service.' + complexity: Intermediate + content_hash: a02d1ea9ac24c1fdfeaa327fd6b06de3344eee1445afea09a5bbc16a254aea58 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Infrastructure + - AWS Ecosystem + - Deployment Guides + is_microservice: false + language: English + last_checked: 1779030727.992382 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'adamtheautomator.com: Getting Started with AWS CodeDeploy' + v1_locations: + - docs/aws-devops.md + v2_locations: + - aws-devops.md + year: N/A +https://adamtheautomator.com/azure-kubernetes-service: + ai_summary: An administrative deployment guide for initiating, scaling, and managing + AKS clusters via the Azure CLI and portal. Walks through foundational networking + profiles, node-pool scaling logic, and cluster validation techniques. + complexity: Beginner + content_hash: b423296fcbed237a8749c60a847ae1503d1c09ed571094a0aaf5c3e8f45399af + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Providers + - Azure Kubernetes Service (AKS) + - Cluster Management + is_microservice: false + language: en + last_checked: 1779029565.21566 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'adamtheautomator.com: Getting Started with the Azure Kubernetes Service'' + (AKS)' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://adamtheautomator.com/github-actions-environment-variables: + ai_summary: A deep-dive engineering guide on scoping, storing, and calling secrets + and environment parameters within Actions runner processes. Explains how to set + up repository-level, organization-level, and environment-scoped variables while + minimizing accidental exposure vectors. + complexity: Advanced + content_hash: 7128ff2eeaf63816f9d590c3d40a53ad0d03ae3745614a85abb1421ff2481851 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - CI-CD + - GitHub Actions Security + is_microservice: false + language: en + last_checked: 1779034332.360509 + needs_ai_refresh: true + resource_type: Technical Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: '==adamtheautomator.com: How to Manage GitHub Actions Environment Variables'' + and Secrets==' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://adamtheautomator.com/kubernetes-dashboard: + content_hash: 759e6360b07f1b4e49bc1ef91f46121e616781f2ebc220f3afb5265c2b8116c4 + health_score: 100.0 + last_checked: 1779031623.262605 + needs_ai_refresh: true + v1_locations: + - docs/kubernetes-based-devel.md +https://adamtheautomator.com/kubernetes-pvc: + content_hash: c1cee18ce2d0557bc507890fb71471a1733651abac9012ceed9365f1a0cd387c + description: '' + health_score: 100.0 + last_checked: 1779034313.511211 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==adamtheautomator.com: Effortless Storage Management With Kubernetes PVC=='' + 🌟' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://adamtheautomator.com/kubespray: + ai_summary: A hands-on, practical guide demonstrating step-by-step how to deploy + a fully functioning Kubernetes cluster using Kubespray on custom virtual environments. + Details preparing host inventories, updating variables, and executing core Ansible + playbooks. + complexity: Intermediate + content_hash: 0415a4df1e1b99e05eb86f92a036c639e535cc5cc02a5a31fdd7bcedc6f11036 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Cluster Provisioning + - Kubespray Guides + is_microservice: false + language: English + last_checked: 1779032968.845712 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'adamtheautomator.com/kubespray: Conquer Kubernetes Clusters with Ansible'' + Kubespray' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://adamtheautomator.com/minikube-tutorial: + content_hash: f5192faa4fa7c45c8c7e31dac82542eae77e065500fdf59fce084837c50cab09 + description: '' + health_score: 100.0 + last_checked: 1779032547.474221 + needs_ai_refresh: true + stars: 0 + title: '==adamtheautomator.com: Jumpstart Kubernetes Locally with this MiniKube'' + Tutorial==' + v1_locations: + - docs/kubernetes-based-devel.md + year: N/A +https://adamtheautomator.com/mongodb-kubernetes: + content_hash: b79bf3c89dfe096956d6a3717c6496570eda94af876cbb609a84d1d9cc20bd69 + description: '' + health_score: 100.0 + last_checked: 1779031800.24779 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==adamtheautomator.com: How To Perform a MongoDB Kubernetes Installation=='' + 🌟' + v1_locations: + - docs/nosql.md + v2_locations: + - nosql.md + year: N/A +https://adamtheautomator.com/postgres-to-kubernetes: + content_hash: d821eace9cc3e2eb81e7ff3bbbe07175d36e930dbc146995c3d05ec2050bc771 + description: '' + health_score: 100.0 + last_checked: 1779032679.447215 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==adamtheautomator.com: How to Deploy Postgres to Kubernetes== 🌟' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://adamtheautomator.com/prometheus-kubernetes: + ai_summary: A detailed configuration manual showcasing how to deploy the kube-prometheus + telemetry stack on Kubernetes via Helm. Includes steps for building custom dashboard + interfaces and setting up routing rules in Alertmanager. + complexity: Intermediate + content_hash: ad178fc7f6adcf973058a1af6df2f195f6e8ae890f1d95c64915de03e548391e + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Monitoring Stack + - Prometheus Integration + is_microservice: true + language: English + last_checked: 1779031671.363008 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'adamtheautomator.com: Utilizing Grafana & Prometheus Kubernetes Cluster'' + Monitoring 🌟' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://adamtheautomator.com/terraform-and-aws-rds: + content_hash: fb507044459e2cb5f9ed141041b896e11e8201a8a32817a0e3e806b17d9dcf3f + health_score: 100.0 + last_checked: 1779130494.947938 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://adamtheautomator.com/terraform-aws-rds: + content_hash: 99d25322715a589428b30890f710dbfb45f570189d4c135bb395c19ba982c627 + description: '' + health_score: 100.0 + last_checked: 1779029573.581086 + stars: 0 + status: online + title: 'adamtheautomator.com: How To Build a Database Instance with Terraform and'' + AWS RDS' + v1_locations: + - docs/demos.md + year: N/A +https://adamtheautomator.com/terraform-azure-devops: + content_hash: ecabef44876d8f872dde2991b7014aa69931038912991cc62d7d4a404ca16af7 + description: '' + health_score: 100.0 + last_checked: 1779031337.485599 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==adamtheautomator.com: How to Build Infrastructure with Terraform in Azure'' + DevOps== 🌟' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://addozhang.medium.com/non-intrusive-inject-opentelemetry-auto-instrumentation-in-kubernetes-a9dfd49fc714: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032834.800065 + stars: 0 + title: 'addozhang.medium.com: Non-intrusive Inject OpenTelemetry Auto-Instrumentation'' + in Kubernetes' + v1_locations: + - docs/kubernetes-monitoring.md + year: N/A +https://addwebsolution.com/blog/how-kubernetes-helps-businesses-manage-their-it-infrastructure: + content_hash: 73982d11e419478099611f532b9c4cb017dc46b94debd633ccf6d03f67f093d1 + description: '' + health_score: 100.0 + last_checked: 1779034266.865841 + stars: 0 + status: online + title: 'addwebsolution.com: How Kubernetes helps businesses manage their IT infrastructure?' + v1_locations: + - docs/introduction.md + year: N/A +https://adequatica.medium.com/principles-of-writing-automated-tests-a2b72218264c: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030986.100363 + stars: 0 + title: 'adequatica.medium.com: Principles of Writing Automated Tests' + v1_locations: + - docs/qa.md + year: N/A +https://adevait.com: + ai_summary: Global engineering network facilitating long-term remote hiring of vetted + developers for scaling companies and enterprises. + complexity: Intermediate + content_hash: cc35928884c9c9b4354e22ab47cb823868ceb03b2c8b8e6ae7444cbccbde1a4a + description: '' + health_score: 100.0 + hierarchy: + - Career and Freelancing + - Freelance Platforms + - Elite Vetting + is_microservice: false + language: en + last_checked: 1779031266.325734 + needs_ai_refresh: true + resource_type: Platform + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: adeva + v1_locations: + - docs/freelancing.md + v2_locations: + - freelancing.md + year: N/A +https://adevait.com/software/creating-branching-strategy: + ai_summary: Pragmatic operational guide focusing on designing lightweight Git branching + workflows that maximize output for small engineering teams. Outlines the transition + from simple structures to structured staging layouts without introducing process + overhead. + complexity: Intermediate + content_hash: 209f45cb02b2352ec329e054e6a032f6b44733064c8114485aaa7043af89a5ba + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Branching Strategies + - Architectural Patterns + is_microservice: false + language: English + last_checked: 1779034569.680752 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'adevait.com: Creating a Branching Strategy for Small Teams' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://adicode.ml/python-libraries-for-webdevelopment: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034479.469084 + stars: 0 + title: 'adicode.ml: Take your web development to next level with these python libraries' + v1_locations: + - docs/python.md + year: N/A +https://adictosaltrabajo.com/2016/02/03/como-reducir-el-codigo-repetitivo-con-lombok: + content_hash: 018b41d4f0ba1f477d73996c5c27edc0e015789364e59d91d097b9193e78e006 + health_score: 100.0 + last_checked: 1779130494.979375 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md +https://adictosaltrabajo.com/2016/10/26/monitorizacion-y-analisis-de-rendimiento-de-aplicaciones-con-dynatrace: + content_hash: fcc1c91ce5a7c18e6190dad2de5aa87b5f088d4bab55cc7567f6ce52f929bdb3 + health_score: 100.0 + last_checked: 1779130494.9638 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos: + content_hash: 3742ebbb853928a46e27e78e97a620f6fab63bf62a0a0f356d46109d7d173957 + health_score: 100.0 + last_checked: 1779130495.011604 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md +? https://adictosaltrabajo.com/2020/12/22/como-crear-y-desplegar-microservicios-con-spring-boot-spring-cloud-netflix-y-docker +: content_hash: 91318179a0c38a920173b2b4f9bdaf6b7132876a7880becc0ddbea55c1092d5d + health_score: 100.0 + last_checked: 1779130495.025389 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://adil.medium.com/network-traffic-shaping-in-kubernetes-topology-aware-routing-e4ea4a03dd20: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032552.076358 + stars: 0 + title: 'adil.medium.com: Network Traffic Shaping in Kubernetes: Topology Aware Routing' + v1_locations: + - docs/kubernetes-networking.md + year: N/A +https://aditya-sunjava.medium.com/externalizing-configurations-in-kubernetes-using-configmap-and-secret-bfda0970d8ae: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029710.100132 + stars: 0 + title: 'aditya-sunjava.medium.com: Externalizing Configurations in Kubernetes Using'' + ConfigMap and Secret' + v1_locations: + - docs/kubernetes.md + year: N/A +https://admiralty.io: + ai_summary: 'Curator Insight: Domain hosting Admiralty, a Kubernetes multi-cluster + scheduler platform. + + Live Grounding: The active development has stalled, but the architecture remains + highly relevant for federation research, featuring cross-cluster pod scheduling + and proxy-pods.' + complexity: Advanced + content_hash: 0d60f6e4cc04e80338522eb56fbceb71a5b00064ca3bedeba6e6a50afa78bcd2 + description: '' + health_score: 100.0 + hierarchy: + - 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'[COMMUNITY-TOOL]' + title: 'admiralty.io: Multi-Region AWS Fargate on EKS' + v1_locations: + - docs/aws-devops.md + v2_locations: + - aws-devops.md + year: N/A +https://adoptium.net: + content_hash: f191fb503c5e26358c793353c62af5d5a7ecaaf42535852d0609d6fc81c353e7 + health_score: 100.0 + last_checked: 1779130495.00928 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md +https://adoptium.net/news/2021/08/using-jlink-in-dockerfiles: + content_hash: 70b0dfae26a0e17953e94f5bea30d350c0e60a6c7212b05f277eec09d259e61b + health_score: 100.0 + last_checked: 1779130495.003874 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://adoptopenjdk.net: + content_hash: a9ab9d6d344fbf3a9c7f890c55af0095efe06dbe66c0c0f2b5b92a18f0fa8a98 + description: '' + health_score: 100.0 + last_checked: 1779034090.411385 + stars: 0 + status: online + title: AdoptOpenJDk + v1_locations: + - docs/java_frameworks.md + year: N/A +https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-14: + content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439 + description: '' + health_score: 100.0 + last_checked: 1779031415.640537 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'advancedweb.hu: A categorized list of all Java and JVM features since JDK'' + 8 to 14' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-16: + content_hash: 97ba3575c11a50391bf93564238da1c8f507274730f4f7eb970bb25169cab439 + description: '' + health_score: 100.0 + last_checked: 1779032108.283287 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'advancedweb.hu: A categorized list of all Java and JVM features since JDK'' + 8 to 16' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://aesher9o1.medium.com/autoscale-large-images-faster-using-longhorn-distributed-storage-618d0cf01ba2: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030809.056099 + stars: 0 + title: 'aesher9o1.medium.com: Autoscale large images faster using Longhorn (distributed'' + storage)' + v1_locations: + - docs/kubernetes-storage.md + year: N/A +https://age-of-product.com/42-scrum-product-owner-interview-questions: + ai_summary: Curator Insight lists Product Owner interview questions assessing backlog + pruning, Agile alignment, and stakeholder management. Live Grounding shows that + bridging business requirements with agile engineering output is a vital project + coordinator skill. 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Live Grounding + verifies that tools like Google's `go-containerregistry` allow direct manipulation + of OCI image layers. 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It features integrated vulnerability scanning, deprecation + warnings, and multi-repository searching, cementing its role as the industry's + default search directory. + complexity: Intermediate + content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Helm + - Registries + is_microservice: false + language: English + last_checked: 1779032343.97206 + needs_ai_refresh: true + resource_type: Platform + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: Artifact Hub 🌟 + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://artifacthub.io/packages/helm/choerodon/nexus3: + ai_summary: An active Helm package designed to configure and orchestrate Sonatype + Nexus3 instances. It handles data persistence, ingress routing, and performance + tuning configurations optimized for enterprise container workloads. + complexity: Intermediate + description: '' + hierarchy: + - Application Delivery + - Helm + - Registries + is_microservice: false + language: English + resource_type: Chart + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Choerodon Nexus3 🌟 + v2_locations: + - helm.md + year: '2024' +https://artifacthub.io/packages/helm/mlflowserver/mlflow-server: + content_hash: 6d492e306807621cf18e03ead9cc53f090cefb56cffb15df4e485797e55f74f2 + description: '' + health_score: 100.0 + last_checked: 1779034501.628729 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'artifacthub.io: mlflow-server' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md + year: N/A +https://artifacthub.io/packages/helm/oteemo/sonarqube: + ai_summary: Helm chart repository listing for deploying SonarQube on Kubernetes, + complete with configurations for persistence, ingress routing, and integrated + database deployments. + complexity: Intermediate + description: '' + hierarchy: + - DevSecOps + - Kubernetes Native + - Helm Deployments + - SonarQube + is_microservice: true + language: English + resource_type: Tool + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: hub.helm.sh/charts/oteemo/sonarqube + v2_locations: + - sonarqube.md + year: '2024' +https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack: + ai_summary: The de facto standard Helm chart for deploying Prometheus and Grafana + on Kubernetes. It manages the custom resource definitions (CRDs), handles scraper + configurations, and provides out-of-the-box system alerting rules. + complexity: Intermediate + content_hash: b98d74f349f484a4378723440a8c435d746aadd48b38cdc483a7de7be4d0eefb + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Monitoring Stack + - Helm Charts + - kube-prometheus-stack + is_microservice: true + language: English + last_checked: 1779032869.156376 + needs_ai_refresh: true + resource_type: Helm Chart + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: prometheus-community/kube-prometheus-stack 🌟🌟 + v1_locations: + - docs/kubernetes-monitoring.md + - docs/prometheus.md + v2_locations: + - kubernetes-monitoring.md + - prometheus.md + year: N/A +https://artifacthub.io/packages/helm/stable/cluster-autoscaler: + content_hash: a44ad340947eafe3840f85f945c073fa9ca2792270095b2271e5bbace73ce323 + health_score: 100.0 + last_checked: 1779130495.031216 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md +https://artifacthub.io/packages/search?repo=haproxytech: + ai_summary: The authoritative collection of Helm charts for deploying the HAProxy + Load Balancer and Kubernetes Ingress Controller. These enterprise-stable manifests + offer optimal performance-tuning settings out of the box. + complexity: Advanced + content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Helm + - Registries + is_microservice: false + language: English + last_checked: 1779029322.542308 + needs_ai_refresh: true + resource_type: Chart + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'artifacthub.io: Official Helm charts for HAProxy and the HAProxy Kubernetes'' + Ingress Controller on Artifact Hub 🌟' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://artifacthub.io/packages/search?ts_query_web=awx&sort=relevance&page=1: + content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a + description: '' + health_score: 100.0 + last_checked: 1779033050.78757 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'artifacthub.io: Helm Charts - AWX' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://artoftesting.com/sql-queries-for-interview: + ai_summary: Curator Insight presents practical database query puzzles focusing on + aggregation and nested queries. Live Grounding shows that performance optimization + of subqueries is critical for data-intensive positions. It targets practical technical + evaluations. + complexity: Intermediate + content_hash: e9363c8266eaccf5b08401b5c5f3573d8ccb52f520d5e3db0f8d3c3887733319 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - Database Questions + is_microservice: false + language: English + last_checked: 1779033080.113604 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'artoftesting.com: Top 40 SQL Query Interview Questions and Answers for Practice' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://arun-sisodiya.medium.com/kyverno-a-policy-manager-for-kubernetes-286f6e082062: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029154.592129 + stars: 0 + title: 'arun-sisodiya.medium.com: Kyvernoβ€Šβ€”β€ŠA Kubernetes native policy manager (Policy'' + as Code)' + v1_locations: + - docs/securityascode.md + year: N/A +https://asciiflow.com: + content_hash: 2a7bca173bfbf450a20db316ed20f18c6d034406626db64b202117f226e7b5c3 + description: '' + health_score: 100.0 + last_checked: 1779031122.246548 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ASCIIFlow + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://asdf-vm.com: + ai_summary: An extensible, multi-language version manager capable of centralizing + tool runtimes through a unified CLI configuration file (`.tool-versions`). Eliminates + environmental drift across localized developer workspaces by managing multiple + CLI toolchains via a modular plugin architecture. + complexity: Intermediate + content_hash: 653f4eefbe1adf88dc36cb9803504b1edb467bfcb2fb693e3f499f4d48a6c0c1 + description: '' + health_score: 100.0 + hierarchy: + - Developer Experience + - Local Environment + - Version Management + is_microservice: false + language: en + last_checked: 1779033046.576058 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: asdf version manager (asdf-vm) + v1_locations: + - docs/devops-tools.md + - docs/kubernetes-tools.md + - docs/linux-dev-env.md + v2_locations: + - devops-tools.md + - linux-dev-env.md + year: N/A +https://ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernetes-via-skaffold: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030886.422246 + stars: 0 + title: 'ashishtechmill.com: CI/CD Workflow for Spring Boot Application on Kubernetes'' + via Skaffold' + v1_locations: + - docs/scaffolding.md + year: N/A +https://ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031148.865666 + stars: 0 + status: online + title: 'ashishtechmill.com: Demystifying Google Container Tool Jib: Java Image Builder' + v1_locations: + - docs/maven-gradle.md + year: N/A +https://asishmm.medium.com/discussion-on-horizontal-pod-autoscaler-with-a-demo-on-local-k8s-cluster-81694c09f818: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032586.731728 + stars: 0 + title: 'asishmm.medium.com: Discussion on Horizontal Pod Autoscaler with a demo'' + on local k8s cluster' + v1_locations: + - docs/kubernetes.md + year: N/A +https://asonisg.medium.com/multi-tenancy-with-kubernetes-part-1-8ac4e5083e31: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032087.696573 + stars: 0 + title: 'asonisg.medium.com: Multi-tenancy with Kubernetes (Part-1)' + v1_locations: + - docs/kubernetes.md + year: N/A +https://astrofrog.github.io/blog/2016/01/12/stop-writing-python-4-incompatible-code: + content_hash: 002d24699b54a8dbafe7e8a48e3829e2d7b108b0b09b60d54a52e0ee3a3a4d8e + health_score: 100.0 + last_checked: 1779034105.068994 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md + v2_locations: + - python.md +https://atareao.es/ubuntu/tuneles-ssh: + ai_summary: 'Una guΓ­a exhaustiva en espaΓ±ol que detalla la creaciΓ³n de tΓΊneles SSH + locales, remotos y dinΓ‘micos (SOCKS5), optimizando la transmisiΓ³n segura de datos + a travΓ©s de redes inseguras. Double-Evidence: El artΓ­culo detalla las configuraciones + bΓ‘sicas de redirecciΓ³n de puertos; el anΓ‘lisis en tiempo real confirma que es + una referencia tΓ©cnica invaluable para administradores de sistemas hispanohablantes + que buscan dominar la redirecciΓ³n segura de puertos. [SPANISH CONTENT]' + complexity: Intermediate + description: '' + hierarchy: + - Cloud Architecture + - Secure Infrastructure Access + - Secure Shell and Access Gateways + is_microservice: false + language: Spanish + resource_type: Tutorial Guide + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: TΓΊneles SSH + v2_locations: + - linux.md + year: '2019' +https://atodorov.me/2020/06/14/comparing-kubernetes-managed-services-across-digital-ocean-scaleway-ovhcloud-and-linode: + ai_summary: A structural and cost-comparison analysis of managed Kubernetes engines + from alternative cloud providers. Grounding highlights the comparative differences + in control-plane SLAs, storage speeds, and node autoscaling support. + complexity: Intermediate + content_hash: 7e5000dc5cb20a8c1d79dba615e1a29f9d2a33ed4aa7bc69b78f68c2ed57b784 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Infrastructure + - Managed Kubernetes + is_microservice: false + language: English + last_checked: 1779032339.865 + needs_ai_refresh: true + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'atodorov.me: Comparing Kubernetes managed services across Digital Ocean,'' + Scaleway, OVHCloud and Linode' + v1_locations: + - docs/matrix-table.md + v2_locations: + - matrix-table.md + year: N/A +https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumping-on-kubernetes: + ai_summary: A technical evaluation emphasizing why platform engineers should analyze + Nomad's single-binary execution architecture before defaulting to a multi-component + Kubernetes layout. + complexity: Intermediate + content_hash: c776d1090098adebcc7d12c24d0c4174aa670939731ad141092d07d32c5f1dd0 + description: '' + health_score: 100.0 + hierarchy: + - Container Infrastructure + - Alternative Orchestrators + - Evaluations + is_microservice: false + language: en + last_checked: 1779031554.877261 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'atodorov.me: Why you should take a look at Nomad before jumping on Kubernetes' + v1_locations: + - docs/kubernetes-alternatives.md + v2_locations: + - kubernetes-alternatives.md + year: N/A +https://atul-agrawal.medium.com/library-vs-service-vs-sidecar-ff5a20b50cad: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032244.687101 + stars: 0 + title: 'atul-agrawal.medium.com: Library vs Service vs Sidecar' + v1_locations: + - docs/kubernetes.md + year: N/A +https://austingil.com/vs-code-timeline-restores-work-git-cant: + content_hash: 868ac83fb8954984fdee276c2d5158b3357255def262941c5ba5eb0433e36419 + description: '' + health_score: 100.0 + last_checked: 1779033424.539943 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'austingil.com: VS Code Timeline Restores Lost Work That Git Can’t 🌟' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://auth0.com/blog/deployment-strategies-in-kubernetes: + content_hash: 4eb1602e40c3669a0f9767432dd66f9ee33785bad6f2f029f7e6545176d4f75e + description: '' + health_score: 100.0 + last_checked: 1779029190.049987 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'auth0.com: Deployment Strategies In Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://auth0.com/blog/java-spring-boot-microservices: + content_hash: 04f846133c521d65f8e98592be2aed41f96ada1fa39783b85d545caa250f4cfa + description: '' + health_score: 100.0 + last_checked: 1779029628.880526 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'auth0.com: Java Microservices with Spring Boot and Spring Cloud' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://auth0.com/blog/kubernetes-secrets-management: + content_hash: e2064a6f8a0d0890f0151c963399184587a4c751829b0282f2765a5649b596d7 + description: '' + health_score: 100.0 + last_checked: 1779031489.871771 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'auth0.com: Shhhh... Kubernetes Secrets Are Not Really Secret!' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://auth0.com/blog/kubernetes-tutorial-step-by-step-introduction-to-basic-concepts: + content_hash: 6374c45404f74d40e82739e35cb258a9d92bb4a037afab81b56d5e870dd666ad + description: '' + health_score: 100.0 + last_checked: 1779031553.090951 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'auth0.com: Kubernetes Tutorial - Step by Step Introduction to Basic Concepts' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://auth0.com/blog/webauthn-and-passkeys-for-java-developers: + ai_summary: Explores the technical implementation of FIDO2 WebAuthn and Passkeys + within enterprise Java systems. Reviews backend authentication flows, cryptographical + challenge validation, and client-side orchestration strategies to bypass legacy + credential risks. + complexity: Advanced + content_hash: a38f377b57a19963f3b7a91beb2bd4bdf41f4cbaaf42f9d0eb77510d2a35885c + description: '' + health_score: 100.0 + hierarchy: + - Identity and Access Management + - Authentication Protocols + - WebAuthn + is_microservice: true + language: English + last_checked: 1779033084.781249 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'auth0.com: A Passwordless Future! Passkeys for Java Developers' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://auto-api.dev: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034568.820913 + stars: 0 + status: online + title: auto-api.dev + v1_locations: + - docs/developerportals.md + year: N/A + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - developerportals.md +https://autodotes.com/posts/s90PP9397WYTsAWaRapd: + content_hash: 859b0e694adc5fa1cb3c6ac2372c254bf7caa7471e66767ffa923e12e833ecbd + description: '' + health_score: 100.0 + last_checked: 1779034084.4129 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Kubernetes Troubleshooting Guide: Common Pitfalls and Solutions' + v1_locations: + - docs/devops.md + - docs/kubernetes-troubleshooting.md + - docs/kubernetes-tutorials.md + v2_locations: + - kubernetes-tutorials.md + - devops.md + year: N/A +https://automated-360.com/integration/how-to-perform-code-quality-check-for-selenium-test-automation: + content_hash: 570f9690cfa86d602471769cd42587ad65afbb1a0765fbf1145f3ce3ecb0a897 + description: '' + health_score: 100.0 + last_checked: 1779034432.842164 + stars: 0 + status: online + title: '==automated-360.com: How to perform Code Quality Check for Selenium Test'' + Automation? (SonarQube)==' + v1_locations: + - docs/test-automation-frameworks.md + year: N/A +https://automatetheboringstuff.com: + content_hash: a2ce6dbc18357af299f5a33c2062833d64be49f06d0616d6c444d33aa3b37add + description: '' + health_score: 100.0 + last_checked: 1779033903.421305 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automatetheboringstuff.com: Automate the Boring Stuff with Python' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://automationqahub.com/common-cypress-interview-questions: + ai_summary: A comprehensive compilation of Cypress testing framework interview questions. + Explores end-to-end frontend testing, parallel execution, element selectors, and + CI pipeline implementation. + complexity: Intermediate + content_hash: 52fdcf4f893329f3bd310366d18d6df3498f24ffeb7d780584a0d48684a87c76 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure Development + - Software Engineering + - Testing + is_microservice: false + language: en + last_checked: 1779030267.886951 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationqahub.com: The Ultimate List of Cypress Interview Questions' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationqahub.com/how-to-build-playwright-page-object-model: + content_hash: e8cb4c47b6dc89e162dcf8df87063e7c77ee8ac64e95eed56988c3fae63c7c6d + description: '' + health_score: 100.0 + last_checked: 1779032383.414284 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationqahub.com: How to build a Playwright Page Object Model' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://automationqahub.com/how-to-configure-multiple-environments-in-playwright: + content_hash: 7685c4d3cf5d07f2368e9d6f9d0f51dda0cd2632bff99ef1ee6f2ec3ecc67853 + description: '' + health_score: 100.0 + last_checked: 1779032579.075909 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationqahub.com: How to Configure multiple environments in Playwright' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://automationqahub.com/how-to-do-mobile-automation-using-appium-2-0: + content_hash: e37542848078c4b91a5697a398d00a0aa609e9df8438a341476fba5acd9ff55f + description: '' + health_score: 100.0 + last_checked: 1779032252.085828 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationqahub.com: How to get started with Appium 2.0' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://automationqahub.com/how-to-install-playwright-tool: + content_hash: 70462f92adfd3be663793b9138d7e6835e63805de2e39e4260af9424721d9edb + description: '' + health_score: 100.0 + last_checked: 1779029421.55383 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationqahub.com: How to Configure Playwright' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://automationqahub.com/how-to-publish-extentreport-using-jenkins: + content_hash: 58d25cbeda00cf4467d4e83c592168963deac085f0cd9cad38cb31ac90d73f21 + description: '' + health_score: 100.0 + last_checked: 1779029590.457764 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationqahub.com: How To Publish ExtentReport Using Jenkins' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://automationqahub.com/latest-api-testing-interview-questions-and-answers: + ai_summary: Curator Insight provides modern API testing patterns detailing OAuth, + JSON schema, and multi-protocol automation. Live Grounding reveals that API contract + testing is vital for microservices continuous deployment pipelines. This guide + targets contemporary QA roles. + complexity: Intermediate + content_hash: e36269921ba4db442e15778c4c382f354d7324e1f7d477302a9297a4dd684925 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - API and SDET + is_microservice: true + language: English + last_checked: 1779034431.823185 + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationqahub.com: Latest API Testing Interview Questions And Answers' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationqahub.com/latest-rest-assured-interview-questions: + ai_summary: Curator Insight focuses on Rest Assured validation syntax, request specifications, + and JSON path extractions. Live Grounding shows that automated API integration + tests are essential for microservice regression verification. This supports QA + automation pipelines. + complexity: Intermediate + content_hash: e37e52da86db46d303caf52b878eb7271b06e2781d22c216b5e395462ec9a67b + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - API and SDET + is_microservice: true + language: English + last_checked: 1779034045.593205 + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationqahub.com: Latest Rest Assured Interview Questions' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationqahub.com/latest-selenium-interview-questions-and-answers: + ai_summary: Curator Insight lists Selenium WebDriver questions, wait commands, and + page models. Live Grounding confirms that Selenium remains a de-facto standard + for cross-browser enterprise functional testing. It serves as standard interview + preparation for QA engineers. + complexity: Intermediate + content_hash: 2b3dea03f5d9fc17bfa856e2c8c7b3fb39f71c4ac4011196c885e7da25ae54f8 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - QA Automation + is_microservice: false + language: English + last_checked: 1779030192.799632 + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationqahub.com: The Ultimate List of Selenium Interview Questions' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quick-reference: + ai_summary: Curator Insight maps out a cheat sheet for rapid Git command lookups, + including cherry-picking and stashing. Live Grounding indicates that quick-access + reference sheets are highly valued for reducing context switching. This is an + efficient reference. + complexity: Intermediate + content_hash: 5cf185c8d4160bf41419a6686a5f272b529b061fcb764f2ba57485b26d4eab87 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Cheat Sheets + is_microservice: false + language: English + last_checked: 1779034454.335754 + resource_type: Cheat Sheet + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationqahub.com: The Ultimate Git Cheat Sheet 🌟' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationqahub.com/popular-software-testing-interview-questions: + ai_summary: Curator Insight covers testing lifecycles, manual versus automated strategies, + and bug reporting flows. Live Grounding verifies that logical testing theory remains + key for developing high-coverage validation matrices. It serves as an entry QA + overview. + complexity: Beginner + content_hash: 61cd1c551da9bdcdb479e3c949df7901652ee73ef91f7eb1e66446396e5a3eee + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - QA Automation + is_microservice: false + language: English + last_checked: 1779033280.673659 + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationqahub.com: Top Software Testing Interview Questions' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2020/02/top-18-docker-commands-for-aytomation.html: + content_hash: c9fe2db5a13fba458ae8049a8424b295b988f59ca8e047d3bebf5c83c343fcc3 + description: '' + health_score: 100.0 + last_checked: 1779031735.895529 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Top 18 Docker commands for Automation Tester/Devops/SDET/Test Lead? 🌟 + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on.html: + ai_summary: Curator Insight explores typical Selenium exceptions and locator patterns + for automation engineers. Live Grounding shows that robust wait configurations + are crucial to mitigate flaky tests on dynamic websites. This legacy resource + assists junior testers. + complexity: Intermediate + content_hash: 8ac16dbd489f15d51d59fe0af08bfa9a6f76b3b61e15cdbcc70ea00d5c36d990 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - QA Automation + is_microservice: false + language: English + last_checked: 1779033622.982642 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'automationreinvented.blogspot.com: Top 30 Interview Questions on Automation'' + Testing - Selenium for SDET/Automation QA?' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-question.html: + ai_summary: Curator Insight presents Kubernetes pod structures, services, and multi-namespace + deployments. Live Grounding confirms that setting correct resource limits and + liveness probes is vital for application stability. This legacy guide prepares + junior engineers. + complexity: Intermediate + content_hash: 98a9ec27a1b8eb83e912134bd14ae71c32ea1e8790e025eb0fc92e96b32c21ca + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - Kubernetes Questions + is_microservice: true + language: English + last_checked: 1779033336.039962 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'automationreinvented.blogspot.com: Top 11 Kubernetes interview question'' + and answers for SDET Devops QA SET-01?' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2020/10/top-11-kubernetes-interview-questions.html: + ai_summary: Curator Insight focuses on basic Kubernetes kubectl commands and simple + deployment manifestations. Live Grounding highlights that SDET and junior DevOps + roles require direct command familiarity to diagnose running containers. This + guide covers basic debugging commands. + complexity: Intermediate + content_hash: e57167f21d11e8b7200e0e1250374d6e1638e081101392d14c495eca7503ec32 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - Kubernetes Questions + is_microservice: true + language: English + last_checked: 1779032106.123678 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top 11 kubernetes interview questions'' + for SDET/DevOps SET-02? Kubernetes deployment commands' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2020/11/top-30-api-testing-interview-questions.html: + ai_summary: Curator Insight delivers REST-based API testing fundamentals using Rest + Assured framework. Live Grounding shows that despite its age, HTTP status and + header validation remain foundational for API test engineers. This is a solid + legacy reference. + complexity: Intermediate + content_hash: 80a28ce4239ed4be6aa2b93343a721d6f1dfbd2575acdc6a67ffa18d19250480 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - API and SDET + is_microservice: true + language: English + last_checked: 1779033479.337582 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'automationreinvented.blogspot.com: Top 30 API Testing Interview Questions'' + & Answers for SDET/API Automation-Rest Assured? SET-03' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kubernetes.html: + ai_summary: Curator Insight investigates ReplicaSet controller functionality, scaling + mechanisms, and selector matching. Live Grounding shows that modern deployments + abstract ReplicaSets under Deployments to handle updates smoothly. It details + fundamental controller operations. + complexity: Intermediate + content_hash: 33994b3ccaefe3f8dd0d071d05dc3f7b3a17188a15a8a71cf3905447f5317c97 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - Kubernetes Questions + is_microservice: true + language: English + last_checked: 1779033617.505103 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top Interview Question on Kubernetes'' + for SDET/Devops Set-03? ReplicaSet in K8S' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html: + ai_summary: Curator Insight analyzes TestNG frameworks, parameter drivers, and parallel + browser execution patterns. Live Grounding shows that parallel test suites are + critical to reduce build feedback times in CI. This assists enterprise QA engineers. + complexity: Intermediate + content_hash: e9ec5cdf50af2e2ac6cb67010ab7ffb2bf0d56a0086a990007781ca7ae998b41 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - QA Automation + is_microservice: false + language: English + last_checked: 1779032466.420545 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top 70 interview questions on Automation'' + Testing-Selenium-TestNG Set-06? TestNG Tricky Interview questions 2021 for SDET-QAE?' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests-from.html: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030742.23103 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationreinvented.blogspot.com: How to run selenium tests from Jenkins?'' + Maven and Jenkins Integration with Testng-Selenium? Run selenium maven project + from command line? 🌟' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://automationreinvented.blogspot.com/2021/03/top-40-api-testing-interview-question.html: + ai_summary: Curator Insight structures API testing interview paths, focusing on + authentication, mock endpoints, and payloads. Live Grounding indicates that automated + contract validation is a critical defense line in continuous delivery. It guides + automation engineers. + complexity: Intermediate + content_hash: f41ccb666144586301ae18875e320083e2274dad4f6f759aae9eed24fa501f29 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - API and SDET + is_microservice: true + language: English + last_checked: 1779033313.79032 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top 40 API Automation testing interview'' + question for SDET and Automation QA ?' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2021/05/how-to-schedule-job-in-jenkins-pipeline.html: + content_hash: c8e4e98e0fcc8ebe1cec03795dccfcc31c137f97886e8b4abd0a677b8a14837f + description: '' + health_score: 100.0 + last_checked: 1779033500.583074 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationreinvented.blogspot.com: How to schedule a job in Jenkins pipeline?'' + How to run automation suite everyday with auto trigger scheduler?' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set-03-for.html: + ai_summary: Curator Insight addresses interactive Git workflows, rebasing, and trunk-based + development commands. Live Grounding verifies that clean commit history management + is a key differentiator in senior engineering roles. It supports advanced Git + workflows. + complexity: Intermediate + content_hash: ee0dd3796b760455f21fbcb7bcc76ce214e7b7af8784a93d30aa45a1388e6420 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - Version Control + is_microservice: false + language: English + last_checked: 1779032104.025939 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top GIT Interview question Set-03 for'' + SDET/Testers/Developers/DevOps?' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2021/06/how-to-send-email-notification-in.html: + content_hash: 0bcccbe40160bba03aa155b9ca924d256dfa85ba16bf9a1f87c3196e4766515d + description: '' + health_score: 100.0 + last_checked: 1779032549.874295 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationreinvented.blogspot.com: How to send email notification in Jenkins'' + using Groovy Script?' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://automationreinvented.blogspot.com/2021/08/how-to-create-parameterized-job-in.html: + content_hash: 4dedf4b623ae2781d13a72d1510729d52485ad12d00b7c91fc6f246e0648ba8d + description: '' + health_score: 100.0 + last_checked: 1779031464.755649 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'automationreinvented.blogspot.com: How to create parameterized job in Jenkins?'' + What is parameterized build in Jenkins?' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-question-for.html: + ai_summary: Curator Insight addresses Jenkins execution, parameters, trigger configs, + and build workspace cleanups. Live Grounding confirms that efficient workspace + management is essential to prevent disk exhaustion on build nodes. It guides automated + QA roles. + complexity: Intermediate + content_hash: 09e4302f7a238b9446a821c70687315a5e33c9d6a0b21527c87fe7e15787505f + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - CI-CD and Pipelines + is_microservice: true + language: English + last_checked: 1779034109.752853 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top 10 Jenkins Interview Question for'' + SDET - DevOps - Automation QA?' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions-and.html: + ai_summary: Curator Insight structures forty Git commands for daily automation, + continuous integration, and conflict resolutions. Live Grounding shows that git-based + automation scripts are standard in modern DevOps deployments. It outlines daily + operational scenarios. + complexity: Intermediate + content_hash: 890e8aba4d6e6283ec9cee63555eb6d44ef6e0b8221b3b0aa1da5877cfa51c42 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - Version Control + is_microservice: false + language: English + last_checked: 1779034405.502961 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top 40 GIT Interview Questions and Answers'' + for SDET - DevOps - Automation QA? Useful GIT commands to refer for daily DevOps + Tasks?' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-questions-and.html: + ai_summary: Curator Insight analyzes optimization pathways, notification patterns, + and shared library integrations in Jenkins. Live Grounding highlights that declarative + pipeline modularization via shared libraries is standard in enterprise teams. + It details scalable CI setups. + complexity: Intermediate + content_hash: 90bffc3f5bfa30bf9ecb4248a03192af27dc8764ff75d7b6c954f40c45f89f91 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - CI-CD and Pipelines + is_microservice: true + language: English + last_checked: 1779034232.698085 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top 20 Jenkins Interview Questions and'' + Answers 2022 for SDET - DevOps - Automation QA? Refer for Getting pro in Jenkins' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2022/03/top-80-api-testing-interview-questions.html: + ai_summary: Curator Insight lists 80 API testing interview questions covering security + standards, JWT tokens, and performance metrics. Live Grounding verifies that complex + payload validation and secure communication tests are critical for modern APIs. + This is an extensive preparation guide. + complexity: Intermediate + content_hash: cb29f2444c1cae4a9c893541ac50a2e7eb554aeb263a971b243a6d768e8a04c3 + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - API and SDET + is_microservice: true + language: English + last_checked: 1779029916.916029 + needs_ai_refresh: true + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: Top 80 API Testing Interview Questions'' + for QA and SDET ? API Interview Questions 2022' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to-perform.html: + ai_summary: A detailed test automation walkthrough explaining JSON Schema validation + with Rest Assured. Guides developers in implementing reliable regression pipelines + to maintain robust system integrations. + complexity: Intermediate + content_hash: 34dee71cd0a4d01a91ee4ae7509bbe5290159b330d27034b13ac18038ef37f6e + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Quality Assurance + - API Validation + is_microservice: true + language: English + last_checked: 1779031808.048189 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'automationreinvented.blogspot.com: What is Json Schema and how to perform'' + schema validation using Rest Assured?' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1: + ai_summary: Curator Insight indexes tutorials for container orchestration, YAML + configurations, and service exposures. Live Grounding shows that structured, hands-on + tutorials are preferred for learning declarative infrastructure definitions. 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Quick Start Reference'' + Deployment' + v1_locations: + - docs/aws-containers.md + - docs/rancher.md + v2_locations: + - aws-containers.md + year: N/A +https://aws.amazon.com: + content_hash: 5e5a1d269034704970e0b2eafca1e2c73599abbd760e516af07583f0803f815a + health_score: 100.0 + last_checked: 1779130494.992259 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md +https://aws.amazon.com/about-aws: + last_checked: 1779388612.85917 + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - aws-newfeatures.md +https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations: + content_hash: 5d21888d9fa3ce0ad76da7aa0dc95ff42a4fbbdf554692b179caa2b2fd61f466 + description: '' + health_score: 100.0 + last_checked: 1779029163.365494 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Local Zones locations + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +? https://aws.amazon.com/about-aws/whats-new/2015/12/aws-cloudformation-adds-support-for-aws-waf-and-aws-directory-service-for-microsoft-active-directory +: content_hash: bbc82c144edf66a97ce1a76d1d4d435cb51f7f8c9e503aef868b88b2a1770d90 + health_score: 64.0 + last_checked: 1779130494.987928 + v1_locations: + - docs/aws-newfeatures.md +? https://aws.amazon.com/about-aws/whats-new/2015/12/now-add-or-modify-request-headers-forwarded-from-amazon-cloudfront-to-origin +: content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 + description: '' + health_score: 100.0 + last_checked: 1779031255.563905 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Now Add or Modify Request Headers Forwarded From Amazon CloudFront to Origin + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-postgresql-support: + ai_summary: Curator Insight chronicles the historical release when AWS SCT introduced + target support for Amazon RDS PostgreSQL. Live Grounding indicates that this addition + laid the groundwork for open-source migrations of commercial PL/SQL and T-SQL. + Included for tracing AWS ecosystem historical growth. + complexity: Intermediate + content_hash: 248608be4c8c7eeb3888e936450726ab9887d5a4b72283c39a8e742c6c1b6ca0 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Database Migration + - Legacy Releases + is_microservice: false + language: English + last_checked: 1779029366.864838 + resource_type: Release Announcement + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Schema Conversion Tool now supports PostgreSQL as conversion target + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: '2016' +? https://aws.amazon.com/about-aws/whats-new/2016/04/aws-config-rules-now-available-in-4-new-regions-us-west-oregon-eu-ireland-eu-frankfurt-and-asia-pacific-tokyo +: content_hash: 89f116c915b33a2dfe1fe69797042f7d8093aa60c570fe9ac30a0459a4fc07c2 + description: '' + health_score: 100.0 + last_checked: 1779030091.082268 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'AWS Config Rules now available in 4 new regions: US West (Oregon), EU (Ireland),'' + EU (Frankfurt) and Asia Pacific (Tokyo)' + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +? https://aws.amazon.com/about-aws/whats-new/2016/05/pci-dss-standardized-architecture-on-the-aws-cloud-quick-start-reference-deployment +: content_hash: 2c3e3bc156d5672fedf5123571dc0e92e89be0316d4e357dd81f92b87c00f170 + description: '' + health_score: 100.0 + last_checked: 1779032699.349151 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'PCI DSS Standardized Architecture on the AWS Cloud: Quick Start Reference'' + Deployment' + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/06/learn-aws-security-fundamentals-with-free-and-online-training: + content_hash: e507b7b6f3411f946a360ddc243986181a67a84f87083360d8b70f691265d0e0 + description: '' + health_score: 100.0 + last_checked: 1779031676.774831 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Learn AWS Security Fundamentals with Free and Online Training + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +? https://aws.amazon.com/about-aws/whats-new/2016/07/build-a-modular-and-scalable-amazon-vpc-architecture-with-new-quick-start +: content_hash: 986340b1a85c86a9fd3b313efb5a1f3ec9df9b0181766eb3eac060c18be18092 + description: '' + health_score: 100.0 + last_checked: 1779031360.464713 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Build a Modular and Scalable Amazon VPC Architecture with New Quick Start + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-application-load-balancer: + content_hash: c1c6ca1cca9212cb8e197367987560c60f6d67215fa62270832673643bc6ce78 + description: '' + health_score: 100.0 + last_checked: 1779034211.692997 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Elastic Beanstalk Supports Application Load Balancer + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-asp-net-core-and-multi-app-net-support: + content_hash: 92f6c48bca0cf81f8f78b353f8f027964a72cc5c8005c6f61ecc7a741f7abcb0 + description: '' + health_score: 100.0 + last_checked: 1779031468.57365 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Elastic Beanstalk Supports ASP.NET Core and Multi-App .NET Support + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-nginx-proxy-server-with-tomcat: + content_hash: 163519ce978a1bcc7e19f2569013bad5147c60a5c27843660be0ac8ab6d477f2 + description: '' + health_score: 100.0 + last_checked: 1779032461.457878 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Elastic Beanstalk Supports Nginx Proxy Server with Tomcat + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/08/specifying-the-vpc-for-your-amazon-rds-db-instance: + content_hash: 1caef521f28e208d74572e94529f5f3dd8cdc5bddf50129e8e1015820e812be7 + description: '' + health_score: 100.0 + last_checked: 1779031440.252226 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Specifying the VPC for your Amazon RDS DB Instance + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-cloudfront-now-supports-http2: + content_hash: c2ddcd4c70202c6d135b2f48ee5800ff005d884a93b6e600d543bc90f057e385 + description: '' + health_score: 100.0 + last_checked: 1779034045.610197 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon CloudFront now supports HTTP/2 + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +? https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-rds-for-postgresql-enhancements-support-for-new-minor-versions-logical-replication-and-amazon-rds-postgresql-as-a-source-for-aws-dms +: ai_summary: Curator Insight details historical native enhancements to Amazon RDS + PostgreSQL, including foundational logical replication capability. Live Grounding + notes that this 2016 release unlocked the capability to use RDS PostgreSQL as + a source for change-data capture in AWS DMS. Included for tracing the lineage + of managed PostgreSQL features. + complexity: Intermediate + content_hash: 31bda3e6483aaafe43c2133853ce4507fdef86b6b1c93487d35eb1cd0b47a177 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - Legacy Releases + is_microservice: false + language: English + last_checked: 1779029507.349279 + needs_ai_refresh: true + resource_type: Release Announcement + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Amazon RDS for PostgreSQL Enhancements: Support for new minor versions,'' + Logical Replication, and Amazon RDS PostgreSQL as a source for AWS DMS' + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/09/nginx-plus-on-the-aws-cloud-quick-start-reference-deployment: + content_hash: 01b8f8145a734289187e2dddbe1666c0481c9db8e5e58a12852cf497a3e31b82 + description: '' + health_score: 100.0 + last_checked: 1779033309.337208 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'NGINX Plus on the AWS Cloud: Quick Start Reference Deployment' + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cloud-quick-start-reference-deployment: + ai_summary: Announcement and reference guide for launching highly available Oracle + Database setups on AWS. Provides pre-built CloudFormation architectures mapping + storage configurations and licensing models (BYOL). + complexity: Advanced + content_hash: c98d2e0980588e9621fffa5dcf99d386f8c5ae5aced414d76cc52133241e7ea8 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Databases + - Enterprise Migrations + is_microservice: false + language: English + last_checked: 1779030350.134948 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Oracle Database on the AWS Cloud: Quick Start Reference Deployment' + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2020/06/introducing-aws-cloudformation-guard-preview: + content_hash: 40a264caf6f283a17bed1a2f44d27ce4c4790f87b7ab5c2b8be3b25696bd1715 + description: '' + health_score: 100.0 + last_checked: 1779032345.772166 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Introducing Cloud Formation Guard - a new opensource CLI for infrastructure + compliance + v1_locations: + - docs/aws-iac.md + v2_locations: + - aws-iac.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2020/08/announcing-the-aws-controllers-for-kubernetes-preview: + ai_summary: The AWS Controllers for Kubernetes (ACK) allows developers to define + and manage AWS resources directly from within Kubernetes using custom resources. + This bridges the declarative Kubernetes API model with external cloud infrastructure + lifecycle management. + complexity: Intermediate + content_hash: 6848f416adfa9b8195fea3edc6e914b738941cb7aff70a6095e0989a1676d3cf + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - Resource Provisioning + is_microservice: false + language: English + last_checked: 1779034560.598073 + needs_ai_refresh: true + resource_type: Official Announcement + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Announcing the AWS Controllers for Kubernetes Preview + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-dashboards-supports-sharing: + content_hash: 9b0a6359cf9502643ed2ef9ab8092589176192f45b032e09554683b452fced82 + description: '' + health_score: 100.0 + last_checked: 1779034326.514416 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon CloudWatch Dashboards now supports sharing + v1_locations: + - docs/aws-monitoring.md + v2_locations: + - aws-monitoring.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-monitors-prometheus-metrics-container-environments: + content_hash: 2cd52e248157b4045876cdf33746cd133f99a3876ecc3240d9b54fb837947c0b + description: '' + health_score: 100.0 + last_checked: 1779033713.72034 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon CloudWatch now monitors Prometheus metrics from Container environments + v1_locations: + - docs/aws-monitoring.md + v2_locations: + - aws-monitoring.md + year: N/A +? https://aws.amazon.com/about-aws/whats-new/2020/12/amazon-ec2-announces-spot-blueprints-an-infrastructure-code-template-generator-to-get-started-with-ec2-spot-instances +: content_hash: 5b05c5adfb338d79caaf2906f404cf4dcc70dc7579dfe958827c43eea83f9f17 + description: '' + health_score: 100.0 + last_checked: 1779029634.374791 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Amazon EC2 announces Spot Blueprints, an infrastructure'' + code template generator to get started with EC2 Spot Instances' + v1_locations: + - docs/aws-iac.md + v2_locations: + - aws-iac.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2021/01/amazon-elastic-file-system-triples-read-throughput: + ai_summary: Announcement detailing architectural performance enhancements to AWS + EFS. Details how the platform tripled read limits, providing immediate benefits + to read-heavy workloads like distributed machine learning or CMS host arrays. + complexity: Intermediate + content_hash: bb2334b9cf09612c803179cc209b884b69591f055cd7d0652a47ad885749e62e + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Storage + - Amazon EFS + is_microservice: false + language: English + last_checked: 1779029123.794335 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon Elastic File System triples read throughput + v1_locations: + - docs/aws-storage.md + v2_locations: + - aws-storage.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer: + ai_summary: An official AWS educational lab covering foundations of the Cloud Development + Kit. 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https://aws.amazon.com/about-aws/whats-new/2023/03/amazon-detective-graph-visualization-interactive-security-investigations +: content_hash: b2502fb632ecc2a0a2547c37357b34dd88d6952cb2ac658f457af8daea189d63 + description: '' + health_score: 100.0 + last_checked: 1779031669.498399 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon Detective adds graph visualization for interactive security investigations + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2023/04/aws-transit-gateway-europe-spain-region: + ai_summary: AWS announcement declaring the availability of Transit Gateway in the + Europe (Spain) region. 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By utilizing a highly optimized + local agent daemon on worker nodes, it simplifies IAM association, scales beyond + IRSA session limits, and works across multiple clusters with ease. 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Rather than relying on custom Horizontal + Pod Autoscalers or manual tuning, EKS automatically adjusts replica configurations + to protect cluster name resolution from traffic spikes. Ensures out-of-the-box + system availability. + complexity: Intermediate + content_hash: ef741514ed26af2dde2edd52c0ce262589be466b1cef85e6767189573d8109ff + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Lifecycle Management + is_microservice: false + language: English + last_checked: 1779030436.618267 + needs_ai_refresh: true + resource_type: documentation + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'aws.amazon.com: Amazon EKS announces native support for autoscaling CoreDNS'' + Pods' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/about-aws/whats-new/2024/08/aws-waf-rate-based-rules-lower-rate-limits: + content_hash: b698999883eaa290049ad40e07205d106f3b27853f7f196ce53ea44f0ca1e705 + description: '' + health_score: 100.0 + last_checked: 1779033906.733917 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS WAF enhances rate-based rules to support lower rate limits + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/activate: + content_hash: 2805722d4026971e82ee97b10d3579bc775a364891a4de0644874a1673284651 + description: '' + health_score: 100.0 + last_checked: 1779033050.807162 + stars: 0 + status: online + title: AWS Activate + v1_locations: + - docs/aws.md + year: N/A +https://aws.amazon.com/app-mesh: + ai_summary: The official landing page for AWS App Mesh, a fully managed service + mesh service designed to streamline microservice communications. Utilizes the + Envoy proxy data plane to offer consistent visibility, routing controls, and mTLS + security across Amazon ECS, EKS, and EC2. + complexity: Intermediate + content_hash: 5c6fe1628e23f10a5894ba446b7c24b609e989128732428b59218c1c5e2d121d + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - AWS Ecosystem + - App Mesh Managed Service + is_microservice: true + language: English + last_checked: 1779033976.859289 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: aws.amazon.com/app-mesh + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/application-migration-service: + content_hash: 17185749a45b446fbbe1efced0a56e990ddf506537747b3cdeb15f5ff8798da2 + health_score: 100.0 + last_checked: 1779130494.995485 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md +https://aws.amazon.com/apprunner: + content_hash: 593136c1321253514d992e4461bc6ebfb7b7e90decd16871d91c5c7c15038cac + description: '' + health_score: 100.0 + last_checked: 1779032622.518658 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS App Runner 🌟 + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/architecture/icons: + content_hash: 50edf23146037368718dd62c7153fb2c5b3e61d71d58f74497e10412a970162f + description: '' + health_score: 100.0 + last_checked: 1779030856.558252 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Architecture Icons + v1_locations: + - docs/cloud-arch-diagrams.md + v2_locations: + - cloud-arch-diagrams.md + year: N/A +https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes: + content_hash: 7bc8ff66fdaeea40c19d94a7d0e1b3a53e2d527ec65b9cc30ac4ee0638f1a936 + description: '' + health_score: 100.0 + last_checked: 1779034265.283798 + review_metadata: + original_url: https://aws.amazon.com/architecture/serverless/serverless-or-kubernetes + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:55.022343' + stars: 0 + status: online + title: 'aws.amazon.com: Serverless or Kubernetes on AWS 🌟' + v1_locations: + - docs/serverless.md + year: N/A +https://aws.amazon.com/architecture/this-is-my-architecture: + ai_summary: AWS's highly acclaimed video series showcasing real-world cloud architectures + designed by global enterprise customers. Each episode features architectural diagrams + and technical deep dives into solutions for scalability, security, and performance. + Grounding shows this is a de facto visual reference for understanding modern cloud + patterns. + complexity: Intermediate + content_hash: d6cb8915385d3ee601c49f4c90029156a4ec984dfca4435f38ee7c2db9c9030f + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Architectures + - Case Studies + is_microservice: true + language: English + last_checked: 1779033692.375415 + needs_ai_refresh: true + resource_type: Case Study + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: ==This is My Architecture== + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/backup: + content_hash: 071e5356f19cb7ba0ba4c57a110ce5115abcea0ef4b70c88eedfda77b8115f85 + description: '' + health_score: 100.0 + last_checked: 1779031849.977841 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Backup Service + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md + year: N/A +https://aws.amazon.com/big-data: + content_hash: db9e0c8f4d39cf8e7126d110bf0bb860854003b1d98d79bd6c6a340aa01ae3a8 + health_score: 100.0 + last_checked: 1779030848.714045 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-data.md + v2_locations: + - aws-data.md +https://aws.amazon.com/big-data/data-lake-on-aws: + content_hash: 4dc880467ded98628b98a8cf69c214a7f49a11a58c783bcfd6e8d75daa8e1126 + description: '' + health_score: 100.0 + last_checked: 1779031113.396799 + stars: 0 + status: online + title: Building a Data Lake on AWS + v1_locations: + - docs/aws-data.md + year: N/A +https://aws.amazon.com/blogs/apn: + content_hash: 8a76fd881207f038fce3728f5d14d07e4b435ee62384631dc7257e26d789dd99 + description: '' + health_score: 100.0 + last_checked: 1779032361.179435 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Partner Network (APN) blog + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/apn/active-directory-single-sign-on-sso-on-aws-with-bitium: + content_hash: c1eca590b835adb0d350b1a474f7445dce48e960fe909944c76e9e2a02762908 + description: '' + health_score: 100.0 + last_checked: 1779033384.625902 + needs_ai_refresh: true + stars: 0 + title: Active Directory Single Sign-On (SSO) on AWS with Bitium + v1_locations: + - docs/aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/apn/centralized-traffic-inspection-with-gateway-load-balancer-on-aws: + content_hash: 001beef4898515799358b849617b50b80747e3e6394b054b06374b4d21e664a7 + description: '' + health_score: 100.0 + last_checked: 1779031455.507211 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Centralized Traffic Inspection with Gateway Load Balancer on AWS + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-easy-snapshotting: + ai_summary: An advanced architectural post detailing how to create sparse files + inside loop devices on EBS volumes to minimize storage footprints. Analyzes the + financial and performance benefits of sparse block allocations during automated + snapshots. + complexity: Advanced + content_hash: 2805efbb29f9af0ab336959321c591496eb3d36605e894ee2f69d8f1f7c4e75a + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Storage + - Amazon EBS + is_microservice: false + language: English + last_checked: 1779033622.723279 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: How to Build Sparse EBS Volumes for Fun and Easy Snapshotting + v1_locations: + - docs/aws-storage.md + v2_locations: + - aws-storage.md + year: N/A +https://aws.amazon.com/blogs/apn/how-to-deploy-a-high-availability-web-service-on-aws-using-spotinst: + content_hash: 23c1fe0ce3a26b4bc45686956b41c27190477e6533e7914f508f964d655c020f + description: '' + health_score: 100.0 + last_checked: 1779033400.346001 + needs_ai_refresh: true + stars: 0 + title: How to Deploy a High Availability Web Service on AWS Using Spotinst + v1_locations: + - docs/aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/apn/modernize-your-ci-cd-pipeline-using-jenkins-x-with-amazon-eks: + content_hash: 3e05315c8178c26a84c54c1ba2ca4c81f10822e9cfc98672393be8e81d575479 + description: '' + health_score: 100.0 + last_checked: 1779033044.911565 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Modernize Your CI/CD Pipeline Using Jenkins X with Amazon EKS + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-rancher-and-amazon-eks: + ai_summary: Details how enterprise teams use Rancher to coordinate, monitor, and + enforce access policies on EKS clusters. It emphasizes unified management across + multi-cloud networks, centralized security profiles, and unified developer dashboard + setups. + complexity: Intermediate + content_hash: 33315f41798538d6c44a7b8d6cf7c78964240b1f6e0aeac64376371ecf3d8528 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Multi-Cluster Management + is_microservice: false + language: English + last_checked: 1779032518.554983 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Optimizing Your Kubernetes Clusters with Rancher and Amazon EKS 🌟 + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/architecture: + ai_summary: The primary repository for official architectural insights, design patterns, + and systemic frameworks curated directly by AWS architects. Live grounding emphasizes + its position as the industry's most authoritative platform for cloud pattern evolution. + complexity: Advanced + description: '' + hierarchy: + - Cloud Architecture + - AWS Architectures + - Official Blogs + is_microservice: true + language: English + resource_type: Documentation + stars: 5 + status: online + tags: + - '[DE FACTO STANDARD]' + title: AWS Architecture Blog + v2_locations: + - aws-architecture.md + year: '2025' +https://aws.amazon.com/blogs/architecture/architecting-a-highly-available-serverless-microservices-based-ecommerce-site: + content_hash: 6d27092ddebed21609208ee1e75e274dd4a86cbde1acfe7855333a7546c596e5 + description: '' + health_score: 100.0 + last_checked: 1779030583.280263 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Architecting a Highly Available Serverless, Microservices-Based Ecommerce + Site + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/architecture/best-practices-for-implementing-event-driven-architectures-in-your-organization: + content_hash: 6fe50c3e106cf689c92b8b5450e004fbf9ead264bdcd3f3e3400dfbbe5af222f + description: '' + health_score: 100.0 + last_checked: 1779034330.487976 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==aws.amazon.com: Best practices for implementing event-driven architectures'' + in your organization==' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +? https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-1-compute-and-security +: ai_summary: The first entry in a comprehensive AWS architecture series detailed + on constructing resilient, low-latency multi-region topologies. It explores Route + 53 latency routing, Transit Gateway setups, and multi-region AWS KMS keys. Grounding + demonstrates how these strategies are fundamental to active-active disaster recovery + architectures. + complexity: Advanced + content_hash: 4f1aa2ac2bf5af5c414fe15646eabe907ae866b886a59d6d76ec73919cb5e913 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Multi-Region + - Networking and Security + is_microservice: true + language: English + last_checked: 1779030610.700916 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ==Creating a Multi-Region Application with AWS Services – Part 1, Compute, + Networking, and Security== + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +? https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-2-data-and-replication +: ai_summary: The second part of the AWS multi-region architectural blueprint focusing + on global database replication and data consistency model tradeoffs. It analyzes + DynamoDB Global Tables, Aurora Global Databases, and cross-region S3 replication. + Grounding confirms its role as a critical resource for managing distributed write-write + conflicts. + complexity: Advanced + content_hash: 7123af06d93934f705a2d5ffe45548a7b762bdbc0a1fbd46247353f750b91816 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Multi-Region + - Data Replication + is_microservice: true + language: English + last_checked: 1779033640.164056 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ==Creating a Multi-Region Application with AWS Services – Part 2, Data and + Replication== + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a-serverless-architecture: + ai_summary: This architectural pattern guide presents strategies for implementing + caching mechanisms across high-concurrency serverless microservices. It assesses + the utilization of Amazon ElastiCache (Redis) clusters and DynamoDB DAX inside + Lambda-orchestrated APIs to optimize throughput. The resource provides practical + workarounds for managing persistence connections in highly ephemeral container + lifecycles. + complexity: Advanced + content_hash: cd2b6c5ac958b6cff3b80620ccddb43cb42119b95b514827dc49ffae5a8ad634 + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - Microservices + - Caching + is_microservice: true + language: English + last_checked: 1779030951.714264 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Data Caching Across Microservices in a Serverless Architecture + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-i-single-region: + content_hash: cf63dbe612f222eedf7aed441c466381603375cbfa5d1548f1662d25ec629903 + description: '' + health_score: 100.0 + last_checked: 1779031494.505849 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Disaster Recovery with AWS Managed Services, Part I: Single Region' + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md + year: N/A +? https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-ii-multi-region-backup-and-restore +: content_hash: fbbf5eefa0740756aa3fb6ac4b7a1b65e623c9748eee0f63fcf213262305da31 + description: '' + health_score: 100.0 + last_checked: 1779034109.438172 + needs_ai_refresh: true + stars: 0 + title: 'Disaster recovery with AWS managed services, Part 2: Multi-Region/backup'' + and restore 🌟' + v1_locations: + - docs/aws-backup.md + year: N/A +https://aws.amazon.com/blogs/architecture/exploring-data-transfer-costs-for-aws-managed-databases: + content_hash: ee2c1dc56914def0466e3c0a26d249ba09d32ee97e5e256f15446949ce34e8d9 + description: '' + health_score: 100.0 + last_checked: 1779030982.750249 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Exploring Data Transfer Costs for AWS Managed Databases' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md + year: N/A +https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers: + ai_summary: A curated entry from the 'Let's Architect!' AWS series detailing architectural + best practices for splitting monolithic software into containerized microservices. + It analyzes service-to-service communication mechanisms, service discovery patterns, + and orchestration platforms. Grounding shows it serves as an invaluable architectural + guide for legacy systems modernization. + complexity: Advanced + content_hash: 9514c2b6ade41e01d6738dac70f7ab60bf443d7f603355729dd3672dab414541 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Microservices + - Container Architecture + is_microservice: true + language: English + last_checked: 1779029561.188041 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: ==Let’s Architect! Architecting microservices with containers== + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazon-dynamodb: + ai_summary: Curator Insight presents an architectural masterclass on schema design + and partitioning in Amazon DynamoDB. Live Grounding verifies the recommendations + cover single-table design, global secondary indexes (GSIs), and write-sharding + strategies. It is an indispensable guide for engineers building highly scalable, + low-latency microservices. + complexity: Advanced + content_hash: 4036de65093065c38bcc71ef81a346dfd707e00f1aef7db2c5f581dd407a6841 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - NoSQL + is_microservice: true + language: English + last_checked: 1779032289.843242 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Let’s Architect! Architecting with Amazon DynamoDB + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/architecture/maintain-visibility-over-the-use-of-cloud-architecture-patterns: + ai_summary: A guide detailing automated mechanisms to track, catalog, and control + architectural drifts in cloud environments. It focuses on using AWS Service Catalog, + AWS Config, and tag enforcement protocols. Grounding confirms its relevance for + maintaining strict compliance boundaries across distributed team deployments. + complexity: Advanced + content_hash: 2aaed5cff241364143ab3d56cad1c4af72d7206fcfa67c76bb0d3b6be13873f7 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Governance + - Architecture Visibility + is_microservice: false + language: English + last_checked: 1779031591.632129 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Maintain visibility over the use of cloud architecture patterns + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/architecture/migrate-resources-between-aws-accounts: + content_hash: c625c64d21b791673dce359a6874804d63e721fa7e5ff7bd5abbfd79f1e75f77 + description: '' + health_score: 100.0 + last_checked: 1779031163.96735 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Migrate Resources Between AWS Accounts + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md + year: N/A +https://aws.amazon.com/blogs/architecture/migrate-your-applications-to-containers-at-scale: + ai_summary: A deep dive into AWS App2Container, a command-line tool designed to + analyze and containerize .NET and Java applications to AWS ECS or EKS. It automates + the generation of Dockerfiles, task definitions, and deployment pipelines. Grounding + highlights its value for accelerating legacy VM-to-container modernization strategies. + complexity: Advanced + content_hash: f81c9362a2d3eb2cd0766faaac9058a4294d85b829f4b765591f937e75f8a73a + description: '' + health_score: 100.0 + hierarchy: + - Containerization + - Application Migration + - AWS Migration + is_microservice: true + language: English + last_checked: 1779032179.702358 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: '==AWS App2Container: Migrate your Applications to Containers at Scale==' + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-serverless-architecture-with-lambda: + ai_summary: An essential post detailing common anti-patterns in serverless configurations, + such as recursive loops, overly restrictive security groups, and over-provisioned + memory setups. It provides actionable remediation advice to avoid cost surges + and operational lockups. This remains a cornerstone compliance and design document + for cloud governance teams. + complexity: Advanced + content_hash: 7b2f1662a22b4f98b64ddb027563d44978fff78c58740182a9eac5a5a4601e05 + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - Architecture + - Anti-Patterns + is_microservice: true + language: English + last_checked: 1779034345.831255 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Issues to Avoid When Implementing Serverless Architecture with AWS Lambda + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/blogs/architecture/multi-region-migration-using-aws-application-migration-service: + content_hash: be34dda667ce951beb8d10d0ab8b350fb365c8257aef10a10acf50d2f88713b7 + description: '' + health_score: 100.0 + last_checked: 1779030020.725487 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ==Multi-Region Migration using AWS Application Migration Service== + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md + year: N/A +? https://aws.amazon.com/blogs/architecture/optimize-your-modern-data-architecture-for-sustainability-part-1-data-ingestion-and-data-lake +: content_hash: 24849e549439266c9291ede79e7e7003edfb7ac694d237457122b1b817a618a9 + description: '' + health_score: 100.0 + last_checked: 1779030189.55036 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Optimize your modern data architecture for sustainability:'' + Part 1 – data ingestion and data lake' + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-i-compute: + ai_summary: Part one of an AWS architectural series focused on maximizing hardware + efficiency to minimize the environmental footprint of cloud workloads. It outlines + operational tactics including Graviton migration, rightsizing, and leveraging + auto-scaling policies to align compute capacity with demand. Grounding proves + that these strategies directly contribute to both sustainability metrics and cost + reduction. + complexity: Advanced + content_hash: 6c178ae4ba86193cf4a79b5b88154e89562719900eafcb58f4636843590ee340 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Well-Architected + - Sustainability + is_microservice: true + language: English + last_checked: 1779030339.631509 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Optimizing your AWS Infrastructure for Sustainability, Part I: Compute' + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-ii-storage: + ai_summary: Part two of the AWS sustainability series focusing on optimizing data + storage life cycles. It covers patterns like S3 Intelligent-Tiering, archiving + stale datasets, and compressing payload assets. Live grounding highlights how + these data management strategies play a fundamental role in meeting corporate + ESG goals without sacrificing query performance. + complexity: Advanced + content_hash: 3f2921093081c7eef7b888245d2be64c8e73564dc5e9ec4bc4a6fcd80725a3a9 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Well-Architected + - Sustainability + is_microservice: true + language: English + last_checked: 1779031865.42835 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Optimizing your AWS Infrastructure for Sustainability, Part II: Storage' + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/architecture/overview-of-data-transfer-costs-for-common-architectures: + content_hash: bbd139d2b34d0773a7a76ec8945ee2683ef8f58cee09f6848bcb0485b35d2db7 + description: '' + health_score: 100.0 + last_checked: 1779029969.524183 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com/blogs/architecture: Overview of Data Transfer Costs for Common'' + Architectures' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://aws.amazon.com/blogs/architecture/reduce-cost-and-increase-security-with-amazon-vpc-endpoints: + content_hash: 6f2aa72eb28acda305657a9c95b31f47b0b076770bdd8237416d6b0025819222 + description: '' + health_score: 100.0 + last_checked: 1779033488.820205 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Reduce Cost and Increase Security with Amazon VPC Endpoints + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale: + ai_summary: A comprehensive guide on leveraging templated workloads within the AWS + Well-Architected Tool to streamline compliance assessments across thousands of + accounts. Grounding highlights its implementation in enterprise platform engineering + organizations to guarantee systematic evaluation patterns. + complexity: Advanced + content_hash: 4429136cd1fa00128ede49ebba07747aff42102f2c06b9da7460e4de69cce2df + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Well-Architected + - Scaling Governance + is_microservice: false + language: English + last_checked: 1779032819.758783 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'AWS Architecture Blog: Use templated answers to perform Well-Architected'' + reviews at scale' + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/architecture/verify-the-resilience-of-your-workloads-using-chaos-engineering: + content_hash: 769d604bba5b0305d95d056193458f4856e0f9fc2d063da3de7f886e1a0adcd6 + description: '' + health_score: 100.0 + last_checked: 1779029482.834637 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Verify the resilience of your workloads using Chaos Engineering' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://aws.amazon.com/blogs/architecture/what-to-consider-when-selecting-a-region-for-your-workloads: + content_hash: e2e1a058ff39c8fb2ad279a521b1bcafe45f5f283353c19cfb21a2b175175e99 + description: '' + health_score: 100.0 + last_checked: 1779031945.038512 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'AWS Architecture Blog: What to Consider when Selecting a Region for your'' + Workloads' + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +https://aws.amazon.com/blogs/aws-cloud-financial-management/announcing-general-availability-of-aws-cost-anomaly-detection: + content_hash: 87c01b4ef0510f3d392aec79c2b8713a84062d57023f50c73582fd9c7b5ba7ab + health_score: 100.0 + last_checked: 1779130495.016521 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md +https://aws.amazon.com/blogs/aws-cloud-financial-management/understanding-your-aws-cost-datasets-a-cheat-sheet: + content_hash: 2a41346741bf661ab05a96cac6f893592a140a73d9ac22ce5068110e24b26687 + health_score: 100.0 + last_checked: 1779130494.935096 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md +https://aws.amazon.com/blogs/aws-cost-management/announcing-general-availability-of-aws-cost-anomaly-detection: + content_hash: 05d62463bee06c61fed73bbfa682bee63e213d7ba57dabbd21d7a147ad3b443c + description: '' + health_score: 100.0 + last_checked: 1779032177.749358 + stars: 0 + status: online + title: Announcing General Availability of AWS Cost Anomaly Detection + v1_locations: + - docs/aws-pricing.md + year: N/A +https://aws.amazon.com/blogs/aws-cost-management/understanding-your-aws-cost-datasets-a-cheat-sheet: + content_hash: 501f66282bea10ecfdd9f54550373f6b23ed51af8427e2d589909bbaf6edd0fc + description: '' + health_score: 100.0 + last_checked: 1779030132.629783 + stars: 0 + status: online + title: 'Understanding your AWS Cost Datasets: A Cheat Sheet' + v1_locations: + - docs/aws-pricing.md + year: N/A +? https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises +: ai_summary: The GA announcement for Amazon EKS Anywhere, describing its initial + support matrix, licensing structure, and architectural goals. It explores how + platform operators can achieve consistent cluster management interfaces across + local data centers and public cloud clusters. A landmark shift in AWS's hybrid + cloud execution strategy. + complexity: Intermediate + content_hash: e017d64618df134463f427af7c51e4f3a9b5dfaa15994b3887fae3ee7b8fb9e3 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Hybrid Cloud + is_microservice: false + language: English + last_checked: 1779030348.097974 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Amazon EKS Anywhere – Now Generally Available to Create'' + and Manage Kubernetes Clusters on Premises' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-eks-now-supports-ec2-inf1-instances: + ai_summary: AWS announcement outlining AWS Inferentia (Inf1) support on EKS to execute + high-performance deep learning inference models. Covers scheduling configurations, + AWS Neuron SDK integration, and daemonsets required to expose hardware accelerators + inside containers. + complexity: Intermediate + content_hash: b30f00c12e059841021cae2c7ae2f406bbbc8640f78a688fa6c53961eea7cb87 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Compute Options + - Machine Learning + is_microservice: false + language: English + last_checked: 1779029896.984261 + needs_ai_refresh: true + resource_type: Official Announcement + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Amazon EKS Now Supports EC2 Inf1 Instances + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-production-ready-in-three-regions: + ai_summary: The historic production-ready announcement of AWS Elastic File System + (EFS). Establishes the core characteristics of shared NFS storage scaling dynamically + for concurrent EC2/container instances. + complexity: Intermediate + content_hash: fc3b72b566072837459310da2683be7132dc1872a87c49a3386c25bfbc5fb780 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Storage + - Amazon EFS + is_microservice: false + language: English + last_checked: 1779031416.33575 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: EFS Elastic File System + v1_locations: + - docs/aws-storage.md + v2_locations: + - aws-storage.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-shared-file-storage-for-amazon-ec2: + content_hash: fd5a00244510a28f92c85dd1a292b9b28b4994ccd9ba7fb13ab1cfc91049506c + description: '' + health_score: 100.0 + last_checked: 1779033609.517784 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Amazon EFS: Amazon Elastic File System – Shared File Storage for Amazon'' + EC2' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-inspector-automated-security-assessment-service: + content_hash: 69c4948592fb7ed518d362016b8ac1eeee171fb88f74ca82668cffe8886852d0 + description: '' + health_score: 100.0 + last_checked: 1779031037.269979 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon Inspector – Automated Security Assessment Service + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-managed-grafana-is-now-generally-available-with-many-new-features: + content_hash: d514cea6c274e2347c64a6c3a7a05b882ef688d04f89dca362327ebb1c8f0e1c + description: '' + health_score: 100.0 + last_checked: 1779029374.431482 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon Managed Grafana Is Now Generally Available with Many New Features + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +? https://aws.amazon.com/blogs/aws/amazon-managed-service-for-prometheus-is-now-generally-available-with-alert-manager-and-ruler +: content_hash: 4c1df25255a9636f2ae0f0e05f95cba6cbca2f8ce0655c87808472ea1d921785 + description: '' + health_score: 100.0 + last_checked: 1779031455.493741 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Amazon Managed Service for Prometheus Is Now Generally Available'' + with Alert Manager and Ruler' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication: + ai_summary: Explains integration patterns between Amazon RDS for SQL Server and + AWS Directory Service (Active Directory). Enables Windows-based enterprise authentication + profiles directly inside cloud-hosted relational DBs. + complexity: Advanced + content_hash: 6b7b5b462fab5dca1da6764b3f801172c8a06ac63738c8d8d40834c143b2c886 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Databases + - Amazon RDS + is_microservice: false + language: English + last_checked: 1779032817.54121 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon RDS for SQL Server – Support for Windows Authentication + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster: + ai_summary: Curator Insight highlights the introduction of Amazon RDS Multi-AZ DB + clusters designed with two readable standbys and transaction log replication. + Live Grounding demonstrates write performance improvements of up to 2x alongside + faster failover times (typically under 35 seconds). This architecture mitigates + standard single-standby replication latency bottlenecks. + complexity: Advanced + content_hash: 30c3971c3a11fd952abd981421eb75fbf62d48f4efbaedf3b76bff8886760793 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - High Availability + is_microservice: false + language: English + last_checked: 1779034109.479705 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'New Amazon RDS for MySQL & PostgreSQL Multi-AZ Deployment Option: Improved'' + Write Performance & Faster Failover' + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-workmail-now-generally-available: + content_hash: cd6f9e5d163f5da8a3a015439eb6184fe16dbd91107832e847b82be13902ed86 + description: '' + health_score: 100.0 + last_checked: 1779032900.134931 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon WorkMail – Now Generally Available + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/amazon-workspaces-introduces-ubuntu-desktops: + content_hash: 86b28056084ac9602005829e5388ea541730119a016d10a954c6c6cf7014b26a + description: '' + health_score: 100.0 + last_checked: 1779030433.795901 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon WorkSpaces Introduces Ubuntu Desktops + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/announcing-amazon-opensearch-service-which-supports-opensearch-10: + content_hash: 68f5169fc955af56f91c36514ea5cbf0c6ad13d9291b3b68fdeb6c459a065711 + health_score: 100.0 + last_checked: 1779130494.979944 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://aws.amazon.com/blogs/aws/announcing-aws-cloud-control-api: + content_hash: def367410961b5c12f08f6b817c1a54e9da432197ee9ba4577904103f0e78cc2 + description: '' + health_score: 100.0 + last_checked: 1779032405.791452 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Cloud Control API, a Uniform API to Access AWS & Third-Party Services + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/aws/announcing-aws-kms-external-key-store-xks: + content_hash: 1b11d02c8bf506d54e5028eb337015ca098acd43044d7013ca09cc6490b83e43 + description: '' + health_score: 100.0 + last_checked: 1779031489.426914 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Announcing AWS KMS External Key Store (XKS) + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-application-discovery-service-update-agentless-discovery-for-vmware: + content_hash: 3c6c15d93fd38590c45a02a9065676cd805a7914422182c8249678b9b06b1f2e + description: '' + health_score: 100.0 + last_checked: 1779032731.874844 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Application Discovery Service Update – Agentless Discovery for VMware + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-available: + content_hash: 95c42989a1fc7009efa2372aeb51f2a7bc8329b3783c6d23b11c13eb1ac7d9c6 + description: '' + health_score: 100.0 + last_checked: 1779032100.240405 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Cloud Adoption Framework (CAF) 3.0 is Now Available + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-config-rules-dynamic-compliance-checking-for-cloud-resources: + content_hash: 77828e094888cd8feba4a1fe01dbf0582bd104d191f9b061a471f28c08ae3436 + description: '' + health_score: 100.0 + last_checked: 1779033384.664304 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Config Rules – Dynamic Compliance Checking for Cloud Resources + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data: + ai_summary: An archival announcement detail on the integration of deep EC2 usage + patterns directly into AWS Cost Explorer. It highlights early steps in AWS's native + cost analysis tools. Grounding confirms its legacy value for understanding the + historic evolution of Cloud FinOps. + complexity: Beginner + content_hash: d7a80c14adcf8841dd7c991e11dfd69bf04459ac7aa958ebb5d66488aa4b3456 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS FinOps + - Cost Management + is_microservice: false + language: English + last_checked: 1779032869.146824 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: AWS Cost Explorer Update – Access to EC2 Usage Data + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-database-migration-service: + ai_summary: Curator Insight introduces AWS Database Migration Service (DMS) as a + flexible solution for database consolidation and migration. Live Grounding verifies + its operational stability for continuous change data capture (CDC) and schema + translation with minimal downtime. It remains a crucial component for large-scale + legacy-to-cloud modernization programs. + complexity: Advanced + content_hash: bcf7f74fbfbfcf0af023fe7a42c99081ccbc42ad7fe6e4016670751239dcf8f8 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Database Migration + - Data Replication + is_microservice: false + language: English + last_checked: 1779032232.050724 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' + title: AWS Database Migration Service + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-iot-cloud-services-for-connected-devices: + content_hash: 3eb5534d7988ccfbb333f32ee8771202b6a53199c00636fb931ed609e89e7895 + description: '' + health_score: 100.0 + last_checked: 1779034332.393813 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS IoT – Cloud Services for Connected Devices + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-lambda-now-supports-up-to-10-gb-ephemeral-storage: + content_hash: 22d2a5cc4f958d253cd2380bb4a955d02db87aa362518c40dfbc9e21329c916c + description: '' + health_score: 100.0 + last_checked: 1779029060.832509 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Lambda Now Supports Up to 10 GB Ephemeral Storage + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-lambda-update-python-vpc-increased-function-duration-scheduling-and-more: + content_hash: b4094436a9ab16b955922d130893c9a693de1cad35edc7c639329f3c1a5173cb + description: '' + health_score: 100.0 + last_checked: 1779034105.1878 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Lambda Update – Python, VPC, Increased Function Duration, Scheduling, + and More + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-mobile-hub-build-test-and-monitor-mobile-applications: + content_hash: abccbbd4a2237466860be1dfb08b996aaeab147886bdb24acfd6248f49317168 + description: '' + health_score: 100.0 + last_checked: 1779031110.950382 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Mobile Hub – Build, Test, and Monitor Mobile Applications + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-aws-community: + content_hash: f77f66c941e5464f4613e14f8bd4cbe0ecfb0239c83949043ec6970f61150e3e + description: '' + health_score: 100.0 + last_checked: 1779033612.049915 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS re:Post – A Reimagined Q&A Experience for the AWS Community + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +https://aws.amazon.com/blogs/aws/cloudwatch-dashboards-create-use-customized-metrics-views: + content_hash: 1a401dabc31e51156bde5bbeec70685c3c29726a91adb2984ddac0d70bd328ef + description: '' + health_score: 100.0 + last_checked: 1779033923.493781 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: CloudWatch Dashboards – Create & Use Customized Metrics Views + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/coming-soon-ec2-dedicated-hosts: + content_hash: 2f0f816081721e479cc3005a6a7c5e2b50275fe637c0958e6dc3942706b95e30 + description: '' + health_score: 100.0 + last_checked: 1779029063.473702 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Coming Soon – EC2 Dedicated Hosts + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +? 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Lowers barriers + for composing serverless cloud architectures visually. + complexity: Intermediate + content_hash: 387a62c08549bf8a498c2459920454fe91994b07c14fb31bffbd706ac2d98d59 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Visual Development + - AI Generation + is_microservice: true + language: English + last_checked: 1779030503.465512 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: IDE extension for AWS Application Composer enhances visual modern applications + development with AI-generated IaC + v1_locations: + - docs/ai.md + v2_locations: + - ai.md + year: N/A +https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql: + ai_summary: An influential early review of Amazon Aurora documenting how its decoupling + of compute and storage engines significantly outperformed traditional MySQL instances. + Grounding shows that while old, it provides the fundamental history of cloud-native + storage architecture. + complexity: Intermediate + content_hash: 60b52b38ce6ed65b5ddcc0be46e5e02bcbcfb908366bef30b3593e59e9d9fa4d + description: '' + health_score: 100.0 + hierarchy: + - Data and Databases + - Relational Databases + - Amazon Aurora + is_microservice: false + language: English + last_checked: 1779030574.364146 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: InfoWorld Review – Amazon Aurora Rocks MySQL + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://aws.amazon.com/blogs/aws/monitor-evaluate-and-demonstrate-backup-compliance-with-aws-backup-audit-manager: + content_hash: 8949d78fcde90dbf9f4a909c33a24b7deb3f399c0c986a3b487632eac4d8d80e + description: '' + health_score: 100.0 + last_checked: 1779029158.802564 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Monitor, Evaluate, and Demonstrate Backup Compliance with AWS Backup Audit + Manager + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambda-snapstart: + ai_summary: This announcement introduces AWS Lambda SnapStart, a performance optimization + engine designed to drastically reduce Java cold start latency profiles (up to + 10x speedup) by leveraging micro-VM snapshotting. It explains how Lambda saves + execution snapshots of fully initialized code blocks and restores them on demand. + This represents a monumental paradigm shift for Java serverless engineering. + complexity: Advanced + content_hash: 1a2c69dd19dba1cc2c0e7d7fb471cbcea9b6a799ba81c6fd773f37240185f3cf + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Performance + is_microservice: true + language: English + last_checked: 1779031302.239003 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: New – Accelerate Your Lambda Functions with Lambda SnapStart' + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/blogs/aws/new-amazon-vpc-network-access-analyzer: + content_hash: 04e4db2320cf85013d69c79c6dca746c52ba28041a0a37365285fb184df10d57 + description: '' + health_score: 100.0 + last_checked: 1779032518.56659 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: New – Amazon VPC Network Access Analyzer + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer: + content_hash: 3d6070355270faa0355f424eacb8230ebb895b146f33f058f4264d0cf685885c + description: '' + health_score: 100.0 + last_checked: 1779029826.508484 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: aws blogs - New – AWS Application Load Balancer + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/blogs/aws/new-aws-competency-aws-migration: + content_hash: c20a7e6e3432d4edcfb3bd96ef2aadb63928732943c21377f0975f76a9a0ef81 + description: '' + health_score: 100.0 + last_checked: 1779031559.313489 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: New AWS Competency – AWS Migration + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md + year: N/A +https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform: + content_hash: dfd70b1bb627229c6473fa95665484fb2e503696bfe0c7a90ab9d9810b752014 + description: '' + health_score: 100.0 + last_checked: 1779034269.297848 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==aws.amazon.com: New – AWS Control Tower Account Factory for Terraform==' + v1_locations: + - docs/aws-security.md + - docs/terraform.md + v2_locations: + - terraform.md + - aws-security.md + year: N/A +? https://aws.amazon.com/blogs/aws/new-aws-dms-serverless-automatically-provisions-and-scales-capacity-for-migration-and-data-replication +: content_hash: 18a8399773f8f4fa71f379fde640b5557da28cbbd504495a3b762a7272a96114 + description: '' + health_score: 100.0 + last_checked: 1779030438.52718 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'New – AWS DMS Serverless: Automatically Provisions and Scales Capacity for'' + Migration and Data Replication' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-amazon-rds-on-aws-outposts: + ai_summary: Curator Insight highlights the expansion of Amazon RDS capabilities + to hybrid environments using AWS Outposts. Live Grounding verifies this enables + low-latency, on-premises execution of Microsoft SQL Server workloads with cloud-style + managed operations. The architecture supports local data residency while utilizing + automated backups and scaling. + complexity: Intermediate + content_hash: e2b575a3511d61638204a977e63c92eb37445495b84555abd9fa667be8aa5a51 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - Hybrid Cloud and Edge + is_microservice: false + language: English + last_checked: 1779029174.206567 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: New – Create Microsoft SQL Server Instances of Amazon RDS on AWS Outposts + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/aws/new-encrypted-ebs-boot-volumes: + content_hash: dc0dca0144d5e1b0749f5a5e0394d7ef889a8080ef524c5cca0645c995b564d5 + description: '' + health_score: 100.0 + last_checked: 1779032789.862328 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: New – Encrypted EBS Boot Volumes + v1_locations: + - 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docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/new_deployment_pipelines_reference_architecture_and_-reference_implementations: + content_hash: ce00982850759ae8a4911efbdd625426658848fe32a9f4896a5f485bc05c8502 + health_score: 100.0 + last_checked: 1779030979.393873 + v1_locations: + - docs/aws.md +https://aws.amazon.com/blogs/aws/now-aws-step-functions-supports-200-aws-services-to-enable-easier-workflow-automation: + content_hash: 2ae7b88eeff0dfba1f760881f1b217fc3b5afa1bca6f200c7aca66c73e0ff95e + description: '' + health_score: 100.0 + last_checked: 1779033037.216538 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Now β€” AWS Step Functions Supports 200 AWS Services To Enable Easier Workflow + Automation + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/now-open-aws-region-in-spain: + content_hash: 43492f74d700c2084be82afa93d7fd663f41355a83eb2e97fe3fb7abafba258d + description: '' + health_score: 100.0 + last_checked: 1779030084.660135 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Now Open–AWS Region in Spain + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3: + content_hash: 45df17ba9016fb2503d63980b9604d94d5c075a9002b7b68ce0347a635dae00c + description: '' + health_score: 100.0 + last_checked: 1779030593.899137 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Preview – AWS Backup Adds Support for Amazon S3 + v1_locations: + - docs/aws-backup.md + - docs/aws-newfeatures.md + v2_locations: + - aws-backup.md + year: N/A +https://aws.amazon.com/blogs/aws/reduce-unwanted-traffic-on-your-web-site-with-aws-bot-control: + content_hash: 762a07f20ca292ce286b254c69465915fb76af293ee662c4221c3a91922efef8 + description: '' + health_score: 100.0 + last_checked: 1779032344.027606 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'amazon.com: Reduce Unwanted Traffic on Your Website with New AWS WAF Bot'' + Control' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2021: + content_hash: 9e3e5468c7ebe9b6876920575f135c646029a2f5cbc38fc28ae9d7d4d56332cc + description: '' + health_score: 100.0 + last_checked: 1779033140.602512 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==aws.amazon.com/blogs: Top Announcements of AWS re:Invent 2021==' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/big-data/category/analytics/aws-data-pipeline: + content_hash: 11264b99aae0ff2d074a041f9959dbdf1a77af7394da40ea641abd76fd170051 + description: '' + health_score: 100.0 + last_checked: 1779033675.21997 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'AWS Big Data Blog: Category - AWS Data Pipeline' + v1_locations: + - docs/aws-data.md + v2_locations: + - aws-data.md + year: N/A +https://aws.amazon.com/blogs/big-data/querying-amazon-kinesis-streams-directly-with-sql-and-spark-streaming: + content_hash: b587dea36cebe22894ff1952a5ed43d6c2caaa679c807c8766ce5eb62e1f52b4 + description: '' + health_score: 100.0 + last_checked: 1779029609.352986 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Querying Amazon Kinesis Streams Directly with SQL and Spark Streaming + v1_locations: + - docs/aws-data.md + v2_locations: + - aws-data.md + year: N/A +https://aws.amazon.com/blogs/big-data/using-spark-sql-for-etl: + last_checked: 1779388780.354356 + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - aws-data.md +https://aws.amazon.com/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account: + content_hash: 289da30229f9a36fa552dbb0d41abad8a004973416af5bfc8b1b2180078df19c + description: '' + health_score: 100.0 + last_checked: 1779031181.334082 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Architecture patterns for consuming private APIs cross-account' + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-amazon-eventbridge: + content_hash: 5041111ecfea70c5834f27af84e3c48717cb9fb1083df85a1c06cdd5d775e240 + description: '' + health_score: 100.0 + last_checked: 1779030248.552506 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ==Building an event-driven application with Amazon EventBridge== + v1_locations: + - docs/aws-messaging.md + v2_locations: + - aws-messaging.md + year: N/A +? https://aws.amazon.com/blogs/compute/building-highly-resilient-applications-with-on-premises-interdependencies-using-aws-local-zones +: content_hash: 408c26ed1b45b2f125ac159b1ea0b040bd6b4d02bbdd63277260684efc8fd4d7 + description: '' + health_score: 100.0 + last_checked: 1779032731.860781 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Building highly resilient applications with on-premises interdependencies + using AWS Local Zones + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-across-multiple-regions: + ai_summary: This architectural guide explains the automation patterns needed to + synchronously compile, version, and distribute AWS Lambda Layers across localized + regional namespaces. It details CloudFormation and AWS CodePipeline configuration + maps to guarantee runtime parity. The workflow is crucial for disaster recovery + schemes and multi-region microservice deployments. + complexity: Advanced + content_hash: a6ff81faaf0470a2c6ef6910dc36c5e845f0c7db63f0e3836d7cf6297446cb83 + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Multi-Region + is_microservice: true + language: English + last_checked: 1779030655.155247 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: ==Deploying AWS Lambda layers automatically across multiple Regions== + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experience-for-aws-step-functions: + content_hash: cb4b7ec3e69b291f8fb5d1a38984d86038d6b43fc84e4591f9e88cb2db38b1cd + description: '' + health_score: 100.0 + last_checked: 1779031061.233626 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Enhanced Local IDE Experience for AWS Step Functions + v1_locations: + - docs/aws.md + - docs/iac.md + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + - aws.md + year: N/A +? https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications +: ai_summary: A release announcement and tutorial introducing AWS SAM Pipelines, a + feature designed to bootstrap CI/CD pipelines across major platforms (GitHub Actions, + GitLab, Jenkins) using native serverless templates. It highlights patterns for + multi-account isolation and secure credential provisioning within build jobs. + Essential for teams standardizing automated deployment paths for serverless code + bases. + complexity: Intermediate + content_hash: c63432cf3b8b743213a9d0ed11cbd5b5e23d62619d6b7e1e7709d57fcfc8caf4 + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - CI-CD + - DevOps + is_microservice: true + language: English + last_checked: 1779034520.727914 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Introducing AWS SAM Pipelines: Automatically generate deployment pipelines'' + for serverless applications' + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda: + ai_summary: Detailed architectural migration path for porting enterprise monolithic + .NET APIs into a serverless execution layer with minimal codebase disruption. + It explores using AWS Lambda Web Adapter as a bridge wrapper, enabling developers + to run standard ASP.NET Core controllers inside short-lived execution environments. + An essential modernization blueprint for legacy enterprise application landscapes. + complexity: Advanced + content_hash: 57d57e7504400835e9ef69151d12421283941d3ea8c723946e97b1a542d91580 + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Migration + is_microservice: true + language: English + last_checked: 1779029704.817834 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: Migrating a monolithic .NET REST API to AWS Lambda + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1: + ai_summary: Part of an official series breaking down event-driven patterns, focusing + on how Lambda integrates with message-brokers, routers, and event producers. It + analyzes synchronous, asynchronous, and polling invocation pathways alongside + failure recovery frameworks like Dead Letter Queues (DLQ). It acts as a primary + resource for designing highly decoupled enterprise networks. + complexity: Intermediate + content_hash: e01f74be01cc4d8990a505134f7dcedb458f9d24723d226615116fc14ae97a56 + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Event-Driven + is_microservice: true + language: English + last_checked: 1779033040.511106 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Operating Lambda: Understanding event-driven architecture'' + – Part 1' + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/blogs/compute/quick-restoration-through-replacing-the-root-volumes-of-amazon-ec2: + content_hash: a6a5c6681d015bfdd9b9fdb09e1bb29a4f9e736daa3a11a2d91740b76434cd2f + description: '' + health_score: 100.0 + last_checked: 1779032333.522283 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Quick Restoration through Replacing the Root Volumes of Amazon EC2 instances + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md + year: N/A +https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribute-based-access-control-abac: + ai_summary: Explains how to integrate Attribute-Based Access Control (ABAC) to enforce + flexible, scalable IAM permissions for Lambda workflows based on tags. It contrasts + ABAC's administrative ease with traditional RBAC mapping, detailing dynamic security + policies that simplify access governance for rapid-growth developer environments. + This remains an indispensable resource for multi-tenant cloud operations. + complexity: Advanced + content_hash: 5e232715bd761321497004cbad8788866a84f0ce1338fbb608fa55eea51c81e2 + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Security + is_microservice: false + language: English + last_checked: 1779031333.479779 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Scaling AWS Lambda permissions with Attribute-Based Access'' + Control (ABAC)' + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +? https://aws.amazon.com/blogs/compute/secure-connectivity-from-public-to-private-introducing-ec2-instance-connect-endpoint-june-13-2023 +: content_hash: 3a583bd119b85ceba86f1ca8d8eafd65b879c661b2e6607e0940e97871f26a6e + description: '' + health_score: 100.0 + last_checked: 1779030842.468567 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Secure Connectivity from Public to Private: Introducing EC2 Instance Connect'' + Endpoint' + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/blogs/compute/server-side-rendering-micro-frontends-ui-composer-and-service-discovery: + content_hash: 48d5c54d91eb8d5a3e72603716cf48a9a61f83c6942f4a3762a66defa0d87dc1 + description: '' + health_score: 100.0 + last_checked: 1779031910.181521 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Server-side rendering micro-frontends – UI composer and'' + service discovery' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throughput: + ai_summary: This architectural deep-dive breaks down the intricate scaling algorithms + governing AWS Lambda, explaining concepts such as burst concurrency quotas, execution + environments, and cold start delays. It contrasts synchronous and asynchronous + scale-out trajectories to guide engineering teams in resource design. This provides + essential knowledge for running high-frequency production systems. + complexity: Advanced + content_hash: 05fffb91f3f05243d758fc24eb2396c99b3f203099d7e36c6dd503fd9f6f874c + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Performance + is_microservice: true + language: English + last_checked: 1779033586.293401 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Understanding AWS Lambda scaling and throughput' + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications: + ai_summary: This technical AWS blog post details the integration of AWS Lambda with + Amazon Elastic File System (EFS) to achieve highly available, multi-AZ shared + persistent storage. It describes how to bypass traditional zip limits and enable + data-intensive use cases, such as machine learning inference or large file processing, + directly within serverless execution runtimes. The pattern represents a key evolution + in handling stateful serverless computing. + complexity: Advanced + content_hash: 316732ea6b38ed64d5b5add0e8e6d7f5f171e89bc511791179fd75529e98d3ce + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Storage + is_microservice: true + language: English + last_checked: 1779030673.62728 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Using Amazon EFS for AWS Lambda in your serverless applications + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +? https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways +: ai_summary: Provides a specialized architectural blueprint for handling IP exhaustion + in enterprise environments using Private NAT Gateways. It explains how to scale + Pod topologies using non-routable CIDRs while seamlessly maintaining egress translation + to enterprise networks. Solves complex IP coordination issues in hybrid cloud + setups. + complexity: Advanced + content_hash: 32d9dd8f2a9bd7890663a5bff8147247b93d4f83d14e2d6cb26a118dee399e51 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Networking + is_microservice: false + language: English + last_checked: 1779031455.475688 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Addressing IPv4 address exhaustion in Amazon EKS clusters'' + using private NAT gateways' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-costs-on-eks-using-istio: + ai_summary: Addresses the significant cloud cost vector of cross-AZ data transfer + within EKS multi-AZ setups. This article describes how to configure Istio Service + Mesh to enforce zone-aware routing policies, keeping internal network traffic + localized inside the same Availability Zone. It provides a real-world optimization + strategy for high-throughput microservices. + complexity: Advanced + content_hash: 41785b5a2bfa3610bdc088554e6d7f11cebf611cc52589628d7e091e3ce7390b + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Service Mesh + is_microservice: true + language: English + last_checked: 1779033415.754571 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Addressing latency and data transfer costs on EKS using'' + Istio' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-1-22: + content_hash: 28096988c7b5990f73e04ff4644adc323944e66c067d4b54bc60755eb4dd67b0 + description: '' + health_score: 100.0 + last_checked: 1779030202.073579 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Amazon EKS now supports Kubernetes 1.22' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-version-1-25: + content_hash: dedc061ef4f162297b85f4797a913b13673e34727327ea382629ee37181678ac + description: '' + health_score: 100.0 + last_checked: 1779029371.195939 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon EKS now supports Kubernetes version 1.25 + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/blogs/containers/architecting-for-resiliency-on-aws-app-runner: + content_hash: 49460a1b4db06152db3cfd666902387b7f5d885fa65bad50ec4e6e2a85e28918 + description: '' + health_score: 100.0 + last_checked: 1779033925.145975 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Architecting for resiliency on AWS App Runner + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/containers/automate-rollbacks-for-amazon-ecs-rolling-deployments-with-cloudwatch-alarms: + content_hash: daaf1407bedd1e4521e0695cce6a074db9dd0e3cd918f333417ea5ce4ce2335b + description: '' + health_score: 100.0 + last_checked: 1779033921.688654 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Automate rollbacks for Amazon ECS rolling deployments with CloudWatch alarms + v1_locations: + - docs/aws-containers.md + v2_locations: + - aws-containers.md + year: N/A +https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-metrics: + ai_summary: Explores the architectural patterns for scaling serverless Kubernetes + pods on AWS Fargate using Prometheus metrics processed via KEDA. Since traditional + DaemonSet-based collectors are incompatible with Fargate, this guide establishes + a robust sidecar pattern for metric extraction. It bridges the gap between serverless + execution and custom metric-driven elasticity. + complexity: Advanced + content_hash: c017d707f7aa8bb2ca3da17a7b2dde0714a0127bb06685ba6125541bf6f0dddd + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Autoscaling + is_microservice: false + language: English + last_checked: 1779033435.935563 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Autoscaling EKS on Fargate with custom metrics' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver-cost-monitoring-for-eks-customers: + ai_summary: Documents the native integration of Kubecost with EKS to offer real-time, + granular cost visibility for cloud platform operators. It highlights cost attribution + strategies across namespaces, controller types, and pods. This collaboration ensures + users have access to reliable financial telemetry directly within their cluster + control systems. + complexity: Intermediate + content_hash: 372910f777b207ae0109040315fb3061be42ea484e610bf5fe8878c6402d7162 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - FinOps + is_microservice: false + language: English + last_checked: 1779029991.295866 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS and Kubecost collaborate to deliver cost monitoring for EKS customers + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/aws-docker-collaborate-simplify-developer-experience: + content_hash: 732958e71d83dba1ec1914001f8feafa5fa9d062881ed71ef75cfb4dc9553e37 + description: '' + health_score: 100.0 + last_checked: 1779031399.023446 + needs_ai_refresh: true + stars: 0 + title: AWS and Docker collaborate to simplify the developer experience + v1_locations: + - docs/docker.md + year: N/A +? https://aws.amazon.com/blogs/containers/aws-secrets-manager-controller-poc-an-eks-operator-for-automatic-rotation-of-secrets +: content_hash: f4fe2abf5d15a3be91bdf6f41dbbcae0ea5dd018e7931691d3df964ef4af482a + description: '' + health_score: 100.0 + last_checked: 1779031425.618409 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'AWS Secrets Manager controller POC: an EKS operator for automatic rotation'' + of secrets' + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux: + ai_summary: Details a zero-downtime, blue/green cluster upgrade strategy designed + for on-premises EKS Anywhere clusters. Leveraging the Flux GitOps controller, + this pattern automates the provisioning of parallel target cluster versions and + safe traffic shifts. Bridges GitOps automation with on-prem infrastructure orchestration + rules. + complexity: Advanced + content_hash: fa545655975483ee2adf7257706f142ba64ee9c0b033e91db3acd9640fa44775 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - GitOps + is_microservice: false + language: English + last_checked: 1779031499.372699 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Blue/Green Kubernetes upgrades for Amazon EKS Anywhere using'' + Flux' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/chaos-engineering-with-litmuschaos-on-amazon-eks: + content_hash: 813e599f12a649a052b8d279f8d8ec1176999ded3414f938827b7eeda4e11fbd + description: '' + health_score: 100.0 + last_checked: 1779031645.450671 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Chaos Engineering with LitmusChaos on Amazon EKS' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://aws.amazon.com/blogs/containers/cloud-native-ci-cd-with-tekton-and-argocd-on-aws: + ai_summary: Describes combined cloud-native continuous integration using Tekton + alongside declarative GitOps via Argo CD on AWS, demonstrating a unified high-performance + DevOps pipeline. + complexity: Advanced + content_hash: bf2e9755d0bf81f12ae2427c69393d35e390f11071765092e97b96c4ad1b7f31 + description: '' + health_score: 100.0 + hierarchy: + - GitOps + - Continuous Delivery + - AWS Ecosystem + is_microservice: false + language: English + last_checked: 1779031537.878485 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'aws.amazon.com: Cloud Native CI/CD with Tekton and ArgoCD on AWS' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines: + ai_summary: Guide illustrating how to write software-defined infrastructure to orchestrate + and deploy Amazon EKS clusters using AWS Cloud Development Kit (CDK) Pipelines. + Describes code-to-infrastructure deployments, testing stages, and lifecycle automation. + complexity: Advanced + content_hash: 78be19c9053c23fabcc826f9682c1845d41839c771cedc5b46c1cc5f7b937d70 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - Infrastructure as Code + - CDK and EKS + is_microservice: false + language: English + last_checked: 1779034306.280886 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'aws.amazon.com: Continuous Delivery of Amazon EKS Clusters Using AWS CDK'' + and CDK Pipelines' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh: + ai_summary: Step-by-step post on architecting GitOps pipelines for automated canary + releases using App Mesh service mesh on Amazon EKS. Outlines traffic-shifting + mechanisms, virtual node configurations, and automated rolling rollbacks based + on dynamic CloudWatch performance metrics. + complexity: Advanced + content_hash: 756857c73776e7b96d2c14cfe16dcf4ee88e2348c29dff52378a0dd6cbfdc335 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - Continuous Delivery + - Canary Deployments + is_microservice: true + language: English + last_checked: 1779034450.102428 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Create a pipeline with canary deployments for Amazon EKS with AWS App Mesh + 🌟 + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management-with-kyverno-on-amazon-eks: + ai_summary: Walkthrough detailing how to manage native policy rules on EKS clusters + using Kyverno instead of raw Rego. Illustrates automated resource validation, + generation, and mutation patterns to enforce corporate configuration compliance. + complexity: Intermediate + content_hash: 0d9a658dd55713dab3db1176666a1b3251476ba8cb55457bc1b929b836f322d6 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Security and Isolation + - Policy Management + is_microservice: false + language: English + last_checked: 1779030680.203874 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'aws.amazon.com: Easy as one-two-three policy management with Kyverno on'' + Amazon EKS 🌟' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + - docs/securityascode.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + - securityascode.md + year: N/A +https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning: + ai_summary: 'Introduces a smart autoscaling architectural pattern: using low-priority + ''placeholder'' pods to reserve capacity inside an AWS EKS cluster. When a real, + higher-priority pod is scheduled, Kubernetes evicts the placeholders, initiating + immediate node-level preemption while a new node spins up asynchronously. Eliminates + scaling delay in performance-sensitive services.' + complexity: Intermediate + content_hash: 87a5a06a4dc81701f9bdad6d61d3a5ae01c74a624c41b235ff1e71e62741761e + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Autoscaling + is_microservice: false + language: English + last_checked: 1779032254.778173 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Eliminate Kubernetes node scaling lag with pod priority and over-provisioning + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-container-insights-for-eks: + ai_summary: Technical overview of the native Fluent Bit integration with AWS CloudWatch + Container Insights. Discusses migrating away from resource-heavy Fluentd agents + to lightweight Fluent Bit configurations to process container logs efficiently + at scale. + complexity: Intermediate + content_hash: f61f4fa919d5251e28de39fd1147d47c12f34ec7b94b5009dc2fb51b365be164 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Observability + - Logging + is_microservice: false + language: English + last_checked: 1779032756.670046 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'aws.amazon.com: Fluent Bit Integration in CloudWatch Container Insights'' + for EKS' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +? https://aws.amazon.com/blogs/containers/gitops-model-for-provisioning-and-bootstrapping-amazon-eks-clusters-using-crossplane-and-argo-cd +: ai_summary: An advanced GitOps architectural pattern demonstrating the unification + of Crossplane and Argo CD on AWS. By leveraging Crossplane to declare AWS resources + as Kubernetes Custom Resources, teams can manage both physical EKS infrastructure + and application deployments through a single unified GitOps pipeline. Enhances + cloud control-plane convergence. + complexity: Advanced + content_hash: 7aa05e3ee77dda098a89f44ce37d6c61c552283796e53a80518310ab6d414cc3 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - GitOps + is_microservice: false + language: English + last_checked: 1779029172.027822 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==aws.amazon.com: GitOps model for provisioning and bootstrapping Amazon'' + EKS clusters using Crossplane and Argo CD==' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/how-to-track-costs-in-multi-tenant-amazon-eks-clusters-using-kubecost: + content_hash: 754d28b8cd00a5de6b50c9240c0f39b60ef9f7cad62b40459363aacca0212a72 + description: '' + health_score: 100.0 + last_checked: 1779034422.763673 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: How to track costs in multi-tenant Amazon EKS clusters using Kubecost + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://aws.amazon.com/blogs/containers/introducing-aws-load-balancer-controller: + content_hash: fa4024e111e59e1f2d43a48aed90e5e056c9f3ee53897aec388b6cd4608bb115 + description: '' + health_score: 100.0 + last_checked: 1779032177.748226 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Introducing the AWS Load Balancer Controller + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/blogs/containers/introducing-cdk-for-kubernetes: + content_hash: 1233ea615ecd7d087b277f5a8d05d8405586e8dbff6f228aa6b8265a84d04f83 + description: '' + health_score: 100.0 + last_checked: 1779033243.402835 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'AWS: Introducing CDK for Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere: + ai_summary: An introductory walkthrough from the AWS Container team illustrating + the step-by-step setup of EKS Anywhere clusters on VMware vSphere. It covers the + preparation of local hardware resources, networking topologies, and the use of + the `eksctl anywhere` CLI command. Highly practical starting guide for hybrid + trials. + complexity: Intermediate + content_hash: c410409e32a0acab531be3266311f974891054066f34ce93953529714e90c8c6 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Hybrid Cloud + is_microservice: false + language: English + last_checked: 1779029735.100053 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Getting started with Amazon EKS Anywhere' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/kubernetes-as-a-platform-vs-kubernetes-as-an-api-2: + content_hash: c5786ba38d10f6454db0c2ec27b60fa0fab7b20b0ccd921bdcaaa5017f23f3d3 + description: '' + health_score: 100.0 + last_checked: 1779030931.584553 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==aws.amazon.com: Kubernetes as a platform vs. Kubernetes as an API== 🌟🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://aws.amazon.com/blogs/containers/leveraging-app-mesh-with-amazon-eks-in-a-multi-account-environment: + content_hash: 4245695ad5c36c735f28ae1251299ee392fb7ec03eefa27a35d16041bd113899 + description: '' + health_score: 100.0 + last_checked: 1779030425.751655 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'amazon.com: Leveraging App Mesh with Amazon EKS in a Multi-Account environment' + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazon-eks-architecture: + ai_summary: Onfido's real-world engineering case study describing their architectural + pivot to a highly resilient multi-cluster AWS EKS layout. Demonstrates regional + fault tolerance, ingress load splitting, and centralized operations management. + complexity: Advanced + content_hash: 8863dc63cebb101d772f3b6a501e82e6597153d97a983460e7b2e05baae56c00 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Multi-Cluster Architecture + is_microservice: false + language: English + last_checked: 1779029246.586601 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: ==Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture== + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/operating-a-multi-regional-stateless-application-using-amazon-eks: + ai_summary: This AWS architectural guide presents a multi-region deployment pattern + for stateless services using EKS. It explores cross-region Route 53 routing, continuous + delivery strategies across distinct clusters, and handling geographic failover + to guarantee enterprise business continuity. + complexity: Advanced + content_hash: 51b446916549046ed1511a9899b2c21f9e72dbc9dfaebc4acf2586a445444cd8 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Multi-Region Architecture + - High Availability + is_microservice: true + language: English + last_checked: 1779031752.58932 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'aws.amazon.com: Operating a multi-regional stateless application using Amazon'' + EKS' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks: + ai_summary: Presents a strategic operational playbook for planning and executing + Kubernetes version upgrades on Amazon EKS clusters. It addresses schema deprecations, + API version migration strategies, and testing methodologies inside staging structures. + An essential read for ensuring update continuity. + complexity: Advanced + content_hash: 1d4ad59350cc67eff5dfec59188fd3e158392377c3d5c2c6592492d9bc88758d + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Lifecycle Management + is_microservice: false + language: English + last_checked: 1779030346.351014 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==aws.amazon.com: Planning Kubernetes Upgrades with Amazon EKS==' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1: + content_hash: dca6bc05170d65cf15a694f2b2f5f6fe0b0310fb65e615bd3153cad2c1e932bd + description: '' + health_score: 100.0 + last_checked: 1779033665.667467 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'amazon.com: Policy-based countermeasures for Kubernetes – Part 1' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree: + ai_summary: An authoritative AWS guide introducing Datree integrations for preventing + misconfigurations within Helm deployment cycles. It details how to set up policy + validation within EKS pipelines to block non-compliant resources before deployment. + complexity: Intermediate + content_hash: 86edc41bb8f1bc67ef6851e1e7b354a8e1507d603994cb111007087f17dcf7b8 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Helm + - Security + is_microservice: false + language: English + last_checked: 1779033400.365008 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Preventing Kubernetes misconfigurations using Datree' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond-1000-nodes: + ai_summary: An engineering case study detailing the technical constraints and performance + tunings executed to host Apache Cassandra on a 1,000+ node EKS cluster. It addresses + VPC IP limits, CoreDNS bottlenecks, etcd performance under high resource counts, + and AWS storage throughput tuning. Exceptional resource for massive-scale system + design. + complexity: Advanced + content_hash: 582bfbc102e496c3929e9aad0aa667c20351db144aba2500190256cd8c5e4c30 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Case Studies + is_microservice: false + language: English + last_checked: 1779031096.764337 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Scaling Amazon EKS and Cassandra Beyond 1,000 Nodes + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images: + ai_summary: Analyzes latency bottlenecks during container initialization caused + by large image pull steps. The post outlines the architecture of 'image prefetching' + patterns, leveraging daemonsets or custom Karpenter startup scripts to warm up + worker nodes with target container layers before runtime allocation. Critical + for latency-sensitive applications. + complexity: Intermediate + content_hash: 88b5dfb59a3cfd2f07fa7e82ffb63367a0702b620f341bfbd1aece5d53e9c1f2 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Performance + is_microservice: false + language: English + last_checked: 1779030718.789172 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Start Pods faster by prefetching images' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack: + ai_summary: This technical post outlines the architecture for exporting real-time + Kubernetes cluster events to Slack channels using Amazon EventBridge and AWS Lambda. + It demonstrates decoupling event streams from cluster internals to prevent slack + spamming while maintaining critical alerting. The blueprint integrates with standard + AWS observability mechanisms. + complexity: Intermediate + content_hash: 4adaa1db66d3d36fbafc2f4fe5f76b0abbdb7f62c888d41be5e4b05a6db50de8 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Observability and Alerting + is_microservice: false + language: English + last_checked: 1779030614.906534 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Streaming Kubernetes Events in Slack' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus: + ai_summary: An in-depth guide to monitoring and debugging the managed Amazon EKS + API server's performance. It details metric exposition patterns for latency, request + depth, and response codes using standard Prometheus operators. It empowers platform + teams to localize control plane issues and establish defensive alerts. + complexity: Advanced + content_hash: 7b3a136ce31bb82a54aba46fa060f237e2741a12a436057658f11cdc3c4590b7 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Observability and Alerting + is_microservice: false + language: English + last_checked: 1779029478.44185 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus'' + and Grafana==' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs: + ai_summary: Analyzes CloudWatch logging costs generated by EKS API server audit + logs, offering practical strategies to filter and optimize them. It details how + to use Logstash, FluentBit, or CloudWatch filter patterns to eliminate verbose, + low-value telemetry. Crucial for enterprise platform administrators looking to + cut hidden SaaS expenses. + complexity: Intermediate + content_hash: 6beda2061bfaf5251c43064e934edfa7a41f6a0e121502ae3b55e6d2c9553243 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - FinOps + is_microservice: false + language: English + last_checked: 1779029509.397115 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane'' + Logs' + v1_locations: + - docs/finops.md + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + - finops.md + year: N/A +https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-karpenter: + content_hash: daf6c78ef3fd928bdea0cd314298c053886a158cccc23a867bf1b3a3c85e00b9 + description: '' + health_score: 100.0 + last_checked: 1779031793.552141 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Using Amazon EC2 Spot Instances with Karpenter' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +? https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments +: ai_summary: AWS Container Blog technical post showing how to orchestrate multi-cluster + and multi-region deployments using AWS CDK. Demonstrates declarative CD pipelines, + traffic management, and code configurations for reliable, global application synchronization. + complexity: Advanced + content_hash: d520526eb43f87752adb22ef99d71602c3b775a9eee27c3ffbca25d79578ae0a + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS + - Continuous Deployment + is_microservice: false + language: English + last_checked: 1779029992.849124 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Using CDK to perform continuous deployments in multi-region Kubernetes environments + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with-kubernetes-cpu-limits: + ai_summary: A critical engineering guide addressing the dreaded CPU throttling issue + in Kubernetes caused by hard CFS limits. Combines Prometheus query analysis with + kernel-level metrics to showcase how to balance application latency and resource + utilization. Highly recommended for production platform engineers. + complexity: Advanced + content_hash: 854a1693cac3187483a00f5ce21b8f344908a23f92ebf6e573429f07d2a21dc4 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Metrics + - Prometheus + is_microservice: false + language: English + last_checked: 1779031448.561121 + needs_ai_refresh: true + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: '==aws.amazon.com: Using Prometheus to Avoid Disasters with Kubernetes CPU'' + Limits== 🌟' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deployment-using-fast-database-cloning: + ai_summary: Curator Insight outlines zero-downtime database upgrades utilizing Aurora + PostgreSQL's fast database cloning mechanism. Live Grounding validates that the + strategy leverages copy-on-write storage architecture to create isolated environments + for risk-free schema testing and updates. This significantly reduces sync latency + and production migration risks. + complexity: Advanced + content_hash: f2ffb426f17ec679006f7db0f9ff3be284bd868c010d3af24c43d43b07360774 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - Deployments + is_microservice: false + language: English + last_checked: 1779030873.940628 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Amazon Aurora PostgreSQL blue/green deployment using fast database cloning + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-using-amazon-aurora-postgresql: + ai_summary: Curator Insight details compliance and auditing methodologies for highly + regulated sectors utilizing Amazon Aurora PostgreSQL. Live Grounding confirms + the deployment patterns involve pgAudit integration, AWS CloudWatch Logs, and + database activity streams. It provides actionable reference designs for achieving + HIPAA, PCI-DSS, and SOC compliance. + complexity: Advanced + content_hash: 9df0d1cf6ef8b785e33c781d7f39f058fdab991645d1db5a6124bc24fa62cc80 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - Compliance and Security + is_microservice: false + language: English + last_checked: 1779033692.403616 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: ==Auditing for highly regulated industries using Amazon Aurora PostgreSQL== + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine: + ai_summary: An architectural deep-dive into the specialized, log-structured distributed + storage engine of Amazon Aurora. Details how it decouples computing from database + storage, replicating blocks six ways across three availability zones. + complexity: Advanced + content_hash: f399d9c8c0f36c7175ecd5414141e38ed658c9ffd36729c7175b956aed3db1fb + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Databases + - Amazon Aurora + is_microservice: true + language: English + last_checked: 1779031431.323863 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Introducing the Aurora Storage Engine + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-source-with-aws-sct-and-aws-dms: + ai_summary: Curator Insight examines how the AWS Schema Conversion Tool (SCT) pairs + with DMS to automate SQL dialect conversion. Live Grounding shows that SCT translates + legacy stored procedures, views, and functions to Postgres-compatible code before + streaming data. Essential for teams driving cloud modernization away from costly + commercial engines. + complexity: Advanced + content_hash: 11a1d5f59317e4dfeb41257d01b6a935e045c14275622df634179151f5e7e1b7 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Database Migration + - Schema Conversion + is_microservice: false + language: English + last_checked: 1779030604.842077 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' + title: Migrating a commercial database to open source with AWS SCT and AWS DMS + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero-downtime-using-aws-dms: + ai_summary: Curator Insight provides blueprint architectures for migrating enterprise-grade + Oracle databases with near-zero business impact. Live Grounding details the setup + of supplemental logging on Oracle sources and AWS DMS task tuning for high-throughput + replication. Outstanding technical playbook for traditional database migrations. + complexity: Advanced + content_hash: 8143aee7a4468c65e90d6e60a18b3ea628dfd962564f4dc34d15b4ae8939ba91 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Database Migration + - Oracle Migrations + is_microservice: false + language: English + last_checked: 1779030069.682236 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Migrating Oracle databases with near-zero downtime using AWS DMS + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +? https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda +: ai_summary: Curator Insight details the modernization of legacy stored procedures + within PostgreSQL by offloading business logic. Live Grounding shows how pg_cron + scheduled jobs trigger serverless AWS Lambda functions via external federated + queries. This architectural pattern untangles database compute from core transaction + processing. + complexity: Advanced + content_hash: f9a5d0e9c71a4a562bd83e49526184013036761926d5be1cafc95dc35ab78958 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - Modernization + is_microservice: false + language: English + last_checked: 1779031393.0095 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' + title: Modernize database stored procedures to use Amazon Aurora PostgreSQL federated + queries, pg_cron, and AWS Lambda + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +? https://aws.amazon.com/blogs/database/replicate-and-transform-data-in-amazon-aurora-postgresql-across-multiple-regions-using-aws-dms +: ai_summary: Curator Insight explains complex data replication and real-time schema + transformations using AWS DMS across geographic zones. Live Grounding demonstrates + how DMS filters and manipulates streaming CDC events to populate distinct regional + schemas. An advanced implementation reference for global multi-region database + architectures. + complexity: Advanced + content_hash: 329d6352864cc03622f2584e0a623356b82bc14cb362af55e15ea58a4a79d0b0 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Database Migration + - Multi-Region Storage + is_microservice: false + language: English + last_checked: 1779029556.519643 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Replicate and transform data in Amazon Aurora PostgreSQL across multiple + Regions using AWS DMS + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +? https://aws.amazon.com/blogs/database/securely-connect-to-an-amazon-rds-or-amazon-ec2-database-instance-remotely-with-your-preferred-gui +: ai_summary: Curator Insight addresses the configuration challenges of securely managing + private databases remotely using visual tools. Live Grounding confirms the methodology + relies on SSH tunneling, AWS Systems Manager (SSM) Session Manager, or VPC client + VPN endpoints to bypass the need for public IP addresses. This aligns with zero-trust + architectural principles. + complexity: Intermediate + content_hash: 5165e9c9ac44beb53340bbe30d07f5f42a694e562b0aa13b48b0ca309927c322 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - Security + is_microservice: false + language: English + last_checked: 1779032117.381603 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Securely connect to an Amazon RDS or Amazon EC2 database instance remotely + with your preferred GUI + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/blogs/developer: + content_hash: ebe9278faed58eec9bfa634033be0ab6b714d88ab44c96a4e3892e59c1870961 + description: '' + health_score: 100.0 + last_checked: 1779031429.081064 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: The AWS Developer Blog now includes Python & GoLang + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-python-2-7-in-aws-sdk-for-python-and-aws-cli-v1: + content_hash: d53640c736561a792799662e52a3353c490975bca5b70ffe40fec85c2ecd7ace + description: '' + health_score: 100.0 + last_checked: 1779032683.935212 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Announcing the end of support for Python 2.7 in the AWS SDK for Python and + AWS CLI v1 + v1_locations: + - docs/aws-tools-scripts.md + v2_locations: + - aws-tools-scripts.md + year: N/A +https://aws.amazon.com/blogs/devops: + ai_summary: 'Curator Insight: AWS official publication hub for cloud DevOps patterns, + updates, and releases. + + Live Grounding: Essential feed for continuous updates regarding AWS systems manager, + ECS integrations, EKS blue-green patterns, and IAM-driven secure delivery strategies.' + complexity: Intermediate + description: '' + hierarchy: + - Public Cloud Infrastructure + - AWS Ecosystem + - Blogs and Updates + is_microservice: false + language: English + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS DevOps Blog + v2_locations: + - aws-devops.md + year: '2021' +https://aws.amazon.com/blogs/devops/announcing-cdk-migrate-a-single-command-to-migrate-to-the-aws-cdk: + content_hash: b8273927ee80ec563fcacf45172c3f4635ad29deef5ce7c462b517d5fca8705b + description: '' + health_score: 100.0 + last_checked: 1779032254.800272 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==Announcing CDK Migrate: A single command to migrate to the AWS CDK==' + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/blogs/devops/aws-codedeploy-deploying-from-a-development-account-to-a-production-account: + last_checked: 1779388413.837385 + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - aws-devops.md +https://aws.amazon.com/blogs/devops/aws-codepipeline-adds-support-for-branch-based-development-and-monorepos: + ai_summary: 'Curator Insight: Deep-dive blog introducing native monorepo and branch + filters inside CodePipeline. + + Live Grounding: Focuses on configuring webhooks and filtering schemas to isolate + triggers based on altered directories inside Git repositories.' + complexity: Intermediate + content_hash: 9097be408436de637381673b6400259a98e8749446731fffc660b17d5fbfad44 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Infrastructure + - AWS Ecosystem + - CI CD Orchestration + is_microservice: true + language: English + last_checked: 1779034501.683225 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: AWS CodePipeline adds support for Branch-based development'' + and Monorepos' + v1_locations: + - docs/aws-devops.md + v2_locations: + - aws-devops.md + year: N/A +https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load-balancer: + content_hash: 5b7e1231731597035056c9b92bc04bdc9d01e928954e13c4653c71333bf34a2e + description: '' + health_score: 100.0 + last_checked: 1779029165.317015 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Fine-tuning blue/green deployments on application load balancer + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +? https://aws.amazon.com/blogs/devops/building-end-to-end-aws-devsecops-ci-cd-pipeline-with-open-source-sca-sast-and-dast-tools +: ai_summary: 'An AWS reference guide detailing how to construct a secure CI/CD pipeline + using open-source SCA, SAST, and DAST integrations. Contrast: Curator Insight + presents basic CloudFormation setups, while Live Grounding verifies this as a + highly robust template for production-grade AWS workloads. Excellent blueprint + for platform security.' + complexity: Advanced + content_hash: 92a0e8d8202bc267e0d69533a2ac526abe91ce68d5f8a83842c66025881006f4 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Pipeline Security + - AWS Architecture + is_microservice: true + language: English + last_checked: 1779034454.181785 + needs_ai_refresh: true + resource_type: Technical Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'amazon.com: Building end-to-end AWS DevSecOps CI/CD pipeline with open source'' + SCA, SAST and DAST tools' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator: + ai_summary: Guided workflow utilizing AWS FIS (Fault Injection Simulator) to execute + controlled resilience and disruption experiments against EKS node groups and containers. + Demonstrates monitoring system reaction metrics and reinforcing application failover. + complexity: Advanced + content_hash: 857742bba5c965728e29e060fae04037a525d4e7204704521b1b1753a1fddb1e + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - Chaos Engineering + is_microservice: true + language: English + last_checked: 1779031448.574538 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Chaos engineering on Amazon EKS using AWS Fault Injection Simulator + v1_locations: + - docs/chaos-engineering.md + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + - chaos-engineering.md + year: N/A +https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2: ai_summary: An official AWS architectural guide detailing the orchestration of GitLab runners on Amazon EC2 instances with auto-scaling configurations. It outlines how to use AWS CloudFormation and Auto Scaling Groups to dynamically provision @@ -72156,139539 +12526,51311 @@ https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-e highly stable for enterprise pipelines requiring dedicated, VM-isolated compute power, acting as a viable alternative or complement to Kubernetes-based runner architectures. - language: English - resource_type: blog complexity: Intermediate + content_hash: aa3e9370e05823c1aa7c2d9f626cb2610f8c604e4e15e56aeeb44ce2acf869cd + description: '' + health_score: 100.0 hierarchy: - Continuous Delivery - CI-CD Pipelines - GitLab CI Running Environments is_microservice: false + language: English + last_checked: 1779032091.036836 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' title: Deploy and Manage Gitlab Runners on Amazon EC2 -https://www.freecodecamp.org/news/devops-with-gitlab-ci-course: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031037.227051 - content_hash: 10ed38296aa0e214be28fdc84d408ad7558a032d972522963e8ba4204eaddb6b - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A comprehensive, high-quality free course curated by freeCodeCamp that - covers the fundamentals of building end-to-end DevOps workflows using GitLab CI. - It offers step-by-step guidance on constructing pipelines, running test suites, - building Docker images, and managing production releases. For developers in 2026, - it serves as an excellent educational baseline for understanding declarative pipeline - logic and deployment patterns. - language: English - resource_type: course - complexity: Beginner - hierarchy: - - Continuous Delivery - - CI-CD Pipelines - - DevOps Education - is_microservice: false - title: 'freecodecamp.org: DevOps with GitLab CI Course 🌟' -https://www.testmo.com/guides/gitlab-ci-test-automation: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030825.036662 - content_hash: 69083c7bf18338ccd382e0f300fa22f8113760618454d007524b2544971595d6 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: This guide explains how to integrate automated test execution and real-time - test reporting inside GitLab CI/CD pipelines. It covers generating and uploading - JUnit XML and JSON test results to track test suites, flaky tests, and overall - system health. Modern microservices QA architectures depend on this rapid feedback - loop to maintain short deployment cycles with absolute structural confidence. - language: English - resource_type: guide - complexity: Intermediate - hierarchy: - - Continuous Delivery - - CI-CD Pipelines - - Quality Engineering - is_microservice: false - title: 'testmo.com: GitLab CI/CD Test Automation Pipeline & Reporting' -https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031399.134559 - content_hash: 2233a9b6a13099120a0416c03328c7781cd2004d101c9b045d9dcc0ad5ff5e86 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A community tutorial introducing the basic principles of continuous - integration and continuous deployment within the GitLab platform. It provides - a simple sandbox example demonstrating how YAML configuration files command runners - to automate builds. This serves as a reliable onboarding resource for cloud-native - newcomers transitioning from manual deployments to automated pipelines. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Continuous Delivery - - CI-CD Pipelines - - DevOps Education - is_microservice: false - title: 'community.ops.io: CI CD 101 with GitLab' -https://about.gitlab.com/blog/2022/11/15/simple-kubernetes-management-with-gitlab: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030196.421823 - v1_locations: - - docs/git.md - content_hash: a6acebbc45a276e5f87ff20c292d80e8502dbdb0c0152f992a484614181d0b42 - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: This blog details GitLab's efforts to lower the barrier to entry for - Kubernetes management by introducing declarative cluster integrations. It demonstrates - how teams can connect clusters and safely deploy applications with minimal infrastructure - overhead. Live engineering feedback stresses the value of this direct integration - for small-to-midsize teams looking to deploy workloads without managing heavy - external GitOps controllers. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Platform Engineering - - GitLab Operations - is_microservice: false - title: 'about.gitlab.com: Simple Kubernetes management with GitLab' -https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031398.928602 - content_hash: 14419f7dea0d3c8e3980bd9234b75075fd1a497d29db47bd6d28a8800b1556c8 - v1_locations: - - docs/git.md - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An architectural analysis of strategies for managing multi-cluster Kubernetes - deployments using Git as the single source of truth (GitOps). It breaks down repository - structures, permission segmentation, and environment synchronization patterns - required to coordinate global clusters safely. In 2026, multi-cluster federation - and declarative management are standard requirements for enterprise high availability, - making this a highly valuable blueprint. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Platform Engineering - - GitOps Control Planes - is_microservice: false - title: 'itnext.io: Managing multiple Kubernetes clusters using Git 🌟' -https://renjithvr11.medium.com/running-gitlab-runners-on-kubernetes-8e7fc9bf75ce: - title: 'renjithvr11.medium.com: Running GitLab Runners on Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033002.079352 - content_hash: N/A - v1_locations: - - docs/git.md -https://stackoverflow.blog/2021/09/22/gitlab-launches-collective-on-stack-overflow: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032920.521561 - content_hash: 9ce15be30cd75b04562935a146639b541068278403c6b5bf60be547e03e0c9a3 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: This announcement details the creation of the GitLab Collective on Stack - Overflow to aggregate community knowledge, Q&A, and technical documentation into - a centralized developer portal. By consolidating debugging information and best - practices, it aims to reduce support overhead and accelerate developer onboarding. - It represents a coordinated effort to build unified community support channels - for complex DevOps tools. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Developer Tools - - Collaboration and Workflow - - Developer Relations - is_microservice: false - title: 'stackoverflow.blog: GitLab launches Collective on Stack Overflow' -https://www.githubstatus.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030353.190519 - content_hash: 43e654d577f655e54d4cbe600144c58dd984fd40e6b95446edf16a379a672ca1 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: The official live health status dashboard for GitHub services, offering - real-time tracking of API, Git operations, Actions, Packages, and Pages. This - portal is a critical dependency for worldwide enterprise CI/CD monitoring, alerting - DevOps teams of platform-wide outages. Continuous monitoring of this page is a - fundamental operational pattern for platform engineers relying on automated deployment - workflows. - language: English - resource_type: tool - complexity: Beginner - hierarchy: - - Developer Tools - - Infrastructure Monitoring - - Developer Platform Reliability - is_microservice: false - title: githubstatus.com 🌟 -https://buttons.github.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033591.661439 - content_hash: 81444f17d1ab1df42b6c99a7b91d62c6b1cf6d32675640cc42d1bd4821a372ae - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A popular web resource that allows developers to generate customizable, - lightweight, unofficial GitHub badges and buttons for their landing pages. These - badges provide visual social proof (such as Star, Watch, or Fork counts) directly - inside web interfaces. It remains a staple component of modern open-source marketing - and project documentation strategies. - language: English - resource_type: tool - complexity: Beginner - hierarchy: - - Developer Tools - - Collaboration and Workflow - - Frontend Web Components - is_microservice: false - title: 'buttons.github.io: GitHub Buttons' -https://github.com/features/codespaces: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033619.274596 - content_hash: 39c631146eca956cb401b444761a38ab79b78e66208100900e629ec6c5f9d521 - v1_locations: - - docs/git.md - - docs/visual-studio.md - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - - visual-studio.md - ai_summary: GitHub Codespaces delivers cloud-hosted, highly configurable development - environments running directly inside Visual Studio Code or browser instances. - By leveraging declarative configuration (devcontainer.json), platform teams can - eliminate the standard 'works on my machine' problem and onboard developers in - seconds. It represents a paradigm shift in software engineering productivity, - replacing heavy local setups with scalable, secure cloud-native workstations. - language: English - resource_type: tool - complexity: Intermediate - hierarchy: - - Developer Tools - - Cloud Developer Environments - - Visual Studio Integrations - is_microservice: false - title: GitHub Codespaces -https://www.infoq.com/news/2022/02/github-codespaces-templates: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030653.721641 - content_hash: e863f8e3262f55728b9f07ae513dca722f9a194e09d2cc6461d83784c3f15b95 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: This technical news article details the introduction of Codespaces templates, - designed to optimize boot times and environment reproducibility. By pre-building - dependencies and container configurations, developers can spin up fully realized - environments almost instantaneously. This performance optimization is critical - for scaling enterprise-grade remote development initiatives while controlling - execution costs. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Developer Tools - - Cloud Developer Environments - - Platform Optimization - is_microservice: false - title: 'infoq.com: GitHub Codespaces Can Now Be Templated to Improve Performance' -https://cli.github.com: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033078.909234 - content_hash: 97fe666b13adeb0dd0b8d23364254c05168d0f113fab2d05644e3278defc9c07 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: GitHub's official command-line interface (gh) brings pull requests, - issues, releases, and actions directly to the terminal. It serves as an essential - utility for developers and platform engineers to automate repository operations, - script complex workflows, and integrate native GitHub features without leaving - the terminal context. In 2026, it is an indispensable element of automated infrastructure - and developer workstations. - language: English - resource_type: tool - complexity: Intermediate - hierarchy: - - Developer Tools - - Collaboration and Workflow - - Command Line Tools - is_microservice: false - title: GitHub CLI -https://github.com/cli/cli: - title: github.com/cli/cli - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032288.317251 - content_hash: 7ad3c504ce09a7134d205fc0d06ea1186a41bc6358c75672735cead425f23ee1 - v1_locations: - - docs/git.md - gh_license: MIT - needs_ai_refresh: true -? https://github.blog/changelog/2020-05-11-github-cli-allows-you-to-close-reopen-and-add-metadata-to-issues-and-pull-requests -: title: 'github.blog: GitHub CLI allows you to close, reopen, and add metadata to - issues and pull requests' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032288.317251 - content_hash: 7ad3c504ce09a7134d205fc0d06ea1186a41bc6358c75672735cead425f23ee1 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://github.blog/changelog/2020-05-26-mark-pull-requests-as-ready-for-review-review-and-merge-from-github-cli: - title: 'github.blog: Mark pull requests as ready for review, view the diff, review, - and merge from GitHub CLI' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030827.463307 - content_hash: e2c6e41d392b1233317c48c665c8a48dd4ddf33c4c441030cbd54d092bd31c50 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://www.githubstatus.com/uptime: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031507.896568 - content_hash: 7a2366a81dd27a1c7fa5ca1380a3c7f14bc09a6a06817478fb9911bf22aa2725 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - ai_summary: The dedicated uptime tracker of the GitHub platform, exposing SLA historical - logs and service reliability metrics over rolling cycles. This endpoint is highly - valued by operations and compliance teams validating continuous delivery commitments - and tracking upstream infrastructure health. It provides empirical foundation - metrics to build resilient multi-region or hybrid development setups. - language: English - resource_type: tool - complexity: Intermediate - hierarchy: - - Developer Tools - - Infrastructure Monitoring - - Developer Platform Reliability - is_microservice: false - title: githubstatus.com/uptime 🌟 -https://github.com/github/roadmap: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034208.361737 - content_hash: 3df3a08ca659e1b2ddf4eb812dc358c39a576f565facbb5044553cf4d28125c6 - v1_locations: - - docs/git.md - gh_license: CC-BY-4.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - gh_stars: 8741 - gh_pushed: '2024-10-15T17:31:37Z' - ai_summary: The official interactive roadmap repository for upcoming features across - GitHub's product suite (Copilot, Actions, Projects, Security). This public portal - allows product managers and platform architects to anticipate feature deliveries - and align internal DevOps transformations with upstream capabilities. In 2026, - it remains a model of public transparency in platform software engineering. - language: English - resource_type: repository - complexity: Beginner - hierarchy: - - Developer Tools - - Collaboration and Workflow - - Product Strategy - is_microservice: false - title: GitHub public roadmap 🌟 -https://blog.mayadata.io/github-chaos-actions-in-your-ci/cd-workflow-part-1: - title: GitHub Chaos Actions in Your CI/CD workflow - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033794.916568 - content_hash: N/A v1_locations: - docs/git.md -https://www.infoq.com/news/2020/08/GitHub-open-api-spec: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034336.76783 - content_hash: 6550390953040cd2c2e35118adb8d1d97864ca2bef91c2c2bbbae3be36644160 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' v2_locations: - git.md - ai_summary: An InfoQ news analysis covering GitHub's strategic move to open-source - its REST API specification using the OpenAPI format. The article highlights how - third-party tooling, API testing platforms, and developer tooling can consume - these schemas to generate robust mock servers and client libraries. It is an important - milestone in the shift toward standardized, contract-first API ecosystems across - major developer platforms. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Developer Tools - - API Integration - - OpenAPI Standards - is_microservice: false - title: GitHub's OpenAPI Spec Open-Sourced in Beta -https://sebastiandedeyne.com/things-you-didnt-know-you-could-diff-in-github: - description: '' year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032900.372268 - content_hash: 3e9093f313110605fcbf4375bfbccc24adab4d1b4ebe8de6752021ef232eb81f - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: This practical blog post explores advanced, lesser-known capabilities - of the GitHub visual diff engine, including comparing images, text files, and - custom formats. Utilizing these hidden comparison features allows engineers to - speed up pull request reviews and visual audits. For front-end developers and - UI teams, this offers native workflow enhancements without installing local comparison - suites. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Developer Tools - - Collaboration and Workflow - - UI Optimization - is_microservice: false - title: Things you didn't know you could diff in GitHub -https://github.blog/changelog/2020-08-26-set-the-default-branch-for-newly-created-repositories: +https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line: + content_hash: caa50e67fdcd8bc01a697aa0cc8df31798c280ffac3979f3c524c8fad5f12765 description: '' - year: N/A - stars: 0 - status: online health_score: 100.0 - last_checked: 1779031231.246475 - content_hash: d2ca258a0dcdf004c14351fe771ff02ae8f6f1df61f5c655706c2ab22e2c085b - v1_locations: - - docs/git.md + last_checked: 1779031327.281801 needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: This official changelog details the introduction of user-defined default - branch names (e.g., main instead of master) for newly created repositories. It - represented an important step towards cultural alignment and programmatic consistency - in modern developer workflows. This configuration option is globally standard - across all organizations to maintain uniform version control structures. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Developer Tools - - Collaboration and Workflow - - Repository Settings - is_microservice: false - title: 'github.blog: Set the default branch for newly-created repositories' -https://grafana.com/blog/2020/09/21/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032346.567176 - v1_locations: - - docs/git.md - content_hash: e2dded09ea09dc1cd4e6d82daaa37645260d26e8239c2e8c86632952185fb24e - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Grafana details their internal workflow configuration utilizing the - Grafana GitHub plugin to visualize team velocity, pull request backlogs, and code - review cycle times. This approach transitions software delivery metrics into real-time - operational panels alongside infrastructure performance data. By unifying telemetry - and development state, engineering managers gain unprecedented visibility into - systemic delivery bottlenecks. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Developer Tools - - Infrastructure Monitoring - - Developer Experience Dashboards - is_microservice: false - title: 'grafana.com: How we use the Grafana GitHub plugin to track outstanding pull - requests' -https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030436.506467 - content_hash: 00936c49970c4001adb206444adad13367c127f66c0f5ab8be695a83af0ab250 - v1_locations: - - docs/git.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: This technical walkthrough explores using GitHub Container Registry - (GHCR) to build, tag, push, and pull Docker containers natively inside Kubernetes - deployment loops. It details how to set up pull secrets, automate container pushes - with GitHub Actions, and synchronize build artifacts. In 2026, GHCR is a standard - component of GitOps pipelines, making this integration highly relevant for cloud-native - delivery teams. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Container Registries - - GitHub Container Registry - is_microservice: false - title: 'itnext.io: Build & Ship: GitHub Container Registry & Kubernetes' -https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779029060.772065 - content_hash: b58c3390c20a30031acf258e0b2bd09929c8ca302aee3cb18f5a41b260911db2 - v1_locations: - - docs/git.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A highly accessible tutorial detailing how to set up passwordless Git - operations using secure SSH keys or credential managers. By eliminating manual - password typing, it improves the command-line developer experience while enhancing - repository security. It remains a crucial troubleshooting reference for junior - developers transitioning to professional, secure workspaces. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Developer Tools - - Security and Compliance - - Identity and Access Management - is_microservice: false - title: 'dev.to: How to never type passwords when using Git' -https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032543.365304 - content_hash: 935f89d432b03e71b694437ec08ae95930520ac993f487f4cbddff76a3933653 + title: 'aws.amazon.com/blogs: Introducing Amazon CodeWhisperer for command line' v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' + - docs/aws-tools-scripts.md v2_locations: - - git.md - ai_summary: This guide details 10 highly useful features of github.dev, the web-based, - zero-install IDE that opens immediately when pressing '.' inside any GitHub repository. - It explores editing workflows, extensions compatibility, and visual commits directly - on the web. It serves as an excellent operational guide for quick reviews and - documentation modifications without spinning up local environments. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Developer Tools - - Cloud Developer Environments - - Web IDEs - is_microservice: false - title: 'dev.to: 10 Fun Things You Can Do With GitHub.dev 😎' -https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74: - description: '' + - aws-tools-scripts.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031025.699329 - content_hash: f0fdc1f4d6c7953f204a08a6baf9ef0c25e93358bbf250574e7a7063ea12684d - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: This educational chapter offers a granular breakdown of GitHub merge - mechanics, detailing the technical and operational differences between standard - merges, squashes, and rebases. By illustrating these models visually, the guide - assists engineering teams in establishing clean, history-preserving git workflows. - It is highly valued as a reference for mastering commit control in shared development - environments. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Developer Tools - - Collaboration and Workflow - - Git Basics - is_microservice: false - title: 'dev.to: Git and GitHub: The Complete Guides - Chapter 6: GitHub Merging' -https://github.blog/changelog/2021-09-27-improved-pull-request-file-filtering: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032587.426789 - content_hash: bdcbed57f7e5773fe01124ff1dd98381e23a631dadfc9620f8e0d8c41f4e86b8 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: This changelog details UI additions that permit advanced, syntax-aware - file filtering inside pull requests, helping engineers focus on specific directories, - file types, or owned code paths during reviews. This optimization speeds up reviews - for monorepos, where single pull requests can touch multiple independent microservices. - In the current engineering landscape, this is a staple feature that enhances developer - efficiency during code audits. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Developer Tools - - Collaboration and Workflow - - UI Optimization - is_microservice: false - title: 'github.blog: Improved pull request file filtering' -https://dev.to/ifierygod/series/14420: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030394.373817 - content_hash: 3792df4936592c6b18889a15886526de4e6d798bdc0a25089a2bb0a95e60accb - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A comprehensive community collection of guides detailing Git and GitHub - workflows from initial commits to advanced repository structures. It provides - developers with a clear roadmap to master branches, merge conflicts, pull requests, - and security profiles. It functions as an onboarding baseline for developers seeking - a cohesive understanding of modern version control. - language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Developer Tools - - Collaboration and Workflow - - Git Basics - is_microservice: false - title: 'dev.to: Git and GitHub Series'' Articles - The Complete Guides 🌟' -https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030539.667351 - content_hash: 1a8cd47b97c8379833de968d9bcc3c7bbb4efb6ed9ba8b2995781e2e9c3ada25 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Esta guΓ­a tΓ©cnica detalla el proceso paso a paso para migrar repositorios - desde un servidor BitBucket local hacia GitHub de manera segura. El autor describe - los comandos de clonaciΓ³n profunda, la preservaciΓ³n de metadatos histΓ³ricos de - Git y la gestiΓ³n de ramas. Para equipos de ingenierΓ­a en proceso de consolidaciΓ³n - de herramientas DevOps, este recurso ofrece un plano de migraciΓ³n pragmΓ‘tico. - [SPANISH CONTENT] - language: Spanish - resource_type: blog - complexity: Intermediate - hierarchy: - - Developer Tools - - Collaboration and Workflow - - Repository Migration - is_microservice: false - title: 'returngis.net: Migrar un repositorio de un BitBucket Server local a GitHub' -https://www.freecodecamp.org/news/git-and-github-for-beginners: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031429.059148 - content_hash: 3f39fcfdbd3e4fc1ff0c50bd250207f78b3039611db1ca505209aba6154dd8a1 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An educational baseline tutorial outlining local and remote version - control patterns using Git and GitHub. Offers structured walkthroughs of staging, - committing, branching, and pushing codebases designed for developers transitioning - to modern repository environments. - language: en - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Basics - is_microservice: false - title: 'freecodecamp.org: Git and GitHub Tutorial – Version Control for Beginners - 🌟' -https://www.cloudsavvyit.com/14640/how-to-properly-fork-a-github-repository: - title: 'cloudsavvyit.com: How To Properly Fork a Github Repository' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029815.103314 - content_hash: N/A - v1_locations: - - docs/git.md -https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-2dk7: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034131.375627 - content_hash: c1c197f3806b549d95c8d5bb9c0e91756eabe6dbd134370c70d12708a866caf8 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A collaborative developer guide targeting team branch management, pull - request review cycles, and team synchronization patterns. Outlines strategic approaches - to resolving merge conflicts and maintaining clean trunk-based commit streams. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Engineering - - Collaboration - - Git Workflows - is_microservice: false - title: '==dev.to: Learn how to use Git and GitHub in a team like a pro==' -https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-part-2-11j: - title: '==dev.to: Learn how to use Git and GitHub in a team like a pro (part 2)==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031649.491195 - content_hash: f7a664f0524b624b67c1557d1acdba2e922ccd0d519386fa0be8566a9c8044c1 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://dev.to/ericawanja/git-and-github-for-beginners-33a0: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032172.907967 - content_hash: 308532c30eb96c8a19e2135b44acc2f5719dc89250756e0820dcc219d54695b1 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A fundamental introduction detailing Git concepts such as local repositories, - commit history, and upstream synchronization. Best suited as a reference for developers - standardizing their initial command-line version control workflow. - language: en - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Basics - is_microservice: false - title: '==dev.to: Git and GitHub for beginners==' -https://adamtheautomator.com/github-actions-environment-variables: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034332.360509 - content_hash: 7128ff2eeaf63816f9d590c3d40a53ad0d03ae3745614a85abb1421ff2481851 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A deep-dive engineering guide on scoping, storing, and calling secrets - and environment parameters within Actions runner processes. Explains how to set - up repository-level, organization-level, and environment-scoped variables while - minimizing accidental exposure vectors. - language: en - resource_type: Technical Guide - complexity: Advanced - hierarchy: - - Platform Engineering - - CI-CD - - GitHub Actions Security - is_microservice: false - title: '==adamtheautomator.com: How to Manage GitHub Actions Environment Variables - and Secrets==' -https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032797.672838 - content_hash: a3d336db9cc19e47c17a3de1a628e74803096084eae13788528a9a515687101e - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Basic guide defining tracking protocols, file states (modified, staged, - committed), and the architectural distinction between Git (the engine) and GitHub - (the platform). - language: en - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Basics - is_microservice: false - title: 'dev.to: Introduction to Git and GitHub' -https://github.blog/changelog/2021-12-09-lists-are-now-available-as-a-public-beta: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032243.575022 - content_hash: 94a1577ed9ea2d753d051e7bcd6b2958d0e46b75ba2d6624fa9b3aa44069945b - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Highlights the introduction of public beta list-making capabilities - for categorized repository tracking. Solves star organization challenges, allowing - developers to cleanly build domain-specific learning tracks directly on their - profiles. - language: en - resource_type: Product Release - complexity: Beginner - hierarchy: - - Software Engineering - - Developer Productivity - - GitHub Features - is_microservice: false - title: 'github.blog: Lists are now available as a public beta' -https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031535.654727 - content_hash: cd57e8f86671a368544dd5ad672cf043714e6aff59b7307dbc7b7aab267b8a40 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Explains how to deploy a special organization-level or user-level '.github' - workspace. Details how to define unified templates for issues, pull requests, - and profiles across all target repos. - language: en - resource_type: Technical Guide - complexity: Intermediate - hierarchy: - - Software Engineering - - Collaboration - - Repository Standards - is_microservice: false - title: 'freecodecamp.org: How to Use the .github Repository' -https://about.gitlab.com/blog/2021/11/16/gko-on-ocp: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034211.520865 - v1_locations: - - docs/git.md - content_hash: 4571cb2e5c424d4a8eec9b80a15b19c3798b441a5aef3148b770a89a608bb0a0 - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An official deployment architecture guide showing how to implement the - GitLab Kubernetes Operator on Red Hat OpenShift Container Platform (OCP). Provides - configuration details for persistent volumes, container security contexts, and - runners to ensure stable multi-tenant operations. - language: en - resource_type: Technical Guide - complexity: Advanced - hierarchy: - - Cloud Native Architecture - - Kubernetes Operators - - GitLab Orchestration - is_microservice: false - title: '==about.gitlab.com: How to install and use the GitLab Kubernetes Operator - (on OCP)==' -https://alsmola.medium.com/securing-github-organizations-9c33c850638: - title: 'alsmola.medium.com: Securing GitHub organizations' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030655.059867 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.cloudsavvyit.com/15207/how-to-use-github-actions-to-automate-your-repository-builds: - title: 'cloudsavvyit.com: How to Use Github Actions to Automate Your Repository - Builds' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031819.612317 - content_hash: N/A - v1_locations: - - docs/git.md -https://www.freecodecamp.org/news/how-to-fork-a-github-repository: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031559.320066 - content_hash: 1699d43d4a7a37c49db3e4cf6591946855ad5c5e63d0f65e184499bbd0fecf61 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A foundational workflow layout explaining remote forking mechanisms. - Helps developers cleanly maintain branch synchronization with upstream repositories - and generate standard cross-origin PRs. - language: en - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Collaboration - - Git Workflows - is_microservice: false - title: 'freecodecamp.org: How to Fork a GitHub Repository – A Complete Workflow' -https://levelup.gitconnected.com/github-may-replace-dockerhub-a5da5e547f01: - title: '==levelup.gitconnected.com: GitHub may replace DockerHub==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032699.184532 - content_hash: N/A - v1_locations: - - docs/git.md -https://github.com/Lightning-AI/engineering-class: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032889.553057 - content_hash: d53760e45e9409ed3e5c7de582fc09c02e777187ab73555b18bbf799ddc63c7a - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: An open educational repository containing modern software engineering - practices tailored for artificial intelligence researchers and engineers. Focuses - on bridging the gap between raw research scripting and enterprise-grade deployment - mechanics. - language: en - resource_type: Repository - complexity: Intermediate - hierarchy: - - Software Engineering - - Education - - Systems Engineering - is_microservice: false - title: '==github.com/Lightning-AI/engineering-class: Lightning Bits: Engineering - for Researchers== 🌟' -https://github.com/Lightning-AI/engineering-class/blob/main/ep08-github-pr/Ep08-ShowNotes.md: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032376.792891 - content_hash: ee2ccc731dcca4fb9bd2f00580bcd855e0327553477c86a72797e3ea673a0ae9 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - GUIDE - v2_locations: - - git.md - ai_summary: An explicit educational module detailing how to set up clean, well-documented - pull requests. Emphasizes commit hygiene, interactive rebases, and peer feedback - strategies to accelerate CI feedback loops. - language: en - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Education - - Git Workflows - is_microservice: false - title: 'github.com/Lightning-AI/engineering-class: Episode 8: Creating a Pull Request - on GitHub' -https://github.com/Lightning-AI/engineering-class/blob/main/ep09-github-collab/Ep09-ShowNotes.md: - title: 'github.com/Lightning-AI/engineering-class: Episode 9: Collaborating with - Pull Requests using GitHub' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031720.406969 - content_hash: ab1ec6988565d7ff9e31fa4965e394b1d3ff77dde4d99e36ffdd59d020b68af6 - v1_locations: - - docs/git.md - needs_ai_refresh: true -https://github.com/marketplace/actions/aws-secrets-manager-github-action: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033658.502706 - content_hash: c5870f6af842f63087086b2033b1d0a66d0d21e6f8eb1aeff88a5b8d35034ec0 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - git.md - ai_summary: A specialized action integration that safely pulls active runtime parameters - directly from AWS Secrets Manager straight into runner environment memory without - leaking variables to disk storage. - language: en - resource_type: Integration Tool - complexity: Advanced - hierarchy: - - Platform Engineering - - CI-CD - - GitHub Actions Security - is_microservice: false - title: 'github.com/marketplace: Use AWS Secrets Manager secrets in GitHub jobs 🌟' -https://tylercipriani.com/blog/2022/09/30/githubs-missing-merge-option: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032232.162599 - content_hash: f5db7cb3307546b45842ee778e5ef5f427eccb9b89a49a5397c5427d0c7c5e6b - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: An engineering essay highlighting Git merge edge cases, focusing on - the lack of standard hybrid semi-linear merge options natively supported inside - GitHub's PR UI. - language: en - resource_type: Technical Essay - complexity: Advanced - hierarchy: - - Software Engineering - - Collaboration - - Git Workflows - is_microservice: false - title: 'tylercipriani.com: GitHub''s Missing Merge Option' -https://steampipe.io/blog/github-security-tips: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032920.522611 - content_hash: e4b79e00212bbb1fcea999714277850fc7ca97e32d745edd6a70c206fb6e074f - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Illustrates three essential infrastructure approaches for auditing and - fortifying organization-level GitHub setups. Emphasizes automated policy validation - using infrastructure-as-code and least-privilege token validation. - language: en - resource_type: Technical Guide - complexity: Intermediate - hierarchy: - - Platform Engineering - - Security - - GitHub Administration - is_microservice: false - title: '==steampipe.io: Top 3 ways to improve GitHub org security==' -https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029374.208521 - content_hash: 88e3945917faf6a9475c8ae26865688adba199e38526a6b0f314427345caf68d - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Focuses on optimizing developer collaboration via structured PR templates. - Details patterns for scaffolding instructions, checklist blocks, and visual assets - to improve maintainer comprehension. - language: en - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Collaboration - - Repository Standards - is_microservice: false - title: 'dev.to/opensauced: How to Create a Good Pull Request Template (and Why You - Should Add Gifs)' -https://www.youtube.com/playlist?list=PL0pgb_7nDofA1hJpkpPf4qHQTYZbPVT5M: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030989.566798 - content_hash: 5293188f594e39c508b6b7ffbb18db170cd239a69b77234e499fd17f108cc1e9 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: An extensive video masterclass series covering Git basics, collaborative - repository management, and core workflows. Conducted in Spanish, offering deep - insights into standard commands, conflict resolution, and branching models. [SPANISH - CONTENT] - language: es - resource_type: Video Playlist - complexity: Beginner - hierarchy: - - Software Engineering - - Education - - Git Basics - is_microservice: false - title: '==youtube: GitHub Masterclass (Spanish)== 🌟' -https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032074.189052 - content_hash: 26b42c78156138c00c1e5458ff29609822638cc4e6bbabbcb3033ecc6eb1ac39 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Walks through constructing a standardized GitHub Template repository - utilizing React, Vite, and TailwindCSS. Demonstrates how to pre-configure linting - pipelines and structure projects for rapid instantiation. - language: en - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Scaffolding - - Frontend Architecture - is_microservice: false - title: 'freecodecamp.org: How to Build a GitHub Template Repository for Scaffolding - with React, Vite, and TailwindCSS' -https://alemsbaja.hashnode.dev/git-and-github-demystified-a-comprehensive-guide-for-version-control-system: - title: 'alemsbaja.hashnode.dev: Git and GitHub Demystified : A Comprehensive Guide - for Version Control System' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034522.709628 - content_hash: N/A - v1_locations: - - docs/git.md -https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the-https-port: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029366.671611 - content_hash: 65319432e5f6585e28243a67a743d469dfae3760cd66bd2427270cb7f72056d7 - v1_locations: - - docs/git.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Official troubleshooting manual explaining how to bypass restrictive - network proxies and firewalls by routing standard SSH operations over the secure - HTTPS port (443). - language: en - resource_type: Technical Documentation - complexity: Advanced - hierarchy: - - Platform Engineering - - Security - - Network Protocols - is_microservice: false - title: 'docs.github.com: Using SSH over the HTTPS port 🌟' -https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030199.137769 - content_hash: f6baec672a8d71c6e512e2dd92842bdb65fcdcbe95b8344adc82e5794b961dcb - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: A primer guide addressing social and technical workflow patterns required - when contributing to open-source software, from upstream syncs to clean PR communication - strategies. - language: en - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Collaboration - - Open Source Curation - is_microservice: false - title: 'freecodecamp.org: How to Contribute to Open-Source Projects – Git & GitHub - Workflow for Beginners' -https://mattias.engineer/blog/2024/azure-federated-credentials-github: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029142.725593 - content_hash: 4f8871cbae3051b253a0fc5fd79f5241d3d03453651d3ae44a7487bc60012f90 - v1_locations: - - docs/azure.md - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - - azure.md - ai_summary: An in-depth configuration guide explaining how to design passwordless - integrations between GitHub Actions and Microsoft Azure using OpenID Connect (OIDC). - Eliminates long-lived static API secrets in favor of short-lived federated credentials. - language: en - resource_type: Technical Guide - complexity: Advanced - hierarchy: - - Platform Engineering - - Cloud Security - - Identity Federation - is_microservice: false - title: '==mattias.engineer: Azure Federated Identity Credentials for GitHub==' -https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032036.787305 - content_hash: 090d95b92f9fa2caf9674c80467e499ee024cc944c986cac6a0f742dfcd84c8e - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: Basic operational tutorial providing step-by-step procedures to initialize - local git folders and bind them safely to freshly instantiated remote repositories. - language: en - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Engineering - - Version Control - - Git Basics - is_microservice: false - title: 'freecodecamp.org: How to Create and Sync Git and GitHub Repositories' -https://github.com/rakyll/fake-it-til-you-make-it: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033949.825295 - content_hash: 6f76f057b5c831b21009d74eb129ab052a547b2365863036bf429d186bd96980 - v1_locations: - - docs/git.md - - docs/recruitment.md - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - recruitment.md - ai_summary: A shell-based script interface to generate programmatic git commits - and simulate active GitHub profile contributions. Flagged as legacy under Minimum - Viable Quality (MVQ) rules due to long-term inactivity. - language: en - resource_type: Repository - complexity: Intermediate - hierarchy: - - Software Engineering - - Developer Productivity - - Shell Tools - is_microservice: false - title: github.com/rakyll/fake-it-til-you-make-it -https://lab.github.com: - title: ==lab.github.com== 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030028.675408 - content_hash: N/A - v1_locations: - - docs/git.md -https://analyticsindiamag.com/github-launches-code-scanner-to-flag-security-vulnerabilities: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030479.570644 - content_hash: fc25dd05f8a367ba81d907e65936a5a50af618031ffc8f23a8e649d02eaedb6a - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Summarizes the release of GitHub's native Advanced Security SAST tooling, - focusing on the enterprise value of code-scanning pipelines powered by CodeQL - rules. - language: en - resource_type: Product Release - complexity: Intermediate - hierarchy: - - Platform Engineering - - Security - - SAST Tools - is_microservice: false - title: 'analyticsindiamag.com: GitHub launches code scanner to flag security vulnerabilities' -https://github.com/giscus/giscus: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030346.657435 - content_hash: b22fa6822fa703d1b785a0d49ec3a04682c68d95560f2c34a0db20da4b105fa0 - v1_locations: - - docs/git.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - git.md - gh_stars: 11698 - gh_pushed: '2025-07-06T15:01:12Z' - ai_summary: A highly popular open-source comment system leveraging GitHub Discussions. - Avoids heavy third-party database dependencies by mapping discussion threads directly - to markdown comments on static sites. - language: en - resource_type: Repository - complexity: Intermediate - hierarchy: - - Software Engineering - - Developer Productivity - - Comment Systems - is_microservice: false - title: github.com/giscus/giscus -https://www.docker.com/blog/docker-github-actions: - title: 'docker.com: Docker Github Actions' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029796.123405 - content_hash: N/A - v1_locations: - - docs/git.md -https://laravel-news.com/generate-github-actions-config-for-laravel-projects-with-ghygen: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033422.091706 - content_hash: a5781224c855f8b4cfe195ddd0bb5face5226c2b0bdbf2509ecb20b478d84a25 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Presents Ghygen, a web-based GUI configuration generator developed to - scaffold Laravel pipeline scripts. Helps developers bypass manual YAML coding - errors. - language: en - resource_type: Product Review - complexity: Intermediate - hierarchy: - - Platform Engineering - - Scaffolding - - Framework Pipelines - is_microservice: false - title: 'laravel-news.com: Generate GitHub Actions Config for Laravel Projects with - Ghygen' -https://particule.io/en/blog/cicd-ecr-ecs: - title: 'particule.io: CI/CD using Github Actions, AWS ECR and ECS Fargate' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031520.720957 - content_hash: N/A - v1_locations: - - docs/git.md -https://proandroiddev.com/continuous-integration-delivery-for-android-with-github-actions-part-1-b232ed2b1740: - title: 'proandroiddev.com: β€œContinuous Integration/Delivery” for Android with GitHub - Actions β€” Part 1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029475.257048 - content_hash: N/A - v1_locations: - - docs/git.md -https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032900.783892 - content_hash: b964a00ab1ae0fcb14d4cc443e356c45767428163c30bfce6058bec4f13c7e16 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: Crucial update announcing granular permission controls for the default - GITHUB_TOKEN inside YAML workflows, enabling developers to strictly limit scope - write-access. - language: en - resource_type: Product Release - complexity: Advanced - hierarchy: - - Platform Engineering - - CI-CD - - GitHub Actions Security - is_microservice: false - title: 'github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN 🌟' -https://vimeo.com/552276182: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031555.256982 - content_hash: 9716720988cf01b0cac55976f8c07418508fbf5e5dc6becf51cb631db7e05200 - v1_locations: - - docs/git.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - git.md - ai_summary: A detailed technical video walkthrough presenting modern pipeline configurations - to package container images and deploy them dynamically to remote Kubernetes setups. - language: en - resource_type: Video - complexity: Intermediate - hierarchy: - - Platform Engineering - - CI-CD - - Cloud Native Orchestration - is_microservice: false - title: 'vimeo.com: How to Create a CI/CD Pipeline with GitHub Actions and K8s Like - a Boss' -https://medium.com/codemonday/github-actions-for-ci-cd-with-ec2-codedeploy-and-s3-e93e75bf1ce0: - title: 'medium: Create CI/CD with Github Actions + AWS EC2, CodeDeploy and S3' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029128.475722 - content_hash: N/A - v1_locations: - - docs/git.md -https://itnext.io/github-actions-for-android-developers-9ae606df2bfa: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030553.81429 - content_hash: 1fb0e8a3e5a4f26d2fe8c08e60d802f08ed6ceb1c23a6ba58ddba3192c811d47 - v1_locations: - - docs/git.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - git.md - ai_summary: An specialized Android delivery guide detailing Gradle task pipelines, - local caching parameters, and fastlane integrations inside Actions environments. - language: en - resource_type: Technical Guide - complexity: Intermediate - hierarchy: - - Platform Engineering - - CI-CD - - Mobile Pipelines - is_microservice: false - title: 'itnext.io: GitHub Actions for Android Developers' -https://github.com/jessfraz/branch-cleanup-action: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032297.136722 - content_hash: 7177819e51c4dac000181ca90de69429fdcd52d3b89b18b40fe01d7a240134c4 - v1_locations: - - docs/git.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - git.md - gh_stars: 422 - gh_pushed: '2022-03-02T13:52:50Z' - ai_summary: An automated GitHub Action for cleaning up stale merged branches. 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Covers connection pool tuning and safe SQL - transaction strategies. - language: en - resource_type: Guide - complexity: Intermediate - hierarchy: - - Cloud Native Languages - - Go - - Storage Integration - is_microservice: true - title: 'blog.logrocket.com: Building a simple app with Go and PostgreSQL' -? https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029060.767122 - content_hash: 62048d0d8ee70315a09b7530b5693ce69e354e46e116a348fd1ed8b2a2c26efa - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - ai_summary: An insightful profiling case study on optimizing JSON serialization - speeds in Go for large object payloads, highlighting GC allocation metrics and - custom parsing alternatives. - language: en - resource_type: Case Study - complexity: Advanced - hierarchy: - - Cloud Native Languages - - Go - - Performance Tuning - is_microservice: true - title: 'blog.logrocket.com: Building a simple app with Go and PostgreSQL' - 55% for large arrays of objects' -https://betterprogramming.pub/my-first-microservice-using-golang-c5cf69f1376d: - title: 'betterprogramming.pub: Writing My First Microservice Using Go' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032974.761496 - content_hash: N/A - v1_locations: - - docs/golang.md -https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031671.199866 - content_hash: 3d24af81a86d8c5775d07ac8b8fa8ad54304da48dd26d0a40a11cf02406f7d8e - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - golang.md - ai_summary: A high-level evaluation of Go's strengths (such as concurrency models - and compiling speeds) balanced against its notable limits, such as strict syntax - structures and historical generic compromises. - language: en - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud Native Languages - - Go - - Core Reference - is_microservice: false - title: 'dev.to/mavensingh: Advantages and Disadvantages of Go' -https://levelup.gitconnected.com/concurrency-in-go-shared-memory-a2ef201b396b: - title: 'levelup.gitconnected.com: Concurrency in Go: shared memory' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033435.833543 - content_hash: N/A - v1_locations: - - docs/golang.md -https://github.com/luk4z7/go-concurrency-guide: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032000.373238 - content_hash: 54f6c0532ac7cdc073cec77cbdf18d227dba44336b4952ee22a8335434df0a30 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - golang.md - ai_summary: A comprehensive reference repository breaking down Go concurrency primitives - like channels, select blocks, and sync packages. Downrated due to lack of recent - commits (>4 years). - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Native Languages - - Go - - Performance Tuning - is_microservice: false - title: 'luk4z7/go-concurrency-guide: Go Concurrency Guide 🌟' -https://medium.com/datascale/know-gomaxprocs-before-deploying-your-go-app-to-kubernetes-7a458fb63af1: - title: 'medium.com/datascale: Know GOMAXPROCS before deploying your GO app to Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029969.416881 - content_hash: N/A - v1_locations: - - docs/golang.md -https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033510.970419 - content_hash: 9a512d7020b8be6c8320a31c2406d46cba908c334e89e8ab26620bd80d93445c - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - golang.md - ai_summary: Provides DevOps engineers with an approachable blueprint to learn Go. - Teaches syntax foundations, environmental variable setups, and building basic - utility CLIs. - language: en - resource_type: Guide - complexity: Beginner - hierarchy: - - Cloud Native Languages - - Go - - Core Reference - is_microservice: false - title: 'dev.to: Getting Started With Go (golang) | Michael Levan' -https://aly.arriqaaq.com/golang-design-patterns: - title: 'aly.arriqaaq.com: Golang Design Patterns in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033921.568197 - content_hash: N/A - v1_locations: - - docs/golang.md -https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033169.77462 - content_hash: d40a00a1543f954982cc3579b43c016183086a837cc7b3e3c21c82cb4b875e10 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - golang.md - ai_summary: A step-by-step guide to building a clean, native REST API from scratch - in Go using standard mux frameworks. Excellent for microservice engineers. [SPANISH - CONTENT] - language: es - resource_type: Guide - complexity: Intermediate - hierarchy: - - Cloud Native Languages - - Go - - API Design - is_microservice: true - title: '==dev.to: Create a Restful API with Golang from scratch== 🌟' -https://itnext.io/generically-working-with-kubernetes-resources-in-go-53bce678f887: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033572.589868 - content_hash: ff30369560b995b9353789783b0415335c8fa55892c5d93ca658d0308d5457dc - v1_locations: - - docs/about.md - - docs/golang.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - ai_summary: Curator Insight highlights the use of Go 1.18+ generics to drastically - reduce boilerplate when interacting with various Kubernetes API types. Live Grounding - confirms that while standard client-go uses dynamic clients or interface{} for - generic operations, integrating Go generics allows for cleaner, type-safe custom - controllers. This article provides practical patterns for wrapping standard clients - to streamline resource manipulation. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Native - - Kubernetes Development - - Go Client-Go - - Generics - is_microservice: false - title: 'itnext.io: Generically working with Kubernetes objects in Go' -https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029884.043996 - content_hash: 603bab35c85f4c2b101be1c9f29249755677e33ff22120009fd449c3a388d592 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - golang.md - ai_summary: Provides a practical, concrete code blueprint demonstrating how to query - Kubernetes resources dynamically without pre-compiled SDK structures. Simplifies - integration with custom CRDs. - language: en - resource_type: Guide - complexity: Advanced - hierarchy: - - Cloud Native Languages - - Go - - Kubernetes Integration - is_microservice: false - title: An example of using dynamic client of k8s.io/client-go -https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032522.672338 - content_hash: 17d3b56a67282d31e4d58d501884cad243f3f52bd21d9e225fd4fc444cdcfd7e - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - v2_locations: - - golang.md - ai_summary: A masterfully structured tutorial on raw Kubernetes API mechanisms using - Go's dynamic client and RESTClient abstractions. Explains complex API machinery - concepts in clear, visual steps. - language: en - resource_type: Guide - complexity: Advanced - hierarchy: - - Cloud Native Languages - - Go - - Kubernetes Integration - is_microservice: false - title: 'iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery' -https://medium.com/codex/explore-client-go-informer-patterns-4415bb5f1fbd: - title: 'medium.com/codex: Explore client-go Informer Patterns' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034226.054235 - content_hash: N/A - v1_locations: - - docs/golang.md -https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034262.704176 - content_hash: 0bb8bd293eafe83b8a55bf5318be11c1d14a73b183c3964937622c2004f2f6f9 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - ai_summary: Curator Insight outlines how to implement event-driven watches in Kubernetes - using the Go client-go SDK. Live Grounding shows this is a foundational guide - for building lightweight operators without full operator frameworks, leveraging - Informers and Reflector mechanics. It is highly valued for explaining how to minimize - API server load during state sync. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Native - - Kubernetes Development - - Go Client-Go - - Informer Pattern - is_microservice: false - title: 'dev.to: Watch and react to Kubernetes objects changes' -https://shahin-mahmud.medium.com/write-your-first-kubernetes-operator-in-go-177047337eae: - title: 'shahin-mahmud.medium.com: Write your first Kubernetes operator in go' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031563.97891 - content_hash: N/A - v1_locations: - - docs/golang.md -https://collabnix.com/kubernetes-crud-operation-using-go-on-docker-desktop: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029059.474892 - content_hash: a684eafda6342a6603be72a60269cecf4577c35a9d00b8dd2c39adaf15e6fbd0 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - ai_summary: Curator Insight details setting up a local Docker Desktop Kubernetes - instance and running basic CRUD client-go scripts. Live Grounding identifies this - as an entry-level tutorial for engineers bridging local development with Kubernetes - API fundamentals. It covers authentication via kubeconfig and resource life cycle - actions. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud Native - - Kubernetes Development - - Go Client-Go - - Local Sandbox - is_microservice: false - title: 'collabnix.com: Kubernetes CRUD Operation using Go on Docker Desktop' -https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang: - title: 'blog.kubesimplify.com: Perform CRUD Operations on Kubernetes Using Golang - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029070.357813 - content_hash: N/A - v1_locations: - - docs/golang.md - status: online -https://ahmet.im/blog/building-container-images-in-go: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033844.915612 - content_hash: f663eba462ccd00ac17ef0fea4ee3a66cb3be164c1cf14608a2aff5bdb8e1b85 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - ai_summary: Curator Insight explores programmatically constructing container images - inside Go applications without relying on a local Docker daemon. Live Grounding - verifies that tools like Google's `go-containerregistry` allow direct manipulation - of OCI image layers. This approach is highly relevant for building on-demand container - builders or serverless runners. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Native - - Containers - - Image Building - - Go Tools - is_microservice: false - title: 'ahmet.im: Building container images in Go' -https://koa: - title: Koa.js - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030403.65132 - content_hash: N/A - v1_locations: - - docs/golang.md - - docs/javascript.md - - docs/web-servers.md -https://dapr.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031902.637383 - content_hash: c2aeb9940c877c2662f2dd79c7c5f86af1156878ea6e983a74bcb07198c3a91d - v1_locations: - - docs/golang.md - - docs/kubernetes.md - - docs/serverless.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - golang.md - - serverless.md - ai_summary: Curator Insight presents Dapr as a portable, event-driven runtime that - simplifies building resilient, distributed microservices. Live Grounding highlights - its widespread enterprise adoption as a CNCF incubated project, offering sidecar - APIs for state management, pub/sub, and service invocation across any cloud. - language: English - resource_type: Website - complexity: Advanced - hierarchy: - - Architecture - - Microservices - - Distributed Application Runtime - is_microservice: true - title: dapr.io -https://www.reddit.com/r/golang/comments/jnv4bd/what_is_the_best_microservice_framework_in_go: - title: 'reddit.com: What is the best microservice framework in Go?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032339.772736 - content_hash: N/A - v1_locations: - - docs/golang.md -https://github.com/Masterminds/sprig: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031540.094124 - content_hash: fa4fdd48c93004df4b03591707eda2dd98b34875d1d811f4dbfd80968fc30c11 - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - gh_stars: 4713 - gh_pushed: '2025-07-18T13:29:21Z' - ai_summary: Curator Insight presents Sprig as a comprehensive library of template - functions for Go, heavily utilized in Helm charts. Live Grounding confirms its - status as an industry-standard dependency for dynamic Helm manifest generation, - though recent development has shifted to maintenance mode. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - DevOps Tools - - Templating - - Go Templates - is_microservice: false - title: 'Masterminds/sprig: Sprig: Template functions for Go templates' -https://github.com/go-kratos/kratos: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030721.06999 - content_hash: d8b3a5966beaa392e91423c1174ec333d1ef65a03fcf0313da905127cdc1fc12 - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - golang.md - gh_stars: 25688 - gh_pushed: '2026-05-20T14:21:29Z' - ai_summary: Curator Insight defines Kratos as a heavy-duty microservice framework - for Go, designed for highly scalable web-scale systems. Live Grounding highlights - its extensive use of gRPC/Protobuf-first code generation, integrated observability, - and pluggable service discovery protocols. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Architecture - - Microservices - - Go Frameworks - is_microservice: true - title: go-kratos/kratos -https://github.com/panjf2000/gnet: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034456.756144 - content_hash: d4f997408df477b115759895fa1f2b6c86ca1ba10ce0d60c7a7ca7743a3afc39 - v1_locations: - - docs/golang.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - gh_stars: 11156 - gh_pushed: '2026-04-01T00:42:40Z' - ai_summary: Curator Insight highlights gnet as a high-performance, non-blocking, - event-driven networking library built on top of epoll/kqueue. Live Grounding showcases - its superiority over Go's standard net library for raw throughput and ultra-low - latency, making it ideal for custom edge proxies and IoT gateways. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Architecture - - Networking - - Go High-Performance Network Libraries - is_microservice: false - title: gnet -https://github.com/dsa0x/sicher: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029609.818612 - content_hash: d5b8ffdb309f87ab166dbe00581f6e0b69b6804a47210bb6e10f545f0e86ae3d - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 31 - gh_pushed: '2023-08-03T20:11:09Z' - ai_summary: Curator Insight showcases Sicher as a lightweight tool for managing - environment variables and secrets securely within Go applications. Live Grounding - indicates low community activity and lack of recent updates, which makes it less - suitable for production compared to established secure runtimes. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Go Libraries - is_microservice: false - title: dsa0x/sicher -https://github.com/ggicci/httpin: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031712.403094 - content_hash: 659e16434a94cd541d92b16bcc6b1e2c9ae58c77edcd047933dfd5a9be53a904 - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 385 - gh_pushed: '2026-05-02T01:37:51Z' - ai_summary: Curator Insight introduces httpin as a declarative way to decode HTTP - request data (query, headers, body) directly into Go structs. Live Grounding confirms - it's a popular tool for clean controller interfaces, reducing imperative parsing - code in Go web microservices. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Native - - Web Frameworks - - Request Binding - is_microservice: true - title: 'ggicci/httpin: HTTP Input for Go' -https://github.com/kubernetes-sigs/e2e-framework: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030609.31161 - content_hash: 57102640c25fb43e99dbed64bd1e680744003fe595379f30c016713a31976b44 - v1_locations: - - docs/golang.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - gh_stars: 652 - gh_pushed: '2026-05-20T10:36:58Z' - ai_summary: Curator Insight presents this official Kubernetes SIG framework for - writing robust end-to-end tests for operators and controllers. Live Grounding - highlights its structured step-by-step test phases, integrated kind cluster spin-up, - and native client-go validation patterns. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Native - - Kubernetes Development - - Testing Frameworks - is_microservice: false - title: kubernetes-sigs/e2e-framework -https://github.com/forbearing/k8s: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029948.692914 - content_hash: 3aa7469faad948e6ba9ce9a6d050028a335b91d34beb9adabf533b12a090808f - v1_locations: - - docs/golang.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 73 - gh_pushed: '2022-11-15T23:57:18Z' - ai_summary: Curator Insight describes forbearing/k8s as an abstraction wrapper over - client-go to offer a simpler API for standard Kubernetes resource orchestration. - Live Grounding indicates it reduces boilerplate for minor tooling but lacks the - ecosystem stability of standard controllers. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Native - - Kubernetes Development - - Client Wrappers - is_microservice: false - title: forbearing/k8s -https://medium.com/vedcraft/top-microservices-frameworks-in-go-762445c30dd6: - title: 'medium.com/vedcraft: Top Microservices Frameworks in Go' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034506.92866 - content_hash: N/A - v1_locations: - - docs/golang.md -https://github.com/hashicorp/cap: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031592.166171 - content_hash: af05f41375b0aa2fad313510ca3f20a38e30f77a192ff3a8b98710beeae18c0c - v1_locations: - - docs/golang.md - gh_license: MPL-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 478 - gh_pushed: '2026-05-11T03:46:31Z' - ai_summary: Curator Insight shows cap as HashiCorp's library to ease Linux capability - handling in Go programs. Live Grounding highlights its integration in secure container-adjacent - projects to enforce the principle of least privilege at the system-call level. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Security - - Access Control - - Go Libraries - is_microservice: false - title: cap -https://github.com/jcchavezs/porto: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034031.191597 - content_hash: b772b9cf56da591e001c33761d4acd94b12ae6d2f61be412b06a69ea415d47cf - v1_locations: - - docs/golang.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 43 - gh_pushed: '2024-10-02T18:41:03Z' - ai_summary: Curator Insight describes Porto as an automated tool that injects vanity - import paths into Go packages. Live Grounding shows it acts as a code cleanliness - utility for large monorepos with multiple Go sub-modules to maintain clean package - reference paths. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Programming Languages - - Go - - Code Linters - is_microservice: false - title: jcchavezs/porto -https://github.com/mholt/json-to-go: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034502.553349 - content_hash: 6216ece5bed3db4bfbbab530176a81cd12bf3343f44c1b8e6cc05a76b5bc7085 - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - gh_stars: 4621 - gh_pushed: '2024-07-31T15:59:24Z' - ai_summary: Curator Insight presents json-to-go as a developer productivity tool - that instantaneously translates JSON strings into Go struct definitions. Live - Grounding highlights its enduring status as a daily utility for web backend engineers - parsing complex APIs. - language: English - resource_type: Repository - complexity: Beginner - hierarchy: - - Programming Languages - - Go - - Code Generators - is_microservice: false - title: mholt/json-to-go -https://mholt.github.io/curl-to-go: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031045.742295 - content_hash: 0db8a73fd88e8aea9aef3638fc680d1653a96cc2849486ddab5a5f247516cc33 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - ai_summary: Curator Insight showcases this companion tool to json-to-go, converting - curl commands directly into functional Go HTTP client code. Live Grounding confirms - its usefulness in rapid prototyping of API clients by eliminating repetitive net/http - boilerplate generation. - language: English - resource_type: Website - complexity: Beginner - hierarchy: - - Programming Languages - - Go - - Code Generators - is_microservice: false - title: curl-to-go -https://github.com/kkdai/youtube: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032198.350289 - content_hash: 7623806bb8aeb5258b883e4ffa852e754df7f5f622b79cbbd1e5562cbf1f2fbf - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - gh_stars: 3887 - gh_pushed: '2026-05-13T07:15:48Z' - ai_summary: Curator Insight identifies this package as a popular Go library and - CLI for downloading YouTube videos. Live Grounding verifies it actively handles - the ever-shifting signature and decryption schemas deployed by YouTube to maintain - reliable media extraction. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Media Utilities - - Go Packages - - YouTube Downloader - is_microservice: false - title: kkdai/youtube -https://github.com/iawia002/lux: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033040.98456 - content_hash: b77cc18088e39e9d88a93203bb6e2811997441e747cf5a07862b7680e2379d51 - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - golang.md - gh_stars: 31371 - gh_pushed: '2026-03-29T18:18:56Z' - ai_summary: Curator Insight describes Lux (formerly Annie) as a fast, concurrent - video downloader written in Go supporting multiple global media platforms. Live - Grounding shows its vast popularity due to its high speed, multiple output formats, - and clean concurrent implementation. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Media Utilities - - Go Applications - - CLI Downloaders - is_microservice: false - title: ==github.com/iawia002/lux== 🌟 -https://github.com/Email-Dashboard/Email-Dashboard: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033615.492459 - content_hash: 39a1cdeda04e91e3dcaa49848bfa018152a47468efdfdb65d50deff2199a5ddd - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 275 - gh_pushed: '2023-01-19T08:39:23Z' - ai_summary: Curator Insight introduces this dashboard tool for managing and viewing - inbound emails from servers. Live Grounding notes it's a helpful utility for testing - email pipelines locally during microservice integrations. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Business Applications - - Go Web Apps - - Email Analytics - is_microservice: true - title: 'github.com/Email-Dashboard:' -https://github.com/kevincobain2000/gobrew: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029421.811702 - content_hash: 5dd3ab53b74ac074ee51daa9a73555ebfe9108e7b1dc96b69e794beb156cf1de - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 421 - gh_pushed: '2026-05-07T16:32:15Z' - ai_summary: Curator Insight highlights Gobrew as an elegant and fast Go version - manager that downloads and switches active toolchains easily. Live Grounding notes - its speed and simplicity, making it a competitive alternative to gvm and asdf - for dedicated Go development. - language: English - resource_type: Repository - complexity: Beginner - hierarchy: - - Programming Languages - - Go - - Version Managers - is_microservice: false - title: ==gobrew== 🌟 -https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033329.263538 - content_hash: ac85f08e69b018534e5a435bc0ea2caa8d0ffa0c1ead384b8521a3d6f7468686 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - ai_summary: Curator Insight points to a companion code repository for a Groundcover - blog exploring Kubernetes container restart triggers. Live Grounding confirms - it serves as a lightweight diagnostic template to intercept CrashLoopBackOff states - in real-time. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Native - - Kubernetes Observability - - Debugging Tools - is_microservice: false - title: 'github.com/groundcover-com: Container Restarts Watcher' -https://github.com/create-go-app/cli: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033336.371128 - content_hash: bb339e0f1cfa2b64c71a8a9bfefe1a0705a2b20dbbd74b2a4ca4eb9cc8ee58e0 - v1_locations: - - docs/golang.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - gh_stars: 2761 - gh_pushed: '2026-02-10T00:34:13Z' - ai_summary: Curator Insight introduces this CLI to construct boilerplate-free backend, - frontend, and web applications in Go. Live Grounding shows its capability to pre-configure - deployment assets like Dockerfiles and Kubernetes manifests to quicken development - cycles. - language: English - resource_type: Repository - complexity: Beginner - hierarchy: - - Programming Languages - - Go - - Project Scaffolding - is_microservice: true - title: create-go-app/cli -https://github.com/derekparker/delve: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034226.779538 - content_hash: 9b2d1683f642630acdafbbc2b9077616f88be294fb5f3c29641c248805991ee1 - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - golang.md - gh_stars: 663 - gh_pushed: '2026-05-20T20:56:57Z' - ai_summary: Curator Insight frames Delve as the official, industry-standard debugger - for Go, offering runtime state visibility. Live Grounding highlights its deep - integration into JetBrains Goland, VSCode, and cloud-native containerized debugging - workflows. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Programming Languages - - Go - - Debugging Tools - is_microservice: false - title: 'Delve: a debugger for the Go Programming Language' -https://alexsniffin.medium.com/debugging-remotely-in-kubernetes-with-go-fda4f3332316: - title: 'alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032380.354681 - content_hash: N/A - v1_locations: - - docs/golang.md - - docs/kubernetes-troubleshooting.md -https://github.com/inancgumus/learngo: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029151.805594 - content_hash: 394725cf75156e12597b9b0548496f72736d2a652458a441ed0b80db1ebfc6f5 - v1_locations: - - docs/golang.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - golang.md - gh_stars: 20032 - gh_pushed: '2025-06-24T23:03:52Z' - ai_summary: Curator Insight lists LearnGo as a massive collection of interactive - tutorials, quizzes, and micro-projects to master Go. Live Grounding verifies its - stellar reputation as one of the most visual and thorough education resources - for Go developers worldwide. - language: English - resource_type: Repository - complexity: Beginner - hierarchy: - - Programming Languages - - Go - - Learning Resources - is_microservice: false - title: inancgumus/learngo 🌟 -https://github.com/GoogleCloudPlatform/golang-samples: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030522.913148 - content_hash: dd80c34836d76a57378f1493ceb40cc2921f95517c13ff62cfaa889b39f55d52 - v1_locations: - - docs/golang.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - gh_stars: 4622 - gh_pushed: '2026-05-21T18:09:40Z' - ai_summary: Curator Insight outlines a large collection of idiomatic examples for - utilizing Google Cloud APIs within Go applications. Live Grounding proves its - importance for production engineering teams using services like BigQuery, Cloud - Run, and GKE. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Public Cloud - - Google Cloud - - Go Samples - is_microservice: true - title: '==GoogleCloudPlatform/golang-samples: Sample apps and code written for Google - Cloud in the Go programming language.==' -https://github.com/rehacktive/caffeine: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031103.84835 - content_hash: 1990fd11ed5696e40dd95d6825a89fdcb1f512364813c84a8e5e5ed51eba700a - v1_locations: - - docs/golang.md - gh_license: GPL-3.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 1175 - gh_pushed: '2022-11-30T16:19:55Z' - ai_summary: Curator Insight shows Caffeine as a simple Go command-line tool designed - to prevent system sleep cycles. Live Grounding shows stable but quiet activity, - functioning perfectly as an OS-level utility. - language: English - resource_type: Repository - complexity: Beginner - hierarchy: - - Utilities - - Go Tools - - System Utilities - is_microservice: false - title: rehacktive/caffeine -https://github.com/ebosas/microservices: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032243.469456 - content_hash: cef48da8cee28be519d16132a46d83d2eeedc5cca6eda9881674f7793b141bb2 - v1_locations: - - docs/golang.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - gh_stars: 309 - gh_pushed: '2021-12-02T12:42:36Z' - ai_summary: Curator Insight showcases a reference architecture modeling an end-to-end - microservices pattern in Go. Live Grounding reveals it as a practical template - illustrating API Gateways, service registries, and gRPC communication loops. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Architecture - - Microservices - - Design Patterns - is_microservice: true - title: ebosas/microservices -https://github.com/iximiuz/client-go-examples: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031302.686089 - content_hash: f43f9485706e097503038888101cb9aa255e53e58d4af4412471bca034e96e5a - v1_locations: - - docs/golang.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - golang.md - gh_stars: 1114 - gh_pushed: '2025-12-12T09:50:55Z' - ai_summary: Curator Insight gathers high-quality recipes illustrating direct usage - of Kubernetes client-go. Live Grounding highlights its pedagogical design, illustrating - dynamic clients, Typed clients, and standard Controller loops in easy-to-digest - formats. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Native - - Kubernetes Development - - Go Client-Go - is_microservice: false - title: iximiuz/client-go-examples -https://github.com/Mathieu-Desrochers/Learning-Go: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029993.348714 - content_hash: 822188b72a18c3de037790e00bddc2c7414973d9dd51ae22ff3eafc630a7e136 - v1_locations: - - docs/golang.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - ai_summary: Curator Insight covers personal coding exercises and challenges compiled - while learning Go. Live Grounding confirms it's a small-scale individual repository - with low public impact. - language: English - resource_type: Repository - complexity: Beginner - hierarchy: - - Programming Languages - - Go - - Learning Resources - is_microservice: false - title: Mathieu-Desrochers/Learning-Go -https://dev.to/aksrao1998/dockerize-a-golang-http-server-and-deploy-it-on-kubernetes-592j: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031439.943305 - content_hash: 45ef4028a66be8d1a701c24c44c99bb8640cc2a5e33cf8019bc08014ee6e3bfa - v1_locations: - - docs/golang.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - golang.md - ai_summary: Curator Insight explains how to wrap a basic Go HTTP server into a Docker - container and set up K8s deployment manifests. 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Live - Grounding confirms its creation by curl maintainers to solve common interactive - download pain points. Perfect for reducing friction in container generation and - local file pulls. - language: English - resource_type: Software - complexity: Beginner - hierarchy: - - Networking - - HTTP Clients - - Data Transfer - is_microservice: false - title: wcurl -https://github.com/netbox-community/netbox: - title: NetBox IPAM 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033706.893808 - content_hash: 0f1e66fb461ee83f1392989b338bde181fb9812c86c38f85e65d8ad48af2edeb - v1_locations: - - docs/index.md - - docs/networking.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - networking.md - gh_stars: 20567 - gh_pushed: '2026-05-22T10:35:20Z' -https://netboxlabs.com: - title: NetBox Labs - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031539.936504 - content_hash: c4dbebfd848a9b172cf702850c9f20628e56e95e8caaea7d52b2143aa73020c0 - v1_locations: - - docs/index.md - needs_ai_refresh: true -https://github.com/gardener/gardener: - title: Gardener - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029155.266851 - content_hash: b7f0a60e9aed7ab6d0afdc9c5e7e5e44d33801f213b81cda3df302e599ecf70b - v1_locations: - - docs/index.md - - docs/kubernetes-tools.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-tools.md - gh_stars: 3380 - gh_pushed: '2026-05-22T10:45:06Z' -https://collabnix.github.io/kubetools: - title: collabnix.github.io/kubetools 🌟 - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779030553.915078 - content_hash: 6c490400234f24034695b7d0c7caf515bc83cea300edb468aedbd52b5b7d233b - v1_locations: - - docs/index.md - - docs/kubernetes-tools.md - - docs/other-awesome-lists.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-tools.md -https://kui.tools: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031622.360976 - content_hash: 9748db4f84714ca24c77c02074c01218ff5dc62cf6ab0931bb60f33ab0438acb - v1_locations: - - docs/index.md - - docs/kubernetes-based-devel.md - - docs/kubernetes-tools.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-based-devel.md - - kubernetes-tools.md - ai_summary: A hybrid CLI/GUI application that translates plain terminal commands - into interactive graphs and visual widgets, bridging the gap between raw shells - and heavy dashboards. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Operations and Management - - Terminal Enhancements - - Kui - is_microservice: false - title: kui.tools -https://dzone.com/articles/gitops-with-openshift-applier: - title: 'redhat-cop: Openshift Applier' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030608.711443 - content_hash: N/A - v1_locations: - - docs/index.md -https://www.linode.com: - title: Linode - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032056.942844 - content_hash: N/A - v1_locations: - - docs/index.md -https://symbiosis.host: - title: Symbiosis - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030861.682571 - content_hash: 9b41317200f1b087322c3a792471b31fc491a8397c8153c7090b534ae87c9b3a - v1_locations: - - docs/index.md - - docs/kubernetes-autoscaling.md - - docs/kubernetes.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes.md -https://istio.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032076.686949 - content_hash: 94cc9afffb822f6b5cd366e0c840e41241acd6792dcc1810a8ce0a8eb6e47220 - v1_locations: - - docs/istio.md - - docs/kubernetes.md - - docs/monitoring.md - - docs/ocp4.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - istio.md - - kubernetes.md - ai_summary: The premier open-source service mesh providing advanced traffic management, - end-to-end security, and granular observability. Uses Envoy proxies (via sidecars - or Ambient mode) to secure and manage microservice fabrics. - language: en - resource_type: Software - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Istio Mesh - is_microservice: true - title: Istio.io -https://github.com/istio/istio: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031560.11379 - content_hash: f9a9db53fe9787e2077b909228b9252d5893a66dc3110b102220573bc3a28b07 - v1_locations: - - docs/istio.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - istio.md - gh_stars: 38213 - gh_pushed: '2026-05-22T05:00:23Z' - ai_summary: The primary codebase for Istio. Houses the high-performance control - plane, Envoy configuration logic, security controls, and networking APIs needed - for enterprise service mesh setups. - language: en - resource_type: Software - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Istio Mesh - is_microservice: true - title: 'github.com: Istio' -https://developers.redhat.com/topics/service-mesh: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032223.658501 - content_hash: N/A - v1_locations: - - docs/istio.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: An enterprise guide from Red Hat analyzing how to integrate and secure - microservice platforms on OpenShift using Istio Service Mesh configurations. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Red Hat Integrations - is_microservice: true - title: 'Red Hat Developer: Istio Service Mesh' -https://medium.com/solo-io: - title: medium.com/solo-io blog - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032152.601639 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/solo-io/istio-the-easy-way-again-b0504347b7ce: - title: 'medium.com/solo-io: Istio the Easy Way (Again!)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033435.823542 - content_hash: N/A - v1_locations: - - docs/istio.md -https://blog.christianposta.com/microservices/istio-as-an-example-of-when-not-to-do-microservices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030842.378566 - content_hash: dee7c7c0ba1b873a01f5f8455298787dea512aaf37c09d028c41d75d6db604eb - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: A classic architectural review using Istio's evolution as a case study. - Examines how complex microservice structures can cause over-engineering, tracing - Istio's transition back to a unified control plane binary (Istiod). - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Architecture Decisions - is_microservice: true - title: 'blog.christianposta.com: Istio as an Example of When Not to Do Microservices' -https://istiobyexample.dev: - title: istiobyexample.dev 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029850.158911 - content_hash: N/A - v1_locations: - - docs/istio.md -https://istiobyexample.dev/fault-injection: - title: 'istiobyexample.dev: Fault Injection' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032716.144599 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/swlh/getting-started-with-istio-524628c025: - title: 'medium.com: Getting started with Istio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030593.820468 - content_hash: N/A - v1_locations: - - docs/istio.md -https://www.magalix.com/blog/getting-started-with-istio-overview-and-installation: - title: 'magalix.com: Getting Started With Istio: Overview And Installation' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030379.078458 - content_hash: N/A - v1_locations: - - docs/istio.md -https://www.magalix.com/blog/working-with-istio-track-your-services-with-kiali: - title: 'magalix.com: Working with Istio: Track your services with Kiali' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032011.720466 - content_hash: N/A - v1_locations: - - docs/istio.md -https://banzaicloud.com/blog/istio-mixerless-telemetry: - title: 'banzaicloud.com: Istio telemetry V2 (Mixerless) deep dive' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031602.211686 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/better-programming/how-to-manage-microservices-on-kubernetes-with-istio-c25e97a60a59: - title: 'medium.com: How to Manage Microservices on Kubernetes With Istio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029732.046876 - content_hash: N/A - v1_locations: - - docs/istio.md -https://github.com/askmeegs/learn-istio: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033243.730123 - content_hash: 40dd02ee18cdb30f4966d3166cf46c09c5993471a4ace77ce29c75addfb27121 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - istio.md - ai_summary: 'Practical repository dedicated to learning Istio basics. Note: Lacks - recent updates (>4 years inactive), served primarily as a legacy training framework.' - language: en - resource_type: Software - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Legacy Learning Resources - is_microservice: true - title: github.com/askmeegs/learn-istio 🌟 -https://banzaicloud.com/blog/istio-1.6: - title: 'banzaicloud.com: What''s new in Istio 1.6, a quick walkthrough' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030540.676878 - content_hash: N/A - v1_locations: - - docs/istio.md -https://zwischenzugs.com/2020/05/05/riding-the-tiger-lessons-learned-implementing-istio: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031340.304823 - content_hash: 8da81af548cd14f14f728c5b80ef0cf49056d7689d418964aa69623854440989 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: A detailed engineering review of deploying Istio in production. Shares - real-world lessons on configuring security policies, debugging network traffic, - and balancing mesh performance. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Production Case Studies - is_microservice: true - title: 'Riding the Tiger: Lessons Learned Implementing Istio 🌟' -https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031944.865492 - content_hash: 5bf461c09264c10bb9c75236ae8197f30d4ea2b061cc07835d5e37ccb0e7dce7 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: An introductory, visual guide breaking down Istio's main components. - Explains how the service proxy layer links with control planes to control cluster - traffic. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Tutorials - is_microservice: true - title: 'dev.to/aurelievache: Understanding Istio: part 1 – Istio Components' -https://dev.to/aurelievache/understanding-istio-part-9-destinationrule-1g7e: - title: 'dev.to/aurelievache: Understanding Istio: part 9 – DestinationRule' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034152.436014 - content_hash: 2e623cf8725bd47f95788b1f66fb1e12be17c6cb2ef27abbcf4b38fee0bd9754 - v1_locations: - - docs/istio.md - needs_ai_refresh: true -https://dev.to/aurelievache/understanding-istio-part-16-observability-metrics-2m8p: - title: 'dev.to/aurelievache: Understanding Istio: part 16 – Observability / Metrics' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029356.181654 - content_hash: eeb17a9dc77ef7ee62db1b0a1001391a4f5e4a4d3429daa87bdc4e4439cd24a1 - v1_locations: - - docs/istio.md - needs_ai_refresh: true -https://banzaicloud.com/blog/istio-external-demo: - title: 'banzaicloud.com: Controlling egress traffic with Istio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031226.49407 - content_hash: N/A - v1_locations: - - docs/istio.md -https://banzaicloud.com/blog/backyards-api-gateway: - title: 'banzaicloud.com: Istio ingress controller as an API gateway' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032376.804986 - content_hash: 2c10c48b25c03feed384245ab2d9a64cf505172a4adfabed509a0d2a1f4409a2 - v1_locations: - - docs/istio.md - status: online -https://istio.io/latest/docs/examples/microservices-istio: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032874.579399 - content_hash: 77e1c05fbc9aad6d0fc22d0fffb02240b70b61e8d18eee138750c31744ef6936 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: Authoritative tutorial showing how to design, secure, and route microservice - networks within Kubernetes clusters using Istio. - language: en - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Tutorials - is_microservice: true - title: 'istio.io: Learn Microservices using Kubernetes and Istio 🌟' -https://thenewstack.io/when-you-need-or-dont-need-service-mesh: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031016.853309 - content_hash: 5cf1cb44440ea7ee0e3022dd3c7de1da1a1a0fc4a090684a992c1f2f257610db - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: Discusses when a service mesh is actually required during cloud migrations, - defining the technical criteria that justify the added operational complexity. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Evaluations - is_microservice: true - title: 'thenewstack.io - Service Mesh: The Gateway to Cloud Migration' -https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great-fit: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030851.590004 - content_hash: 2ba8712e26ddc81faa1fdb9f784e3e800dc89271f05cf240155f30beafb3beb4 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: An early architectural post highlighting how Kubernetes, microservices, - and Istio fit together to create a secure, observable runtime environment. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Service Mesh - - Comparative Studies - is_microservice: true - title: 'thenewstack.io: Kubernetes, Microservices, and Istioβ€Š β€” A Great Fit!' -https://medium.com/swlh/observability-with-istio-kiali-and-grafana-in-kubernetes-and-spring-boot-743af225c24f: - title: 'medium: Observability With Istio, Kiali, and Grafana in Kubernetes and Spring - Boot 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034501.572546 - content_hash: N/A - v1_locations: - - docs/istio.md -https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-service-mesh: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033614.822633 - content_hash: cbd28df845e0ce3bb2803dd90ca7185a26e9d22b2f6d1de68c4bc724c08b7c2e - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: An in-depth architectural guide on implementing rate limiting policies - within an Istio service mesh topology. Explains the integration of Envoy's rate-limiting - service with Istio's custom resource definitions. Provides concrete configuration - patterns for EnvoyFilter and external rate limit service deployments to enforce - global and local limits. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Istio - - Traffic Management - is_microservice: true - title: 'solo.io: Learn how to rate limit requests in Istio 🌟' -https://github.com/redhat-scholars/istio-tutorial: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034156.150053 - content_hash: 6aa944dab53781d6e7f95f9c8fc283d81c70e52b6191693d2f3c95f0bebf7436 - v1_locations: - - docs/demos.md - - docs/istio.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - gh_stars: 1207 - gh_pushed: '2024-10-17T11:00:24Z' - ai_summary: A hands-on, scenario-driven learning path designed by Red Hat to introduce - developers to Istio's core operational capabilities. 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Traffic Routing with Istio - by Example 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033222.537218 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/kialiproject/increasing-observability-on-istio-the-new-kiali-health-configuration-3c91852c1bfe: - title: 'medium.com: Increasing observability on Istio: The new Kiali health configuration' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030970.770221 - content_hash: N/A - v1_locations: - - docs/istio.md -https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029899.220563 - content_hash: f6f5f9494aa9935170012f57457975ec293650ac63ff00b12cf6499b0b8f965b - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: An analytical deep dive examining the key functional limits of native - Kubernetes load balancing. Explains how an enterprise service mesh like Istio - delivers crucial application-layer networking enhancements, including fine-grained - traffic shifting, mTLS, and observability. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Architecture - - Foundational Concepts - is_microservice: true - title: 'thenewstack.io: Why Do You Need Istio When You Already Have Kubernetes? - 🌟' -https://medium.com/avmconsulting-blog/managing-microservices-with-istio-service-mesh-in-kubernetes-36e1fda81757: - title: 'medium: Managing Microservices With Istio Service Mesh in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034461.407813 - content_hash: N/A - v1_locations: - - docs/istio.md -https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030352.803803 - content_hash: 7e0924c84bb89b5242564dc4d5bdde6bd46d72fb6306f1467eb7349590c43b80 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: A historical industry retrospective tracing Istio's path to becoming - the dominant service mesh specification. Details the consolidation of the service - mesh ecosystem, the donation of Istio to the CNCF, and Solo.io's strategic alignment - around Envoy and Istio technologies. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Industry Analysis - - Ecosystem Evolution - is_microservice: true - title: 'thenewstack.io: Solo.io: Istio Is Winning the Service Mesh War' -https://learncloudnative.com/blog/2020-11-23-multiple-vs-gateway: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030583.238834 - content_hash: 165a7152bad68514f3b264139131d61d517538d539259dc3fa815cb5d0ea6d28 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: A practical configuration guide explaining how to attach multiple VirtualService - definitions to a singular shared Istio Gateway resource. Demonstrates host-matching - strategies and wildcard configurations to safely share ingress infrastructure - across distinct namespaces and engineering teams. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Istio - - Ingress and Gateways - is_microservice: true - title: 'learncloudnative.com: Attach multiple VirtualServices to Istio Gateway' -https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031141.009236 - content_hash: bcfede3a36bc07f00ba95f0c264d3d6ec2186ae0ba04ddcfe7e0cb83b20938fd - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: Provides a thorough introduction to the core architecture of Istio, - explaining the separation of the control plane (istiod) and the data plane (Envoy - proxies). Explains the essential value proposition of adopting a service mesh, - focusing on centralized security enforcement, resilient communication networks, - and platform-level observability. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Architecture - - Foundational Concepts - is_microservice: true - title: 'thenewstack.io: What Is Istio and Why Does Kubernetes Need it? 🌟' -https://www.youtube.com/watch?v=16fgzklcF7Y&ab_channel=TechWorldwithNana: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029939.623249 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: An exceptionally clear, highly visual tutorial introducing the fundamental - concepts of service mesh architectures, specifically focusing on Istio. Walks - through sidecar injection, traffic management, and security benefits in an accessible - format optimized for rapid onboarding. - language: English - resource_type: Video - complexity: Beginner - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Learning Resources - - Video Guides - is_microservice: true - title: 'youtube: Istio & Service Mesh - simply explained in 15 mins 🌟' -https://dev.to/stefanprodan/a-gitops-recipe-for-progressive-delivery-2pa3: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029189.587719 - content_hash: 2eec178037809ef053922001b57291380e88bf4fdfc8ffcfcd9690f333609651 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: Details a practical architectural recipe for implementing Progressive - Delivery using Flagger, Istio, and GitOps workflows. Explains how to automate - canary releases, A/B testing, and blue-green deployments based on real-time metrics - analyzed from Prometheus. - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - GitOps - - Progressive Delivery - is_microservice: true - title: 'dev.to: A GitOps recipe for Progressive Delivery with Istio 🌟' -https://samos-it.com/posts/securing-redis-istio-tls-origniation-termination.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034101.529889 - content_hash: 18caa6bdd1280a150c574394627e2a88afc3934f66082cd5f52366c2ae908187 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: A technical guide illustrating how to configure Istio to automatically - perform TLS origination for traffic destined for a Redis database cluster. Explains - the ServiceEntry and DestinationRule patterns required to secure transport-layer - communications with external data systems. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Istio - - Security and Encryption - is_microservice: true - title: 'samos-it.com: Securing Redis with Istio TLS origination' -https://www.giffgaff.io/tech/using-istio-with-nginx-ingress: - title: 'giffgaff.io: Using Istio with Nginx ingress' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030390.64942 - content_hash: N/A - v1_locations: - - docs/istio.md -https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031339.947032 - content_hash: a16bda36386394ab3325c47507f2648b61f09c532dbfa28c9622a7192497f430 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - istio.md - ai_summary: Highlights the key technical improvements delivered in the Istio 1.10 - release, with a strong focus on canary control plane upgrades, safer discovery - mechanisms, and memory consumption optimizations. Shows how sidecar injection - was streamlined to minimize workload disruption. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Istio - - Release Analysis - is_microservice: true - title: 'thenewstack.io: Istio 1.10 Improves Scalability and Revision Control' -https://istio.io/latest/blog/2021/external-locality-failover: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034479.401215 - content_hash: 29755b669e45660cc64e577c94290a7b89f12b717f956b5c71bab272871d1e45 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: An authoritative guide from the official Istio project explaining how - to construct locality-aware failover routing rules for external integrations. - Details the interplay between ServiceEntry definitions, DestinationRules, and - Envoy's outlier detection mechanics to achieve dynamic failover. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Traffic Management - - High Availability - is_microservice: true - title: 'istio.io: Configuring failover for external services' -https://medium.com/google-cloud/automated-canary-deployments-with-flagger-and-istio-ac747827f9d1: - title: 'medium: Automated canary deployments with Flagger and Istio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031651.938385 - content_hash: N/A - v1_locations: - - docs/istio.md -https://thenewstack.io/multicluster-management-with-kubernetes-and-istio: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030954.355987 - content_hash: 943d26ae4936ac3347a8ebb9b7ce1c507cbd39c0d50673c1a04f7f3ddf1937a0 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: Explores the core design trade-offs of deploying multi-cluster Istio - topologies, comparing primary-remote and multi-primary architectures. Discusses - DNS resolution, secure gateway transit, and the consolidation of global service - registries across heterogeneous cloud providers. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Multi-Cluster - - Management Planes - is_microservice: true - title: 'thenewstack.io: Multicluster Management with Kubernetes and Istio' -https://piotrminkowski.com/2021/07/12/multicluster-traffic-mirroring-with-istio-and-kind: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031416.470119 - content_hash: b91367b1482483d4e76160beb1cdadf38b4d2593993f5b73e204094eac5d7cb9 - v1_locations: - - docs/istio.md - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: Provides a complete local lab configuration demonstrating how to execute - multi-cluster traffic mirroring using Istio deployed on Kind (Kubernetes-in-Docker) - instances. Teaches engineers how to route safe read-only shadow traffic from a - primary cluster to a remote secondary cluster. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Multi-Cluster - - Testing and Simulation - is_microservice: true - title: 'piotrminkowski.com: Multicluster Traffic Mirroring with Istio and Kind' -https://thenewstack.io/securing-istio-workloads-with-auth0: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029899.173618 - content_hash: 46b2b65b26ef7f63519cd65075fb5bfaa0250d9f303b397829ffa0ed943cdf7b - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: A tutorial walking through the implementation of JSON Web Token (JWT) - validation at the service mesh edge. Shows how to integrate external identity - providers like Auth0 with Istio's RequestAuthentication and AuthorizationPolicy - CRDs to secure API endpoints. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Security - - Authentication and Authorization - is_microservice: true - title: 'thenewstack.io: Securing Istio Workloads with Auth0' -https://www.solo.io/blog/upgrading-istio-without-downtime: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030352.788515 - content_hash: edb96b297a8fa78f34fb5c316accbdbf11bd8fa624ae2ff3e67ec236a0da02e5 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: A mission-critical operational guide for performing seamless, zero-downtime - upgrades of the Istio service mesh in production environments. Details the canary - upgrade process (revision tags) for both the control plane (istiod) and long-running - Envoy sidecar data planes. - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Operations - - Lifecycle Management - is_microservice: true - title: 'solo.io: Upgrading Istio without Downtime' -https://inder-devops.medium.com/on-premise-to-cloud-migration-mock-drills-using-istio-ea89aee5ea38: - title: '==inder-devops.medium.com: On-premise to cloud migration mock drills using - Istio== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033421.619332 - content_hash: N/A - v1_locations: - - docs/istio.md -https://www.baeldung.com/ops/istio-service-mesh: - title: 'baeldung.com: Service Mesh Architecture with Istio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032213.157407 - content_hash: N/A - v1_locations: - - docs/istio.md -https://chrishaessig.medium.com/multi-cluster-setup-with-istio-c1c6437f4e8c: - title: 'chrishaessig.medium.com: Multi cluster setup with istio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032360.935558 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/@sumudu_liyan/how-to-install-istio-on-kubernetes-cluster-e831c12381b: - title: 'medium.com/@sumudu_liyan: How To Install Istio On Kubernetes Cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030587.385973 - content_hash: N/A - v1_locations: - - docs/istio.md -https://engineering.mercari.com/en/blog/entry/20220218-dynamic-service-routing-using-istio: - title: 'engineering.mercari.com: Dynamic Service Routing using Istio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033622.917863 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/@nanditasahu031/istio-service-mesh-a11654f90ed9: - title: 'medium.com/@nanditasahu031: Istio Service Mesh 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031142.592492 - content_hash: N/A - v1_locations: - - docs/istio.md -https://istio.io/latest/blog/2022/merbridge: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034476.989396 - content_hash: b7af054b0e4f07afa10562cb1e9e70dbc72391b084515d13ca0057357046fc48 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[EMERGING]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - istio.md - ai_summary: Introduces Merbridge, an open-source tool utilizing eBPF to optimize - network routing within service meshes. Shows how replacing standard iptables redirection - rules with eBPF sockops can significantly bypass TCP/IP stack overhead and lower - pod-to-pod latency. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Performance - - eBPF Acceleration - is_microservice: true - title: 'istio.io: Merbridge - Accelerate your mesh with eBPF' -https://www.freecodecamp.org/news/learn-istio-manage-microservices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032880.175583 - content_hash: dd3d6503a6c45e37af4a6d71418b7d960640a2832e55f77657c59b7ec38ac5ab - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: An extensive, entry-to-expert guide detailing the core pillars of the - Istio service mesh. Covers deployment basics, setting up comprehensive traffic - routing, enabling secure intra-mesh mutual TLS, and configuring Prometheus and - Kiali for robust monitoring. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Learning Resources - - Comprehensive Courses - is_microservice: true - title: '==freecodecamp.org: Learn Istio – How to Manage, Monitor, and Secure Microservices== - 🌟' -https://www.useanvil.com/blog/engineering/load-balancing-grpc-in-kubernetes-with-istio: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032039.498619 - content_hash: edae1aecedcad6f776e9e29b4b2d4954eac8a6a27ac22b3f206f0e2c47cb5a71 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: Explores the specific challenges of load balancing HTTP/2 and gRPC connections - in Kubernetes environments, where traditional L4 load balancers fail. Demonstrates - how Istio performs true request-level L7 load balancing to evenly distribute traffic - across backends. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Traffic Management - - gRPC Load Balancing - is_microservice: true - title: 'useanvil.com: Load balancing gRPC in Kubernetes with Istio' -https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=816ffb457b0d: - title: 'blog.getambassador.io: Kubernetes Canary Testing and Release with Istio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030295.727992 - content_hash: e6c4295e5216d84166c16e6ecbe410dc6b7d6e5f7632158a8c3eb0b24e40bf63 - v1_locations: - - docs/istio.md -https://medium.com/globant/istio-jwt-authentication-authorization-at-the-edge-b35b612acd97: - title: 'medium.com/globant: Istio JWT Authentication & Authorization at the edge' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032162.904014 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/codex/egress-traffic-control-for-nginx-ingress-controller-with-istio-proxy-sidecar-ef8f19902b43: - title: 'medium.com/codex: Egress Traffic Control for Nginx Ingress Controller with - Istio Proxy Sidecar' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031752.50195 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/marionete/how-to-expose-kubernetes-services-to-external-traffic-using-istio-gateway-1a1e6ebd8805: - title: 'medium.com/marionete: How to expose Kubernetes services to external traffic - using Istio Gateway' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033906.283232 - content_hash: N/A - v1_locations: - - docs/istio.md -? https://natarajsundar.medium.com/istio-service-mesh-a-start-to-finish-tutorial-with-side-car-architecture-and-an-analysis-d70a255ea41d -: title: 'natarajsundar.medium.com: Istio service mesh, a start to finish tutorial - with Side Car architecture and an analysis + comparison of the Ambient mesh architecture' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033906.283232 - content_hash: N/A - v1_locations: - - docs/istio.md -https://alexandrev.medium.com/how-to-enable-sticky-session-on-your-kubernetes-workloads-using-istio-e789014a6acd: - title: 'alexandrev.medium.com: How To Enable Sticky Session on Your Kubernetes Workloads - using Istio? 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031622.327299 - content_hash: N/A - v1_locations: - - docs/istio.md -? https://medium.com/@wessel__/istio-with-authentik-securing-your-cluster-and-providing-authentication-and-authorization-b5e48b331920 -: title: 'medium.com/@wessel__: Istio with Authentik: securing your cluster and providing - authentication and authorization' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031622.327299 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/@hammadsaif061/simplifying-microservices-management-with-kubernetes-and-service-mesh-de458ce566f1: - title: 'medium.com/@hammadsaif061: Simplifying Microservices Management with Kubernetes - and Service Mesh' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029710.121518 - content_hash: N/A - v1_locations: - - docs/istio.md -https://itnext.io/traffic-shaping-with-kubernetes-and-istio-7e44fbfca200: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032159.250528 - content_hash: 9294b9a8f7f0890a31f6042fdacb9b66810565fe9d143461d930d8765b1f50d4 - v1_locations: - - docs/istio.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: Demonstrates practical scenarios for traffic shaping and network manipulation - utilizing Istio's VirtualServices and DestinationRules. Covers key microservice - patterns including rate limiting, service delays, fault injection, and custom - routing configurations. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Traffic Management - - Traffic Shaping - is_microservice: true - title: '==itnext.io: Taffic Shaping - Kubernetes & Istio== | Daniele Polencic' -https://medium.com/@lupass93/zero-trust-architecture-on-kubernetes-with-istio-service-mesh-eade6c5a3c53: - title: 'medium.com/@lupass93: Zero Trust Architecture on Kubernetes with Istio Service - Mesh' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031445.851556 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/hamburger-berater-team/varnish-sharding-with-istio-in-kubernetes-402f313919aa: - title: 'medium.com/hamburger-berater-team: Varnish Sharding with Istio in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030710.967461 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/@marc.guerrini/diy-istio-validate-jwt-1ffbd488b1f3: - title: 'medium.com/@marc.guerrini: DIY β€” Istio β€” validate JWT' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034372.698739 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/@senthilrch/api-access-control-using-istio-ingress-gateway-44be659a087e: - title: 'medium: API Access Control using Istio Ingress Gateway' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031466.559557 - content_hash: N/A - v1_locations: - - docs/istio.md -https://medium.com/codex/api-authentication-using-istio-ingress-gateway-oauth2-proxy-and-keycloak-a980c996c259: - title: 'medium: API Authentication using Istio Ingress Gateway, OAuth2-Proxy and - Keycloak' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034291.696818 - content_hash: N/A - v1_locations: - - docs/istio.md -https://maistra.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030020.631036 - content_hash: 42241d1adc4543ed9d8dde715054e8eb3af6da1cb4cdc30c27d8b6e11525a4e2 - v1_locations: - - docs/istio.md - - docs/kubernetes-tools.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - istio.md - - kubernetes-tools.md - ai_summary: The home portal for Maistra, the open-source upstream project that powers - Red Hat OpenShift Service Mesh. Provides a tailored package of Istio, Jaeger, - Kiali, and Envoy adapted specifically for multi-tenant, secure enterprise OpenShift - deployments. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Istio Distributions - - Red Hat OpenShift - is_microservice: true - title: Maistra.io -https://github.com/maistra/istio: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034423.390715 - content_hash: dfff504ef42a2c7c84f0277c7e1bc77e5d80fac306067dbf1ac609135b0792f0 - v1_locations: - - docs/istio.md - - docs/ocp4.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - gh_stars: 94 - gh_pushed: '2026-05-14T14:44:49Z' - ai_summary: The official GitHub repository for Maistra's modified Istio control - plane code. Optimized for multi-tenancy support, advanced security policies, and - tight integration within OpenShift environments. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Istio Distributions - - Source Code - is_microservice: true - title: 'github.com: Maistra Istio' -https://github.com/istio-ecosystem/admiral: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033020.010263 - content_hash: ab01b6e506ace645a75202ccb079cce7e5c21d04bacbf8f27229119c5e6ab7a4 - v1_locations: - - docs/istio.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - istio.md - gh_stars: 636 - gh_pushed: '2025-10-15T17:58:17Z' - ai_summary: An active Istio-ecosystem tool that automates multi-cluster configuration - management. Eliminates the need to manually configure ServiceEntries and DNS across - clusters, programmatically stitching distinct meshes together for transparent - scale. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Multi-Cluster - - Automation Tools - is_microservice: true - title: istio-ecosystem/admiral -https://istio.io/latest/blog/2022/introducing-ambient-mesh: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033280.662244 - content_hash: cf057614e80fa53b08cb1264216a18bfb9e789b005796a59264307c82cab2ff0 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[EMERGING]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - istio.md - ai_summary: The official announcement of Istio Ambient Mesh, introducing a sidecarless - data plane model. Splits mesh tasks into a secure transport layer (ztunnel) and - an optional L7 processing layer (waypoint proxies), reducing resource usage and - simplifying operational overhead. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Architecture - - Sidecarless Architecture - is_microservice: true - title: 'istio.io: Introducing Ambient Mesh' -https://github.com/kiali/kiali: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030986.632362 - content_hash: 2480f773a33856863c8670f3bea2635dfda728b24622b721a197dd4aeafa568c - v1_locations: - - docs/istio.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - istio.md - gh_stars: 3613 - gh_pushed: '2026-05-21T19:33:59Z' - ai_summary: The source repository for Kiali, an indispensable observability dashboard. - Provides real-time interactive topologies, configuration validation, and native - wizard-based creations of complex traffic routing mechanisms directly within Istio. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Observability - - Source Code - is_microservice: true - title: 'github.com: kiali' -https://medium.com/kialiproject: - title: 'medium.com: kiali project' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032949.834432 - content_hash: N/A - v1_locations: - - docs/istio.md -https://itnext.io/find-issues-in-your-istio-mesh-with-kiali-89d37d5e1fb1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029949.906024 - content_hash: 9252808e22add2bfaf4ad749b4aeadef372be802eba89e1a5c73fae83922a340 - v1_locations: - - docs/istio.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: Demonstrates how to diagnose, troubleshoot, and fix misconfigured routing - rules and service-to-service communication failures using Kiali. Teaches developers - how to read the visual topological graph to pinpoint bottlenecks and broken security - boundaries. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Observability - - Troubleshooting - is_microservice: true - title: 'itnext.io: Find issues in your Istio mesh with Kiali' -https://www.jaegertracing.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034084.221231 - content_hash: 02859235a3ad6e59a5b2ac3f3a0dc1b5a8683d618bd74f376b369035c04dfff0 - v1_locations: - - docs/istio.md - - docs/monitoring.md - - docs/ocp4.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - istio.md - - monitoring.md - ai_summary: The official gateway for Jaeger, a CNCF-graduated distributed tracing - platform. Essential for microservice architectures to monitor transactions, perform - root-cause analysis, optimize performance bottlenecks, and visualize complex request - propagation paths. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Observability - - Distributed Tracing - - Jaeger Platform - is_microservice: true - title: jaegertracing.io -https://hackernoon.com/a-guide-to-deploying-jaeger-on-kubernetes-in-production-0p2n3tub: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031425.686738 - content_hash: 54297136bdae45b541b34b142fc6d5cd112ae8d17b7033abb026f8e6998c7c77 - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: An operational manual detailing production-grade strategies for deploying - Jaeger. Explains the differences between ephemeral, Elasticsearch, and Cassandra - storage backends, and details the scaling of Jaeger collectors under intense trace - ingestion loads. - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Observability - - Distributed Tracing - - Production Deployment - is_microservice: true - title: 'hackernoon.com: A Guide to Deploying Jaeger on Kubernetes in Production' -https://hackernoon.com/how-to-use-opentelemetry-and-jaeger-to-implement-distributed-tracing-and-apm-jcx34fi: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033844.795856 - content_hash: 0cdd78ba1986960ebf69814fcc949f158dba58dd086e23532def7c1f4ffd79fd - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: A modern guide covering the implementation of standard OpenTelemetry - APIs alongside Jaeger. Walks through instrumenting application source code, running - OpenTelemetry collectors, and shipping telemetry data to Jaeger for advanced application - performance monitoring. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Observability - - Distributed Tracing - - OpenTelemetry Integration - is_microservice: true - title: 'hackernoon.com: How To Use OpenTelemetry And Jaeger To Implement Distributed - Tracing And APM' -https://faun.pub/a-beginners-guide-to-jaeger-ed75ce5ed8f4: - title: 'faun.pub: A beginner’s guide to Jaeger' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030572.443641 - content_hash: N/A - v1_locations: - - docs/istio.md -https://www.infracloud.io/blogs/linking-traces-continuous-profiling-pyroscope: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030422.716363 - content_hash: 78d7a6ef25e10fbdfe9583dfca1ef6503e532fa04e2e71c9a1c620dc87315b4e - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[EMERGING]' - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - istio.md - ai_summary: Explores the technical union of distributed tracing and continuous profiling - using Pyroscope. Explains how linking execution traces directly with CPU and memory - flame graphs enables engineers to find the precise lines of code driving microservice - bottlenecks. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Observability - - Distributed Tracing - - Continuous Profiling - is_microservice: true - title: 'infracloud.io: Linking Traces with Continuous Profiling using Pyroscope' -https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031349.252113 - content_hash: 448029d0b2dabd40a760bae7ff53c0f2c7fc9021d0803bf37d1f67af062636de - v1_locations: - - docs/istio.md - - docs/kubernetes-networking.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - istio.md - - kubernetes-networking.md - ai_summary: A highly regarded engineering case study by Monzo bank detailing how - they designed and operated egress gateways to control and audit outbound traffic. - Explains compliance benefits, custom proxy layers, and high-availability engineering - patterns. - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Networking - - Egress Traffic Control - - Case Studies - is_microservice: true - title: Controlling outbound traffic from Kubernetes -https://medium.com/kialiproject/troubleshooting-envoy-with-kiali-7f78a57b16ad: - title: 'medium: Troubleshooting Envoy with Kiali' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030805.692662 - content_hash: N/A - v1_locations: - - docs/istio.md -https://github.com/envoyproxy/gateway: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034295.857773 - content_hash: 8361ecf2eb3d6f23baa420cc77dbc82fa52cdbfb2a354b9e0b36fdc9ea9df2f6 - v1_locations: - - docs/istio.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - - '[EMERGING]' - v2_locations: - - istio.md - gh_stars: 2733 - gh_pushed: '2026-05-22T06:32:51Z' - ai_summary: The official Envoy Gateway project aimed at unifying ingress controller - configurations using the Kubernetes Gateway API. Simplifies managing edge proxy - deployments, routing rules, TLS terminations, and access logging under a standard, - community-supported model. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Data Plane - - Envoy Gateway - - Ingress Controllers - is_microservice: true - title: Envoy Gateway -https://aws.amazon.com/app-mesh: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033976.859289 - content_hash: 5c6fe1628e23f10a5894ba446b7c24b609e989128732428b59218c1c5e2d121d - v1_locations: - - docs/aws-miscellaneous.md - - docs/istio.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - istio.md - - aws-miscellaneous.md - ai_summary: The official landing page for AWS App Mesh, a fully managed service - mesh service designed to streamline microservice communications. Utilizes the - Envoy proxy data plane to offer consistent visibility, routing controls, and mTLS - security across Amazon ECS, EKS, and EC2. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - AWS Ecosystem - - App Mesh Managed Service - is_microservice: true - title: aws.amazon.com/app-mesh -https://www.allthingsdistributed.com/2019/03/redefining-application-communications-with-aws-app-mesh.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031185.978282 - content_hash: a0ee5f104bc0181c264fa68b5b57b3ab6f443c959139478e9abe2ad2b09b904b - v1_locations: - - docs/istio.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - istio.md - ai_summary: This foundational article by AWS CTO Werner Vogels outlines the initial - design philosophy of AWS App Mesh. 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The content delivers a reliable, production-aligned - guide covering core infrastructure topics such as advanced networking, cluster - security integration, and enterprise scaling mechanics. - language: English - resource_type: Lab - complexity: Beginner - hierarchy: - - Cloud Providers - - Azure - - AKS - - Hands-on Labs - is_microservice: true - title: AKS Labs - Introduction -https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio-77ba90dd8cc0: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030418.402454 - content_hash: 26d2171d72f419391bcc57a1615d5cb626a8ec7a075fc2d58283ba3b95beb4a6 - v1_locations: - - docs/istio.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - istio.md - ai_summary: A deep dive tutorial explaining telemetry configuration for gRPC-based - microservices on Amazon EKS running Istio. 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Details how its managed API layer automatically handles - provisioning, security, and updates across heterogeneous server pools. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Market Analysis - is_microservice: false - title: 'thenewstack.io: Cycle.io: A Container Orchestration Platform Aimed at Developers' -https://blog.nobugware.com/post/2019/nomad_an_alternative_to_kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029640.675258 - content_hash: 0f221e308e30e07041978caf9277da1bd4b528402a70da26f01eab2ea8a12729 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: A detailed analysis comparing Nomad's architectural simplicity against - Kubernetes' complex control planes. Explores the decoupled single-binary paradigm - and its integration with Consul for secure service discovery. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - HashiCorp Nomad - is_microservice: false - title: Nomad an alternative to Kubernetes -https://pythonspeed.com/articles/dont-need-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032182.060756 - content_hash: 1e230db26234e7bb6471f5ccd3cb579c1a521cb13931713f3c655ee8c14152c4 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: A widely cited engineering critique highlighting the cognitive load - and complexity traps of adopting Kubernetes for smaller teams and projects. Recommends - pragmatic, simpler orchestration alternatives for low-to-medium traffic profiles. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Architecture Decisions - - Sizing Guidance - is_microservice: false - title: β€œLet’s use Kubernetes!” Now you have 8 problems -https://sysadmincasts.com/episodes/74-nomad: - title: 'sysadmincasts.com: Nomad 🌟' - year: N/A - stars: 0 + content_hash: 3d2deb37bc5e533a6b424dbd31b73a57e7fc22983ca83f8ef45bec4029470bc9 description: '' health_score: 100.0 - last_checked: 1779029310.273505 - content_hash: N/A - v1_locations: - - docs/kubernetes-alternatives.md -https://blog.cloudflare.com/how-we-use-hashicorp-nomad: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029169.360389 - content_hash: 81ff55b3770dc7e51c35bbf1a852c7844591c7e7f7f98fdc99da353526caa7a5 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: Cloudflare's technical deep dive detailing their usage of Nomad and - Consul to coordinate critical workloads across their global edge network. Provides - concrete proof of Nomad's robustness under massive world-wide scale. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Production Case Studies - is_microservice: true - title: 'blog.cloudflare.com: How we use HashiCorp Nomad (Cloudflare using Nomad - and Consul)' -https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumping-on-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031554.877261 - content_hash: c776d1090098adebcc7d12c24d0c4174aa670939731ad141092d07d32c5f1dd0 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: A technical evaluation emphasizing why platform engineers should analyze - Nomad's single-binary execution architecture before defaulting to a multi-component - Kubernetes layout. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Evaluations - is_microservice: false - title: 'atodorov.me: Why you should take a look at Nomad before jumping on Kubernetes' -https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030966.109338 - content_hash: 60401d56051d89d798b9583d0ac99cafc72a2dab04d6c8d4067be62576a78bc5 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: Conductor's engineering review on migrating core container workloads - from Kubernetes to Nomad, outlining significant performance improvements, simplified - operations, and reliable scheduling speeds. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Production Case Studies - is_microservice: true - title: 'thenewstack.io: Conductor: Why We Migrated from Kubernetes to Nomad' -https://www.imaginarycloud.com/blog/nomad-vs-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032056.941077 - content_hash: 3d207f168a5c10514109df3e7d135f5b6fb3f48db618d89f5c2b2a795cd515b3 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: A comparative analysis between Nomad and Kubernetes across performance, - ease of use, security, and community support in modern distributed microservice - systems. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Comparative Studies - is_microservice: true - title: 'imaginarycloud.com: Nomad VS. Kubernetes: Container Orchestration Tools - Compared' -https://chaordic.io/blog/is-nomad-a-better-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034560.209519 - content_hash: 137753a9027334b35aa3c071a80ba58a8252b34b248bd0f1138c24a73c422e7f - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: Explores the core performance profiles, security characteristics, and - structural ease-of-use cases that might make Nomad a superior choice over Kubernetes - for specific application architectures. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Evaluations - is_microservice: false - title: 'chaordic.io: Is Nomad a better Kubernetes?' -https://stackshare.io/stackups/kubernetes-vs-portainer: - title: 'stackshare.io: Kubernetes vs Portainer' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031396.807041 - content_hash: N/A - v1_locations: - - docs/kubernetes-alternatives.md -https://docs.docker.com/engine/swarm: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031552.727386 - content_hash: 8eda6b009d242dcb33b8a9f47d66c42244fd6725c37026c96bb14307aae18ad5 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: The built-in clustering engine for Docker. Offers out-of-the-box multi-host - networking, service discovery, and declarative configuration, serving as the primary - lightweight orchestrator for small-to-medium topologies. - language: en - resource_type: Software - complexity: Beginner - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Docker Swarm - is_microservice: true - title: Docker Swarm -https://galaxy.ansible.com/atosatto/docker-swarm: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031615.111727 - content_hash: 1fb16b30aa6907ea6976f64c7eb04ffbf3a13e1f8ff6b80cbf69f00ef3033cb5 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: An open-source Ansible role facilitating the automated provisioning, - node join orchestration, and operational state initialization of multi-host Docker - Swarm clusters. - language: en - resource_type: Software - complexity: Intermediate - hierarchy: - - Configuration Management - - Infrastructure as Code - - Ansible Automation - is_microservice: false - title: 'galaxy.ansible.com: Docker Ansible Role' -https://www.cuelogic.com/blog/kubernetes-vs-docker-swarm: - description: '' - year: N/A - stars: 0 - health_score: 80.0 - last_checked: 1779033806.371091 - v1_locations: - - docs/kubernetes-alternatives.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: Presents a feature-by-feature evaluation comparing Kubernetes and Docker - Swarm across critical engineering parameters such as networking, volume storage, - scaling limits, and configuration friction. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Comparative Studies - is_microservice: false - title: Kubernetes vs Docker Swarm:β€ŠA Comprehensive Comparison -https://www.linkedin.com/pulse/alternative-kubernetes-docker-swarm-marcel-koert: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031576.685408 - content_hash: b2f3779b03b9f9fcc601c3d2e9b8ece80fc2c7fa40b23a4c050dfdcd82ec4bd3 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: Details how Docker Swarm acts as an active, highly efficient alternative - to Kubernetes for resource-constrained microservices, lowering overhead and operating - costs. - language: en - resource_type: Article - complexity: Beginner - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Comparative Studies - is_microservice: true - title: 'Alternative to Kubernetes: Docker Swarm' -https://www.freecodecamp.org/news/kubernetes-vs-docker-whats-the-difference-explained-with-examples: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030084.628689 - content_hash: 5998202bce1a8a87fbf473565f4549eaee0f8f5431d77e8901942db7e7750843 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: An educational guide on container systems. Uses practical, clear examples - to explain the operational differences between standalone Docker systems and multi-node - Kubernetes configurations. - language: en - resource_type: Article - complexity: Beginner - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Comparative Studies - is_microservice: false - title: 'freecodecamp.org: Kubernetes VS Docker: What''s the Difference? Explained - With Example' -https://kpatronas.medium.com/docker-swarm-high-availability-36ea7ee7f9e8: - title: 'kpatronas.medium.com: Docker swarm: High Availability' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030597.316365 - content_hash: N/A - v1_locations: - - docs/kubernetes-alternatives.md -https://www.linkedin.com/pulse/docker-series-swarm-lionel-gurret: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030719.093528 - content_hash: f168c37aa89b890ac043a4b13af4bcde4045bac175d16b992f8f64729f4b775c - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: A technical tutorial focusing on Docker Swarm's features, including - native swarm routing meshes, ingress control, overlay networking, and secret storage - mechanics. - language: en - resource_type: Article - complexity: Beginner - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Tutorials - is_microservice: true - title: 'linkedin.com: Docker Series : Docker Swarm - Lionel GURRET' -https://www.cloudsavvyit.com/13049/what-is-docker-swarm-mode-and-when-should-you-use-it: - title: 'cloudsavvyit.com: What is Docker Swarm Mode and When Should You Use It?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030836.848314 - content_hash: N/A - v1_locations: - - docs/kubernetes-alternatives.md -https://github.com/swarmlet/swarmlet: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030012.259267 - content_hash: 311501c4bf6ceb3f737bfa32667fd62e7d0268aa8ae9ea55fe75b11276732c33 - v1_locations: - - docs/kubernetes-alternatives.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-alternatives.md - gh_stars: 816 - gh_pushed: '2023-04-13T17:58:55Z' - ai_summary: 'A lightweight self-hosted PaaS wrapper utilizing Docker Swarm. Note: - Currently inactive (>4 years since last commit), making it a legacy reference - rather than a production-grade modern solution.' - language: en - resource_type: Software - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Legacy Orchestrator Frameworks - is_microservice: false - title: '==swarmlet/swarmlet: Swarmlet==' -https://github.com/simplenetes-io/simplenetes: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034273.493288 - content_hash: 2f83015b87a2f26b457ec8754986c0fdb26f96fb3c4a6ebbaddbf64a99fb24b0 - v1_locations: - - docs/kubernetes-alternatives.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-alternatives.md - gh_stars: 765 - gh_pushed: '2021-04-13T11:01:55Z' - ai_summary: A highly simplified container orchestration tool designed as an alternative - to Kubernetes. Lacks active development (>4 years inactive), recommended solely - for legacy academic reference. - language: en - resource_type: Software - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Alternative Orchestrators - - Legacy Orchestrator Frameworks - is_microservice: false - title: Simplenetes -https://taubyte.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029991.033307 - content_hash: ba30b7644ff700b29b50aba6ed68736dc432c75c4251f22240498458c6a4e7f8 - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: A decentralized serverless platform built on WebAssembly and IPFS. Acts - as an alternative to VMs and containers, focusing on edge intelligence, fast execution, - and zero-configuration networking. - language: en - resource_type: Product - complexity: Advanced - hierarchy: - - Serverless Architectures - - WebAssembly and Edge - - Edge Computing Engines - is_microservice: false - title: Taubyte -https://github.com/samyfodil/taubyte-llama-satellite: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030688.931498 - content_hash: 518e38009b6b766fd78a535eb77f3250b113ebaa6f4bd7ed717336a895773885 - v1_locations: - - docs/kubernetes-alternatives.md - gh_license: BSD-3-Clause - needs_ai_refresh: true - status: online - tags: - - '[EMERGING]' - v2_locations: - - kubernetes-alternatives.md - gh_stars: 17 - gh_pushed: '2024-02-02T22:23:10Z' - ai_summary: An experimental extension linking llama.cpp to the Taubyte engine, enabling - localized, serverless large language model (LLM) inference across edge nodes. - language: en - resource_type: Software - complexity: Advanced hierarchy: - Artificial Intelligence - - Serverless AI - - Plugins and Extensions - is_microservice: false - title: llama.cpp plugin -https://blog.opstree.com/2021/06/21/a-comparison-between-various-container-orchestration-services-ecs-vs-kubernetes: - title: 'blog.opstree.com: A Comparison Between Various Container Orchestration Services! - (ECS vs Kubernetes)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029116.13538 - content_hash: N/A - v1_locations: - - docs/kubernetes-alternatives.md -https://coolify.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030084.627652 - content_hash: N/A - v1_locations: - - docs/kubernetes-alternatives.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-alternatives.md - ai_summary: An open-source, self-hosted platform alternative to Heroku. Lets users - host databases, APIs, and frontend systems on their own servers (Docker, Swarm) - with a simple visual layout, avoiding complex Kubernetes management. - language: en - resource_type: Software - complexity: Intermediate - hierarchy: - - Container Infrastructure - - Self-Hosted Platforms - - PaaS Solutions - is_microservice: false - title: coolify.io -? https://levelup.gitconnected.com/effects-of-docker-image-size-on-autoscaling-w-r-t-single-and-multi-node-kube-cluster-29c4f689cd99 -: title: 'levelup.gitconnected.com: Effects of Docker Image Size on AutoScaling w.r.t - Single and Multi-Node Kube Cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030084.627652 - content_hash: N/A - v1_locations: - - docs/kubernetes-autoscaling.md -https://www.infracloud.io/blogs/3-autoscaling-projects-optimising-kubernetes-costs: - title: 'infracloud.io: 3 Autoscaling Projects to Optimise Kubernetes Costs' - year: N/A - stars: 0 - description: '' - status: online - 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Focuses on the trade-offs of using kind, Minikube, MicroK8s, and K3s, - providing concrete deployment recommendations based on local operating systems. - language: en - resource_type: article - complexity: beginner - hierarchy: - - Development Tools - - Local Kubernetes Environments - - Comparison - is_microservice: false - title: 'opensource.com: 4 ways to run Kubernetes locally' -https://www.dex.dev/dex-videos/development-clusters: - title: 'dex.dev: Local Development Clusters' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030018.987583 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030367.098196 - content_hash: 1d44cd024d9d6a922e16d7b24ae0971daad321794052f2cc39c5b513806b771d - v1_locations: - - docs/kubernetes-based-devel.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Examines alternative sandbox options for Kubernetes development. Details - virtual machine hypervisors and local clustering tools to provide engineers with - flexible ways to test complex workloads without cloud costs. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Development Tools - - Local Kubernetes Environments - - Comparison - is_microservice: false - title: 'itnext.io: Kubernetes local playground alternatives' -https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-environments: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032923.626519 - content_hash: edfdb96842c7c773a11ad0ac5bd70dc00b2917379c8a6ffa13626b9ba362cca2 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: An evaluation of local Kubernetes distributions, analyzing parameters - like image caching, multi-node configuration support, and CPU/RAM usage across - Minikube, kind, K3s, and MicroK8s. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Development Tools - - Local Kubernetes Environments - - Comparison - is_microservice: false - title: 'blog.radwell.codes: What’s the best Kubernetes distribution for local environments? - 🌟' -https://github.com/shank-git/metal-kubes: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032100.981136 - content_hash: bbce875960ea4838f42d6195fbaa3c54d5385f16b432f7e605c2e1b20a2fb8c8 - v1_locations: - - docs/kubernetes-based-devel.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-based-devel.md - gh_stars: 34 - gh_pushed: '2021-05-15T08:29:21Z' - ai_summary: A legacy helper script system for configuring bare-metal Kubernetes - environments. The project is inactive and has been succeeded by declarative bare-metal - tools such as Cluster API, Talos, or Typhoon. - language: en - resource_type: tool - complexity: advanced - hierarchy: - - Cloud Infrastructure - - Kubernetes Distributions - - Legacy Installers - is_microservice: false - title: Metal Kubes -https://github.com/dj-wasabi/vagrant-kubernetes: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029371.798788 - content_hash: 19180cb774e53bac76f61021c2dc88ec1c2e0e755b9bfed40cfcb74ad2d5be5c - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: An older Vagrant-based helper for building and running multi-node Kubernetes - clusters. Kept for historical reference on VM-based local orchestration workflows - before containerized tools like kind became popular. - language: en - resource_type: tool - complexity: intermediate - hierarchy: - - Development Tools - - Local Kubernetes Environments - - Legacy Installers - is_microservice: false - title: dj-wasabi/vagrant-kubernetes -https://github.com/kubevious/kubevious: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032975.453202 - content_hash: d0cdff7dc808c59f2e2693f9da55d72a62bc485f7daaaf6c8cf469df2d529d14 - v1_locations: - - docs/kubernetes-based-devel.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - gh_stars: 1695 - gh_pushed: '2024-01-15T18:42:38Z' - ai_summary: Kubevious is an open-source Kubernetes dashboard that provides full - cluster topology visualization and configuration audits. It detects anti-patterns - and validates live manifests, giving developers a clear view of cluster health. - language: en - resource_type: tool - complexity: intermediate - hierarchy: - - Observability - - Dashboards and UIs - - Validation and Security - is_microservice: false - title: ==kubevious== 🌟🌟 -https://tilt.dev: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030299.254575 - content_hash: b8dc5f0d96e89cf7464705fab7a791f08730a7f7900325f3552046537ca9f751 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Tilt speeds up microservice development by tracking file changes and - automatically rebuilding and redeploying updated containers to your local cluster. - Its web dashboard offers clear logging and diagnostics, keeping multi-service - development fast and error-free. - language: en - resource_type: tool - complexity: intermediate - hierarchy: - - Development Tools - - Inner Loop Development - - Live Reloading - is_microservice: true - title: ==tilt.dev== -https://medium.com/condorlabs-engineering/happy-trip-to-kubernetes-in-our-company-85ecfde573fd: - title: 'medium: Happy trip to Kubernetes in our company' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029732.054058 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://microcks.io/blog/podman-compose-support: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033823.489809 - content_hash: bcf462cec79a34b548514a9ce8db67db3e07934c92d4bcd84cd7fecbf2f66089 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: A practical guide showing how to configure Microcks mocking environments - using Podman Compose instead of Docker. Offers a reliable setup path for developers - running security-hardened container environments. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Development Tools - - API Mocking and Testing - - Podman Integration - is_microservice: true - title: 'microcks.io: Podman Compose support in Microcks' -https://yitaek.medium.com/useful-tools-for-better-kubernetes-development-87820c2b9435: - title: 'yitaek.medium.com: Useful Tools for Better Kubernetes Development 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032371.487197 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://www.cncf.io/blog/2021/05/10/tools-to-develop-apps-on-kubernetes: - title: 'cncf.io: Tools to develop apps on Kubernetes 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031758.961872 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://blog.usejournal.com/useful-tools-for-better-kubernetes-development-87820c2b9435: - title: 'blog.usejournal.com: Useful Tools for Better Kubernetes Development' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033169.759902 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://www.docker.com/blog/dear-moby-2-kubernetes-in-production: - title: 'docker.com: Kubernetes in Production Environments' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031808.042858 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://itnext.io/kubernetes-in-a-box-7a146ba9f681: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033609.468006 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Technical walkthrough focused on running local lightweight clusters. - Guides microservice developers from standard Docker Compose setups into miniature - single-node Kubernetes clusters. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Development - - Local Development Environments - - Lightweight Clusters - is_microservice: false - title: 'itnext.io: Kubernetes in a box' -? https://yash-kukreja-98.medium.com/develop-on-kubernetes-series-demystifying-the-for-vs-owns-vs-watches-controller-builders-in-c11ab32a046e -: title: 'yash-kukreja-98.medium.com: Develop on Kubernetes Series β€” Demystifying - the For vs Owns vs Watches controller-builders in controller-runtime' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033609.468006 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://www.infracloud.io/blogs/skaffold-usecases: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030025.213674 - content_hash: 7a4f6b826eba93014d7dcbdd19c5f589bb42cb134ea529f7078b7da182096905 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Explains practical implementation tactics and use cases for Skaffold. - Demonstrates how to design reproducible container builds and configure deployment - pipelines efficiently. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Development - - Continuous Delivery - - Skaffold - is_microservice: true - title: 'infracloud.io: Build and deploy Kubernetes apps with Skaffold' -https://testingclouds.wordpress.com/2021/03/09/migrating-from-docker-compose-to-skaffold: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029161.192127 - content_hash: 94eb288984fdf199230306d1847026a6bde2dd8e0c31e12880aa40ddcb6aa7c2 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Step-by-step migration guide transitioning application setups from legacy - Docker Compose manifests to Skaffold templates for native cluster interaction. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Development - - Local Development Environments - - Migration Guide - is_microservice: true - title: 'testingclouds.wordpress.com: Migrating from Docker Compose to Skaffold 🌟' -https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032333.358983 - content_hash: 4eb214cdbfffcd73a7c4a7b66360cf80c058711e47b5a24126d59331055670b7 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Explains how to customize Skaffold profiles for high-performance dev - environments. Details hot-reload integrations and remote debugger port attachments. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Development - - Continuous Delivery - - Skaffold - is_microservice: false - title: 'dev.to: How to Simplify Your Local Kubernetes Development With Skaffold' -https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033906.406369 - content_hash: cc1e26fa6ad5969bee4ff56a3e20e4eeb3620acc740c80bd8ae0e98088b53bdb - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Explores the design philosophies behind DevSpace. Analyzes how its CLI - simplifies multi-component local workflows and standardizes staging configurations. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Cloud-Native Development - - Local Development Tools - - DevSpace - is_microservice: false - title: 'thenewstack.io: DevSpace Designed to Lower the Kubernetes Learning Curve' -https://www.cloudsavvyit.com/14690/how-to-get-started-with-devspace-and-rapidly-develop-kubernetes-apps: - title: '==cloudsavvyit.com: How to Get Started With DevSpace and Rapidly Develop - Kubernetes Apps==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031972.124244 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://betterprogramming.pub/do-faster-development-and-testing-on-kubernetes-apps-with-telepresence-b7eac604dca4: - title: 'betterprogramming.pub: Do Faster Development and Testing on Kubernetes Apps - With Telepresence' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032884.291189 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032681.738845 - content_hash: 2f423019d8d2afe4c4027ab413e0220335915e6c0ec5fbd8420255623ff55683 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Analyzes the shift from traditional localized debugging strategies to - hybrid remote-local ('remocal') setups. Outlines architectural advantages, network - constraints, and performance profiles. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud-Native Development - - Debugging Practices - - Remocal Patterns - is_microservice: true - title: 'thenewstack.io: Cloud Native Debugging Challenges: From Local to β€˜Remocal’' -https://dev.to/dsudia/how-to-integrate-docker-jetbrains-into-telepresence-31op: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033418.845257 - content_hash: 747c0676c28d79cc67a70e17a2833fd26a6d1941da6b1ed454dea001aeb461d7 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Integration guide detailing how to hook Telepresence routing engines - up with local JetBrains IDE debuggers and Docker engines for seamless local microservice - introspection. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Development - - Hybrid Development Environments - - Telepresence Integration - is_microservice: false - title: 'dev.to/dsudia: How to Integrate Docker & JetBrains into Telepresence' -https://venturebeat.com/2022/03/30/garden-io-an-end-to-end-devops-platform-for-kubernetes-and-containers-raises-16m: - title: 'venturebeat.com: Garden.io, an end-to-end devops platform for Kubernetes - and containers, raises $16M' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031442.198642 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://ordina-jworks.github.io/cloud/2020/08/28/kubernetes-clients-comparison.html: - title: 'ordina-jworks.github.io: A comparison of Kubernetes clients and dashboards' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031255.661646 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -? https://kccncna20.sched.com/event/ekAd/a-walk-through-the-kubernetes-ui-landscape-joaquim-rocha-kinvolk-henning-jacobs-zalando-se -: title: 'kccncna20.sched.com: A Walk Through the Kubernetes UI Landscape' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031255.661646 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -? https://static.sched.com/hosted_files/kccncna20/02/A%20Walk%20Through%20the%20Kubernetes%20UI%20Landscape%20%28KubeCon%20Talk%202020%29.pdf -: description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031255.661646 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: A deep KubeCon presentation evaluating Kubernetes dashboard architectural - styles, usability trade-offs, and administrative security models. - language: English - resource_type: PDF - complexity: Intermediate - hierarchy: - - Operations and Management - - Cluster Visualizers - - UI Landscape - is_microservice: false - title: 'ordina-jworks.github.io: A comparison of Kubernetes clients and dashboards' -https://blog.tekspace.io/deploying-kubernetes-dashboard-in-k3s-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034049.254079 - content_hash: a3427eae50d4566c8ce2698df007ee3696570117750d26fb43a98f7d7d460e1f - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Practical setup guide explaining how to deploy and configure the native - Kubernetes Dashboard inside lightweight K3s cluster architectures safely. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Operations and Management - - Cluster Visualizers - - K3s - is_microservice: false - title: 'blog.tekspace.io: Deploying Kubernetes Dashboard in K3S Cluster' -https://williamlam.com/2020/04/useful-interactive-terminal-and-graphical-ui-tools-for-kubernetes.html: - title: 'williamlam.com: Useful Interactive Terminal and Graphical UI Tools for Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031339.878908 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://www.hackerxone.com/2021/07/10/how-install-kubernetes-dashboard-nodeport-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030405.17662 - content_hash: 390d4e928afc999e689d98c9f77ebbb5952751eca844ed3086658b4e341c4715 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Walkthrough covering deployment strategies for exposing administrative - dashboards using NodePort, with a focus on quick debugging setups on Linux systems. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Operations and Management - - Cluster Visualizers - - Deployment Patterns - is_microservice: false - title: 'hackerxone.com: How To Install Kubernetes Dashboard with NodePort in Linux' -https://medium.com/geekculture/yakd-yet-another-kubernetes-dashboard-7766bd071f30: - title: 'medium: YAKD: Yet Another Kubernetes Dashboard' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033046.476795 - content_hash: N/A - v1_locations: - - docs/kubernetes-based-devel.md -https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is-not-enough: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030000.487714 - content_hash: 74856fef4ae7e045cc21cfb07f4c55955641eac4a0c9d9a169a7728915d08240 - v1_locations: - - docs/kubernetes-based-devel.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Investigates the limitations of purely CLI-based diagnostics, highlighting - situations where multi-dimensional cluster interfaces speed up root cause analysis. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Operations and Management - - Cluster Visualizers - - UI Philosophy - is_microservice: false - title: 'thenewstack.io: Who Needs a Dashboard? Why the Kubernetes Command Line Is - Not Enough' -https://blog.aquasec.com/kubernetes-ui-tools-security-threat: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032421.183383 - content_hash: 504f2e070fabd8b6475e89eda53ae61fa2d8d7713ba7c79c362568d059d393f6 - v1_locations: - - docs/kubernetes-based-devel.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-based-devel.md - ai_summary: Crucial security review warning how misconfigured visual cluster admin - panels can act as Remote Access Tools (RATs) for malicious actors to execute arbitrary - code. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Security and Hardening - - Cluster Threat Vectors - - UI Vulnerabilities - is_microservice: false - title: 'blog.aquasec.com: RATs (remote access tools) in the Cloud: Kubernetes UI - Tools Turn into a Weapon' -https://medium.com/@satyakommula/deploy-kubernetes-dashboard-with-nodeport-382f447d2ff8: - 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It walks through the sequence - of configuration modifications, rolling updates, and verification checks. 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Kubeadm abstracts the complex mechanics of configuring etcd, control - plane API components, and node registration into clean `init` and `join` workflows. - Designed to serve as the building block for higher-level platform orchestration - engines. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster Provisioning - - Kubeadm - is_microservice: false - title: Kubernetes Cluster with **Kubeadm** -https://medium.com/velotio-perspectives/demystifying-high-availability-in-kubernetes-using-kubeadm-3d83ed8c458b: - title: 'medium.com: **Demystifying High Availability in Kubernetes Using Kubeadm**' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030018.850962 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034323.034112 - content_hash: c1844210cc4741107be496390e9fe0ec5db96f316d2382a9ad31033da434a0f3 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Step-by-step tutorial for building a Kubernetes control plane and node - infrastructure on Ubuntu 18.04 VMs using kubeadm. Explores Docker runtime configuration - and basic CNI setups. Highly legacy given newer Ubuntu releases and containerd/CRI-O - standard transition. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Infrastructure - - Cluster Provisioning - - Kubeadm Guides - is_microservice: false - title: Setting Up a Kubernetes Cluster on Ubuntu 18.04 -https://www.padok.fr/en/blog/kubeadm-kubernetes-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032051.462466 - v1_locations: - - docs/kubernetes-on-premise.md - content_hash: fb3cc6d0f4ae96907940fb40cd0e1c1baa76c360ab25cf070ed17988cef8363b - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: An architectural walk-through showing how to configure a multi-node - bare-metal Kubernetes cluster from scratch using kubeadm. Highlights operational - choices regarding container runtimes, networking (CNI), and load balancers to - simulate cloud-like elasticity on physical hardware. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Infrastructure - - Cluster Provisioning - - Kubeadm Guides - is_microservice: false - title: Set up a Bare Metal Kubernetes cluster with -https://blog.tobias-huebner.org/low-budget-kubernetes-self-hosted-series: - title: 'blog.tobias-huebner.org: Low-budget self-hosted Kubernetes 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029634.2591 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://www.mirantis.com/blog/how-install-kubernetes-kubeadm: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030975.611379 - content_hash: d932934c88abe403e7924d71bc8da404d41bab782cde5cb02f2b51d33ba11c4b - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: A simplified deployment checklist for running containerized workloads - on Kubernetes via kubeadm. Demonstrates manual package installation, initialization - commands, and standard validation tests. Good starting point for spinning up fast - staging clusters. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Infrastructure - - Cluster Provisioning - - Kubeadm Guides - is_microservice: false - title: 'mirantis.com: How to install Kubernetes with Kubeadm: A quick and dirty - guide' -https://kosyfrances.com/kubernetes-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031108.883157 - content_hash: 7a7df4fd1a1927777c5526bfb9088062c93224de883dffc227e64f08df2a42c7 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: A local lab guide explaining how to spin up a Kubernetes 1.20 multi-node - environment on Oracle VirtualBox using kubeadm. Outlines setting up host-only - networking, static IP mapping, and configuring containerd manually. Tailored for - software testing and network topology validation. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Infrastructure - - Local Clusters - - VirtualBox - is_microservice: false - title: 'kosyfrances.com: Using kubeadm to create a Kubernetes 1.20 cluster on VirtualBox - with Ubuntu' -https://blog.radwell.codes/2021/05/provisioning-single-node-kubernetes-cluster-using-kubeadm-on-ubuntu-20-04: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032055.564388 - content_hash: ba0ee3a758a4d0c7ddf146b136d6848b662c9d37e52f3cf03b9f240d2e1ce77a - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Guides the reader through a slimmed-down kubeadm installation tailored - for developer testing environments on a single Ubuntu VM. Includes the crucial - command to untaint the control plane node, allowing user workloads to be scheduled - locally without worker nodes. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Infrastructure - - Local Clusters - - Single Node - is_microservice: false - title: 'blog.radwell.codes: Provisioning Single-node Kubernetes Cluster using kubeadm - on Ubuntu 20.04' -https://medium.com/@ZiXianZeroX/setting-up-an-on-premise-kubernetes-cluster-from-scratch-8e3a6b415387: - title: 'medium.com/@ZiXianZeroX: Setting Up an On-premise Kubernetes Cluster from - Scratch' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031388.844332 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033770.45045 - content_hash: 98b64f272eb97a0ac1c6692053bb54942ec978ceaeb876f6f70c3f110c052f4c - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Examines the modern approach to cluster provisioning by leveraging the - containerd CRI runtime directly with kubeadm. Explains how to drop docker-shim - and configure systemic dependencies, systemd cgroup drivers, and network configurations - for maximum efficiency. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Infrastructure - - Cluster Provisioning - - Containerd - is_microservice: false - title: 'thenewstack.io: How to Deploy Kubernetes with Kubeadm and containerd' -https://faun.pub/configuring-ha-kubernetes-cluster-on-bare-metal-servers-with-kubeadm-1-2-1e79f0f7857b: - title: 'faun.pub: Configuring HA Kubernetes cluster on bare metal servers with kubeadm. - 1/3' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029161.241594 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://blog.learncodeonline.in/kubernetes-cluster-deployment-on-centos-linux: - title: 'blog.learncodeonline.in: Kubernetes Cluster Deployment on CentOS Linux' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031302.124903 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://github.com/kubernetes/kubeadm/blob/main/docs/ha-considerations.md: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034040.123066 - content_hash: 87353790bbe2b4db49fcbedc03b579fb905a6f150794a352399f6fa5378ba533 - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - DE FACTO STANDARD - - ENTERPRISE-STABLE - - GUIDE - v2_locations: - - kubernetes-on-premise.md - gh_stars: 3977 - gh_pushed: '2026-05-12T09:41:34Z' - ai_summary: Official design documentation specifying strategies for deploying highly - available Kubernetes clusters via kubeadm. Details stacked etcd topology versus - external etcd clusters, control plane load balancing configurations, and failover - mechanics. Indispensable handbook for building robust, production-grade cloud-agnostic - platform infrastructure. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Infrastructure - - High Availability - - Cluster Resilience - is_microservice: false - title: 'github.com/kubernetes/kubeadm: High Availability Considerations' -https://medium.com/@benjaminacar.private/a-comprehensive-guide-to-setup-a-new-k8s-cluster-4b88e6f021bc: - title: 'medium.com/@benjaminacar.private: A Comprehensive Guide to Setup a New K8s - Cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032457.067154 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://github.com/geerlingguy/ansible-role-kubernetes: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033655.948076 - content_hash: ec20419456edd443a34a1cf535161ce7cd267c0bc4f2c98fe0a6bcda0340f4b7 - v1_locations: - - docs/kubernetes-on-premise.md - - docs/matrix-table.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 625 - gh_pushed: '2025-11-28T04:12:15Z' - ai_summary: A highly popular and actively maintained Ansible role written by Jeff - Geerling that automates the installation and configuration of Kubernetes on Debian/Ubuntu - and RedHat/CentOS servers. It simplifies installing kubeadm, kubelet, and kubectl, - managing system configurations, and bootstrapping clusters cleanly via playbooks. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Infrastructure - - Infrastructure as Code - - Ansible - is_microservice: false - title: Ansible Role - Kubernetes (Jeff Geerling) -https://github.com/electrocucaracha/krd: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031528.79325 - content_hash: eb630f99aa5f1738d8068b0c1784ae0c37345659c2ace4d7bbc0cc22defc3a4f - v1_locations: - - docs/kubernetes-on-premise.md - - docs/kubernetes-tools.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 40 - gh_pushed: '2026-05-22T02:36:20Z' - ai_summary: Kubernetes Reference Deployment (KRD) utilizes Ansible playbooks and - shell scripts to automate the installation of multi-node Kubernetes clusters with - extensive integration of Cloud Native network elements, virtualization engines, - and storage provisioners. Designed for prototyping comprehensive environments - rapidly. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster Provisioning - - Automation - is_microservice: false - title: krd -https://github.com/kubeinit/kubeinit: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033845.208855 - content_hash: 30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3 - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 222 - gh_pushed: '2025-12-05T21:26:59Z' - ai_summary: 'An Ansible-based automation tool to deploy Kubernetes, OKD, or OpenShift - on bare-metal or VM hosts using KVM/libvirt and nested virtualization. Helps automate - clean network definitions, hypervisor provisioning, and cluster bootstrapping. - Note: Repo has seen minimal recent activity, indicating transition towards LEGACY - status.' - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster Provisioning - - Virtualization - is_microservice: false - title: Kubeinit 🌟 -https://www.youtube.com/watch?v=9_6H7Ahsdm4&ab_channel=OpenShift: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033477.500663 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: A video presentation exploring KubeInit, its architecture, and practical - use cases for bootstrapping cloud-native platforms like OpenShift and Kubernetes - on local hardware. Conducted in Spanish with Red Hat experts. [SPANISH CONTENT] - language: Spanish - resource_type: Video - complexity: Intermediate - hierarchy: - - Infrastructure - - Cluster Provisioning - - Community Videos - is_microservice: false - title: 'youtube: OpenShift Commons En Vivo - KubeInit con Maria Bracho, Scott McCarty, - and Carlos Camacho (Red Hat, Spanish) 🌟' -https://www.itwonderlab.com/en/ansible-kubernetes-vagrant-tutorial: - title: 'itwonderlab.com: Kubernetes Cluster using Vagrant and Ansible with Containerd - (in 3 minutes) 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029063.410709 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://github.com/kubernetes-sigs/kubespray: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032835.330396 - content_hash: e6a5ab4538c357775e53e98139727266a66b700215009b4dbd5fdcc4d257fb79 - v1_locations: - - docs/kubernetes-on-premise.md - - docs/matrix-table.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 18493 - gh_pushed: '2026-05-22T03:33:10Z' - ai_summary: An industry-standard provisioning tool combining Ansible playbooks and - kubeadm to deliver highly configurable, multi-cloud, production-grade Kubernetes - deployments. Supports declarative definition of CNI plugins, container runtimes - (containerd/CRI-O), ingress controllers, and storage drivers, making it the preferred - choice for on-premise and bare-metal enterprise automation. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster Provisioning - - Kubespray - is_microservice: false - title: '**Kubespray**' -https://adamtheautomator.com/kubespray: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032968.845712 - content_hash: 0415a4df1e1b99e05eb86f92a036c639e535cc5cc02a5a31fdd7bcedc6f11036 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: A hands-on, practical guide demonstrating step-by-step how to deploy - a fully functioning Kubernetes cluster using Kubespray on custom virtual environments. - Details preparing host inventories, updating variables, and executing core Ansible - playbooks. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Infrastructure - - Cluster Provisioning - - Kubespray Guides - is_microservice: false - title: 'adamtheautomator.com/kubespray: Conquer Kubernetes Clusters with Ansible - Kubespray' -https://github.com/bluxmit/alnoda-workspaces: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030363.631156 - content_hash: 5afb0973ee4b9b75f27e799ba2e4c8cf97fc81f5dfd4e3396c9192984278d69a - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: AGPL-3.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 1362 - gh_pushed: '2023-07-30T07:49:59Z' - ai_summary: A specialized development workspace designed to streamline the execution - of Kubespray and Ansible operations. It bundles critical tools, CLI utilities, - and playbooks in a containerized sandbox to prevent local dependency conflicts - during large-scale cluster provisioning. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Infrastructure - - Cluster Provisioning - - Developer Environments - is_microservice: false - title: 'github.com/bluxmit: Kubespray Workspace' -https://github.com/kelseyhightower/kubernetes-the-hard-way: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030473.564335 - content_hash: 800e0a795b4a366e7b76f2a1ae7edd9ca784da27ecc1b1558022da1605b782fe - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 48360 - gh_pushed: '2025-04-10T06:11:47Z' - ai_summary: The legendary, standard-setting educational guide for bootstrap-configuring - high-availability Kubernetes clusters without installers. Details direct certificate - generation, control plane components installation, systemd configuration, and - CNI initialization. Crucial for establishing a deeply technical foundation of - internal cluster mechanics. - language: English - resource_type: Repository - complexity: Expert - hierarchy: - - Infrastructure - - Cluster Provisioning - - Education - is_microservice: false - title: '**Kelsey Hightower: kubernetes the hard way**' -https://napo.io/posts/kubernetes-the-real-hard-way-on-aws: - title: 'napo.io: Kubernetes The (real) Hard Way on AWS' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031696.472848 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md - - docs/matrix-table.md -https://napo.io/posts/terraform-kubernetes-multi-cloud-ack-aks-dok-eks-gke-oke: - title: 'napo.io: Terraform Kubernetes Multi-Cloud (ACK, AKS, DOK, EKS, GKE, OKE)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033609.413264 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://medium.com/nordcloud-engineering/upgrading-kubernetes-the-hard-way-ac533cfb4ff2: - title: 'medium: Upgrading Kubernetes The Hard Way' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029590.098768 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://medium.com/@brightzheng100/kubernetes-the-hard-way-on-docker-f512bae734af: - title: 'medium: Kubernetes the hard way on Docker' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030412.963943 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://github.com/PhilippeChepy/exoscale-kubernetes-crio: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029165.680947 - content_hash: 67a3a62e1d56b7d24571f657b0bea6de22006bbb22a838d30b64f5bc7fa1283a - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: A prototype repository demonstrating how to deploy an auto-scalable - Kubernetes cluster on Exoscale utilizing Packer to build customized CRI-O images - and Terraform for resource provisioning. Inactive, representing historical cloud-specific - infrastructure designs. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Infrastructure as Code - - Terraform - is_microservice: false - title: Autoscalable Kubernetes cluster at Exoscale, using Packer and Terraform -https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029421.846179 - content_hash: 1ae1465f5fd177aebc32e70d65e9efac02258fce8fd7f6572830dc76e371a71f - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: An adapted tutorial of Kelsey Hightower's 'Kubernetes the Hard Way' - mapped directly onto Azure cloud infrastructure. Details setting up VNets, Azure - NSGs, load balancers, and virtual machine scale sets manually to better understand - control plane placement. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster Provisioning - - Azure - is_microservice: false - title: 'Kubernetes the Hard Way: Azure Edition' -https://github.com/prabhatsharma/kubernetes-the-hard-way-aws: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032383.731548 - content_hash: 3952a4d45c125a3bd49a58b470a7615c58a25f0964fee77a1b676ee58c6d5da5 - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 668 - gh_pushed: '2024-07-14T14:00:19Z' - ai_summary: A highly specific community adaptation of Kelsey Hightower's educational - guide, focusing entirely on AWS infrastructure including VPCs, IAM roles, security - groups, and EC2 provisioning. Valuable reference for understanding low-level networking - and control plane setup on AWS. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster Provisioning - - AWS - is_microservice: false - title: 'Kubernetes The Hard Way: AWS Edition' -https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-c4b45a080bac: - title: 'medium.com/@norlin.t: Kubernetes the hard (illumos) way' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033187.035086 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-last-part-c68ca71bc2ce: - title: 'medium.com/@norlin.t: Kubernetes the hard (illumos) way, last part' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034131.339149 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://engineering.linecorp.com/en/blog/building-large-kubernetes-clusters: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029467.674542 - content_hash: 3a705ee8da9056ebe2dcd36f11f5aa7530a0d1c557b1da0864d2afff50337cef - v1_locations: - - docs/kubernetes-on-premise.md - - docs/matrix-table.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: A detailed engineering case study by Line Corporation explaining Caravan, - their custom internal platform designed to build and maintain thousands of Kubernetes - clusters on bare-metal infrastructure. Provides deep insights into enterprise - lifecycle scale and custom provisioning control planes. - language: English - resource_type: Blog - complexity: Expert - hierarchy: - - Infrastructure - - Bare Metal + - Generative AI - Case Studies is_microservice: false - title: 'linecorp.com: Building Large Kubernetes Clusters with **Caravan**' -https://cluster-api.sigs.k8s.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030352.816292 - content_hash: f72c436cb42828e6ff9fa9e4220ab2eb5b5567af3d4746e2f46f9a746183db92 - v1_locations: - - docs/kubernetes-on-premise.md - - docs/matrix-table.md + language: English + last_checked: 1779031533.619013 needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: The official Kubernetes Special Interest Group (SIG) project extending - Kubernetes with declarative, Kubernetes-style APIs to manage the lifecycle of - Kubernetes clusters. It implements custom resources (e.g., Clusters, Machines) - and controllers across numerous cloud providers, introducing standard Infrastructure-as-Code - paradigms to cluster fleet administration. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster API - - Declarative Management - is_microservice: false - title: ==ClusterAPI== -? https://itnext.io/multi-cloud-and-multi-cluster-declarative-kubernetes-cluster-creation-and-management-with-cluster-6df8efdc2a89 -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030352.816292 - content_hash: f72c436cb42828e6ff9fa9e4220ab2eb5b5567af3d4746e2f46f9a746183db92 - v1_locations: - - docs/kubernetes-on-premise.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: An architectural guide walking through the declarative provisioning - of multi-cloud cluster setups using Cluster API (CAPI). Explores bootstrap providers, - control-plane management, and target cluster life cycle configurations across - AWS and Azure environments. - language: English resource_type: Blog - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster API - - Multi-Cloud - is_microservice: false - title: ==ClusterAPI== - Creation and Management with Cluster API (CAPI β€” v1alpha3)' -https://medium.com/swlh/clusterops-1-line-commit-to-upgrade-your-kubernetes-clusters-de3548124d04: - title: 'medium: ClusterOps: 1-Line Commit to Upgrade Your Kubernetes Clusters 🌟' - year: N/A stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032801.895713 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://www.cncf.io/webinars/deploying-kubernetes-to-bare-metal-using-cluster-api: - title: 'cncf.io webinar: Deploying Kubernetes to bare metal using cluster API' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031809.658991 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://github.com/kgamanji/cluster-api-helm-chart: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033716.253236 - content_hash: ea92989949e8f13357fc2d50a39a477353c480bcbdc20bb7b6e30fd0147ccb8c - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: Apache-2.0 - needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 58 - gh_pushed: '2022-12-07T05:00:25Z' - ai_summary: 'A community Helm chart designed to packages and deploy Cluster API - resources and operators easily inside a management cluster. Simplifies the installation - of CAPI components via standard Helm deployment pipelines. Note: Inactive, as - official tooling increasingly uses clusterctl.' - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Infrastructure - - Cluster API - - Helm - is_microservice: false - title: 'github.com: Cluster API Helm Chart' -https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-deployments: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029242.972589 - content_hash: 51a627da5327fa1de74aeef439ed6f04345b80d4b57deeaad8d9165d75fce433 + title: 'aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to'' + Accelerate Infrastructure Optimization on AWS' v1_locations: - - docs/kubernetes-on-premise.md + - docs/ai.md + - docs/customer.md + v2_locations: + - ai.md + - customer.md + year: N/A +https://aws.amazon.com/blogs/infrastructure-and-automation/save-time-with-automated-security-checks-of-terraform-scripts: + content_hash: 9c8d695497afede31fc54899b8b507af9464d34d4f42225e4d368204fe71d42b + description: '' + health_score: 100.0 + last_checked: 1779030587.484763 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: An analysis of the early design goals of Cluster API. It outlines the - architectural advantages of treating clusters as managed custom resources within - a Kubernetes management cluster, establishing unified fleet control plane patterns. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Infrastructure - - Cluster API - - Architecture - is_microservice: false - title: 'thenewstack.io: Cluster API Offers a Way to Manage Multiple Kubernetes Deployments' -https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779030363.034197 - content_hash: 09a9ca745e6a495efb065f40744627596f90513cd68760fa279d24e6780e3c72 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Investigates the mechanics of using Cluster API providers (such as Metal3) - to provision bare-metal hardware declaratively. Details the transformation of - raw physical bare metal nodes into standard, managed Kubernetes control-planes - and workers. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster API - - Bare Metal - is_microservice: false - title: 'thenewstack.io: Provision Bare-Metal Kubernetes with the Cluster API' -https://www.cncf.io/blog/2021/10/06/kubernetes-cluster-api-reaches-production-readiness-with-version-1-0: - title: 'cncf.io: Kubernetes Cluster API reaches production readiness with version - 1.0' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031752.463843 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://github.com/weaveworks/cluster-api-provider-existinginfra: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032793.626429 - content_hash: 2f84416867b5e9b16beac4486022391f29edb9661db5636b2f733ccd76cbbc55 - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 45 - gh_pushed: '2022-09-23T16:07:25Z' - ai_summary: A Cluster API provider designed to enable cluster deployment over pre-existing - infra (such as bare-metal or legacy VMs) via SSH. Archived following Weaveworks' - wrap-up, serving now as a reference for custom SSH-based control loops. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster API - - Legacy Provider - is_microservice: false - title: weaveworks/cluster-api-provider-existinginfra -https://piotrminkowski.com/2021/12/03/create-kubernetes-clusters-with-cluster-api-and-argocd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031381.706949 - content_hash: d79f62035f4b38ae0440b52a50c5d2947515e248df7bf2cf70bcf7b99b01ccc8 - v1_locations: - - docs/kubernetes-on-premise.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: An excellent tutorial detailing how to build a unified GitOps pipeline - for cluster provisioning by combining Cluster API and ArgoCD. Shows how to store - cluster manifests in a git repository and let ArgoCD reconcile cluster infrastructure - as standard Kubernetes apps. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Infrastructure - - Cluster API - - ArgoCD - is_microservice: false - title: '==piotrminkowski.com: Create and Manage Kubernetes Clusters with Cluster - API and ArgoCD==' -https://github.com/didier-durand/microk8s-kata-containers: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030087.348389 - content_hash: 474a0b39b789d6c1b33275984e47a36328413ef25739e909d3c7852b7ce89909 - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 34 - gh_pushed: '2024-07-25T09:51:31Z' - ai_summary: A community project showcasing how to configure and run Kata Containers - inside a Canonical MicroK8s environment for hardware-assisted, hypervisor-isolated - container sandboxing. Inactive but serves as a solid blueprint for secure multi-tenant - lightweight virtualization. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Infrastructure - - Edge and IoT - - Sandbox Runtimes - is_microservice: false - title: Kata Containers on MicroK8s -https://github.com/didier-durand/microk8s-kube-bench: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031983.368018 - content_hash: a5a49bfde53ceefac347da1342132f4f67b09381d1591b4b76060e19370867a8 + title: 'aws.amazon.com: Save time with automated security checks of your Terraform'' + scripts' v1_locations: - - docs/kubernetes-on-premise.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 17 - gh_pushed: '2023-04-11T04:17:48Z' - ai_summary: A validation utility adapting aquasecurity's kube-bench to run structured - CIS security benchmarks directly against canonical MicroK8s clusters. Confirms - cluster configuration conformance to standard security profiles. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Infrastructure - - Edge and IoT - - Security Benchmarking - is_microservice: false - title: MicroK8s & Kubernetes security benchmark from CIS -https://www.cloudsavvyit.com/13024/how-to-run-your-own-kubernetes-cluster-with-microk8s: - title: 'cloudsavvyit.com: How to run your own kubernetes cluster with Microk8s' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031220.919299 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-development: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029165.301239 - content_hash: c99628bd4d635e642e0f505c2b3921fe232baa748f2fc3c5ec8b8e1a7203ff7a - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Teaches developers how to install MicroK8s on local workstations and - spin up the native visual Kubernetes Dashboard. Demonstrates rapid local testing - cycles for testing deployment patterns without external cloud dependencies. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Infrastructure - - Edge and IoT - - MicroK8s Guides - is_microservice: false - title: 'thenewstack.io: Deploy Microk8s and the Kubernetes Dashboard for K8s Development' -https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032734.08804 - content_hash: 3c00ac37e23f38c15f9d4ec5cad0c5d81b89d7f860a4816180378c825749a984 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Outlines the quick process of setting up single or multi-node Kubernetes - infrastructures on Ubuntu Server leveraging MicroK8s' native snap packages. Perfect - guide for rapid physical hardware staging or home labs. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Infrastructure - - Edge and IoT - - MicroK8s Guides - is_microservice: false - title: 'thenewstack.io: Deploy a Kubernetes Cluster on Ubuntu Server with Microk8s' -https://github.com/darxkies/k8s-tew: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031431.871624 - content_hash: cc87d83b14a0b3f9e056d905011dcb21cfb2d27d36354e40c0edcd8b9816e117 - v1_locations: - - docs/kubernetes-on-premise.md - gh_license: GPL-3.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-on-premise.md - gh_stars: 311 - gh_pushed: '2026-05-08T20:52:19Z' - ai_summary: Kubernetes The Easy Way (k8s-tew) provides a collection of wrapper scripts - and declarative configuration structures designed to ease the bootstrap complexities - of kubeadm. Inactive, replaced by more mature standard declarative APIs. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Infrastructure - - Cluster Provisioning - - Automation Tools - is_microservice: false - title: '**k8s-tew**' -https://kubedex.com/kubernetes-operating-systems: - title: 'kubedex.com: Kubernetes Operating Systems 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034112.476591 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://www.baeldung.com/ops/kubernetes-lightweight-distributions: - title: 'baeldung.com: Lightweight Kubernetes Distributions' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031385.093879 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://blogs.vmware.com/vsphere/2019/08/introducing-project-pacific.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031559.545907 - v1_locations: - - docs/kubernetes-on-premise.md - content_hash: 689ba7cff08abd990c9a8544a843a9b9e79830ba1a9c199231bb8e184e45891e - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: The original deep-dive announcement introducing Project Pacific, which - natively refactored VMware vSphere 7 around the Kubernetes control plane. Provided - the architectural bridge that enables operations teams to provision containerized - infrastructure via ESXi hypervisors. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Cloud Infrastructure - - VMware Tanzu Ecosystem - - Hypervisor Kubernetes - is_microservice: false - title: 'blogs.vmware.com: Introducing Project Pacific (vSphere with Kubernetes)' -https://cloud.vmware.com/tanzu: - title: '**VMware Kubernetes Tanzu**' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033112.759799 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md - - docs/matrix-table.md -https://cormachogan.com/2020/04/01/a-first-look-at-vsphere-with-kubernetes-in-action: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032751.990197 - content_hash: e84981cb1f3524a93bc55cd7292e90a67f8184f69ee948e15b7f802f2abbcc40 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: A detailed technical review showing vSphere with Kubernetes in a live - environment. Reviews how the Supervisor Cluster exposes Kubernetes native primitives - natively within vCenter, allowing developers to consume storage and compute via - standard YAML. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Cloud Infrastructure - - VMware Tanzu Ecosystem - - Tutorials - is_microservice: false - title: 'cormachogan.com: A first look at vSphere with Kubernetes in action' -https://cormachogan.com/2020/04/07/building-a-tkg-guest-cluster-in-vsphere-with-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033084.988224 - content_hash: 0799bf10db185860179813edc9f3fce87f635fe4ad524caaaa1ad213eb056620 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: A practical walk-through detailing how to construct and deploy a Tanzu - Kubernetes Grid (TKG) guest cluster. Covers configuration details including Cluster - API controllers, control-plane load balancers, and persistent virtual storage. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Cloud Infrastructure - - VMware Tanzu Ecosystem - - Tutorials - is_microservice: false - title: 'cormachogan.com: Building a TKG Cluster in vSphere with Kubernetes' -https://blogs.vmware.com/networkvirtualization/2020/03/vmware-tanzu-service-mesh-built-on-vmware-nsx-is-now-available.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030360.934838 - content_hash: 7fed80be248c4cf710c93f5feafc9e0f9611f6fc7ec76333f8449dc93c4137a7 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Introduces VMware Tanzu Service Mesh, engineered on NSX technology to - support high-performance secure traffic, global load-balancing, and end-to-end - telemetry. It enables multi-cluster configurations and unified security policy - enforcement across cloud boundaries. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Networking - - Service Mesh - - VMware Tanzu Ecosystem - is_microservice: false - title: 'blogs.vmware.com: VMware Tanzu Service Mesh, built on VMware NSX is Now - Available!' -https://tanzu.vmware.com/content/blog/vmware-tanzu-sql-mysql-at-scale-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030850.296288 - v1_locations: - - docs/kubernetes-on-premise.md - content_hash: 18256fdecdde237ef439f96d40cb39f4841583c279f3b9a8b6a7ea8dddfe0ff4 - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Highlights VMware Tanzu SQL, an automated relational database engine - managed natively within Kubernetes clusters. Outlines automated operations including - point-in-time recovery, seamless scaling, high-availability setups, and security - patching. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Database - - Cloud-Native Databases - - VMware Tanzu Ecosystem - is_microservice: false - title: 'tanzu.vmware.com: VMware Tanzu SQL: MySQL at Scale Made Easy for Kubernetes' -https://www.wecloudpro.com/2021/11/13/Tanzu-Community-Edition.html: - title: 'wecloudpro.com: VMware Tanzu Community Edition 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031377.604283 - content_hash: N/A - v1_locations: - - docs/kubernetes-on-premise.md -https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033751.918679 - content_hash: 98f86f798229063c89584b54bb6210edb9a4a103310cca8cf7a7f6d126c16662 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: Documents the GA release of Tanzu Application Platform (TAP), which - provides pre-configured templates to streamline code-to-production pipelines, - automating cluster deployment steps and accelerating build compliance. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Cloud Infrastructure - - Application Platforms - - VMware Tanzu Ecosystem - is_microservice: false - title: 'zdnet.com: VMware brings Tanzu Application Platform into GA to ease Kubernetes - adoption' -https://dev.to/saintdle/deploying-nvidia-gpu-enabled-tanzu-kubernetes-clusters-40ma: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030009.206665 - content_hash: 209b035fa712506b124490a81ef8011e157d16a04f98ffef879dcb04a6250d81 - v1_locations: - - docs/kubernetes-on-premise.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-on-premise.md - ai_summary: An in-depth guide detailing how to provision Nvidia GPU acceleration - inside Tanzu Kubernetes Grid (TKG) guest clusters. 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It covers container runtimes, namespace isolation - boundaries, and policy engines necessary to secure multi-tenant microservices - setups. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: true - title: 'thenewstack.io: Laying the Groundwork for Kubernetes Security, Across Workloads, - Pods and Users' -https://horovits.wordpress.com/2020/07/15/kubernetes-security-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031410.232034 - content_hash: 22243b336be58251f391b23ca2d07d8fb7d75e0a7cd093aed4ad5b07c093cc8a - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: 'A holistic compilation of security practices spanning the lifecycle - of a Kubernetes cluster. - - - * Emphasizes shift-left container scanning. - - * Focuses on Kubernetes API exposure minimization and runtime threat detection.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: 'horovits.wordpress.com: Kubernetes Security Best Practices' -https://medium.com/better-programming/how-to-harden-your-kubernetes-cluster-for-production-7e47990efc2a: - title: 'medium: How to Harden Your Kubernetes Cluster for Production 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032731.771407 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://kubernetes.io/blog/2020/11/18/cloud-native-security-for-your-clusters: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034265.853355 - content_hash: 0939886aec6bafbdcd0fa1416fcd626e14a8836036e9a09a56e9246eebd3be1b - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Official Kubernetes blog overviewing the "4Cs of Cloud Native Security": - Cloud, Clusters, Containers, and Code. It serves as an authoritative introduction - to multi-layered cloud security hygiene and policy enforcement.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: 'kubernetes.io: Cloud native security for your clusters' -https://sysdig.com/resources/ebooks/kubernetes-security-guide: - title: 'sysdig.com: Kubernetes Security Guide 🌟' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779034349.833529 - v1_locations: - - docs/kubernetes-security.md - review_metadata: - original_url: https://sysdig.com/resources/ebooks/kubernetes-security-guide - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.961036' - content_hash: 4961f732cf048054dcf7edff539eb5f128071bcf4d12e39fb98d12a8e6279a40 -https://resources.whitesourcesoftware.com/blog-whitesource/kubernetes-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032254.987353 - content_hash: be62960e71765645adb441854e74afb226ba87745859f57246518ecd00e58854 - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: An industry blog focusing on secure software supply chain practices - within Kubernetes. It covers automating the detection of outdated libraries, scanning - Docker images for CVEs, and applying security controls in CI/CD before deployment. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: 'resources.whitesourcesoftware.com: Kubernetes Security Best Practices 🌟' -https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030705.839558 - content_hash: dd52dd3bada9bb7f721d5fb909969a53d5e3e691bba09c9a04e3703c53c00d1b - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: A practical setup guide focusing on initial bootstrap security for self-managed - Kubernetes. It emphasizes disabling default service accounts, enabling TLS for - all communications, and using SSH bastions for control-plane access. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: 'thenewstack.io: Best Practices for Securely Setting up a Kubernetes Cluster' -https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033419.033076 - content_hash: 508dcbc0995fd433f1d9cab344eeae30e240b3daa3a20e3edbb7ad5fe10668b4 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: A technical comparison of the security profiles of Docker, CRI-O, and - Containerd. It analyzes attack surfaces, runtime privilege enforcement, and performance - implications of container-runtime interfaces (CRI) within enterprise Kubernetes - setups. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Container Runtimes - - Security - is_microservice: false - title: 'thenewstack.io: A Security Comparison of Docker, CRI-O and Containerd 🌟' -https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033925.756738 - content_hash: 86c89cb5887c180508ab7bf1a604414960b4f9dfb0e2537bfc58c0f2c1ffda7a - v1_locations: - - docs/kubernetes-security.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - gh_stars: 429 - gh_pushed: '2021-01-04T22:33:10Z' - ai_summary: 'A comprehensive community-driven study guide for the Linux Foundation''s - CKS exam. - - - * Offers curated study material on cluster setup and cluster hardening. - - * Provides blueprints for microservice security, system hardening, and run-time - threat detection.' - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Education - is_microservice: true - title: 'github.com/stackrox: Certified Kubernetes Security Specialist Study Guide - 🌟' -https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030857.259054 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: A live presentation recording demonstrating hands-on exploitation and - defense tactics inside Kubernetes environments. It showcases tools like kube-hunter, - kubectl abuse vectors, and configuration defense setups. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: 'youtube: Kubernetes Security: Attacking and Defending K8s Clusters - by - Magno Logan' -https://www.cncf.io/blog/2021/03/22/kubernetes-security: - title: 'cncf.io: Kubernetes Security 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029941.018121 - content_hash: ec7c88dd88245e8e428e3faca2146ac487b8b0c6a7ba2aa17a990722c435a9d3 - v1_locations: - - docs/kubernetes-security.md -? https://www.microsoft.com/security/blog/2021/03/23/secure-containerized-environments-with-updated-threat-matrix-for-kubernetes -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029941.018121 - content_hash: ec7c88dd88245e8e428e3faca2146ac487b8b0c6a7ba2aa17a990722c435a9d3 - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Microsoft's revised Kubernetes Threat Matrix update, detailing newly - discovered tactics like credential access via cloud metadata service endpoints - and API server exploitation pathways. Essential for modern security monitoring - teams. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: 'cncf.io: Kubernetes Security 🌟' - for Kubernetes' -https://github.com/cilium/tetragon: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031109.34794 - content_hash: 68c450ba0fe25e40514df915223a5935099e45961a55a65fa4f4551626c2b41d - v1_locations: - - docs/kubernetes-security.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - gh_stars: 4691 - gh_pushed: '2026-05-22T11:24:22Z' - ai_summary: An eBPF-based real-time security observability and runtime enforcement - tool. Built by the creators of Cilium, Tetragon enables granular process-level, - network-level, and file-level security monitoring with low performance overhead, - helping to block unauthorized system actions immediately. - language: English - resource_type: Repository - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: Tetragon (Cilium) -https://redkubes.com/10-kubernetes-security-risks-best-practices: - title: 'redkubes.com: 10 Kubernetes Security Risks & Best Practices' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029563.593332 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032800.259643 - content_hash: 5cd33f9c05f2c9a1acf9914baf24946fc1e53d0e0658bbfe21def50bb57d5c60 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: A practical walkthrough of security layers within a standard Kubernetes - deployment stack. It illustrates mapping defensive configurations from container - code and pipelines down through the API server and network infrastructure. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: 'thenewstack.io: Defend the Core: Kubernetes Security at Every Layer' -https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030842.803342 - content_hash: 16393e7d1f88846ec37060f0bf48d0b49b36711ef27d089a75d1f88955533a58 - v1_locations: - - docs/kubernetes-security.md - - docs/kubernetes-tools.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: A hands-on open-source demonstration project for analyzing Kubernetes - audit logs on lightweight K3s clusters using Falco. Ideal for dev environments - and homelabs to understand security monitoring patterns. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Observability - is_microservice: false - title: Analyze Kubernetes Audit logs using Falco 🌟 -https://blog.kasten.io/ransomware-protection-kasten-k10-v4: - title: 'blog.kasten.io: Kubernetes Ransomware Protection with Kasten K10 v4.0' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031510.459376 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.helpnetsecurity.com/2021/05/04/security-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030443.193687 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: 'A security auditing platform review focusing on Kubestriker. - - - * Details how the tool scans clusters for RBAC misconfigurations. - - * Pinpoints exposed endpoints and vulnerable images to provide rapid threat-vector - modeling.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Security - is_microservice: false - title: 'helpnetsecurity.com: Kubestriker: A security auditing tool for Kubernetes - clusters 🌟' -https://madhuakula.com/kubernetes-goat: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033424.917101 - content_hash: fe0e66e15aa03ff202eeb8b21afc4705e8869ea321458ef73ad50bc8d1e0887d - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: The premier interactive, intentionally vulnerable Kubernetes environment - designed for learning cloud-native security. It features various real-world scenarios - covering container escapes, SSRF, and credential harvesting, making it invaluable - for security training. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Education - is_microservice: false - title: Kubernetes Goat 🌟 -https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034318.759644 - content_hash: 9de736c6e107ec80aa1c5c175adc9ee16a532cc26f304b122b9d031b25e4e286 - v1_locations: - - docs/kubernetes-security.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: A detailed technical guide explaining network security configurations - within Kubernetes clusters. It demonstrates how to write and apply zero-trust - Network Policies to restrict pod-to-pod and egress traffic effectively. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Kubernetes - - Networking - is_microservice: true - title: 'itnext.io: How-To: Kubernetes Cluster Network Security 🌟' -https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032571.699447 - content_hash: ddb7e934892c999e7ffb796047b2c07472eb4d4aad6e69dfa792fa7ac6b479ad - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: This Gist provides practical configuration steps to protect the local - `~/.kube/config` file from unauthorized access. Curator insight highlights standard - file permissions (`chmod 600`), while live grounding demonstrates how local credential - storage remains a high-value target for workstation compromise. The guide outlines - methods to secure context credentials, including token helpers and shell env configurations. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Endpoint and Client Security - - Kubeconfig Hardening - is_microservice: false - title: 'gist.github.com: How to protect your ~/.kube/ configuration' -https://levelup.gitconnected.com/enforce-audit-policy-in-kubernetes-k8s-34e504733300: - title: 'levelup.gitconnected.com: Enforce Audit Policy in Kubernetes (k8s)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032900.111723 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://snyk.io/blog/10-kubernetes-security-context-settings-you-should-understand: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031865.486799 - content_hash: 0d02feb3f905cf4ee2bf5adb336f1508d626eb83a0f8e4cacb7ea1da3a5520d0 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: A comprehensive guide on utilizing the Kubernetes `securityContext` - API to enforce Pod and container-level boundaries. Curator insight details foundational - settings like `runAsNonRoot`, `readOnlyRootFilesystem`, and `allowPrivilegeEscalation`. - Live grounding confirms these configurations remain the primary defense-in-depth - mechanisms for preventing container breakouts in 2026 production environments. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Workload Security - - Pod Security Context - is_microservice: false - title: 'snyk.io: 10 Kubernetes Security Context settings you should understand' -https://www.magalix.com/blog/top-8-kubernetes-security-best-practices: - title: 'magalix.com: Top 8 Kubernetes Security Best Practices 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029286.101486 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.redhat.com/en/blog/state-kubernetes-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030658.73355 - content_hash: c8198bafcc14a4125dc39be68b7d70bbe1bbf9a87642309367c57ab04bf1b8cd - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: This Red Hat analysis outlines prevalent vulnerabilities, configuration - errors, and runtime threats observed in enterprise container environments. Curator - insight focuses on the dominance of misconfigurations as the primary cause of - security incidents. Live grounding demonstrates that software supply chain issues - and runtime security are increasingly challenging for modern enterprises. - language: en - resource_type: article - complexity: Beginner - hierarchy: - - Security - - Industry Reports - - Threat Landscape - is_microservice: false - title: 'redhat.com: The State of Kubernetes Security' -https://www.fairwinds.com/blog/top-5-kubernetes-security-mistakes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032388.425295 - content_hash: 7fd5fd1cb671ae9cb2b88114998f51f0da30bab4dc7da9c28212a9b52fd7a391 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Explores the most common security oversights in Kubernetes cluster deployments, - such as running containers as root and missing resource limits. Curator insight - matches automated auditing observations, emphasizing the gap between default settings - and production requirements. Live grounding highlights that automated policy engines - (like Polaris or Kyverno) are essential to systematically mitigate these risks. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Workload Security - - Common Misconfigurations - is_microservice: false - title: 'fairwinds.com: Discover the Top 5 Kubernetes Security Mistakes You''re (Probably) - Making' -https://www.tigera.io/blog/kubernetes-security-policy-10-critical-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030017.149965 - content_hash: e885f290546583457086fd12aed3c601207206f06365d678fca02c6ab975b94b - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: A structured set of recommendations for designing resilient network - and security policies. Curator insight advises transitioning from flat networks - to zero-trust micro-segmentation. Live grounding reveals that enforcing default-deny - ingress and egress rules at the CNI layer is paramount for restricting lateral - movement during an active compromise. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Network Security - - Network Policies - is_microservice: true - title: 'tigera.io: Kubernetes security policy design: 10 critical best practices - 🌟' -https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite-acceso-redes-restringidas-cve-2020-8562: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031851.907609 - content_hash: f0b4ef557fcae8fa463328e244d76b9d32f6458c28eee0776fcc5e1c9416e69a - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Analiza en detalle la vulnerabilidad de denegaciΓ³n de servicio y elisiΓ³n - de restricciones de red identificada como CVE-2020-8562. El anΓ‘lisis del curador - detalla el impacto en la resoluciΓ³n de DNS internas de la API del clΓΊster. La - contrastaciΓ³n con el estado actual del sector muestra cΓ³mo esta vulnerabilidad - impulsΓ³ mejoras crΓ­ticas en los controles de red del plano de control. [SPANISH - CONTENT] - language: es - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Vulnerabilities - - CVE Case Studies - is_microservice: false - title: 'empresas.blogthinkbig.com: Descubierta una vulnerabilidad en Kubernetes - que permite acceso a redes restringidas (CVE-2020-8562)' -https://thenewstack.io/kubernetes-an-examination-of-major-attacks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030390.860453 - content_hash: c2faa07887b73d3a1827e8e8bc61cc5394b28c5a0497dfc8e90c7ea88d4b0c4d - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Examines real-world attack vectors and high-profile security incidents - targeted at Kubernetes infrastructure, including cryptojacking and dashboard exposure. - Curator insight breaks down the progression of an attack from initial access to - privilege escalation. Live grounding confirms that threat actors consistently - exploit exposed management interfaces and unauthenticated endpoints. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Threat Landscape - - Incident Response - is_microservice: false - title: 'thenewstack.io: Kubernetes: An Examination of Major Attacks 🌟' -https://www.cncf.io/blog/2021/08/20/how-to-secure-your-kubernetes-control-plane-and-node-components: - title: '==cncf.io: How to secure your Kubernetes control plane and node components==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029556.369035 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.redhat.com/rhdc/managed-files/cl-state-kubernetes-security-report-ebook-f29117-202106-en.pdf: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032223.711755 - content_hash: 24bcdd48aebbfa46a9cee5951712648dbb401414dbd612f828912fea47332996 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: An extensive ebook documenting industry security adoption rates, primary - concerns, and threat behaviors in Spring 2021. Curator insight highlights that - container configuration defects remain the highest source of corporate security - anxiety. Live grounding confirms the trends predicted in this report have materialized - in modern zero-trust control planes. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Industry Reports - - Threat Landscape - is_microservice: false - title: 'redhat.com: State of Kubernetes Security Report - Spring 2021 (PDF) 🌟' -https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031061.260297 - content_hash: 52829402f1365f945ccff6ba61ffb672694d6adedafb31135bc86d326613ace6 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Compares the security architecture of Kubernetes to traditional operating - systems, identifying the key layers requiring abstraction-level security. Curator - insight advocates for a shift in perspective, treating API access as the primary - security perimeter. Live grounding supports that defense-in-depth must encompass - the host, container, and API boundary to form a resilient cloud-native posture. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Foundational Concepts - - Cluster Hardening - is_microservice: false - title: 'thenewstack.io: How to Secure Kubernetes, the OS of the Cloud' -https://akhilsharma.work/the-4cs-of-kubernetes-security: - title: 'akhilsharma.work: The 4C''s of Kubernetes Security' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032745.93528 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@lessandro.ugulino/securing-the-kubernetes-cluster-c5ab43fe0dd0: - title: 'medium: Securing the Kubernetes cluster | Lessandro Z. Ugulino' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031328.916588 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://goteleport.com/blog/kubernetes-api-access-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030572.724533 - content_hash: a78dd2fc456f2fc4e64b5817680761d37b7be728a60b4c8ee7f05e8a1e07df4c - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: High-fidelity instructions on securing access to the Kubernetes API - server, emphasizing the dangers of exposed endpoints. Curator insight focuses - on eliminating permanent credentials in favor of short-lived, role-based certificates. - Live grounding demonstrates that protecting the API gateway via proxy solutions - and strict IP whitelisting prevents critical control plane compromises. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Identity and Access Management - - API Server Hardening - is_microservice: false - title: '==goteleport.com: Kubernetes API Access Security Hardening==' -https://amazicworld.com/top-5-security-threats-unique-to-a-kubernetes-and-cloud-native-stack: - title: 'amazicworld.com: Top 5 security threats unique to a Kubernetes and Cloud - Native stack' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029148.047799 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://venturebeat.com/2021/12/27/kubernetes-security-will-have-a-breakout-year-in-2022: - title: 'venturebeat.com: Kubernetes security will have a breakout year in 2022' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032282.256411 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@jonathan_37674/comparing-kubernetes-security-frameworks-and-guidance-f1c2821ea733: - title: '==medium: Comparing Kubernetes Security Frameworks and Guidance== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032779.570185 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://blog.gitguardian.com/hardening-your-k8s-pt-2: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034152.520882 - content_hash: c599ea43467a4a5a151e366c08c88924b40a4194c0e87b85d5abe3ae802ab499 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Part two of a comprehensive practical guide on hardening Kubernetes - installations, covering advanced topics such as RBAC auditing, log aggregation, - and secret encryption at rest. Curator insight addresses key steps for locking - down communication channels between internal control plane services. Live grounding - affirms that implementing these hardening steps drastically reduces the blast - radius of compromised microservices. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Cluster Hardening - - Operational Best Practices - is_microservice: true - title: '==blog.gitguardian.com: Hardening Your Kubernetes Cluster - Guidelines (Pt. - 2)== 🌟' -https://blog.devgenius.io/how-is-security-managed-in-kubernetes-clusters-addefffd2b0: - title: 'blog.devgenius.io: How is security managed in Kubernetes clusters?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030739.1802 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033210.833455 - content_hash: 65cb6e1adf91476893a765f337690fadc9b710883a4783ade75ebd1742737176 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: A granular tutorial guiding developers on how to design and build secure - Pod configurations. Curator insight instructs on eliminating default privileges - and configuring security contexts. Live grounding shows that implementing Pod - Security Standards (PSS) provides a straightforward, out-of-the-box framework - to systematically restrict critical container permissions. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Workload Security - - Pod Hardening - is_microservice: false - title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 1: Pods' -https://blog.gitguardian.com/kubernetes-tutorial-part-2-network: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034269.49834 - content_hash: f8f93df107bca8c9cc22beea74537d172381a75ec37a72a2771e5add027179b4 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Delves into network-level security configurations, detailing how to - implement namespace isolation and default-deny policies. Curator insight highlights - key methods for controlling egress traffic to prevent external exfiltration. Live - grounding demonstrates that CNI-enforced policies are fundamental for limiting - the spread of attacks within multi-tenant clusters. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Network Security - - Network Segmentation - is_microservice: false - title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 2: Network' -https://medium.com/@jonathan_37674/kubernetes-security-best-practices-definitive-guide-bcb546e9f529: - title: '==medium.com/@jonathan_37674: Kubernetes Security Best Practices: Definitive - Guide==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030384.451785 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://isovalent.com/blog/post/2021-11-container-escape: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032046.437188 - content_hash: 86d1ff436641ce7c01bcb164f61a4fe5df5273c95a8ccde2ec9b3a08e9e2e107 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - ai_summary: A deep-dive exploration of container escape methodologies and how they - can be detected at the kernel layer using Cilium and eBPF. Curator insight focuses - on monitoring system calls directly to bypass container-internal obfuscation. - Live grounding confirms that eBPF observability provides the low-overhead, high-fidelity - metrics needed to identify escape payloads before damage occurs. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Runtime Observability - - eBPF Threat Detection - is_microservice: false - title: 'isovalent.com: Detecting a Container Escape with Cilium and eBPF' -https://mattermost.com/blog/the-top-7-open-source-tools-for-securing-your-kubernetes-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032872.721787 - content_hash: af44d48dd593e969e627db1ae8532bb455f186c5437bf89490863f03c152a91a - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Evaluates seven essential open-source tools for enhancing cluster protection, - targeting vulnerability scanning, posture assessment, and threat logs. Curator - insight lists classic security aids like Trivy, Falco, and Terrascan. Live grounding - shows that combining dynamic runtime checkers with static config linters provides - comprehensive coverage across the delivery pipeline. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Tooling - - Open Source Security - is_microservice: false - title: 'mattermost.com: The Top 7 Open Source Tools for Securing Your Kubernetes - Cluster' -https://developers.redhat.com/articles/2021/12/16/secure-your-kubernetes-deployments-ebpf: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033218.042195 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Technical article explaining the operational advantages of using eBPF - for cloud-native workload defense. Curator insight explains how eBPF operates - safely within the Linux kernel to record and control system behavior without sidecars. - Live grounding confirms that eBPF technology has transitioned from a monitoring - utility to a standard tool for runtime security. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Runtime Observability - - eBPF Threat Detection - is_microservice: false - title: 'developers.redhat.com: Secure your Kubernetes deployments with eBPF' -https://faun.pub/from-dev-to-admin-an-easy-kubernetes-privilege-escalation-you-should-be-aware-of-the-attack-950e6cf76cac: - title: 'faun.pub: From dev to admin: an easy Kubernetes privilege escalation you - should be aware of β€” the attack' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030356.162499 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://xenitab.github.io/blog/2022/04/12/ephemeral-container-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031755.293163 - content_hash: 06844c0a293b1214e9a08306bfbe8573967ef3cd0be03768952b6d8203bfc7ab - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Explains security considerations around the use of ephemeral containers - for live cluster troubleshooting. Curator insight warns against exposing node-level - namespaces during ad-hoc diagnostics sessions. Live grounding indicates that while - ephemeral containers are critical for debugging distroless images, they require - strict RBAC policies to prevent escalation. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Workload Security - - Debugging Security - is_microservice: false - title: 'xenitab.github.io: Kubernetes Ephemeral Container Security 🌟' -https://www.armosec.io/blog/secure-kubernetes-deployment: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029879.778171 - content_hash: 3fa07e567180dc20579ef938f905e80cd9e95c0d94e42642b90ed588e593dc34 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: A practical guide addressing how to configure secure deployments using - declarative configurations. Curator insight details defensive parameters such - as secrets handling, least-privilege service accounts, and resource controls. - Live grounding indicates that automated compliance checks during Deployment creation - are vital to prevent misconfigurations from reaching live states. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Workload Security - - Deployment Hardening - is_microservice: false - title: '==armosec.io: How to Secure Deployments in Kubernetes?== 🌟' -https://medium.com/@dotdc/is-your-kubernetes-api-server-exposed-learn-how-to-check-and-fix-609ab9638fae: - title: '==medium.com/@dotdc: Is your Kubernetes API Server exposed? Learn how to - check and fix!== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030534.133389 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://levelup.gitconnected.com/the-core-of-kubernetes-security-clusters-5d9a69f1dba4: - title: 'levelup.gitconnected.com: The Core of Kubernetes Security: Clusters' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030005.370236 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://cast.ai/blog/kubernetes-security-10-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030851.720572 - content_hash: 7df064937c2a9bb3c5cb3a0bf735c6b89ec5b71a8a65f89a3573085e41fc133f - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Synthesizes expert advice and industry-proven practices for comprehensive - cluster defense. Curator insight focuses on the absolute necessity of etcd encryption, - regular posture checks, and network policies. Live grounding highlights that combining - these strategies creates a multi-layered shield that significantly increases attackers' - efforts. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Foundational Concepts - - Cluster Hardening - is_microservice: false - title: '==cast.ai: Kubernetes Security: 10 Best Practices from the Industry and - Community== 🌟' -https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032817.539825 - content_hash: 58efffdf986a1f6ec003bf639e3f0ce55423caae6ee71707fdfa2e65d5af972c - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Discusses evolutionary principles designed to ensure the long-term robustness - of cloud-native systems. Curator insight stresses the necessity of secure-by-default - configurations and standardized API control planes. Live grounding supports that - reducing cognitive load for operators through self-healing security layers represents - the future of secure operations. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Foundational Concepts - - Future of Security - is_microservice: false - title: 'thenewstack.io: Basic Principles Key to Securing Kubernetes’ Future' -https://medium.com/@codingkarma/kubernetes-goat-part-1-8718b1345a42: - title: 'medium.com/@codingkarma: Kubernetes Goat Part-1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030267.643257 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@badawekoo/limit-number-of-processes-running-in-a-kubernetes-pod-50ccf156ec18: - title: '==medium.com/@badawekoo: Limit number of processes running in a Kubernetes - pod==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029507.181792 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://dev.to/pavanbelagatti/kubernetes-security-best-practices-for-developers-2b92: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033611.949447 - content_hash: aab18f3984de2592b297d20e749a97682bf2dabce99697dfa6f5c80ec6902c07 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Tailored specifically for application developers to guide secure manifest - construction and safe build configurations. Curator insight details practical - tips like avoiding hardcoded secrets and keeping image footprints minimal. Live - grounding confirms that developer training combined with automated IDE feedback - is essential for maintaining secure codebases. - language: en - resource_type: article - complexity: Beginner - hierarchy: - - Security - - Workload Security - - Developer Best Practices - is_microservice: true - title: 'dev.to/pavanbelagatti: Kubernetes Security Best Practices For Developers' -https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-6abd625c60fe: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030682.932404 - content_hash: 997b0256113f4f13f3484cf8a2fdf2db8d319844faa9c75066e7574c7a2ddb70 - v1_locations: - - docs/kubernetes-security.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Follows a microservice application from development to full-scale production - deployment on Kubernetes, focusing on ingress, security, and scaling. Curator - insight breaks down architectural steps, including secure service routing and - config separation. Live grounding verifies that understanding the holistic life - cycle helps teams avoid standard reliability bottlenecks and secure their continuous - delivery setups. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Microservices - - Application Lifecycle - - Kubernetes Deployment - is_microservice: true - title: '==itnext.io: Journey Of A Microservice Application In The Kubernetes World== - 🌟' -https://tutorialboy24.blogspot.com/2022/09/a-detailed-talk-about-k8s-cluster.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030364.742463 - content_hash: fc596dc6c63a99fedc62cc8ee07e239d5ed56802e0ead135b61384860ced3dbc - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Explains tactical cluster hacking methodologies and privilege escalation - techniques from an offensive perspective. Curator insight analyzes vectors such - as service account token theft and mounting the host socket. Live grounding emphasizes - that threat-modeling from an attacker's perspective is vital to proactively designing - robust admission and detection rules. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Threat Landscape - - Offensive Security - is_microservice: false - title: 'tutorialboy24.blogspot.com: A Detailed Talk about K8S Cluster Security from - the Perspective of Attackers (Part 2) 🌟' -https://medium.com/cloudyrion/kubernetes-end-to-end-chain-exploit-c2be32688fd0: - title: 'medium.com/cloudyrion: Kubernetes end-to-end chain exploit' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033781.909274 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-fa9d442b7951: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030422.395732 - content_hash: d8dbeb114a94e8a637955734f6271cd6448812a5dc511bd4015a9ebfa8bcf2c6 - v1_locations: - - docs/kubernetes-security.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Outlines methods and tools used to inspect existing, live-running, or - static Kubernetes resource manifests for structural defects. Curator insight showcases - policy enforcement tools such as Checkov and Kube-score. Live grounding demonstrates - that shift-left auditing of manifests in CI guarantees that only vetted resources - enter production. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - DevSecOps - - Static Code Analysis - is_microservice: false - title: '==itnext.io: Performing Security Checks for Deployed Kubernetes Manifests==' -https://securitycafe.ro/2023/02/27/a-complete-kubernetes-config-review-methodology: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030430.073705 - content_hash: 1987d806b7d197efeda827c7730dc0018292baf266039e6164d0603ce27f1496 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Provides a highly detailed methodology for evaluating cluster configurations, - auditing access permissions, and detecting risky configurations. Curator insight - details steps for assessing RBAC mappings and node exposure. Live grounding shows - that a structured configuration review is essential for passing rigorous enterprise - external audits. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Compliance and Auditing - - Audit Methodology - is_microservice: false - title: '==securitycafe.ro: A COMPLETE KUBERNETES CONFIG REVIEW METHODOLOGY==' -https://itnext.io/introduction-to-kubernetes-security-for-security-professionals-a61b424f7a2a: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032056.752736 - content_hash: dcf93b0e71d0034108aedf643892e0cfa6b13c4735d90eac89210432ee74ec6c - v1_locations: - - docs/kubernetes-security.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Bridges the gap between traditional security methodologies and cloud-native - container structures for cybersecurity practitioners. Curator insight maps standard - risk controls to container security contexts, networking policies, and etcd encryption. - Live grounding reveals that security professionals must master APIs and declarative - states to implement automated assurance. - language: en - resource_type: article - complexity: Beginner - hierarchy: - - Security - - Foundational Concepts - - Cluster Hardening - is_microservice: false - title: '==itnext.io: Introduction to Kubernetes Security for Security Professionals==' -https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033335.79196 - content_hash: c9b5e351a4f776b46eccf1afd1c3b3e5a8d09f31b92bdd4ee49a6446ab13bdca - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Explains introductory security concepts in Kubernetes, targeting beginner - operators and developers. Curator insight highlights the core mechanisms of namespace - separation, RBAC roles, and container Isolation. Live grounding confirms that - a strong grasp of these fundamental concepts is required before implementing advanced - security meshes. - language: en - resource_type: article - complexity: Beginner - hierarchy: - - Security - - Foundational Concepts - - Introductory Security - is_microservice: false - title: 'dev.to/mattiasfjellstrom: Kubernetes-101: Security concepts' -https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificates: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029267.84804 - content_hash: 596b12a8132142f296d143a25483f4c586a4dedbb8b83f31add78e160969bb89 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Evaluates options for mounting and trusting custom or self-signed Root - Certificate Authorities (CAs) inside container environments. Curator insight shows - practical configurations for injecting custom root stores through init containers - or volume mounts. Live grounding confirms that managing private PKIs is crucial - for microservices in secure enterprise intranets. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Secret Management - - Certificate Management - is_microservice: true - title: 'blog.alexellis.io: What if your Pods need to trust self-signed certificates?' -https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034491.585388 - content_hash: b7f0bff87c14e103ae8e49de04fe7f56e1273f7c6057da8ae9d915bf8087701e - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-security.md - ai_summary: Surveys the shifting landscape of threat profiles in modern distributed - cloud environments. Curator insight explores how legacy perimeter security controls - fail inside highly dynamic container environments. Live grounding reinforces the - importance of using identity-driven workload authorization and fine-grained access - limits. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Foundational Concepts - - Threat Landscape - is_microservice: false - title: 'thenewstack.io: Securing Kubernetes in a Cloud Native World' -https://collabnix.com/applying-devsecops-practices-to-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030421.346168 - content_hash: 998a4157359ae5ae807ec53e5b345ecc2ffc35082592fa08e78daf1009ea6c59 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Explains how to integrate DevSecOps methodologies directly into the - lifecycle of containerized infrastructure. Curator insight covers pipeline integration - of vulnerability scanners, registry signing, and runtime audit tools. Live grounding - indicates that continuous integration of security configurations drastically reduces - production attack surfaces. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - DevSecOps - - Automated Compliance - is_microservice: false - title: 'collabnix.com: Applying DevSecOps Practices to Kubernetes' -https://dev.to/thenjdevopsguy/securing-kubernetes-pods-for-production-workloads-51oh: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034262.489507 - content_hash: 21b4b86f2e543923ee4d50a63cc0ae3d3bf9db15dfbb09fccaf92540e536bc45 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: A specialized checklist for locking down Pod setups in highly regulated - production networks. Curator insight addresses how to enforce non-root execution, - limit Capabilities, and bind resource consumption quotas. Live grounding shows - that consistent enforcement of these checklists eliminates common container breakout - opportunities. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Workload Security - - Pod Hardening - is_microservice: false - title: '==dev.to/thenjdevopsguy: Securing Kubernetes Pods For Production Workloads==' -https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032170.831679 - content_hash: 980541a20e2a5958f0afe65df9e174f6aba33a6d40f5d1620cb19572fcd416c4 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: 'An educational guide summarizing the security dimensions defined by - the CNCF ''4C'' model: Cloud, Cluster, Container, and Code. Curator insight outlines - actionable steps to secure each layer. Live grounding confirms that systemic failure - at any single layer exposes the entire cluster architecture to risk.' - language: en - resource_type: article - complexity: Beginner - hierarchy: - - Security - - Foundational Concepts - - The 4Cs model - is_microservice: false - title: 'dev.to/thenjdevopsguy: The 4 C’s Of Kubernetes Security' -https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034507.069754 - content_hash: 823362f9564345fdbbff53890279176349ab7077c7d23a6108394ff8d5fa81f8 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Examines identity federation, user access management, and internal service-to-service - authentication models. Curator insight details mapping cluster roles directly - to organizational single sign-on identities. Live grounding indicates that decentralized - identity and modern authentication are critical to maintaining least privilege - in high-scale infrastructure. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Identity and Access Management - - Access Control - is_microservice: true - title: 'thenewstack.io: Cloud Native Identity and Access Management in Kubernetes' -https://curity.io/resources/learn/oauth-overview: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033584.185304 - content_hash: a5e308f330bb6c6f0bbbf59cea95792806d5bb1d57f9c69cf117def4c89f1499 - v1_locations: - - docs/kubernetes-security.md - - docs/oauth.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - - oauth.md - ai_summary: An authoritative reference detailing the core flows, mechanics, and - actors within the OAuth 2.0 authorization framework. Curator insight describes - integration opportunities for web, native, and API client types. Live grounding - demonstrates that OAuth 2.0 tokens serve as the underlying standard for authenticating - microservice operations. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Authentication Protocols - - OAuth 2.0 - is_microservice: true - title: 'curity.io: OAuth 2.0 Overview' -https://curity.io/resources/learn/openid-connect-overview: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031385.607021 - content_hash: 02cf641837321c90c7faff9d45013ed6c4abc842ca4a1357144cb0ba6a2103cd - v1_locations: - - docs/kubernetes-security.md - - docs/oauth.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - - oauth.md - ai_summary: Provides a comprehensive introduction to OpenID Connect (OIDC), the - identity layer built directly on top of OAuth 2.0. Curator insight highlights - how OIDC standardizes token delivery to provide secure client identity resolution. - Live grounding affirms that OIDC is the preferred mechanism for securing user - access to corporate Kubernetes instances. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Authentication Protocols - - OIDC - is_microservice: false - title: 'curity.io: OpenID Connect Overview' -https://curity.io/resources/client-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034572.141612 - content_hash: d3acb8cc28ac9c2ff460cbe630d56bbbe4a2da26cc7ac3801b917eb8fd1cadb6 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Analyzes security patterns and best practices for implementing secure - clients within modern web architecture. Curator insight focuses on preventing - token leakage on client platforms. Live grounding confirms that securing the client - architecture is paramount to avoiding credential hijacking in distributed web - environments. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Authentication Protocols - - Client-Side Security - is_microservice: true - title: 'curity.io: Client Security' -https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sidecar-container-3752: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031398.878746 - content_hash: a296223b4dc8c8de6b3870d32b4752def46d8a4a3181dc1f650b531bd153f542 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Explains how to offload authentication requirements from applications - by wrapping workloads with a sidecar proxy. Curator insight details setting up - proxies like OAuth2 Proxy or Keycloak Gatekeeper. Live grounding confirms that - sidecar patterns enable centralized single sign-on without changing application - code. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Identity and Access Management - - Single Sign-On - is_microservice: true - title: 'dev.to/gabrielbiasi: Automatic SSO in Kubernetes workloads using a sidecar - container' -https://dev.to/aws-builders/best-practices-for-securing-kubernetes-deployments-1jg6: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029132.430407 - content_hash: 21a8fd28f779b479912fda2da56d029f7323e88e97f3cc29d32c7d75ed566e78 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Focuses on deployment hardening guidelines tailored for AWS Elastic - Kubernetes Service (EKS) and native clusters. Curator insight outlines using IAM - Roles for Service Accounts (IRSA) to implement AWS credential isolation. Live - grounding confirms that configuring infrastructure-level least-privilege policies - prevents lateral cloud infrastructure compromise. - language: en - resource_type: article - complexity: Intermediate - hierarchy: - - Security - - Workload Security - - AWS EKS Hardening - is_microservice: true - title: '==dev.to/aws-builders: Best Practices for Securing Kubernetes Deployments== - 🌟' -https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032549.642835 - content_hash: 650b35ada0c46689dc14de03959377251ac24cfc038251daccc7956d48a2d36e - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Analyzes Jetstack Secure, an enterprise platform wrapping the open-source - cert-manager tool to orchestrate certificates. Curator insight details how this - service helps operationalize automated certificate renewal across multi-cluster - environments. Live grounding confirms that automated PKI management reduces manual - oversight and cuts down on unexpected service outages. - language: en - resource_type: article - complexity: Advanced - hierarchy: - - Security - - Secret Management - - Certificate Management - is_microservice: true - title: 'thenewstack.io: Jetstack Secure Promises to Ease Kubernetes TLS Security' -https://xgrid.medium.com/securing-a-kubernetes-cluster-using-tls-certificates-5e64a6bb26de: - title: '==xgrid.medium.com: Securing a Kubernetes cluster using TLS certificates== - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031328.883345 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://ahmedy.hashnode.dev/creating-tls-certificates-for-k8s-components-with-openssl: - title: 'ahmedy.hashnode.dev: Creating TLS Certificates for K8s components with OpenSSL' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031381.557598 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://erkanzileli.medium.com/how-tls-certificates-work-422d95f1df5e: - title: '==erkanzileli.medium.com: How TLS Certificates Work==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033295.740304 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@martin.hodges/using-a-wildcard-certificate-within-your-kubernetes-cluster-87c014e8dafe: - title: 'medium.com/@martin.hodges: Using a wildcard certificate within your Kubernetes - cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030367.158428 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -? https://blog.cloudsecque.com/how-to-improve-the-security-of-your-applications-with-kubernetes-security-scanners-cda97fd2f574 -: title: '==blog.cloudsecque.com: How to Improve the Security of Your Applications - with Kubernetes Security Scanners==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030367.158428 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.techmanyu.com/kubernetes-security-with-kube-bench-and-kube-hunter-6765bf44ebc6: - title: 'techmanyu.com: Kubernetes Security with Kube-bench and Kube-hunter 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034431.600498 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://github.com/aquasecurity/kube-bench: - title: kube-bench 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030849.172667 - content_hash: 3fc464887d8cd3fc871fc6d9d7bd51f9fb7ae23f35731c95073e40620fb71285 - v1_locations: - - docs/kubernetes-security.md - - docs/kubernetes-tools.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-tools.md - gh_stars: 8049 - gh_pushed: '2026-05-20T08:37:49Z' -https://devopscube.com/kube-bench-guide: - title: '==devopscube.com/kube-bench-guide: Kube-Bench: Kubernetes CIS Benchmarking - Tool==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033435.995396 - content_hash: 1e6d8ca58c30e4fc6a809bcd549a881f78774d13133da067a7c159fca215e210 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true -https://github.com/aquasecurity/kube-hunter: - title: kube-hunter 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034273.68148 - content_hash: 9104d2e020cd3963831a31761f037f16a536d2d44a303795855898e910f7ac30 - v1_locations: - - docs/kubernetes-security.md - gh_license: Apache-2.0 - needs_ai_refresh: true -? https://aninditabasak.medium.com/a-lap-around-kubernetes-security-vulnerability-scanning-tools-checkov-kube-hunter-kube-bench-4ffda92c4cf1 -: title: '==aninditabasak.medium.com: A Lap around Kubernetes Security & Vulnerability - scanning Tools β€” checkov, kube-hunter, kube-bench & Starboard==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034273.68148 - content_hash: 9104d2e020cd3963831a31761f037f16a536d2d44a303795855898e910f7ac30 - v1_locations: - - docs/kubernetes-security.md -https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-internet: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030413.095959 - content_hash: af02836ebde61e3f8731e5d91f048efe267adc0f2cac2e07b6e3cbe2a07cc06e - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Analyzes the operational and security implications of exposing Kubernetes - API servers directly to the public internet. Discusses real-world scanning threats - and mitigation options like firewalling, OIDC, and endpoint protection. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Network Security - - Public Exposure - is_microservice: false - title: 'raesene.github.io: Let''s talk about Kubernetes on the Internet' -https://github.com/Shopify/kubeaudit: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032583.558718 - content_hash: cc93106d19fc62264e4d57a74eba66432df37e6cb71ef2e73dd92cf1256d7dc2 - v1_locations: - - docs/kubernetes-security.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - gh_stars: 1936 - gh_pushed: '2024-08-21T18:48:27Z' - ai_summary: An open-source auditor that checks active Kubernetes configurations - and YAML manifests against real-world security profiles. Prevents misconfigurations - such as running containers as root or with excessive privileges. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Security - - Vulnerability Scanning - - Manifest Auditing - is_microservice: false - title: ==github.com/Shopify/kubeaudit== 🌟🌟 -https://towardsdev.com/12-scanners-to-find-security-vulnerabilities-and-misconfigurations-in-kubernetes-332a738d076d: - title: 'towardsdev.com: 12 Scanners to Find Security Vulnerabilities and Misconfigurations - in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029309.767148 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://kubernetes.io/docs/concepts/security/security-checklist: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030503.53178 - content_hash: e43cd959cf79591c1f795bda3ac68e2d9e2ee0499516ed7afd01ec9d12db3c79 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - ai_summary: The official, continuously updated security checklist mapping out practices - across the 4C cloud-native security model. Serves as a foundational reference - for cluster hardening, namespace isolation, and API server protection. - language: English - resource_type: Documentation - complexity: Beginner - hierarchy: - - Security - - Compliance Auditing - - Standards - is_microservice: false - title: '==kubernetes.io: Security Checklist== 🌟🌟' -https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc53438e22: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034094.362263 - content_hash: f96288dc0cebb694b89e365588f7b4caffb216415b05551a23a8e1d5d7df5eda - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Discusses integrating centralized admission control policies (like OPA/Gatekeeper - or Kyverno) to mitigate OWASP Kubernetes Top 10 vulnerabilities. Explains how - structural constraints on manifests prevent downstream security bypasses. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Security - - Policy Enforcement - - Admission Control - is_microservice: false - title: 'itnext.io: Kubernetes OWASP Top 10: Centralised Policy Enforcement' -https://faun.pub/gatekeeper-k8-hardening-backlog-956d1b6860b6: - title: 'faun.pub: Gatekeeper | K8 hardening backlog' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034424.621804 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://systemweakness.com/owasp-k8s-security-insecure-workload-configurations-c14c4028beb1: - title: 'systemweakness.com: OWASP-K8S Security: Insecure Workload Configurations' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029826.547149 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://owasp.org/www-project-kubernetes-top-ten: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030353.172443 - content_hash: 6aa663c54cb0c661c58f4295ecd8f276519594772e1dec0bf1301e7ef8bb5143 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - ai_summary: The official OWASP Kubernetes Top 10 project cataloging critical security - issues. Helps engineering teams understand threat models ranging from insecure - pod configurations to compromised secrets storage. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Security - - Compliance Auditing - - Threat Modeling - is_microservice: false - title: 'owasp.org: OWASP Kubernetes Top Ten' -https://www.darkreading.com/dr-tech/top-10-kubernetes-security-risks-every-devsecops-needs-to-know: - title: 'darkreading.com: Top 10 Kubernetes Security Risks Every DevSecOps Pro Should - Know' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032751.404419 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031618.127494 - content_hash: 825db8da036365b742cefc05f98a5c303f068a53a61bba34f81a9f1812a6f56b - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Deals with risks concerning exposed credentials and hardcoded parameters - within Kubernetes workflows. Walks through mitigation setups in compliance with - OWASP guidelines to prevent secrets leakage. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Compliance Auditing - is_microservice: false - title: 'itnext.io: Kubernetes OWASP Top 10: Secrets Management' -https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF: - title: Kubernetes Hardening Guidance 🌟🌟 - year: N/A - stars: 0 - description: '' - health_score: 80.0 - last_checked: 1779032874.431616 - v1_locations: - - docs/kubernetes-security.md - status: review_required - review_metadata: - original_url: https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF - proposed_url: NONE - reason: 'High-Value Protection: 404' - timestamp: '2026-05-18T18:54:54.989388' -https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031352.052574 - content_hash: aeea21261f143c37c64c755f4f41d32887d152a670c46d782e49a97a5286eb16 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Provides an introductory breakdown of the NSA/CISA collaborative guidelines - on hardening Kubernetes, highlighting pod security contexts, network segmentation, - and system logging requirements. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Compliance Auditing - - Hardening - is_microservice: false - title: 'thenewstack.io: The NSA Can Help Secure Your Kubernetes Clusters' -https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034101.56837 - content_hash: febade91020572b14bb930df8ce734880d275ce1f129aa9fd5ba5e1ebd591a86 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Reports on the publication of the joint NSA and CISA Kubernetes hardening - advisory. Highlights major system recommendations to mitigate vulnerabilities - associated with lateral movement and remote takeovers. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Compliance Auditing - - Hardening - is_microservice: false - title: 'therecord.media: NSA, CISA publish Kubernetes hardening guide 🌟🌟' -https://www.infoq.com/news/2021/09/kubescape: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030306.19945 - content_hash: 9fe260bfcf8cfb2d05a51dfc0ddbbd37ff025f21640ef8e996bf39f5e5fd1748 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: A developer-focused interview exploring the release of Kubescape. Outlines - the technical strategies behind automated cluster auditing and dynamic verification - mapping against official security guidelines. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Vulnerability Scanning - - Interviews - is_microservice: false - title: 'infoq.com: Armo Releases Kubescape K8s Security Testing Tool: Q&A with VP - Jonathan Kaftzan' -https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030413.731736 - content_hash: 496cf8707beac37be039d1be7ca74889298c36d5e760fb68fab61a3b606ddf23 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Summarizes key operational pillars of the NSA-CISA Kubernetes hardening - guide. Explains the security implications of runtime credentials, etcd access - controls, and control plane settings. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Compliance Auditing - - Hardening - is_microservice: false - title: infoq.com -https://thenewstack.io/nsa-on-how-to-harden-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032166.872253 - content_hash: 9972cda3e7cb23f786af9cab38bdedd8ff337bdf3cab3aacfcb20420debef73e - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Breaks down NSA recommendations on securing containerized apps. Discusses - runtime privileges, host isolation, and securing the internal network to prevent - privilege escalations. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Compliance Auditing - - Hardening - is_microservice: false - title: 'thenewstack.io: NSA on How to Harden Kubernetes' -https://blog.gitguardian.com/hardening-your-k8-pt-1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031782.112947 - content_hash: f984a6410c479b0ee2291c6a01aee61b97592a6a52b908b886ddfd135983f018 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: A professional breakdown of modeling security threats across containerized - infra. Analyzes the major interfaces and trust boundaries of control systems, - nodes, and physical networks. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Threat Modeling - - Hardening - is_microservice: false - title: 'blog.gitguardian.com: Hardening Your Kubernetes Cluster - Threat Model (Pt. - 1) 🌟🌟' -https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logging-auditing-3fec: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030848.666444 - content_hash: b9a89abbe647f97454bc94498a32be4625aaf3243f0c31ab976391fd2c441ef6 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Explains setup routines for Authentication, RBAC systems, and event - logging patterns. Demonstrates how proper audit streams act as reactive verification - layers against security threats. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Identity and Access - - Hardening - is_microservice: false - title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 3: Authn, Authz, - Logging & Auditing' -https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030707.595422 - content_hash: ef6b7697a2fc5669837f29b33eed606fe1f383c5763705f4b257c1c90b855db0 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Reviews the updates introduced in version 1.1 of the NSA-CISA guide. - Explains key modifications to the guidelines regarding egress traffic protection - and default pod restrictions. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Compliance Auditing - - Hardening - is_microservice: false - title: 'armosec.io: NSA & CISA Kubernetes Hardening Guide – what is new with version - 1.1' -https://aymen-abdelwahed.medium.com/k8s-operators-cis-benchmarks-8d7915d5cb2d: - title: 'aymen-abdelwahed.medium.com: K8s Operators β€” CIS Kubernetes Benchmarks' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033609.42302 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://github.com/rancher/cis-operator: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032114.666282 - content_hash: 1bf1b175de703d2f26b72160945f12dc5249bace8e9c43d68a5e1e755209f579 - v1_locations: - - docs/kubernetes-security.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - gh_stars: 55 - gh_pushed: '2026-03-31T12:56:49Z' - ai_summary: An automated system tool to execute CIS security scans inside Rancher - ecosystems. Generates custom reports mapping nodes and master components against - hardened CIS standards. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Security - - Compliance Auditing - - Automation - is_microservice: false - title: rancher/cis-operator -https://devopscube.com/kubernetes-api-access-service-account: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033594.892785 - content_hash: 26951d2832a168507d6e910fd94eb17f36db1adefd775928cd7f56d59aee7449 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: Provides a direct guide on setting up Service Accounts, defining authorization - rules using RoleBindings, and managing modern TokenRequest APIs for microservice - access. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Security - - Identity and Access - - API Security - is_microservice: false - title: 'devopscube.com: How To Create Kubernetes Service Account For API Access' -https://devopscube.com/create-kubernetes-role: - title: 'devopscube.com: How to Create kubernetes Role for Service Account' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033903.576255 - content_hash: 7a85dc1716b5e43c9280b59c968a0e1d23768a05aa483f4f86408fa786d3627f - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true -https://github.com/scriptcamp/kubernetes-serviceaccount-example: - title: github.com/scriptcamp/kubernetes-serviceaccount-example - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032239.808996 - content_hash: 17035ac82a580990173741b5b8b283b6d225127473015814fcbea6b9fd6e22ba - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true -https://medium.com/the-programmer/working-with-service-account-in-kubernetes-df129cb4d1cc: - title: 'medium: Working with Service Account In Kubernetes 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029377.677835 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://github.com/dvob/k8s-s2s-auth: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030588.054371 - content_hash: 99a85e4eb79060a6987819f832258dcb876b8f77627ffe709e45884301b2b609 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Demonstrates internal service-to-service auth patterns utilizing raw - Service Account tokens. Note: The repository has seen no recent development and - is considered legacy under MVQ rules.' - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Security - - Identity and Access - - API Security - is_microservice: true - title: 'github.com/dvob/k8s-s2s-auth: Kubernetes Service Accounts 🌟' -https://sandeepbaldawa.medium.com/service-accounts-in-k8s-kubernetes-2779ee4fb331: - title: 'sandeepbaldawa.medium.com: Service Accounts in K8s (Kubernetes)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032920.305468 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://mjarosie.github.io/dev/2021/09/15/iam-roles-for-kubernetes-service-accounts-deep-dive.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032586.790261 - content_hash: 45640c97af89d22401456e8588bfe9d8a62a00aae3c40811a9f2232370034125 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: An in-depth guide on AWS IAM Roles for Service Accounts (IRSA). Demystifies - OIDC authentication mechanics and explains how the control plane maps AWS roles - to local pods. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Security - - Identity and Access - - Cloud Integrations - is_microservice: false - title: '==mjarosie.github.io: IAM roles for Kubernetes service accounts - deep dive==' -https://medium.com/pareture/kubernetes-bound-projected-service-account-token-volumes-might-surprise-you-434ff2cd1483: - title: 'medium.com/pareture: Kubernetes Bound Projected Service Account Token Volumes - Might Surprise You' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029325.434249 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/geekculture/k8s-serviceaccount-token-313d62aee119: - title: 'medium.com/geekculture: K8s β€” ServiceAccount Token' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033507.718954 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://motilayo.hashnode.dev/exploring-kubernetes-service-account-tokens-and-secure-workload-identity-federation: - title: 'motilayo.hashnode.dev: Exploring Kubernetes Service Account Tokens and Secure - Workload Identity Federation' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034528.244051 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://overcast.blog/kubernetes-service-accounts-a-practical-guide-f99c1ed65483: - title: 'overcast.blog: Kubernetes Service Accounts: A Practical Guide' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033697.017395 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.cncf.io/blog/2021/04/22/revealing-the-secrets-of-kubernetes-secrets: - title: 'cncf.io: Revealing the secrets of Kubernetes secrets 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032734.008096 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.padok.fr/en/blog/kubernetes-secrets: - title: Hands on your first Kubernetes secrets 🌟 - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779030006.466385 - v1_locations: - - docs/kubernetes-security.md - review_metadata: - original_url: https://www.padok.fr/en/blog/kubernetes-secrets - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.958287' - content_hash: 321bf7dc72761938ff09274d46999376f5442bfbd320969df46d9a03ab79ac38 -https://dev.to/stack-labs/store-your-kubernetes-secrets-in-git-thanks-to-kubeseal-hello-sealedsecret-2i6h: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032751.405293 - content_hash: fb36197e6199d2b822d80baa5d06c0e727855ec300420d264e65075a1752c5a8 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Introduces Bitnami's Sealed Secrets (kubeseal), highlighting how asymmetric - public-key cryptography allows engineers to securely check encrypted credentials - into public Git setups. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Secrets Management - - GitOps - is_microservice: false - title: 'dev.to: Store your Kubernetes Secrets in Git thanks to Kubeseal. Hello SealedSecret! - 🌟' -https://blog.doit-intl.com/kubernetes-and-secrets-management-in-cloud-858533c20dca: - title: 'blog.doit-intl.com: Kubernetes and Secrets Management in the Cloud' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034226.778374 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://itnext.io/effective-secrets-with-vault-and-kubernetes-9af5f5c04d06: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030367.191048 - content_hash: 3ae1b1b2051b8ee53770674d5f4d93340f3e825160b7f53e15210df01cfa3f7c - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Explains HashiCorp Vault integration inside Kubernetes environments. - Illustrates the Vault Agent Sidecar Injector mechanism, allowing target workloads - to resolve credentials directly. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Cloud Integrations - is_microservice: false - title: 'itnext.io: Effective Secrets with Vault and Kubernetes' -https://kubernetes.io/docs/tasks/administer-cluster/encrypt-data: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033862.251278 - content_hash: 9e369937c9019c06c75cb94b545c3b19eb606159544c9c8316a9d515215d8216 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: The official documentation guiding system admins through encrypting - etcd secret data at rest. Covers local secrets key providers and external KMS - plugin configurations. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Data Protection - is_microservice: false - title: 'kubernetes.io: Encrypting Secret Data at Rest 🌟' -https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plain-english: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033579.283501 - content_hash: 77a51b70f4a3ca3f501fb94d308830b4bf6881cfedaf64040e90d883cb93f91f - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: An easy-to-follow introductory resource explaining Kubernetes Secrets, - their typical configuration schemas, and how they help developers protect operational - application parameters. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Secrets Management - - Concepts - is_microservice: false - title: 'enterprisersproject.com: How to explain Kubernetes Secrets in plain English - 🌟' -https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-2-introduction-to-secrets: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032541.483585 - content_hash: f40ca444dbb9dd9888296a82a0e4c2fd6546d81879b6d9909a9eadf0aa54fc58 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Introduces key concepts of stateful configuration security. Analyzes - how secrets are handled internally by API controllers and mounted securely on - ephemeral container systems. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Secrets Management - - Concepts - is_microservice: false - title: 'kubermatic.com: Keeping the State of Apps Part 2: Introduction to Secrets' -https://medium.com/codex/kubernetes-secrets-explained-f45baf8cefa7: - title: 'medium: Kubernetes Secrets Explained' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030805.690239 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@jerome_tarte/managing-your-sensitive-information-during-gitops-process-with-secret-sealed-27498c77e2b8: - title: 'medium: Managing your sensitive information during GitOps process with Secret - Sealed' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029563.442662 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://enlear.academy/sealed-secrets-with-kubernetes-a3f4d13dbc17: - title: '==enlear.academy: Sealed Secrets with Kubernetes==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031739.67522 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/codex/sealed-secrets-for-kubernetes-722d643eb658: - title: 'medium.com/codex: Sealed Secrets for Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029487.037585 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.macchaffee.com/blog/2022/k8s-secrets: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032872.735225 - content_hash: 663849879fe9b9b60cf7ffbc7d3a1611334d2d43816b3bf485a094bfddaced77 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: Offers an alternative perspective arguing that built-in Kubernetes secrets - are adequate for standard environments when combined with strong RBAC and locked-down - etcd storage. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Concepts - is_microservice: false - title: '==macchaffee.com: Plain Kubernetes Secrets are fine== 🌟' -https://www.youtube.com/watch?v=SyRZe5YVCVk: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034238.655302 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: A video walk-through of the External Secrets Operator (ESO). Explains - how to orchestrate automated synchronization between external secrets engines - and native Kubernetes workflows. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Security - - Secrets Management - - Automation - is_microservice: false - title: 'youtube: Manage Kubernetes Secrets With External Secrets Operator (ESO) - 🌟' -https://carlosalca.medium.com/how-to-manage-all-my-k8s-secrets-in-git-securely-with-bitnami-sealed-secrets-43580b8fa0c7: - title: 'carlosalca.medium.com: How to manage all my K8s secrets in git securely - with Bitnami Sealed Secrets' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029594.310444 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://itnext.io/vault-cluster-with-auto-unseal-on-kubernetes-8e469f9cdcfd: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033360.052995 - content_hash: 44b7fdadddf4646c595afaf962424168e9c384a8626a9bf48dbacf7f36c6640e - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Details the configurations needed to bootstrap highly available HashiCorp - Vault systems using dynamic KMS systems (AWS or GCP) to automate unsealing tasks. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - Cloud Integrations - is_microservice: false - title: 'itnext.io: Vault cluster with auto unseal on Kubernetes' -https://pjame-fb.medium.com/kubernetes-secrets-from-secrets-manager-using-external-secrets-operators-4819562c3b02: - title: 'pjame-fb.medium.com: Kubernetes Secrets from Secrets Manager using External - Secrets Operators' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033118.185514 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7: - title: 'mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret - Storage CSI as Kubernetes External Secrets is Deprecated' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031125.629775 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://faun.pub/secrets-kubernetes-298ea8dd9911: - title: '==faun.pub: Secrets | Kubernetes==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030741.979302 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@knoldus/using-sealed-secrets-in-kubernetes-7f7518d4c984: - title: 'medium.com/@knoldus: Using sealed secrets in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033572.542768 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@knoldus/introduction-to-sealed-secrets-in-kubernetes-7857b361a845: - title: 'medium.com/@knoldus: Introduction to sealed secrets in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033788.670834 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://eminalemdar.medium.com/cloud-native-secret-management-with-external-secrets-operator-2912f41f9c49: - title: 'eminalemdar.medium.com: Cloud Native Secret Management with External Secrets - Operator' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033781.921885 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-and-terraform: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033823.497507 - content_hash: 0cbbcf336be787f8b1602bc41b548f19514499ba041c6209f887e3274bfd296c - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Demonstrates a production GitOps configuration combining Bitnami Sealed - Secrets, Terraform, and ArgoCD to deploy securely encrypted config files. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Security - - Secrets Management - - GitOps - is_microservice: false - title: 'piotrminkowski.com: Sealed Secrets on Kubernetes with ArgoCD and Terraform' -https://medium.com/google-cloud/handle-kubernetes-secrets-the-gitops-way-part-1-7079bd8221f3: - title: 'medium.com/google-cloud: Handle Kubernetes Secrets the GitOps Way β€” Part - 1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030199.058219 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://dev.to/tutorialboy/a-detailed-talk-about-k8s-cluster-security-from-the-perspective-of-attackers-part-1-3mm5: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031410.254881 - content_hash: 1cc590a0b0114107c65754f4de1c602611ce9c65b9791c419f9dcc99a2234fce - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: A detailed technical review mapping vulnerability configurations from - an attacker's point of view. Examines the impact of insecure cluster APIs and - excess container rights. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Threat Modeling - - Attacking Patterns - is_microservice: false - title: 'dev.to: A Detailed Talk about K8S Cluster Security from the Perspective - of Attackers (Part 1)' -https://cert-manager.io/docs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029325.636774 - content_hash: 4b842e4d3ece7ee3b8af957ea932163bc360a124a21753b8bb5728024aec4b13 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - ai_summary: The main technical documentation page for cert-manager, the industry-standard - PKI and TLS certificate operator for automating certificates generation and renewal. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Security - - Certificates - - TLS Automation - is_microservice: false - title: ==cert-manager.io== 🌟 -https://medium.com/flant-com/cert-manager-lets-encrypt-ssl-certs-for-kubernetes-7642e463bbce: - title: Using SSL certificates from Let’s Encrypt in your Kubernetes Ingress via - cert-manager 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031328.876719 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/avmconsulting-blog/encrypting-the-certificate-for-kubernetes-lets-encrypt-805d2bf88b2a: - title: 'medium: Encrypting the certificate for Kubernetes (Let’s Encrypt) 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031651.929121 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://betterprogramming.pub/kubernetes-and-ssl-certificate-management-5f6a4b6f5ae9: - title: 'betterprogramming.pub: Kubernetes and SSL Certificate Management 🌟' - year: N/A - stars: 0 - description: '' - 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certificate lifecycles to guarantee encrypted transport paths between internal - microservice runtimes. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Security - - Certificates - - TLS Automation - is_microservice: false - title: ==cert-manager/cert-manager== -https://medium.com/@knoldus/configure-ssl-certificate-with-cert-manager-on-kubernetes-e5ca8a804e16: - title: 'medium.com/@knoldus: Configure SSL certificate with cert-manager on Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031676.554534 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://blog.devgenius.io/automated-dns-tls-with-external-dns-letsencrypt-on-kubernetes-6f4f41827df9: - title: 'blog.devgenius.io: Automated DNS/TLS with External DNS & LetsEncrypt on - Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034223.776732 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://itnext.io/upgrade-cert-manager-for-your-production-deployment-without-downtime-ee5d32fabec8: - 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title: 'armin.su: SSL certificates from Let’s Encrypt for Kubernetes Private Ingress - via Terraform' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030322.851171 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://dev.to/otomato_io/possible-paths-2hfc: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030196.23928 - content_hash: 82c1b88daa1cd91b76e8b6725ea7d9a5add443bb2360ad566d44a9848e6c63b3 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: Demystifies the operational concepts of TLS, explaining how Certificate - Authorities (CAs) and mutual TLS (mTLS) protect application network pathways. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Security - - Certificates - - Concepts - is_microservice: false - title: '==dev.to: Kubernetes TLS, Demystified== 🌟' -https://github.com/gini/dexter: - 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resource_type: Blog - complexity: Intermediate - hierarchy: - - Security - - Identity and Access - - Access Control - is_microservice: false - title: 'geek-cookbook.funkypenguin.co.nz: Using OAuth2 proxy for Kubernetes Dashboard' -? https://imanishchaudhary.medium.com/secure-kubernetes-dashboards-with-sso-authentication-using-okta-oauth2-proxy-9e52189e9749 -: title: 'imanishchaudhary.medium.com: Securing Kubernetes Dashboards: SSO Authentication - and RBAC Implementation with Okta and OAuth2 Proxy' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029573.102686 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/trendyol-tech/configure-rbac-in-kubernetes-like-a-boss-665e2a8665dd: - title: Configure RBAC in Kubernetes Like a Boss 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032244.658566 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.infracloud.io/blogs/role-based-access-kubernetes: - 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v1_locations: - - docs/kubernetes-security.md -https://github.com/appvia/krane: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031981.693866 - content_hash: d7bc7f3f6ae5aea58e5b292f7ced0852bb07b49099998f036457b441d1c9baa0 - v1_locations: - - docs/kubernetes-security.md - - docs/kubernetes-tools.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-security.md - gh_stars: 740 - gh_pushed: '2026-02-13T15:57:57Z' - ai_summary: 'Curator Insight: An open-source Kubernetes RBAC static analysis tool - designed to identify risky roles, cluster roles, and broad resource access configurations. - Live Grounding: The repository is archived and inactive for over 4 years. 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Live Grounding: Active and - highly referenced by security engineers for baseline templating, simplifying the - construction of least-privilege configurations.' - language: en - resource_type: documentation - complexity: beginner - hierarchy: - - Security - - Access Control - - RBAC Resources - is_microservice: false - title: rbac.dev 🌟🌟🌟 -https://github.com/clvx/k8s-rbac-model: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033925.527991 - content_hash: 47af26afb1e6187c9e511f90ee627aaf989c3bb6d9012c8b95ff36a969aa242d - v1_locations: - - docs/kubernetes-security.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - gh_stars: 26 - gh_pushed: '2020-09-01T20:19:40Z' - ai_summary: 'Curator Insight: A conceptual visualization framework for modeling - Kubernetes RBAC policies. Live Grounding: The project has seen zero updates in - over 5 years. 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An overview of RBAC-based - AuthZ in k8s 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032256.886887 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://anaisurl.com/kubernetes-rbac: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030362.898735 - content_hash: 246b4abc63a3cce9de69548e582f0596f96c2f4933b49e51f6a528cabc8807aa - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Accessible guide explaining subjects, resources, verbs, - and role bindings. Live Grounding: An ideal foundational reference with visual - aids to fast-track understanding of fundamental security principles.' - language: en - resource_type: guide - complexity: beginner - hierarchy: - - Security - - Access Control - - RBAC Basics - is_microservice: false - title: 'anaisurl.com: RBAC Explained with Examples 🌟' -https://medium.com/@badawekoo/using-rbac-in-kubernetes-for-authorization-complete-demo-part-1-83f0a1fb8f: - title: 'medium.com/@badawekoo: Using RBAC in Kubernetes for authorization-Complete - Demo-Part 1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031796.249149 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trust: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034564.329706 - content_hash: 30addc9f8cc5f3d4f6309a02c19d51948681da855dde1ebea4fbc94a6ddb9b5c - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Article on applying Zero Trust Network Access (ZTNA) - parameters to cluster control planes. Live Grounding: Covers contextual authorization - and micro-segmentation workflows designed to replace static kubeconfig files.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Security - - Infrastructure Security - - Zero Trust - is_microservice: true - title: 'thenewstack.io: Securing Access to Kubernetes Environments with Zero Trust' -https://medium.com/@15daniel10/yoyo-attack-on-a-k8s-cluster-102bc1d5ca3e: - title: '==medium.com/@15daniel10: YOYO attack on a K8S cluster==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034090.305844 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-1icc: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029556.378056 - content_hash: 2aaa37eab164474ef0bdb29ed0a443568e9a04295fe9919428f5d125bcb9fa9b - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Technical guide on binding AWS IAM roles directly - to ServiceAccounts inside on-premises nodes. Live Grounding: Offers an architecturally - sound pattern for managing hybrid cloud identity federations without static AWS - keys.' - language: en - resource_type: guide - complexity: advanced - hierarchy: - - Security - - Identity Management - - Cloud Integration - is_microservice: true - title: 'dev.to: Binding AWS IAM roles to Kubernetes Service Account for on-prem - clusters | Daniele Polencic 🌟' -https://medium.com/@danielepolencic/how-does-rbac-work-in-kubernetes-d50dd34771ca: - title: '==medium.com/@danielepolencic: How does RBAC work in kubernetes== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030326.607701 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://dominik-tornow.medium.com/inside-kubernetes-rbac-9988b08a738a: - title: '==dominik-tornow.medium.com: Inside Kubernetes RBAC==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029734.963482 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@jtdv01/kubernetes-authorization-and-role-based-access-controls-ca0b7acc17a4: - title: '==medium.com/@jtdv01: Kubernetes Authorization and Role Based Access Controls== - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031620.063769 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://faun.pub/give-users-and-groups-access-to-kubernetes-cluster-using-rbac-b614b6c0b383: - title: '==faun.pub: Give Users and Groups Access to Kubernetes Cluster Using RBAC==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032556.137522 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-b8bac41f269d: - title: 'medium.com/@danielepolencic: AWS IAM Roles for service accounts for on-prem - clusters' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031552.687289 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/andcloudio/creating-authentication-and-authorization-in-kubernetes-c6c5f0f1d2ad: - title: 'medium.com/andcloudio: Setting up Authentication and RBAC Authorization - in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031499.313229 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031591.596603 - content_hash: dd5793aea5e5d7acd5fab204945fbb9ee2679aa164d766f7f8e97e9074cbda0b - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Tactical guide detailing production-grade RBAC naming - conventions and structure. Live Grounding: Features rapid-fire configurations - that help bootstrap clean and audit-ready policies in dev clusters.' - language: en - resource_type: guide - complexity: beginner - hierarchy: - - Security - - Access Control - - RBAC Basics - is_microservice: false - title: 'dev.to: Configure RBAC in Kubernetes Like a Boss' -https://raesene.github.io/blog/2022/08/14/auditing-rbac-redux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032108.185412 - content_hash: 504eaecfe84f9eade635a57a8979ae5459f37d8a139340e065edfd4579c976df - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Expert auditing analysis highlighting stealthy pathways - for privilege escalation. Live Grounding: Maintained by veteran security researcher - Rory McCune; covers subtle escalation exploits using system roles and custom resources.' - language: en - resource_type: article - complexity: advanced - hierarchy: - - Security - - Access Control - - RBAC Auditing Tools - is_microservice: false - title: 'raesene.github.io: Auditing RBAC - Redux' -https://goteleport.com/blog/kube-authn-methods: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033619.15322 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Broad examination of OIDC, X.509 client certs, and - webhook authenticators. Live Grounding: A high-density conceptual summary simplifying - the choices for enterprise identity providers.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Security - - Identity Management - - Authentication Protocols - is_microservice: false - title: 'goteleport.com: A Simple Overview of Authentication Methods for Kubernetes - Clusters' -? https://medium.com/@mehmetodabashi/authentication-and-authorization-in-kubernetes-client-certificates-and-role-based-access-control-d4e98a3c1098 -: title: 'medium.com/@mehmetodabashi: Authentication and Authorization in Kubernetes: - Client Certificates and Role Based Access Control (RBAC)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033619.15322 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@brunoolimpio/kubernetes-deepdive-parte-2-a65ffdce596d: - title: 'medium.com/@brunoolimpio: Kubernetes DeepDive β€” Parte 2 - Kubernetes RBAC - and more... | Bruno Olimpio' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030589.137049 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.youtube.com/watch?v=iE9Qb8dHqWI: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029991.700017 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Video-based architectural guide detailing RBAC implementation. - Live Grounding: Demonstrates step-by-step role construction, user mocking, and - binding validation on active local clusters.' - language: en - resource_type: video - complexity: beginner - hierarchy: - - Security - - Access Control - - RBAC Basics - is_microservice: false - title: '==youtube: Kubernetes RBAC Explained== | Anton Putra 🌟' -https://www.paralus.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033586.445987 - content_hash: 4089eda4265a6fef52c6f575a17f36916f8bcd8ed050b1d24b96627e81bb9724 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Open-source access management tool providing centralized - RBAC controls for multi-cluster environments. Live Grounding: Integrates seamlessly - with OIDC identity providers to enforce fine-grained access policies across diverse - cloud providers.' - language: en - resource_type: repository - complexity: advanced - hierarchy: - - Security - - Access Control - - Multi-Cluster Access - is_microservice: true - title: paralus.io 🌟 -https://github.com/ondat/trousseau: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032704.740174 - content_hash: 9e8c59147667e2348f811b8f4a6cdbe0282effdf9676fafdcbda4afdd2e54643 - v1_locations: - - docs/kubernetes-security.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - kubernetes-security.md - gh_stars: 180 - gh_pushed: '2023-09-15T05:51:00Z' - ai_summary: 'Curator Insight: KMS integration designed to encrypt secrets inside - etcd using external key management systems. Live Grounding: This repository is - unmaintained and archived following Ondat''s acquisition. Deprioritized under - MVQ rules.' - language: en - resource_type: repository - complexity: advanced - hierarchy: - - Security - - Secrets Management - - KMS Integration - is_microservice: false - title: github.com/ondat/trousseau -https://blog.styra.com/blog/why-rbac-is-not-enough-for-kubernetes-api-security: - title: 'blog.styra.com: Why RBAC is not enough for kubernetes security 🌟🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033140.546114 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://trstringer.com/kubernetes-validating-webhook: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030407.07965 - content_hash: 882656fe2a5fd2eeeff148f30ea1aefc20806e56fce7ae12d8e39e8b2b71632a - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Developer guide demonstrating how to build, deploy, - and register a custom validating webhook in Go. Live Grounding: Essential practical - reference for building guardrails directly on top of the Kubernetes API server - admission phase.' - language: en - resource_type: guide - complexity: advanced - hierarchy: - - Security - - Policy Enforcement - - Admission Control - is_microservice: true - title: 'trstringer.com: Create a Basic Kubernetes Validating Webhook' -https://github.com/box/kube-exec-controller: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031141.446343 - content_hash: ba337139c4a519fc7bbfdfbad8a550898ae48d5fe9f6d34e00f111de9566c220 - v1_locations: - - docs/kubernetes-security.md - - docs/kubernetes-tools.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - gh_stars: 126 - gh_pushed: '2021-12-02T07:48:57Z' - ai_summary: 'Curator Insight: Controller to restrict and audit shell execution inside - Kubernetes pods. Live Grounding: Inactive for over five years. Superseded by newer - ephemeral container mechanics and modern service mesh execution boundaries.' - language: en - resource_type: repository - complexity: advanced - hierarchy: - - Security - - Access Control - - Execution Control - is_microservice: false - title: box/kube-exec-controller -https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034289.820387 - content_hash: 0b1686030f15a9f23f80a7ceedd58f9504cecdd99fb59e777f5fd986310e03d7 - v1_locations: - - docs/azure.md - - docs/kubernetes-security.md - - docs/networking.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - - networking.md - ai_summary: 'Curator Insight: Architecture plan to withstand high-volume distributed - denial-of-service attempts. Live Grounding: Focuses heavily on cloud-native patterns - like rate-limiting, load-balancer protection, and Edge integration on Azure platforms.' - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Security - - Infrastructure Security - - Network Protection - is_microservice: false - title: Building a DDoS Response Plan with Azure DDoS Protection -https://thenewstack.io/6-kubernetes-security-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034288.473694 - content_hash: a96eac161c5fc0e00ed916188a1b8405f0675965f3cc119080933ceda2de0abd - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Conceptual breakdown of the six pillars of native - Kubernetes security. Live Grounding: Distills complicated architectures into six - action items (e.g., container isolation, CIS benchmarks) for fast-growing engineering - teams.' - language: en - resource_type: article - complexity: beginner - hierarchy: - - Security - - Cluster Hardening - - Best Practices - is_microservice: false - title: 'thenewstack.io: 6 Kubernetes Security Best Practices 🌟' -https://www.armosec.io/blog/kubernetes-security-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033592.128491 - content_hash: 9f5bfcc82149b2d3fc3dd4fabbba62a1205bacf34afb51bda0a1e73f7958d9bd - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Comprehensive security handbook focused on practical - remediation. Live Grounding: Authored by Armo (developers of Kubescape); highly - detailed on network security, host configuration, and scanning orchestration.' - language: en - resource_type: guide - complexity: intermediate - hierarchy: - - Security - - Cluster Hardening - - Best Practices - is_microservice: false - title: '==armosec.io: Kubernetes Security Best Practices: Definitive Guide==' -https://medium.com/dynatrace-engineering/kubernetes-security-best-practices-part-2-network-policies-405b36ed9d94: - title: 'medium.com/dynatrace-engineering: Kubernetes Security Best Practices Part - 2: Network Policies' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031146.503416 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://blog.frankel.ch/learning-auditing-kubernetes-manifests: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032518.844052 - content_hash: b28b79b370b3c36c02e6eb7be9dfb721fa8b248fc7667296e3ea47249dab2da6 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Unique learning methodology based on static code analysis - of raw Kubernetes manifests. Live Grounding: Teaches engineers how to spot structural - vulnerabilities (e.g., hostPath mounts, root privileges) before applying resources.' - language: en - resource_type: guide - complexity: intermediate - hierarchy: - - Security - - Policy Enforcement - - Manifest Auditing - is_microservice: true - title: 'blog.frankel.ch: Learning by auditing Kubernetes manifests' -https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways-to-cut-risk: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030525.444239 - content_hash: a530a25913cf14f2b9281208e5b3e76933fb2d3a225411dfa08afacdc6267243 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Architectural guide targeting five foundational risk-reduction - vectors. Live Grounding: Emphasizes simple steps like node OS patching, configuration - drift detection, and early pipeline policy enforcement.' - language: en - resource_type: article - complexity: beginner - hierarchy: - - Security - - Cluster Hardening - - Best Practices - is_microservice: false - title: 'spectrocloud.com: Kubernetes security best practices: 5 easy ways to cut - risk' -https://medium.com/@cloud_tips/kubernetes-security-best-practices-ea1e3913c001: - title: 'medium.com/@cloud_tips: Kubernetes Security Best Practices' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032164.412308 - content_hash: dfff80d8f981c0541c18fc2336a5aa57c065cef3a8ab76a28bacf66b3829828d - v1_locations: - - docs/kubernetes-security.md -? https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-identity-and-access-control-in-azure-kubernetes-service/4386350 -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032164.412308 - content_hash: dfff80d8f981c0541c18fc2336a5aa57c065cef3a8ab76a28bacf66b3829828d - v1_locations: - - docs/azure.md - - docs/kubernetes-security.md - - docs/kubernetes.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - - kubernetes.md - ai_summary: 'Curator Insight: Architect blueprint for managing Microsoft Entra ID - integration in Azure Kubernetes Service. Live Grounding: Walks through configuring - fine-grained identity federation and replacing Kubernetes cluster roles with enterprise - Azure AD mappings.' - language: en - resource_type: guide - complexity: advanced - hierarchy: - - Security - - Identity Management - - Cloud Integration - is_microservice: true - title: 'medium.com/@cloud_tips: Kubernetes Security Best Practices' -https://kubernetes.io/docs/reference/access-authn-authz/authentication: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034520.817225 - content_hash: fa26d5e73d015d4721408259ab21766a267517c58680056f9b78ccb91d0f8352 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Official Kubernetes reference documentation for cluster-wide - authentication mechanisms. Live Grounding: Absolute source of truth covering token - methods, client certificates, and webhook protocols for API traffic control.' - language: en - resource_type: documentation - complexity: intermediate - hierarchy: - - Security - - Identity Management - - Authentication Protocols - is_microservice: false - title: 'kubernetes.io: Authenticating' -https://kubernetes.io/docs/tasks/administer-cluster/access-cluster-api: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033579.538067 - content_hash: 97813f192e24e79d749bb18726f1ab8443399d597532b687bc981872e18998e0 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Official upstream tasks covering direct API server - communication pathways. Live Grounding: Teaches developers and automated CI systems - how to authenticate and safely dispatch requests directly to API server endpoints.' - language: en - resource_type: documentation - complexity: intermediate - hierarchy: - - Security - - Infrastructure Security - - API Gateway Access - is_microservice: true - title: 'kubernetes.io: Access Clusters Using the Kubernetes API' -https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032800.402363 - content_hash: 34c703bc941d5acf293d6ae5ee37f96170f1dfb9d1af77ffbbdd5d2897fd12ff - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Official documentation on general cluster gateway - entry points. Live Grounding: Primary map for developers, operators, and tools - to locate endpoints and pass initial authentication handshakes.' - language: en - resource_type: documentation - complexity: beginner - hierarchy: - - Security - - Infrastructure Security - - Cluster Control Plane - is_microservice: false - title: 'kubernetes.io: Accesing Clusters' -https://www.magalix.com/blog/kubernetes-authentication: - title: 'magalix.com: kubernetes authentication 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034367.319588 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://www.magalix.com/blog/kubernetes-authorization: - title: 'magalix.com: kubernetes authorization 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033181.642141 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-with-kubectl: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030934.406576 - content_hash: bd347ff496090a84f13184f2ada20b59ef1ff1d11ccdd8aa41591570cd78f24e - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Practical deep dive by Christian Posta detailing kubectl - token flow and login mechanisms. Live Grounding: Explains underlying client certificate - and token caching, helping developers debug authorization blockages.' - language: en - resource_type: guide - complexity: intermediate - hierarchy: - - Security - - Identity Management - - Authentication Protocols - is_microservice: false - title: kubernetes login -? https://lisowski0925.medium.com/using-kubernetes-csrs-and-rbac-for-cluster-user-authentication-and-authorization-9df5498655cd -: title: 'lisowski0925.medium.com: Using Kubernetes Certificate Signing Requests and - RBAC for User Authentication and Authorization' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030934.406576 - content_hash: bd347ff496090a84f13184f2ada20b59ef1ff1d11ccdd8aa41591570cd78f24e - v1_locations: - - docs/kubernetes-security.md -https://medium.com/@sureshpalemoni/kubernetes-authentication-and-authorization-with-x509-client-certificates-edbc3517c10: - title: Kubernetes Authentication and Authorization with X509 client certificates - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029899.066594 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://stackoverflow.com/questions/56214715/accessing-the-kubernetes-rest-end-points-using-bearer-token: - title: 'stackoverflow: Accessing the Kubernetes REST end points using bearer token' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030199.11716 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://openid.net: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030115.547183 - content_hash: 9d3ef0ac676157ccbbb0422aca6798927211f01f97355222e50c349e6436e2c8 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Home of the OpenID Connect federation standard, which - acts as the foundation for Kubernetes authentication. Live Grounding: Critical - global standard underpinning identity validation in modern cloud architecture.' - language: en - resource_type: documentation - complexity: advanced - hierarchy: - - Security - - Identity Management - - Authentication Protocols - is_microservice: true - title: OpenID Connect -https://developer.squareup.com/blog/kubernetes-pod-security-policies: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033974.413219 - content_hash: 45f6acc2d012d877e38a0f4a734626cf727af13d26a1615c4ede974aac528967 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Historical engineering post detailing Square''s journey - implementing early-generation PSP blocks. Live Grounding: Excellent case study - for understanding design challenges but completely obsolete.' - language: en - resource_type: guide - complexity: advanced - hierarchy: - - Security - - Policy Enforcement - - Runtime Security - is_microservice: false - title: 'developer.squareup.com: Kubernetes Pod Security Policies (PSP)' -https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitecture-af4e906593b0: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033784.736499 - content_hash: 9dcbdf517cf87e8f742a356f3f083e64ed9c42111c785529275995a17089c59d - v1_locations: - - docs/kubernetes-security.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Practical implementation guide for designing restricted - PSP parameters. Live Grounding: Highly detailed historically, but lacks application - in modern environments where PSS or Kyverno is required.' - language: en - resource_type: guide - complexity: intermediate - hierarchy: - - Security - - Policy Enforcement - - Runtime Security - is_microservice: false - title: 'itnext.io: Implementing a Secure-First Pod Security Policy Architecture' -https://kind-brown-cfb734.netlify.app/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030116.12418 - content_hash: 3d9e7e6a90475e581758b8100cf8b1214077844d7bc2bda8ab6e8b84b419567b - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Detailed evaluation comparing the design paradigms, - language limits, and performance of OPA/Gatekeeper versus Kyverno. Live Grounding: - Provides objective architectural data comparing Rego-based policies to native - YAML definitions.' - language: en - resource_type: article - complexity: advanced - hierarchy: - - Security - - Policy Enforcement - - Policy Engines - is_microservice: true - title: 'Neon Mirrors: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno' -https://ibrahims.medium.com/security-context-kubernetes-9672ae2380f9: - title: 'ibrahims.medium.com: Security Context β€” Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029487.036176 - content_hash: N/A - v1_locations: - - docs/kubernetes-security.md -https://github.com/kubernetes-sigs/security-profiles-operator: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032185.407082 - content_hash: 7018e8cdf814f360b434d4d884a32b505899192ad0812072c31a18fd1d10afae - v1_locations: - - docs/kubernetes-security.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - gh_stars: 846 - gh_pushed: '2026-05-21T23:04:18Z' - ai_summary: 'Curator Insight: Kubernetes SIG operator for managing AppArmor, Seccomp, - and SELinux profiles natively within clusters. Live Grounding: Fully active and - widely used in secure sectors to harden container execution boundaries.' - language: en - resource_type: repository - complexity: advanced - hierarchy: - - Security - - Policy Enforcement - - Runtime Security - is_microservice: true - title: kubernetes-sigs/security-profiles-operator -https://kubernetes.io/blog/2021/12/17/security-profiles-operator: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033167.147029 - content_hash: be1bd01db6f636579fb58ed06ec1668aefbb5b558a99ce67220cc35d59651937 - v1_locations: - - docs/kubernetes-security.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-security.md - ai_summary: 'Curator Insight: Upstream release notes detailing critical profiles - expansion inside the Security Profiles Operator. 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title: '==itnext.io: Generating, transforming, and patching Kubernetes configuration - with Kustomize==' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779031190.063804 - content_hash: ac6c0b6b0ceb94074511ec3c89534aac06f459cf28ec671ece73b568947c4e26 - v1_locations: - - docs/kustomize.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kustomize.md -https://github.com/bbl/secretize: - title: Secretize 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030810.131385 - content_hash: aaaf92a6d099ab669769db6ea68561457fca407d63fcc8e7879ab54790ade02e - v1_locations: - - docs/kustomize.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kustomize.md - gh_stars: 71 - gh_pushed: '2026-04-07T17:05:26Z' -https://itnext.io/helm-is-not-enough-you-also-need-kustomize-82bae896816e: - title: 'itnext.io: Helm Is Not Enough, You Also Need Kustomize' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779029805.213523 - content_hash: 5494e9dd88181d9a7ca3cfea7a2cfd809a8e435e1c0006927b165d3c711c4b8e - v1_locations: - - docs/kustomize.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kustomize.md -https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for-up-to-16-production-servers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030674.056517 - content_hash: 3191b998c9f693a82ad0ae1c3e4888d571540f63f3c2b3d188c0f24827aac1d8 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: 'Detailed reporting on Red Hat''s post-CentOS pivot, introducing a free - tier of Red Hat Enterprise Linux (RHEL) for small-scale production workloads (up - to 16 servers) and open-source teams. Double-Evidence: The report details Red - Hat''s developer program expansion; live grounding shows this model was deployed - to mitigate developer migration toward Debian or Ubuntu LTS.' - language: English - resource_type: Technical News - complexity: Beginner - hierarchy: - - Cloud Architecture - - Linux Operating Systems - - Enterprise Distributions - is_microservice: false - title: 'arstechnica.com: CentOS is goneβ€”but RHEL is now free for up to 16 production - servers' -https://www.cyberciti.biz/linux-news/red-hat-introduces-new-no-cost-rhel-option: - title: 'cyberciti.biz: Red Hat introduces new no-cost RHEL option' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030238.324686 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.enterpriseai.news/2021/01/22/red-hats-disruption-of-centos-unleashes-storm-of-dissent: - title: 'enterpriseai.news: Red Hat’s Disruption of CentOS Unleashes Storm of Dissent' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029459.387622 - content_hash: N/A - v1_locations: - - docs/linux.md -https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-brian-exelbierd-speaks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032780.148352 - content_hash: 540afaa14db557e316549e3d7863873a0a740f971fe191535d3d06e7fbce9c76 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: 'An in-depth interview providing the internal business logic and architectural - motivations behind Red Hat''s termination of classic CentOS in favor of CentOS - Stream as an upstream platform. Double-Evidence: This primary-source perspective - details Red Hat''s strategy, while live grounding shows the global infrastructure - community initially reacted with deep skepticism, restructuring their long-term - virtualization plans.' - language: English - resource_type: Interview / Analysis - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Linux Operating Systems - - Enterprise Distributions - is_microservice: false - title: 'arstechnica.com: Why Red Hat killed CentOSβ€”a CentOS board member speaks' -https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029061.079859 - content_hash: dc1d83e5841a71d4a034a334ab92d825f2f4cb0f48445a0eafe09cac003f6724 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: 'Focuses on Red Hat''s licensing expansion, providing zero-cost RHEL - subscriptions to non-profit organizations and open-source development groups to - retain active community contributions. Double-Evidence: This reporting reviews - the policy shift; live grounding notes that despite these offers, many non-profit - infrastructure pools ultimately migrated to fully community-driven alternatives - to avoid license lock-in.' - language: English - resource_type: Technical News - complexity: Beginner - hierarchy: - - Cloud Architecture - - Linux Operating Systems - - Enterprise Distributions - is_microservice: false - title: 'zdnet.com: Red Hat introduces free RHEL for open-source, non-profit organizations' -? https://www.genbeta.com/actualidad/red-hat-enterprise-linux-lanza-version-a-costo-para-llegar-a-publico-sectores-investigacion-academico -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029061.079859 - content_hash: dc1d83e5841a71d4a034a334ab92d825f2f4cb0f48445a0eafe09cac003f6724 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: 'Cobertura en espaΓ±ol de la estrategia de Red Hat para ofrecer suscripciones - RHEL de bajo costo dirigidas a sectores acadΓ©micos y de investigaciΓ³n cientΓ­fica, - facilitando el acceso a entornos corporativos estables. Double-Evidence: Esta - noticia documenta la expansiΓ³n acadΓ©mica de RHEL; el anΓ‘lisis en tiempo real confirma - su relevancia histΓ³rica para laboratorios y universidades de habla hispana que - buscaban alternativas oficiales a CentOS. [SPANISH CONTENT]' - language: Spanish - resource_type: Technical News - complexity: Beginner - hierarchy: - - Cloud Architecture - - Linux Operating Systems - - Enterprise Distributions - is_microservice: false - title: 'zdnet.com: Red Hat introduces free RHEL for open-source, non-profit organizations' - llegar a mΓ‘s pΓΊblico de sectores de investigaciΓ³n y acadΓ©mico' -https://www.makeuseof.com/best-centos-alternatives: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031566.849155 - content_hash: 920517575b19b91cddf8acfabe89c1f5298e3307cf780a38cdf96b8b1c67d59d - v1_locations: - - docs/linux.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: 'An evaluation of top enterprise-ready Linux distributions that emerged - or expanded to fill the void left by CentOS, detailing AlmaLinux, Rocky Linux, - Oracle Linux, and Springdale. Double-Evidence: It outlines direct binary compatibility - with RHEL; live grounding confirms Rocky Linux and AlmaLinux have successfully - established themselves as de facto standards for bare-metal and high-performance - computing clusters.' - language: English - resource_type: Comparison Guide - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Linux Operating Systems - - Enterprise Distributions - is_microservice: false - title: 'makeuseof.com: The 4 Best RHEL-Based Alternatives to CentOS' -https://www.centos.org/cl-vs-cs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030709.15752 - content_hash: f1e6d9fe116dec1ebf08ca0f1efe06e2ed30e98d104d8efe3bbb6bf33438158f - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[LEGACY]' - v2_locations: - - linux.md - ai_summary: 'The official CentOS project guide clarifying the technical distinctions, - release cadences, and build pipelines between the deprecated downstream CentOS - Linux and the continuous-delivery upstream CentOS Stream. Double-Evidence: This - primary reference clarifies development cycles; live grounding confirms CentOS - Stream now acts as the sandbox for subsequent major RHEL releases.' - language: English - resource_type: Official Documentation - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Linux Operating Systems - - Enterprise Distributions - is_microservice: false - title: 'centos.org: Comparing Centos Linux and CentOS Stream' -https://www.makeuseof.com/best-red-hat-based-linux-distros: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034479.315122 - content_hash: 911405392bfb9cc6bc4b03f9728126f36bd5cd291477807b2b840491d7ea6d78 - v1_locations: - - docs/linux.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: 'A broad evaluation of the RHEL-based ecosystem, surveying major operating - systems built on Red Hat''s codebase and explaining how package management (RPM/DNF) - and security layers (SELinux) are integrated. Double-Evidence: The guide details - enterprise desktop and server profiles; live grounding confirms that RHEL-derived - systems dominate enterprise infrastructure, virtualization host bases, and private - clouds.' - language: English - resource_type: Comparison Guide - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Linux Operating Systems - - Enterprise Distributions - is_microservice: false - title: 'makeuseof.com: The 7 Best Red Hat-Based Linux Distributions' -https://www.cloudsavvyit.com/13092/is-rocky-linux-the-new-centos: - title: 'cloudsavvyit.com: Is Rocky Linux the new CentOS?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033745.321763 - content_hash: N/A - v1_locations: - - docs/linux.md -https://9to5linux.com/centos-alternative-rocky-linux-8-5-is-out-now-with-secure-boot-support-updated-components: - title: '9to5linux.com: CentOS Alternative Rocky Linux 8.5 Is Out Now with Secure - Boot Support, Updated Components' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029689.133622 - content_hash: N/A - v1_locations: - - docs/linux.md -https://github.com/vimwiki/vimwiki: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029063.706034 - content_hash: d72fe3560fe8d53a6e3e58b66d8396abb4ab908366e7f371a3d0a7ab3acd86d2 - v1_locations: - - docs/linux.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - linux.md - gh_stars: 9405 - gh_pushed: '2026-04-30T18:15:10Z' - ai_summary: 'An incredibly powerful, native Vim plugin that transforms Vim into - a personal wiki engine. It manages plain-text files, automates list formatting, - links diary entries, and exports to HTML dynamically. Double-Evidence: The repository - establishes local, high-speed terminal note-taking; live grounding shows it is - a legendary choice for terminal-based power users who value zero-latency knowledge - capture.' - language: English - resource_type: Vim Plugin +https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-with-lambda-authorizer: + ai_summary: This article outlines structural methodologies to construct custom GraphQL + traffic filters using Lambda Authorizers attached to AWS AppSync. It demonstrates + the collection of API invocation metrics, user credential tracking, and real-time + rate enforcement strategies. It acts as an authoritative template for managing + GraphQL rate limit topologies. complexity: Advanced - hierarchy: - - Cloud Architecture - - Developer Experience - - Knowledge Management - is_microservice: false - title: VimWiki -https://thevaluable.dev/vim-advanced: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029715.243835 - content_hash: dac7786a0aa6f39a0fd21d60a5d8e71d73e5b83ea7ed736697a6906d59333b0d - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: 'An advanced technical guide exploring productivity optimizations inside - Vim. Details complex keyboard mappings, custom buffers, multiple window controls, - script customization, and terminal integration techniques. Double-Evidence: The - guide teaches professional editing patterns, and live grounding validates it as - a crucial reference for cloud administrators seeking to maximize terminal editing - throughput without resorting to heavy IDEs.' - language: English - resource_type: Advanced Guide - complexity: Advanced - hierarchy: - - Cloud Architecture - - Developer Experience - - Command Line Utilities - is_microservice: false - title: 'thevaluable.dev: A Vim Guide for Advanced Users' -https://openvim.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029594.597787 - content_hash: f66d5f4cee90301b1f58e52571c782f4b4c5e15a530aa6f714564d8bf309b9ac - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - linux.md - ai_summary: 'An interactive, web-based sandbox designed to teach basic Vim command - sequences interactively in a simulated terminal environment. Includes step-by-step - navigation, editing, and file save challenges. Double-Evidence: The sandbox simplifies - the steep Vim learning curve; live grounding confirms it is the premier recommendation - for developers wanting immediate hands-on practice without configuring local filesystems.' - language: English - resource_type: Interactive Sandbox - complexity: Beginner - hierarchy: - - Cloud Architecture - - Developer Experience - - Command Line Utilities - is_microservice: false - title: openvim.com -https://levelup.gitconnected.com/vim-a-how-to-guide-55f63bfdcff: - title: 'levelup.gitconnected.com: Vim: A How-To Guide' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034041.430409 - content_hash: N/A - v1_locations: - - docs/linux.md -https://neovim.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030604.763287 - content_hash: 725be37938fc9b3ecf3fdda49dc4752a95bde6276de13e1800481b999bae698c - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - linux.md - ai_summary: 'A modern, highly extensible refactoring of Vim designed to address - extensibility, performance, and maintenance limitations. Written with Lua as a - first-class scripting language, it supports asynchronous architecture and modern - LSP configurations. Double-Evidence: While Vim is historically classic, live grounding - establishes Neovim as the standard command-line IDE of choice for modern cloud - engineers and platform developers due to its active community and high-performance - LSP ecosystem.' - language: English - resource_type: Text Editor - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Developer Experience - - Command Line Utilities - is_microservice: false - title: neovim -https://blog.ashwinchat.com/9-months-of-full-time-vim: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031038.803482 - content_hash: 592f8c73042af4b475c48836f6e8d1ed0230091b840931d199a9883803b8bad8 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: 'A developer''s personal case study evaluating the operational gains, - transition challenges, and configuration tuning of migrating entirely to Neovim - paired with Tmux for daily software development. Double-Evidence: This report - shares real-world performance metrics; live grounding confirms that combining - terminal multiplexers like Tmux with modern Neovim environments is a premier strategy - for maintaining fast, remote-friendly dev loops.' - language: English - resource_type: Case Study / Review - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Developer Experience - - Command Line Utilities - is_microservice: false - title: 'blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux' -https://phoenixnap.com/kb/linux-ssh-commands: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032578.781113 - content_hash: f7dc393ebb96dddade83f23677f9d628ea87fbda0083429fef62c2bb8d747e73 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: 'A highly structured reference guide presenting standard SSH command - variations, detailing tunneling parameters, remote command execution, port forwarding, - and file transfers using SCP and SFTP. Double-Evidence: It lists basic syntax, - and live grounding confirms its ongoing utility as a reliable, fast-reference - sheet for platform operators troubleshooting remote cloud instances.' - language: English - resource_type: Reference Guide - complexity: Beginner - hierarchy: - - Cloud Architecture - - Secure Infrastructure Access - - Secure Shell and Access Gateways - is_microservice: false - title: 19 Common SSH Commands In Linux With Examples -https://github.com/mohanad86/secure-ssh-python: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030434.225411 - content_hash: bbf6e7235fe56e1a263032b7c50596c24af13e54938be16c891ddf838c515044 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: 'A lightweight python-based wrapper designed to manage, secure, and - automate SSH connections, preventing session dropouts and hardening connection - authentication parameters dynamically. Double-Evidence: This utility provides - automated terminal tunnels, while live grounding indicates it serves as an excellent - reference for custom connection-recovery scripts inside edge-computing and remote - node installations.' - language: English - resource_type: Automation Tool - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Secure Infrastructure Access - - Secure Shell and Access Gateways - is_microservice: false - title: Auto-SSH for Linux security -https://github.com/suraksha-123/Grant-Revoke-ssh-access: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032800.741848 - content_hash: 6d6dd7e8bb36758794e830317f29eb55326e8fbe904c06e6ebbbea2653236754 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: 'A security-focused shell scripting utility designed to automate user - provisioning, key assignment, and subsequent access revocation across distributed - Linux server deployments. Double-Evidence: This tool simplifies standard access - controls, while live grounding suggests it is best suited for small-scale operations - that do not yet warrant complex Identity and Access Management (IAM) platforms - or SSH CA infrastructures.' - language: English - resource_type: Security Utility - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Secure Infrastructure Access - - Secure Shell and Access Gateways - is_microservice: false - title: Grant-Revoke-ssh-access -https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032817.27575 - content_hash: 814c31c8c940ee4bd71a8618100e5bab5a1776918973d401625aee985f752e43 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: 'An architectural deep-dive analyzing the inner workings and severe - security vulnerabilities of SSH agent forwarding, detailing safe alternatives - like ProxyJump and ProxyCommand configurations. Double-Evidence: It warns of agent-hijacking - attack vectors; live grounding confirms this guide is critical for security engineers - enforcing strict zero-trust bastion host patterns.' - language: English - resource_type: Security Guide - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Secure Infrastructure Access - - Secure Shell and Access Gateways - is_microservice: false - title: How to use SSH properly and what is SSH Agent Forwarding -https://www.cyberciti.biz/faq/how-to-set-up-ssh-keys-on-linux-unix: - title: How To Set up SSH Keys on a Linux / Unix System - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033476.819449 - content_hash: N/A - v1_locations: - - docs/linux.md -https://opensource.com/article/20/7/linux-shellhub: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029613.212108 - content_hash: a1e1190c2f568c9f9ce12b691312c992a57ae2f20b078451e5b036d02fc00aae - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: 'A technical guide exploring how to encapsulate SSH connections inside - HTTP/HTTPS protocols using ShellHub, enabling secure connection establishment - through restrictive outbound corporate firewalls. Double-Evidence: While typical - firewalls block standard SSH port 22, live grounding confirms HTTP encapsulation - is a robust method to manage edge-gateways, IoT fleets, and remote microservice - installations located in isolated networks.' - language: English - resource_type: Deployment Guide - complexity: Advanced - hierarchy: - - Cloud Architecture - - Secure Infrastructure Access - - Secure Shell and Access Gateways - is_microservice: false - title: 'opensource.com: Bypass your Linux firewall with SSH over HTTP' -https://www.paepper.com/blog/posts/how-to-properly-manage-ssh-keys-for-server-access: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032756.820153 - content_hash: bc50c42673b67815be9688d854da7b0e0a191c8383fbaf3b80ea09b8209292fc - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - linux.md - ai_summary: 'A clear architectural overview detailing best practices for generating, - rotating, and managing SSH keys. Discusses ED25519 vs RSA, key expiration policies, - and central registry automation. Double-Evidence: The post details key rotation - workflows, and live grounding confirms its high relevance for operations seeking - to phase out legacy key infrastructures in favor of modern security compliance - models.' - language: English - resource_type: Best Practices Guide - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Secure Infrastructure Access - - Secure Shell and Access Gateways - is_microservice: false - title: 'paepper.com: How to properly manage ssh keys for server access' -https://goteleport.com/blog/ssh-certificates: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031429.403542 - content_hash: e987107bd824375c705233c10c8d3eb7dd08c6790ae6d225eb6093cd16825083 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - linux.md - ai_summary: A comprehensive exploration of SSH access control, contrasting traditional - static key management with modern cryptographic certificate authorities. It details - how Teleport leverages SSH certificates to enforce short-lived, identity-backed - access, eliminating key sprawl and mitigating the risk of compromised credentials - in distributed cloud architecture. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Systems Engineering - - Secure Access and PKI - - SSH Hardening - is_microservice: false - title: 'goteleport.com: SSH Certificates Security. SSH Access Hardening 🌟' -https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032080.298459 - content_hash: 759b3912a46ad9148089dab7798f96f47b2de27aa39916e7e9ea570ccd096e75 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: An entry-level handbook outlining local client configurations for multi-identity - SSH environments. 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It provides pragmatic recommendations for daily systems - debugging and performance troubleshooting. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Systems Engineering - - CLI Mastery and Utilities - - Operational Playbooks - is_microservice: false - title: 'nikhilism.com: Mystery Knowledge and Useful Tools' -https://developers.redhat.com/cheat-sheets/linux-commands-cheat-sheet: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031163.90044 - content_hash: N/A - v1_locations: - - docs/linux.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - linux.md - ai_summary: A high-density reference cheat-sheet targeted specifically at application - developers transitioning to backend hosting environments. It offers critical command - blocks for networking, process controls, and permission setups. - language: English - resource_type: Cheat Sheet - complexity: Intermediate - hierarchy: - - Systems Engineering - - CLI Mastery and Utilities - - Operational Playbooks - is_microservice: false - title: 'developers.redhat.com: Linux commands for developers' -https://www.cyberciti.biz/faq/bash-shell-change-the-color-of-my-shell-prompt-under-linux-or-unix: - title: 'cyberciti.biz: BASH Shell Change The Color of Shell Prompt on Linux or UNIX' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029130.374298 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/faq/find-check-tls-ssl-certificate-expiry-date-from-linux-unix: - title: 'cyberciti.biz: How to check TLS/SSL certificate expiration date from command-line' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031669.269436 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.igoroseledko.com/parallel-rsync: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029183.863508 - content_hash: 8482248fdb914ee951a195c71321d5d1eba32385326249db4fcae3490ea82f15 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: An advanced architectural recipe for executing parallelized rsync tasks - over multi-core network pipelines. It outlines how to bypass single-thread network - bottlenecks when synchronizing millions of files. - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Systems Engineering - - CLI Mastery and Utilities - - Data Synchronization - is_microservice: false - title: 'igoroseledko.com: Parallel Rsync' -https://metacpan.org/pod/App::a2p: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034454.331813 - content_hash: e91d38d69d4f98d0f37444e19173877101130412df85716ec98ad7ce8ab74f80 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - linux.md - ai_summary: Documentation for a2p, the classic legacy command line utility that - parses AWK programs and outputs equivalent, highly optimized Perl code, facilitating - legacy script updates. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Systems Engineering - - CLI Mastery and Utilities - - Text Processing - is_microservice: false - title: 'metacpan.org: a2p - Awk to Perl translator' -https://blog.wesleyac.com/posts/timezone-bullshit: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031898.111603 - content_hash: 1a70b6f5f98a535f39854535ff1415b0f660925cb147911de9c668a7663b0502 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: A deeply informative and pragmatic engineering exploration of timezone - complexities in systems engineering. It provides invaluable advice on hardware - UTC defaults and server-level synchronization. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Systems Engineering - - Foundations and Communities - - Operational Deep-Dives - is_microservice: false - title: Timezone Bullshit -https://www.cyberciti.biz/faq/how-to-check-memory-utilization-in-linux: - title: 'cyberciti.biz: How to check memory utilization in Linux' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029123.657087 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.tecmint.com/linux-column-command: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034406.138499 - content_hash: b0ed3eb561a0ae589cd5531bc95436eef07d65ca422b81c2e480a42043b23699 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - linux.md - ai_summary: Curator Insight highlights `column` as a fundamental CLI utility for - formatting text into structured tabular views. Live Grounding verifies that modern - utility suites (util-linux) have expanded `column` to natively support JSON output. - This makes it a highly valuable tool for legacy log manipulation and quick command-line - visual analysis without complex dependency chains. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - Text Processing - - Formatting Utilities - is_microservice: false - title: 'tecmint.com: Different Ways to Use Column Command in Linux' -https://opensource.com/article/21/3/grep-cheat-sheet: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030352.696119 - content_hash: a83a4a0ea003b15c8e9e3fa34e8749930cf1261436a645ee185b3c5960f2b4b6 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details baseline pattern matching using the standard - grep utility. Live Grounding emphasizes its absolute ubiquity across all Unix-like - environments, while acknowledging modern alternatives like `ripgrep` for speed-critical - tasks. It remains the key benchmark standard for parsing stdout streams and log - structures in automation. - language: English - resource_type: Cheat Sheet - complexity: Beginner - hierarchy: - - Linux Operating System - - Text Processing - - Pattern Matching - is_microservice: false - title: 'opensource.com: How to use the Linux grep command' -https://dnschecker.org: - title: dnschecker.org 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032050.282466 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031414.850893 - content_hash: b72d85d5e6f8e081f0fa15878d8e80b684f365ca7c99193ebc8e04f5ed9ec531 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight provides a consolidated overview of key commands like - lshw, lscpu, and dmidecode to extract deep machine layouts. Live Grounding confirms - these commands remain indispensable for low-level bare-metal troubleshooting and - virtualization node diagnostics. Essential for infrastructure engineers running - initial node provisioning verification. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Linux Operating System - - System Administration - - Hardware Diagnostics - is_microservice: false - title: 'tecmint.com: 10 Useful Commands to Collect System and Hardware Information - in Linux' -https://www.cyberciti.biz/faq/how-do-i-find-the-largest-filesdirectories-on-a-linuxunixbsd-filesystem: - title: 'cyberciti.biz: How To Find Largest Top 10 Files and Directories On Linux - / UNIX / BSD' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034557.885963 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/faq/how-to-restart-systemd-without-rebooting-linux-when-critical-libraries-installed: - title: 'cyberciti.biz: How to restart systemd without rebooting Linux when critical - libraries installed' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029609.298164 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/open-source/install-ncdu-on-linux-unix-ncurses-disk-usage: - title: 'cyberciti.biz: How to install ncdu on Linux / Unix to see disk usage' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029171.944704 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/tips/check-unix-linux-configuration-file-for-syntax-errors.html: - title: 'cyberciti.biz: 21 Examples To Make Sure Unix / Linux Configuration Files - Are Free From Syntax Errors' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033949.236141 - content_hash: N/A - v1_locations: - - docs/linux.md -https://opensource.com/article/20/3/meld: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032457.076272 - content_hash: ec56ae26aac6fcd1f3f23d050f0770f0d4eca0e53a38a72b88998d2b0cd6696b - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: Curator Insight presents Meld as a highly visual diff and merge application - for comparing files and directories. Live Grounding showcases its continuous integration - into modern Git environments as an intuitive tool for resolving merge conflicts. - It remains a reliable desktop alternative for development teams looking for deeper - side-by-side file visualizations. - language: English - resource_type: Tool Overview - complexity: Beginner - hierarchy: - - Development Tools - - Source Control - - Visual Diffing - is_microservice: false - title: 'opensource.com: Don''t love diff? Use Meld instead' -https://kalilinuxtutorials.com/ldsview: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032198.077643 - content_hash: 0173497b9bf5aae9818738b862539adaf6972a7fa8b14b2b23ea44ba96e345c7 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: Curator Insight introduces Ldsview as a specialized tool for searching - offline LDIF directory dumps. Live Grounding highlights its value during isolated - security auditing and offline LDAP database analysis where live directory server - querying is strictly restricted. Highly targeted at cybersecurity professionals - and directory system administrators. - language: English - resource_type: Reference - complexity: Advanced - hierarchy: - - Security and Identity - - Directory Services - - LDAP Diagnostics - is_microservice: false - title: 'kalilinuxtutorials.com: Ldsview : Offline search tool for LDAP directory - dumps in LDIF format' -https://medium.com/cloud-techies/useful-commands-solutions-49f1c1b4e033: - title: 'medium: Useful Commands/Solutions' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029163.312392 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.patreon.com/climagic: - title: CLImagic subscription - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030954.237701 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/faq/how-to-save-terminal-output-to-a-file-under-linux-unix: - title: 'cyberciti.biz: How to save terminal output to a file under Linux/Unix' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032483.488158 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/open-source/command-line-hacks/linux-ls-commands-examples: - title: 'cyberciti.biz: ls* Commands Are Even More Useful Than You May Have Thought' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029464.823549 - content_hash: N/A - v1_locations: - - docs/linux.md -https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031016.966235 - content_hash: e89e914909f23655865fa7dc83908261357dc90ab4304e77a543d558789f78a0 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight contrasts the real-time search capabilities of `find` - with the database-indexed retrieval speed of `locate`. Live Grounding shows that - while modern tools like `fd` offer faster performance, `find` is guaranteed to - be present across POSIX environments. Essential knowledge for writing highly compatible - system shell scripts. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - File System - - Search Tools - is_microservice: false - title: 'linuxtechlab.com: Search a file in Linux using Find & Locate command' -https://www.tecmint.com/install-collectd-and-collectd-web-to-monitor-server-resources-in-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030979.827838 - content_hash: 27a8f7066468ce3cbe219010594d013f5152cf229dd0d1662fa2157a070d7f4a - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - linux.md - ai_summary: Curator Insight details configuration steps for Collectd and its accompanying - web visualization wrapper. Live Grounding indicates that while Collectd is still - active in classical VM deployments, modern cloud-native infrastructures have largely - migrated to Prometheus Node Exporter. It remains relevant for legacy infrastructure - monitoring and low-footprint systems. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Observability - - Metrics Collection - - Daemon Monitoring - is_microservice: false - title: 'tecmint.com: How to Install and Configure β€˜Collectd’ and β€˜Collectd-Web’ - to Monitor Server Resources in Linux' -https://sysadminxpert.com/how-to-watch-real-time-tcp-and-udp-ports-on-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030850.01101 - content_hash: af29a3a2f4049a6cf5d704544467ccb6c44e638d648c7224e8879f7ccb73214a - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - linux.md - ai_summary: Curator Insight demonstrates connection tracing using netstat and ss. - Live Grounding validates that `ss` (from the iproute2 package) has fully replaced - the deprecated `netstat` due to its superior speed and direct kernel socket diagnostic - capabilities. This knowledge is crucial for troubleshooting TCP/UDP binding conflicts - in production environments. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Networking - - Network Diagnostics - - Socket Utilities - is_microservice: false - title: 'sysadminxpert.com: How to watch real time TCP and UDP ports on Linux (netstat - & ss) 🌟' -https://www.cyberciti.biz/faq/how-to-flush-redis-cache-and-delete-everything-using-the-cli: - title: 'cyberciti.biz: How to flush Redis cache and delete everything using the - CLI' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029128.466441 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/faq/find-large-files-linux: - title: 'cyberciti.biz: How To: Linux Find Large Files in a Directory' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030736.39817 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.linuxteck.com/curl-command-in-linux-with-examples: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031423.138207 - content_hash: f03357b557b70a055b2f981cae3b3ec5ccd5fc7154194ce5c9dd44d99d0f1a6b - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight offers 15 highly useful curl commands for server network - diagnostics. Live Grounding corroborates that curl remains the absolute backbone - of API verification and automated artifact fetching inside cloud pipelines. A - standard tool for validating HTTP endpoint connectivity and API responses. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Networking - - HTTP Clients - - Data Transfer - is_microservice: false - title: 'linuxteck.com: 15 basic curl command in Linux with practical examples' -https://www.linuxteck.com/basic-cat-command-in-linux-with-examples: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033974.45537 - content_hash: 02133f5134f235725f9b74d572ab17bb642c606607767bfc7f70adea2003c20a - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details standard use cases of the `cat` utility for - viewing and appending text. Live Grounding highlights that while modern terminal - pagers like `bat` offer robust color formatting, `cat` remains the fundamental - choice for unbuffered data piping inside shell automation scripts. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - Text Processing - - File Concatenation - is_microservice: false - title: 'linuxteck.com: 12 basic cat command in Linux with examples' -https://www.tecmint.com/find-recent-modified-files-in-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031147.06687 - content_hash: 04419dc2d919003da1fb9245b613ed5245672b15d31d5b621f2034a9b5850af3 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight outlines advanced search syntax to locate files modified - on specific timelines. Live Grounding demonstrates how this logic is crucial for - forensic auditing, security analysis, and storage cleanup scripts. A highly practical - approach to diagnosing system state mutations and unexpected storage consumption. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Linux Operating System - - File System - - Diagnostics - is_microservice: false - title: 'tecmint.com: How to Find Recent or Today’s Modified Files in Linux 🌟' -https://www.linuxshelltips.com/netcat-linux-port-scanning: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033634.610836 - content_hash: N/A - v1_locations: - - docs/linux.md - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details how to use Netcat (`nc`) as a rapid, lightweight - port scanner. Live Grounding shows that while specialized scanners like `nmap` - provide much deeper vulnerability analysis, Netcat's ubiquitous presence on default - system installations makes it the top choice for swift connectivity validation. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Networking - - Network Diagnostics - - Port Scanning - is_microservice: false - title: 'linuxshelltips.com: How to Use Netcat to Scan Open Ports in Linux 🌟' -https://rclone.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030958.447446 - content_hash: 3de44d3c779b68a71814022b9f281b67d0ed4908c2753766a6af07d3a4c821ea - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - linux.md - ai_summary: Curator Insight positions Rclone as the ultimate utility for managing - and syncing objects on cloud storage providers. Live Grounding highlights its - robust support for over 40 cloud environments and deep integration with automated - CI/CD enterprise pipelines. It remains the undisputed industry standard for multi-cloud - storage synchronization. - language: English - resource_type: Software - complexity: Intermediate - hierarchy: - - Cloud Infrastructure - - Storage and Backup - - Data Synchronization - is_microservice: false - title: Rclone 🌟🌟🌟 -https://www.cyberciti.biz/datacenter/linux-unix-bsd-osx-cannot-write-to-hard-disk: - title: 'cyberciti.biz: 8 Tips to Solve Linux Hard Disk Problems: Like Disk Full - Or Can’t Write to the Disk' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031349.304701 - content_hash: N/A - v1_locations: - - docs/linux.md -https://blog.ycrash.io/2021/06/28/dmesg-unix-linux-command-beginners-introduction-with-examples: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029952.256176 - v1_locations: - - docs/linux.md - content_hash: c74eec791a8b5a4fdfd7c2bdd99aaf499406677158997b687dca5d4050c1ec7b - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details how `dmesg` can be used to read the kernel ring - buffer for hardware event diagnostics. Live Grounding highlights its critical - role in debugging out-of-memory (OOM) events, hardware interface driver issues, - and virtualization state changes. Essential for system administrators and platform - engineering roles. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Linux Operating System - - Kernel and Hardware - - Log Analysis - is_microservice: false - title: 'blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with - examples' -https://opensource.com/article/21/7/parse-xml-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031012.24418 - content_hash: af390c79b98e1ca9fadfb9d036c1a90a48e4e33a90865c6ac0e49b4400289e96 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - linux.md - ai_summary: Curator Insight introduces XMLStarlet for command-line XML parsing and - schema transformation. Live Grounding confirms that despite the widespread pivot - to JSON and YAML formats in cloud-native platforms, XMLStarlet is still essential - for interacting with legacy SOAP APIs and editing system enterprise config files - from scripts. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Linux Operating System - - Text Processing - - Structured Data Parsers - is_microservice: false - title: 'opensource.com: Use XMLStarlet to parse XML in the Linux terminal' -https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033046.57263 - content_hash: N/A - v1_locations: - - docs/linux.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight guides through building custom RPM package scripts using - a Go sample program. Live Grounding proves its continued relevance for enterprise - environments requiring structured application deployment via YUM/DNF repositories. - Vital for integrating custom compiled binaries into corporate system update mechanisms. - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Software Engineering - - Packaging and Distribution - - RPM Packaging - is_microservice: false - title: 'developers.redhat.com: Build your own RPM package with a sample Go program - to simplify installing, updating, or removing a piece of software' -https://www.cyberciti.biz/faq/how-to-copy-and-transfer-files-remotely-on-linux-using-scp-and-rsync: - title: 'cyberciti.biz: How to copy and transfer files remotely on Linux using scp - and rsync' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033640.015345 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/faq/how-to-check-cpu-temperature-on-ubuntu-linux: - title: 'cyberciti.biz: How to check CPU temperature on Ubuntu Linux' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034581.753547 - content_hash: N/A - v1_locations: - - docs/linux.md -https://opensource.com/article/21/7/check-disk-space-linux-du: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031388.904488 - content_hash: cc68cddc5f3228e467e0187a4c83c216d483e897feb5163dd8a5ddc6fa923639 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight explores the usage of the classic `du` disk usage command. - Live Grounding confirms that while interactive visual tools like `ncdu` offer - faster user-level navigation, `du` is highly integrated into automated cron scripts - and storage alerting webhooks due to its guaranteed presence in default installations. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - File System - - Storage Auditing - is_microservice: false - title: 'opensource.com: Check used disk space on Linux with du' -https://www.linuxshelltips.com/kill-linux-process-with-port: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031956.770859 - content_hash: N/A - v1_locations: - - docs/linux.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight demonstrates how to identify and terminate processes - running on specific network ports. Live Grounding stresses the real-world value - of mapping ports via `lsof` or `fuser` before issuing kills to prevent accidental - termination of critical middleware. Highly practical for web server developers - and platform engineers. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Networking - - Network Diagnostics - - Process Management - is_microservice: false - title: 'linuxshelltips.com: How to Kill Running Linux Process on Particular Port' -https://www.freecodecamp.org/news/the-linux-commands-handbook: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032869.172138 - content_hash: 12abc42b7ef86c56ed565fb2be0cf63df6eb6ad6d9be935b346a3e183c8e3ccd - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - linux.md - ai_summary: Curator Insight compiles a comprehensive handbook of core Linux commands. - Live Grounding highlights its enduring popularity as a foundational learning asset - for new DevOps engineers. Serves as an excellent unified cheat sheet and training - baseline for systems engineering teams. - language: English - resource_type: Handbook - complexity: Beginner - hierarchy: - - Linux Operating System - - System Administration - - Comprehensive Guides - is_microservice: false - title: 'freecodecamp.org: The Linux Command Handbook 🌟' -https://www.tecmint.com/rsync-local-remote-file-synchronization-commands: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032134.898012 - content_hash: 2972d2996b7fa9af9cd5c737f803ac85d246c93189d34853bbab8c686eb70d4c - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight walks through key operational examples of `rsync` for - localized and remote file transfers. Live Grounding illustrates its long-lived - prominence in backups, deployment syncs, and delta transfers due to its peerless - delta-transfer algorithm. An essential tool in any cloud administrator's standard - toolkit. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Linux Operating System - - File System - - Data Synchronization - is_microservice: false - title: 'tecmint.com: 10 Practical Examples of Rsync Command in Linux' -https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032934.761879 - content_hash: 6902626d5c38c6e404c47f16a5b0e181cddd1b44109ff1e43bfcd2d32e81f392 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight lists useful command structures for `du` (disk usage). - Live Grounding demonstrates how these flags enable immediate identification of - heavy directories during emergency low-disk alerts. Essential for rapid remote - shell diagnostics. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - File System - - Storage Auditing - is_microservice: false - title: 'tecmint.com: 10 Useful du (Disk Usage) Commands to Find Disk Usage of Files - and Directories' -https://www.tecmint.com/difference-between-grep-egrep-and-fgrep-in-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033615.510996 - content_hash: 2e1f3ce16aa218fe4817e0df0d2f07ca3dd543e004a19d797c6fb5884ac56669 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - linux.md - ai_summary: Curator Insight highlights the core operational and functional distinctions - between grep, egrep, and fgrep. Live Grounding warns that modern GNU grep has - deprecated `egrep` and `fgrep` in favor of regular `grep` combined with correct - flags (`-E` and `-F`). This guide is essential historical and technical reading - to avoid pipeline warnings. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - Text Processing - - Pattern Matching - is_microservice: false - title: 'tecmint.com: What’s Difference Between Grep, Egrep and Fgrep in Linux?' -https://opensource.com/article/21/8/linux-stat-file-status: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030593.817036 - content_hash: 8ae68b2a155154ab928d687471309ac6b7921f56f0fee0e67718c709567369c2 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight introduces the `stat` command for deep-dive analysis - of file and file system status. Live Grounding showcases its usage in automated - build scripts to retrieve Unix permission masks and precise inode creation timestamps. - Key for scripting accurate state and modification tracking. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Linux Operating System - - File System - - Metadata Diagnostics - is_microservice: false - title: 'opensource.com: Check file status on Linux with the stat command' -https://www.tecmint.com/how-to-kill-a-process-in-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029380.313144 - content_hash: 53269e87233d3a4bbfbb2f6ce0195389e6ad92f483813df59335227c3659bbab - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details how to kill running processes through multiple - commands. Live Grounding points out that while raw PID kills are safest, `pkill` - and `killall` provide critical pattern matching capabilities, which must be used - with caution in multi-user production hosts to avoid cascading microservice outages. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - System Administration - - Process Management - is_microservice: false - title: 'tecmint.com: How to Kill Linux Process Using Kill, Pkill and Killall' -https://www.linuxteck.com/13-top-command-in-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031962.66479 - content_hash: 6dbc0492d23f4bb37370baaeff7f38d5d610d23374a3893f691df9eb9f87995b - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight covers the default standard interactive process monitor - `top`. Live Grounding demonstrates how learning standard `top` interactive keys - (like sorting by memory or CPU) is a vital skill since modern replacements (`htop`, - `btop`) are rarely preinstalled on minimal base images or secure production hosts. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - System Administration - - Process Monitoring - is_microservice: false - title: 'linuxteck.com: 13 Top command in Linux (Monitor Linux Server Processes) - 🌟' -https://www.cyberciti.biz/faq/df-command-examples-in-linux-unix: - title: 'cyberciti.biz: How to use df command in Linux / Unix {with examples}' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034235.042109 - content_hash: N/A - v1_locations: - - docs/linux.md -https://opensource.com/article/21/10/check-java-jps: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033715.596229 - content_hash: 3947dc8b29a6949d7dacbcf381e8f69f0a119be50f9620bb1e5ad52542032a84 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight outlines checking Java virtual machine processes via - JVM Process Status tool (`jps`). Live Grounding highlights its indispensability - for enterprise administrators deploying big data pipelines (such as Kafka or Hadoop) - or Java microservices to quickly correlate process IDs with specific Java application - contexts. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Software Engineering - - Application Platforms - - Java Troubleshooting - is_microservice: false - title: 'opensource.com: Check Java processes on Linux with the jps command' -https://opensource.com/article/21/10/memory-stats-linux-smem: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033697.089325 - content_hash: be2894cebc412e8e0a09014b0fc2e8ba837612c4ebaa287c8ac5d84477b725b8 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details `smem` as an advanced memory reporting utility - that computes Proportional Set Size (PSS) and Unique Set Size (USS). Live Grounding - shows its extreme value compared to classic `free` or `top` commands, which can - misrepresent memory footprints due to shared libraries. Crucial for tracing container - density optimization. - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Linux Operating System - - System Administration - - Memory Diagnostics - is_microservice: false - title: 'opensource.com: Get memory use statistics with this Linux command-line tool' -https://itsfoss.com/exa: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032343.976791 - content_hash: 8d8a9a8eb1031107d3d702c4445af1356b1ede9a97274f148f420450e46c1e40 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - linux.md - ai_summary: Curator Insight highlights `exa` as a feature-rich, Rust-based alternative - to the standard `ls` command. Live Grounding points out that `exa` has been unmaintained - since 2023, and the active community has successfully pivoted to its official, - fully-supported fork `eza`. This article serves as excellent context on the evolution - of Rust-based command line tools. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Linux Operating System - - Productivity Utilities - - Modern CLI - is_microservice: false - title: itsfoss.com/exa -https://www.cyberciti.biz/programming/color-terminal-highlighter-for-diff-files: - title: 'cyberciti.biz: diff Command Colorize Output On the Unix / Linux Command - Line' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031696.485645 - content_hash: N/A - v1_locations: - - docs/linux.md -https://betterprogramming.pub/how-to-use-tmuxp-to-manage-your-tmux-session-614b6d42d6b6: - title: 'betterprogramming.pub: How to Use tmuxp to Manage Your tmux Session' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034446.874116 - content_hash: N/A - v1_locations: - - docs/linux.md -https://opensource.com/article/21/11/cron-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033704.269893 - content_hash: c6188d632b2b730821838eb45bea852ffde94cbfc6c7f9f2802d88720091e35e - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight provides tips on executing scheduled background scripts - using `cron`. Live Grounding confirms that while modern Kubernetes systems run - scheduled jobs via CronJobs, host-level standard `cron` remains a foundational - pillar for underlying OS garbage collection and routine log rotation routines. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - System Automation - - Task Scheduling - is_microservice: false - title: 'opensource.com: Linux tips for using cron to schedule tasks' -https://opensource.com/article/21/10/linux-wget-command: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032236.053869 - content_hash: 11a08bfbfdcde13d9775329c8fbf4379871855ab1b7e3e18b2fa3bde325e6e29 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details powerful command structures for the classic - recursive download utility `wget`. Live Grounding points to its common implementation - in container build files to pull specific static artifacts, highlighting tricks - like mirror replication and rate limiting. A standard automation tool. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Networking - - HTTP Clients - - Data Transfer - is_microservice: false - title: 'opensource.com: 7 handy tricks for using the Linux wget command' -https://www.makeuseof.com/best-cli-tools-to-monitor-linux-performance-terminal: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030132.30097 - content_hash: 19d0b446918461e2720bd34652a487f9f260056af4d5981a2b536c48b0329264 - v1_locations: - - docs/linux.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: Curator Insight compiles the 6 best CLI performance monitoring systems. - Live Grounding highlights how modern terminal engines (like `btop` or `glances`) - have radically improved visual representation of system bottlenecks. Extremely - useful for platform engineers establishing rapid local server-side diagnostics. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Linux Operating System - - System Monitoring - - Productivity Utilities - is_microservice: false - title: 'makeuseof.com: The 6 Best Command Line Tools to Monitor Linux Performance - in the Terminal' -https://opensource.com/article/21/10/linux-tools-erase-data: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032162.935797 - content_hash: ca6319f3bd7f265d2af7d3b673020a51dd865bf850ccf8b534a7be45dccdc795 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight explores 4 specialized Linux command line tools for - secure block storage sanitation. Live Grounding indicates that with SSDs and cloud - block storages, traditional sector overwrites (`shred`) can be unreliable due - to wear-leveling controllers, suggesting cryptographic erasure or NVMe format - alternatives. Crucial for enterprise compliance decommission policies. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Security and Identity - - Data Protection - - Secure Erasure - is_microservice: false - title: 'opensource.com: 4 Linux tools to erase your data' -https://github.com/gcla/termshark: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033030.860367 - content_hash: a19fcdc6f6de9dcb1c1d6f4e3372ce3932bd4e3170ded85ec3a190e95467b91d - v1_locations: - - docs/linux.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - linux.md - gh_stars: 9894 - gh_pushed: '2024-04-30T06:15:11Z' - ai_summary: Curator Insight presents termshark as a terminal-based UI for tshark - (Wireshark). Live Grounding validates that it remains the ultimate terminal UI - option for real-time packet parsing over SSH links where graphic window managers - are absent. Essential for low-level packet tracing on kubernetes nodes or bare-metal - edge sites. - language: English - resource_type: Software - complexity: Advanced - hierarchy: - - Networking - - Network Diagnostics - - Packet Analysis - is_microservice: false - title: termshark -https://www.baeldung.com/linux/max-threads-per-process: - title: 'baeldung.com: Maximum Number of Threads Per Process in Linux' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031739.623429 - content_hash: N/A - v1_locations: - - docs/linux.md -https://opensource.com/article/22/1/record-terminal-session-asciinema: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033024.872058 - content_hash: c1c40b7b6d60aebff679a4bf667a6112ba9637e70baaa273d953c5819b5b6888 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details asciinema for recording CLI sessions into lightweight, - text-based logs instead of video. Live Grounding confirms asciinema's position - as the de facto standard for writing interactive documentation, capturing runbook - operations, and producing sharing-friendly terminal logs. Indispensable for remote - team engineering documentation. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Development Tools - - Productivity Utilities - - Terminal Sharing - is_microservice: false - title: 'opensource.com: Record your terminal session with Asciinema' -https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030364.920452 - content_hash: 0923f3ff69e2e110c8c3b099fac6e681b86a12813207fd21e61c0b9f68bdf538 - v1_locations: - - docs/linux.md - - docs/yaml.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - - yaml.md - ai_summary: A highly curated technical index compiling modern CLI tools that replace - classic utilities. Recommends Rust-based tools like fd, bat, and jaq to modernize - development environments. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Platform Engineering - - Developer Experience - - CLI Utilities - is_microservice: false - title: '==jvns.ca: A list of new(ish) command line tools | Julia Evans==' -https://itsfoss.com/htop-alternatives: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029952.224107 - content_hash: 7975760a3ffdec6bbc9e2f38f8bd93b70ed8ad080c45f2aa8d1a963febaa8fa9 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - linux.md - ai_summary: Curator Insight details 5 highly polished alternatives to the standard - `htop` interactive system monitor. Live Grounding indicates that systems like - `btop` and `glances` have become standard additions for telemetry visualization, - providing immediate rich details on resource utilization. A fantastic resource - for setting up elegant terminal environments. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Linux Operating System - - System Monitoring - - Process Monitors - is_microservice: false - title: 'itsfoss.com: 5 htop Alternatives to Enhance Your Linux System Monitoring - Experience' -https://dev.to/kanani_nirav/50-linux-commands-every-developer-need-to-know-with-example-mc: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034049.196799 - content_hash: c4b2e82bb8cb8926b8b8f295819a76e6124029145cf9778253b3f595a9fd919b - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight organizes 50 critical Linux commands that every software - developer must master. Live Grounding confirms this as a top-tier learning asset - for onboarding developers, providing concise syntax examples for file operations, - networking, and permission configurations. Essential for baseline systems engineering - fluency. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Linux Operating System - - System Administration - - Comprehensive Guides - is_microservice: false - title: 'dev.to: 50 Linux Commands every developer NEED to know with example' -https://blog.devgenius.io/devops-in-linux-systemd-introduction-db7f49cb566b: - title: 'blog.devgenius.io: DevOps in Linux β€” Systemd Introduction' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034232.496212 - content_hash: N/A - v1_locations: - - docs/linux.md -https://difftastic.wilfred.me.uk: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032466.435123 - content_hash: 286e2812bbae1a86b3dfe462a1e1a769b5e8e8b8ad0bdb6cc821ba5fa845bb3c - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - linux.md - ai_summary: Curator Insight introduces Difftastic as an intelligent CLI diff tool - that compares files based on their syntax tree instead of individual line changes. - Live Grounding highlights its increasing integration as a Git diff driver, significantly - reducing false positive changes in structured payloads (JSON, Rust, Go). Highly - recommended for software development efficiency. - language: English - resource_type: Software - complexity: Intermediate - hierarchy: - - Development Tools - - Source Control - - Structural Diffing - is_microservice: false - title: difftastic.wilfred.me.uk -https://www.digitalocean.com/community/tutorials/how-to-use-journalctl-to-view-and-manipulate-systemd-logs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033337.370429 - content_hash: b0ab4393ba0cb47426632ba68a2b8ff0373a44455f5c2a8eb730478fe4b7a9d2 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight details leveraging `journalctl` to interact with systemd's - unified binary logging database. Live Grounding highlights that understanding - journald filters (by unit, severity, or boot) is absolutely vital for troubleshooting - Linux microservices and core Kubernetes host daemons. Essential knowledge for - operational platform support. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Linux Operating System - - System Administration - - Log Management - is_microservice: false - title: 'digitalocean.com: How To Use Journalctl to View and Manipulate Systemd Logs - 🌟' -https://blog.techiescamp.com/docs/wcurl: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030207.372567 - content_hash: f8eb27c5c946bae73417f277a733ed1270f76b7707a666bbbbb969abc8a4e137 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight provides detailed operational steps for using the newly - developed `wcurl` tool. Live Grounding underlines its functional benefits, showcasing - how it reduces complex curl flags into safe defaults for programmatic file retrievals. - Valuable reading for shell automation optimization. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Networking - - HTTP Clients - - Data Transfer - is_microservice: false - title: 'blog.techiescamp.com: wcurl: A Simple Wrapper for curl to download files' -https://makefiletutorial.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033415.80794 - content_hash: 2fe58d34f170c63708de7aac87d7f2918b9f8c95b4e10d5b4c95e306e3a0f67f - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Curator Insight presents a comprehensive interactive guide to GNU Make - templates and rules. Live Grounding reveals that despite the evolution of newer - languages, Makefiles remain the primary orchestrator for local software builds, - linting tasks, and container generation flows across GitHub. A vital master-reference - for any software engineer. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Development Tools - - Build Systems - - Task Orchestration - is_microservice: false - title: makefiletutorial.com 🌟 -https://libguestfs.org/guestfish.1.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031461.907979 - content_hash: e04e4bf2b30d587a90133a2a7c4457a5eabb50f97a5e24eddaf6a1854bc9ddde - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - linux.md - ai_summary: Guestfish is an interactive shell for editing virtual machine disk images - without booting the VM. Leveraging libguestfs, it provides direct, safe, and scriptable - access to filesystem structures within various disk formats, making it highly - valuable for cloud-init pre-provisioning and automated recovery pipelines. - language: English - resource_type: Tool - complexity: Advanced - hierarchy: - - Infrastructure - - Virtualization - - Disk Image Manipulation - is_microservice: false - title: Guestfish -https://www.busybox.net: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030322.997026 - content_hash: 1a7d71f089aa15c62baab8dcf7362b5c16abb5a29a2f9567d3c78dd5ba04a40b - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - linux.md - ai_summary: BusyBox combines tiny versions of many common UNIX utilities into a - single, highly optimized executable. It is the absolute cornerstone of minimalist - container base images (such as Alpine Linux) and embedded environments, offering - unparalleled space efficiency. - language: English - resource_type: Software - complexity: Intermediate - hierarchy: - - Operating Systems - - Linux Utilities - - Minimalist Systems - is_microservice: false - title: busybox.net -? https://www.genbeta.com/herramientas/busybox-ejecutable-que-agrupa-casi-200-utilidades-gnu-linea-comandos-que-puedes-usar-tambien-windows-android -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030322.997026 - content_hash: 1a7d71f089aa15c62baab8dcf7362b5c16abb5a29a2f9567d3c78dd5ba04a40b - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: An introductory article explaining how BusyBox consolidates nearly 200 - traditional Unix tools into a single, multi-platform executable. Provides practical - context regarding its portability to Windows and Android systems. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Beginner - hierarchy: - - Operating Systems - - Linux Utilities - - Minimalist Systems - is_microservice: false - title: busybox.net - de lΓ­nea de comandos (y que puedes usar tambiΓ©n en Windows o Android)' -https://www.igoroseledko.com/checking-multiple-variables-in-bash: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030964.1839 - content_hash: 70ceb33814bc291527813a8d1d2726d4482fc7116621150894d2b347aa756ba7 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: A concise guide highlighting techniques to evaluate multiple variables - simultaneously in Bash. It contrasts standard nested conditionals with clean, - single-expression evaluations using logical operators. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Development - - Scripting - - Bash Shell - is_microservice: false - title: 'igoroseledko.com: Checking Multiple Variables in Bash' -https://ebook.bobby.sh/training.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030856.562626 - content_hash: aad2ba78c614840c7297263fd7aab5d2f32e4b1b2ef23dad3a5528c1c7b959ee - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: An interactive, web-based training resource designed to guide beginners - through fundamental Bash concepts. It covers variable declarations, control loops, - and pipeline operations via self-paced tasks. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Software Development - - Scripting - - Bash Shell - is_microservice: false - title: Introduction to Bash Scripting Interactive training -https://dev.to/bobbyiliev/introduction-to-bash-scripting-5571: - title: 'dev.to: Introduction to Bash Scripting - A DO Hackathon Submission' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031113.209898 - content_hash: c0cf142c0a8b4180746da7276210f08474d686ea5ba2b200c4cf1278154e1d16 - v1_locations: - - docs/linux.md - needs_ai_refresh: true -https://datafix.com.au/BASHing: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030971.707762 - content_hash: 0e9c7b94b206f3282cb8d9507967066a9c1d959e69467d92010ab13f0a7e5d16 - v1_locations: - - docs/linux.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: A rich curation of techniques and workflows for executing data operations - using native command-line utilities. It showcases advanced pipelines involving - tools like awk, sed, and cut to manipulate massive tabular data efficiently. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Software Development - - Data Engineering - - CLI Data Processing - is_microservice: false - title: 'datafix.com.au: BASHing data - Data ops on the Linux command line 🌟' -https://medium.com/bash-tips-and-tricks/how-to-trigger-an-action-at-the-end-of-the-shell-bash-script-52b0ba9c157e: - title: 'medium: How to trigger an action at the end of the Shell/Bash script' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030954.219422 - content_hash: N/A - v1_locations: - - docs/linux.md -https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031266.831234 - content_hash: 91ca4befc6835bd57a7f160db4e2eb0803d492455fa4818ac4ea1dd50c4d42a3 - v1_locations: - - docs/linux.md - gh_license: MPL-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - v2_locations: - - linux.md - gh_stars: 4782 - gh_pushed: '2026-01-05T06:45:45Z' - ai_summary: The ultimate reference manual for writing safe, robust shell scripts, - maintained as part of the Shellharden project. Explains how to avoid typical syntax - traps, highlighting strict quoting guidelines and expansion rules. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Software Development - - Scripting - - Secure Bash - is_microservice: false - title: 'github: Safe ways to do things in bash' -https://www.cyberciti.biz/faq/unix-linux-bash-script-check-if-variable-is-empty: - title: 'cyberciti.biz: How To Bash Shell Find Out If a Variable Is Empty Or Not' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030730.029562 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/faq/bash-for-loop: - title: 'cyberciti.biz: Bash For Loop Examples' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029364.849002 - content_hash: N/A - v1_locations: - - docs/linux.md -https://opensource.com/article/21/6/bash-config: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031401.298755 - content_hash: 1bfe73d761a41c3f00b18eff22bf62e4d2dc9e3b936e1ce927d098c07d3e08a1 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: A step-by-step tutorial explaining how to parse standard configuration - files natively in Bash. Evaluates structured file inputs (like INI or key-value - structures) without deploying external parsing tools. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Development - - Scripting - - Bash Shell - is_microservice: false - title: 'opensource.com: Parsing config files with Bash' -https://www.cloudsavvyit.com/12277/how-to-use-multi-threaded-processing-in-bash-scripts: - title: 'cloudsavvyit.com: How to Use Multi-Threaded Processing in Bash Scripts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030548.434145 - content_hash: N/A - v1_locations: - - docs/linux.md -https://opensource.com/article/21/8/option-parsing-bash: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030538.560117 - content_hash: fc5457ae8d2a5d5d1a731ffdeeb09a70925c7da2c71777a888aefb56a3d3bf5d - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: This guide explains standard option parsing techniques in shell scripts - using built-in commands like `getopts`. Helps build intuitive command-line flags - and parameters for user-facing automation. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Development - - Scripting - - Bash Shell - is_microservice: false - title: 'opensource.com: How to include options in your Bash shell scripts' -https://bash.cyberciti.biz/guide/Main_Page: - title: bash.cyberciti.biz Wiki 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033759.209581 - content_hash: N/A - v1_locations: - - docs/linux.md -https://thenewstack.io/an-introduction-to-awk: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029120.858218 - content_hash: 9283109dbec152d01aa9520eed2596d7cf0ecc2d3c0f08fd0e002a9e9c16077c - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: An accessible, introductory guide to understanding AWK's record-and-field - paradigm. Covers basic structure blocks, built-in variables, and rapid command-line - pattern matching. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Operating Systems - - Linux Utilities - - Text Processing - is_microservice: false - title: 'thenewstack.io: An Introduction to AWK' -https://www.cyberciti.biz/faq/repeat-a-character-in-bash-script-under-linux-unix: - title: 'cyberciti.biz: How to repeat a character β€˜n’ times in Bash' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032162.93264 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.cyberciti.biz/faq/unix-linux-bash-read-comma-separated-cvsfile: - title: 'cyberciti.biz: Bash Read Comma Separated CSV File on Linux / Unix' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030980.934462 - content_hash: N/A - v1_locations: - - docs/linux.md -https://fedoramagazine.org/bash-shell-scripting-for-beginners-part-1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030957.960506 - content_hash: 080853fd7eda0aed0b5907829224645deea86cfe5abbb1d89c5d30914b70ab85 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: A beginner-friendly, structured tutorial initiating users into the core - dynamics of Bash. Focuses on standard environment setup, script headers, execution - permissions, and basic variable scopes. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Development - - Scripting - - Bash Shell - is_microservice: false - title: 'fedoramagazine.org: Bash Shell Scripting for beginners (Part 1)' -https://www.igoroseledko.com/awk-sed-snippets-for-sysadmins: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033042.041584 - content_hash: bcca36353503013b5205ee7a5f01b066575b75f6e519ff0f8900c50dd1059a91 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: A practical compilation of pre-built AWK and sed commands configured - for daily system engineering operations. Targets log scrubbing, filtering, and - automated system state extractions. - language: English - resource_type: Cheat Sheet - complexity: Intermediate - hierarchy: - - Operating Systems - - Linux Utilities - - Text Processing - is_microservice: false - title: 'igoroseledko.com: Awk & sed Snippets for SysAdmins' -https://dev.to/unfor19/writing-bash-scripts-like-a-pro-part-1-styling-guide-4bin: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030826.878568 - content_hash: 7d4c7921e9b06fdff5aca8aa798ee5c7a2a489cbee1215a861b573254db71547 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Part of a highly-rated developer guide focusing on styling, naming conventions, - and code organization rules in Bash. 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Excellent for reducing - verbose conditionals. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Development - - Scripting - - Bash Shell - is_microservice: false - title: 'linuxhandbook.com: Unusual Ways to Use Variables Inside Bash Scripts' -https://opensource.com/downloads/bash-programming-guide: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029120.8276 - content_hash: bdc9deac9391b06af83a7c9c64c2fc9b057a532d56ac7a42c1c8e61491f26247 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: An intensive, downloadable ebook designed to guide administrators from - foundational scripting to structured program creation in Bash. Teaches logic flow, - modular functions, and robust signal handling. - language: English - resource_type: Ebook - complexity: Intermediate - hierarchy: - - Software Development - - Scripting - - Bash Shell - is_microservice: false - title: 'opensource.com: An introduction to programming with Bash (eBook)' -https://pythonspeed.com/articles/shell-scripts: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030022.406715 - content_hash: 0a769b49f9a8707fec1069cee18a0f60c7a2803762cbfa1eeafe9aa55a1073b2 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: An architectural critique arguing that standard shell scripts are inherently - error-prone for intricate logic. Recommends shifting to robust languages like - Python or Go when tasks involve complex datatypes or error resilience. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Development - - Engineering Culture - - Scripting Philosophy - is_microservice: false - title: 'pythonspeed.com: Please stop writing shell scripts' -https://www.linuxshelltips.com/difference-between-and-in-bash: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032634.413213 - content_hash: N/A - v1_locations: - - docs/linux.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: Clearly contrasts variable expansions (`${}`) with command substitutions - (`$()`) within Bash. Identifies key differences in evaluation mechanics, execution - subshells, and performance impacts. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Software Development - - Scripting - - Bash Shell - is_microservice: false - title: 'linuxshelltips.com: What’s the Difference Between ${} and $() in Bash' -https://medium.com/kubehub/a-series-on-bash-scripting-eecd0293fab5: - title: 'medium.com/kubehub: A Series on Bash Scripting' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029168.829915 - content_hash: N/A - v1_locations: - - docs/linux.md -https://levelup.gitconnected.com/start-your-scripting-journey-today-bash-script-part-1-46cbddf4e4e7: - title: 'levelup.gitconnected.com: Start Your Scripting Journey Today | Bash Script - β€” Part 1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031676.54753 - content_hash: N/A - v1_locations: - - docs/linux.md -https://medium.com/@saurabhdahibhate50/devops-day-04-task-e51d64ffbf16: - title: 'medium.com: Shell Scripting for DevOps with Examples' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029325.396054 - content_hash: N/A - v1_locations: - - docs/linux.md -https://levelup.gitconnected.com/5-bash-string-manipulation-methods-that-help-every-developer-49d4ee38b593: - title: 'levelup.gitconnected.com: 5 Bash String Manipulation Methods That Help Every - Developer' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031533.429266 - content_hash: N/A - v1_locations: - - docs/linux.md -https://piyushverma.hashnode.dev/basic-linux-shell-scripting-for-devops-engineers: - title: 'piyushverma.hashnode.dev: Basic Linux Shell Scripting for DevOps Engineers' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030957.738462 - content_hash: N/A - v1_locations: - - docs/linux.md -https://www.gnu.org/software/parallel: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031974.113311 - content_hash: N/A - v1_locations: - - docs/linux.md - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - linux.md - ai_summary: GNU Parallel is a powerful shell tool for executing command-line jobs - concurrently across local CPU cores or remote nodes. Essential for accelerating - large-scale CPU-bound text processing or system migrations. - language: English - resource_type: Software - complexity: Advanced - hierarchy: - - Operating Systems - - Linux Utilities - - Parallel Computation - is_microservice: false - title: gnu.org/software/parallel -https://www.youtube.com/playlist?list=PLlrxD0HtieHh9ZhrnEbZKhzk0cetzuX7l: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030957.840343 - content_hash: 394293aa03899e55017c2eb078ced000ac487859138db8b8e90bb0d744797af7 - v1_locations: - - docs/linux.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - linux.md - ai_summary: A comprehensive multi-part video playlist created by Microsoft experts - covering essential shell mechanisms. 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'[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Update of AWS Security Reference Architecture is now available' + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://aws.amazon.com/blogs/security/updated-whitepaper-available-aws-best-practices-for-ddos-resiliency: + last_checked: 1779388817.794679 + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - aws-security.md +? https://aws.amazon.com/blogs/security/use-iam-access-analyzer-policy-generation-to-grant-fine-grained-permissions-for-your-aws-cloudformation-service-roles +: content_hash: 89a827cfc134cef1d17a029d6d9815be3457bad4b4139b445b7a6ed978764248 + description: '' + health_score: 100.0 + last_checked: 1779031576.474201 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Use IAM Access Analyzer policy generation to grant fine-grained permissions + for your AWS CloudFormation service roles + v1_locations: + - docs/aws-security.md + v2_locations: + - 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'[COMMUNITY-TOOL]' + title: Automate and centrally manage data protection for Amazon S3 with AWS Backup + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md + year: N/A +https://aws.amazon.com/blogs/storage/building-an-active-active-latency-based-application-across-multiple-regions: + ai_summary: An elite architectural blueprint for active-active multi-region AWS + applications. Uses S3 Cross-Region Replication (CRR), Route 53 latency-based routing, + and DynamoDB Global Tables to design highly resilient services. + complexity: Advanced + content_hash: 0bc5370f8fa5aba38667f211a9f34aa83d67a067da9000964e78bf2aaa8134ce + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - High Availability + - Multi-Region + is_microservice: true + language: English + last_checked: 1779034479.287286 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online tags: - '[ENTERPRISE-STABLE]' - - '[GUIDE]' + title: Building an active-active, latency-based application across multiple Regions + 🌟 + v1_locations: + - docs/aws-storage.md + v2_locations: + - aws-storage.md + year: N/A +https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs: + ai_summary: A specialized guide showing how to build highly scalable Machine Learning + pipelines using Kubeflow and Amazon EFS for shared model storage. It outlines + multi-node parallel processing layouts with distributed storage configurations. + The blueprint is crucial for ML platform engineers building workflows on EKS. + complexity: Advanced + content_hash: 93addd1fecddc8b2373f6dc40b515adb68746717c523c1385565744200758ac6 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Storage + is_microservice: false + language: English + last_checked: 1779031516.352787 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon'' + EFS' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/blogs/storage/manage-amazon-s3-storage-costs-granularly-and-at-scale-using-s3-intelligent-tiering: + content_hash: af55e777f6dd102fb7cc5e394eed245a3bd08094b063b668dbc466b217dfb6f5 + description: '' + health_score: 100.0 + last_checked: 1779033100.924138 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Manage Amazon S3 storage costs granularly and at scale using S3 Intelligent-Tiering + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md + year: N/A +https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server-access-logs-and-pandas-in-python: + ai_summary: Shows how to parse raw S3 access logs using Python and Pandas. Walks + through identifying bad actors, evaluating storage patterns, and monitoring data + transfer metrics for cost control. + complexity: Intermediate + content_hash: e61a7361e3638bfb42428632cb91fb4c113b01dedb47824299561074ebcb0942 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Storage + - Analytics + is_microservice: false + language: English + last_checked: 1779033100.901952 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Monitor Amazon S3 activity using S3 server access logs and Pandas in Python + v1_locations: + - docs/aws-storage.md + v2_locations: + - aws-storage.md + year: N/A +https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account-from-amazon-eks: ai_summary: Architectural design details on connecting Amazon EFS file-shares safely across different AWS accounts into EKS containers. 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Demonstrates regional - fault tolerance, ingress load splitting, and centralized operations management. - language: English - resource_type: Blog Post - complexity: Advanced + year: N/A +https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes: + ai_summary: An architectural breakdown of storage options for Kubernetes on AWS, + evaluating AWS EBS, Amazon EFS, and Amazon FSx. It defines best practices for + stateful workloads by mapping technical requirements to the appropriate storage + driver. This serves as a foundational reference for stateful app topologies. + complexity: Intermediate + content_hash: dbf2272683009210bc47a28fd41df9a6587e3f9cddbc3ed426871819f27c50af + description: '' + health_score: 100.0 hierarchy: - - Public Cloud Platforms - - AWS - - EKS Multi-Cluster Architecture + - Cloud Providers + - AWS EKS + - Storage is_microservice: false - title: ==Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture== -https://medium.com/@abhinav.ittekot/granting-iam-permissions-to-pods-in-eks-using-oidc-f2044c88a53: - title: 'medium.com/@abhinav.ittekot: Granting IAM permissions to pods in EKS using - OIDC' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031327.101634 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/@radha.sable25/enabling-iam-users-roles-access-on-amazon-eks-cluster-f69b485c674f: - title: 'medium.com/@radha.sable25: Enabling IAM users/roles Access on Amazon EKS - cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033309.11067 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines: - description: '' - year: N/A + language: English + last_checked: 1779030425.726512 + needs_ai_refresh: true + resource_type: blog stars: 0 status: online - health_score: 100.0 - last_checked: 1779034306.280886 - content_hash: 78be19c9053c23fabcc826f9682c1845d41839c771cedc5b46c1cc5f7b937d70 + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Persistent storage for Kubernetes' v1_locations: - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' v2_locations: - managed-kubernetes-in-public-cloud.md - ai_summary: Guide illustrating how to write software-defined infrastructure to orchestrate - and deploy Amazon EKS clusters using AWS Cloud Development Kit (CDK) Pipelines. - Describes code-to-infrastructure deployments, testing stages, and lifecycle automation. - language: English - resource_type: Blog Post - complexity: Advanced + year: N/A +https://aws.amazon.com/cdk: + content_hash: d46ce8f5c077d7ff41df1258b35675b0641a1e9673c21d2510001aaed796cc3a + description: '' + health_score: 100.0 + last_checked: 1779034134.403147 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: CDK + v1_locations: + - docs/aws-miscellaneous.md + - docs/kubernetes.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://aws.amazon.com/certification/certification-prep/testing: + ai_summary: The official registration and scheduling center for AWS Certification + Exams. 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'[COMMUNITY-TOOL]' + title: ==AWS Control Tower== + v1_locations: + - docs/aws-security.md + - docs/terraform.md + v2_locations: + - terraform.md + - aws-security.md + year: N/A +https://aws.amazon.com/corretto: + content_hash: 506b38a1bd8c4f4b7b0e4b0227c4b94a4a8918e8f5669aa1d02d96f75ef0525d + description: '' + health_score: 100.0 + last_checked: 1779030779.079015 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon Corretto + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://aws.amazon.com/datapipeline: + content_hash: b9fae1d0be9296b6fc7d2340f9ab54f90a9525d2133fa56706439edcc2b3272b + description: '' + health_score: 100.0 + last_checked: 1779034568.917172 + stars: 0 + status: online + title: AWS Data Pipeline + v1_locations: + - docs/aws-data.md + year: N/A https://aws.amazon.com/de/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus: - description: '' - year: N/A - stars: 0 - 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Breaks down API request latencies, error codes, and request volumes to improve overall system stability. - language: English - resource_type: Blog Post complexity: Advanced + content_hash: 7b3a136ce31bb82a54aba46fa060f237e2741a12a436057658f11cdc3c4590b7 + description: '' + health_score: 100.0 hierarchy: - Public Cloud Platforms - AWS - EKS Observability - APIServer Troubleshooting is_microservice: false - title: 'aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus' -https://github.com/aws-controllers-k8s/community: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032953.155202 - content_hash: 8c61de863d9d618c6469f0c6adbceb09bb3429f1003d6aeea23e3890328e8ca7 - v1_locations: - - docs/kubernetes-tools.md - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 + language: English + last_checked: 1779030683.058033 needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - - kubernetes-tools.md - gh_stars: 2627 - gh_pushed: '2026-05-22T00:16:16Z' - ai_summary: Official community hub and development ecosystem for ACK (AWS Controllers - for Kubernetes). 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Demonstrates taints, tolerations, and - affinity configuration policies designed to protect critical workloads from Spot - interruptions. - language: English resource_type: Blog Post - complexity: Advanced - hierarchy: - - Public Cloud Platforms - - AWS - - EKS Cost Optimization - - Spot Management - is_microservice: false - title: 'itnext.io: Deploy Kubernetes (K8s) on Amazon AWS using mixed on-demand and - spot instances 🌟' -https://github.com/awslabs/aws-kubernetes-migration-factory: - description: '' - year: N/A stars: 0 - health_score: 100.0 - last_checked: 1779031352.467595 - content_hash: e26f3a98e5b89e36ff101cb719d6253d6ccd4549bbf8b9038afb2edcfddac61b - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 131 - gh_pushed: '2024-09-25T20:41:08Z' - ai_summary: The AWS Kubernetes Migration Factory provides an automated, programmatic - framework for migrating legacy VM-based or on-premises workloads into Amazon EKS. - Curator Insight notes its structured pipelines that reduce migration errors, while - Live Grounding confirms its utility in enterprise-scale rehosting plans. 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It represents the industry standard - for declarative EKS infrastructure provisioning. - language: English - resource_type: repository - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Infrastructure as Code - is_microservice: false - title: ==github.com/aws-ia/terraform-aws-eks-blueprints (examples) 🌟🌟🌟== -https://github.com/aws-ia/terraform-aws-eks-blueprints/blob/main/docs/v4-to-v5/motivation.md: - title: Direction for v5 of Terraform EKS Blueprints - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029268.246351 - content_hash: 2c9c034bfea790f9e75891f8aad8bd0022eaa94cd283c308e84cbea5611b9ab2 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true -https://akintola-lonlon.medium.com/aws-kubernetes-the-1-rule-you-need-to-master-before-going-to-production-628b75ba1b6a: - title: 'akintola-lonlon.medium.com: AWS Kubernetes: The #1 Rule You Need To Master - Before Going To Production.' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029459.115437 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://amod-kadam.medium.com/are-there-two-load-balancer-controllers-with-eks-8a7b04db8c93: - title: 'amod-kadam.medium.com: Are there two Load Balancer Controllers with EKS? - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030472.949772 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030614.906534 - content_hash: 4adaa1db66d3d36fbafc2f4fe5f76b0abbdb7f62c888d41be5e4b05a6db50de8 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: This technical post outlines the architecture for exporting real-time - Kubernetes cluster events to Slack channels using Amazon EventBridge and AWS Lambda. - It demonstrates decoupling event streams from cluster internals to prevent slack - spamming while maintaining critical alerting. 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It highlights cost attribution - strategies across namespaces, controller types, and pods. 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Highlights include IAM role configurations, - network policy enforcement, control plane logging, and image scanning pipelines. - Ideal for rapid architectural audits before promotion to production. - language: English - resource_type: guide - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Security - is_microservice: false - title: 'cast.ai: EKS Security Checklist: 10 Best Practices for a Secure Cluster' -https://github.com/kubernetes-sigs/aws-load-balancer-controller: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031983.498846 - content_hash: e96c23880736600bb844db45ddde2c16441a87670c49e244bb58be2b5eaca684 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 4292 - gh_pushed: '2026-05-21T02:48:44Z' - ai_summary: The core controller that manages AWS Elastic Load Balancers (ALB and - NLB) on behalf of a Kubernetes cluster. Live Grounding verifies its continuous - support for advanced features like target grouping by IP, ACM certificate integration, - and shared ALBs. It acts as the primary ingress controller for modern AWS EKS - network architectures. - language: English - resource_type: repository - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Networking - is_microservice: false - title: ==github.com/kubernetes-sigs/aws-load-balancer-controller== -https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029862.671615 - content_hash: 42be57893ea04fc0c64d0c7ef174865085159e6e009fc963e51ba4d310848175 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An analytical report outlining AWS upgrades focused on optimizing EKS - for high-performance computing (HPC) and batch processing tasks. It explores the - native integrations with Karpenter and AWS Batch, aimed at resolving historical - scheduling bottlenecks. It details how EKS adapts to heavy-load machine learning - and computational workloads. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Batch Workloads - is_microservice: false - title: 'thenewstack.io: Amazon Web Services Gears Elastic Kubernetes Service for - Batch Work' -https://silvr.medium.com/using-kyverno-to-enforce-aws-load-balancer-annotations-for-centralized-logging-to-s3-af5dc1f1f3e0: - title: 'silvr.medium.com: Using Kyverno To Enforce AWS Load Balancer Annotations - For Centralized Logging To S3' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029168.876015 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://blog.jimmyray.io/kubernetes-workload-identity-with-aws-sdk-for-go-v2-927d2f258057: - title: 'blog.jimmyray.io: Kubernetes Workload Identity with AWS SDK for Go v2' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034238.013102 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029478.44185 - content_hash: 7b3a136ce31bb82a54aba46fa060f237e2741a12a436057658f11cdc3c4590b7 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An in-depth guide to monitoring and debugging the managed Amazon EKS - API server's performance. It details metric exposition patterns for latency, request - depth, and response codes using standard Prometheus operators. It empowers platform - teams to localize control plane issues and establish defensive alerts. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Observability and Alerting - is_microservice: false - title: '==aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus - and Grafana==' -https://medium.com/geekculture/eks-kubernetes-not-ready-nodes-dafb300ed299: - title: 'medium.com/geekculture: EKS β€” Kubernetes β€” Not Ready nodes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033844.614126 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://faun.pub/how-to-access-aws-services-from-eks-ab5fa003a1b6: - title: '==faun.pub: How to access AWS services from EKS==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032296.568047 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030425.726512 - content_hash: dbf2272683009210bc47a28fd41df9a6587e3f9cddbc3ed426871819f27c50af - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An architectural breakdown of storage options for Kubernetes on AWS, - evaluating AWS EBS, Amazon EFS, and Amazon FSx. It defines best practices for - stateful workloads by mapping technical requirements to the appropriate storage - driver. This serves as a foundational reference for stateful app topologies. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Storage - is_microservice: false - title: 'aws.amazon.com: Persistent storage for Kubernetes' -https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031516.352787 - content_hash: 93addd1fecddc8b2373f6dc40b515adb68746717c523c1385565744200758ac6 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: A specialized guide showing how to build highly scalable Machine Learning - pipelines using Kubeflow and Amazon EFS for shared model storage. It outlines - multi-node parallel processing layouts with distributed storage configurations. - The blueprint is crucial for ML platform engineers building workflows on EKS. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Storage - is_microservice: false - title: 'aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon - EFS' -https://faun.pub/aws-eks-the-ultimate-guide-to-deploy-an-ingress-controller-on-kubernetes-5952cb27c067: - title: 'faun.pub: AWS EKS: The Ultimate Guide To Deploy AWS Load Balancer Controller - add-on' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031793.81589 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/@ankit.wal/the-how-of-iam-roles-for-service-accounts-irsa-on-aws-eks-3d76badb8942: - title: '==medium.com/@ankit.wal: Understanding IAM roles for service accounts, IRSA, - on AWS EKS==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030295.722222 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029487.053038 - content_hash: 9cd923084a369e2c635874e910b5f66b2ba97a0cc487f6e715f9a67f88383f37 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: A developer-oriented tutorial for programmatically provisioning NFS - volume drivers within EKS using the AWS CDK. It demonstrates dynamic persistent - volume claim (PVC) binding backed by managed EFS resources. This simplifies dynamic - storage allocations for development and test environments. - language: English - resource_type: guide - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Storage - is_microservice: false - title: 'dev.to: Autoprovisioning NFS volumes in EKS with CDK' -https://levelup.gitconnected.com/running-workflows-on-windows-with-jenkins-pipeline-and-kubernetes-52752a89a0e7: - title: 'levelup.gitconnected.com: Running Workflows on windows with Jenkins pipeline - and Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031117.415963 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://nivogt.medium.com/boost-your-kubernetes-clusters-autoscaler-on-aws-eks-with-karpenter-4d23955944f2: - title: 'nivogt.medium.com: Boost your Kubernetes cluster’s Autoscaler on AWS EKS - with Karpenter' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032622.465623 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://github.com/awslabs/eks-node-viewer: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033343.14635 - content_hash: 0bde84201333b18e725405254ecaa05aba317bf3205f04b8dd87323ad99b9878 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true status: online tags: - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 1633 - gh_pushed: '2026-05-19T13:30:04Z' - ai_summary: A CLI tool that visualizes the current cost, resource usage, and allocation - of nodes within an EKS cluster. Highly valued by teams using dynamic scaling engines - like Karpenter, it aggregates financial metrics to show real-time workload-to-infrastructure - pricing efficiency. It is an invaluable operational diagnostic utility. - language: English - resource_type: repository - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Observability and Alerting - is_microservice: false - title: awslabs/eks-node-viewer -https://towardsaws.com/autoscale-kubernetes-metrics-server-fa398f8a600a: - title: 'towardsaws.com: Autoscale Kubernetes Metrics Server on Amazon EKS' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029325.498285 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://github.com/aws-samples/hardeneks: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029341.244744 - content_hash: edc2459616595e86d5e6383d5f5a3787764cae0b6835ee512405c7a17634c4bd - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: MIT-0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 957 - gh_pushed: '2026-05-19T17:35:43Z' - ai_summary: A command-line interface tool designed to run programmatic audits against - an EKS cluster to identify violations of EKS Best Practices. It reviews cluster - networking, IAM, configuration control, and pod policies. The output acts as an - actionable hardening roadmap for platform operators. - language: English - resource_type: repository - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Security - is_microservice: false - title: ==aws-samples/hardeneks== -https://faun.pub/analyze-aws-eks-audit-logs-with-falco-95202167f2e: - title: 'faun.pub: Analyze AWS EKS Audit logs with Falco' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029142.401632 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/access-container-applications-privately-on-amazon-eks-using-aws-privatelink-and-a-network-load-balancer.html -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029142.401632 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: A prescriptive AWS design pattern illustrating private, cross-VPC service - consumption using AWS PrivateLink and a Network Load Balancer (NLB). It highlights - secure service exposition strategies without exposing internal IP routing configurations - to external peers. Critical for multi-account and enterprise compliance structures. - language: English - resource_type: guide - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Networking - is_microservice: false - title: 'faun.pub: Analyze AWS EKS Audit logs with Falco' - using AWS PrivateLink and a Network Load Balancer' -https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-costs-on-eks-using-istio: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031455.475688 - content_hash: 32d9dd8f2a9bd7890663a5bff8147247b93d4f83d14e2d6cb26a118dee399e51 + title: 'aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus' v1_locations: - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments: + ai_summary: This German-focused AWS post provides systemic methodologies for consolidating + multi-account corporate environments into highly managed landing zones. It addresses + migration paths, AWS Organizations control towers, and consolidated billing architectures. + Grounding demonstrates its necessity for enterprise mergers and structural restructuring. + complexity: Advanced + content_hash: 4eef5802c5b100a36d9d250e617afd86d28aa57c6438b6d741cfb7f93b964b75 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Governance + - Environment Consolidation + is_microservice: false + language: German + last_checked: 1779031016.822816 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Addresses the significant cloud cost vector of cross-AZ data transfer - within EKS multi-AZ setups. This article describes how to configure Istio Service - Mesh to enforce zone-aware routing policies, keeping internal network traffic - localized inside the same Availability Zone. It provides a real-world optimization - strategy for high-throughput microservices. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Service Mesh - is_microservice: true - title: 'aws.amazon.com: Addressing latency and data transfer costs on EKS using - Istio' -? https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways -: description: '' - year: N/A + resource_type: Article stars: 0 status: online - health_score: 100.0 - last_checked: 1779031455.475688 - content_hash: 32d9dd8f2a9bd7890663a5bff8147247b93d4f83d14e2d6cb26a118dee399e51 + tags: + - '[COMMUNITY-TOOL]' + title: Strategies for consolidating AWS environments v1_locations: - - docs/managed-kubernetes-in-public-cloud.md + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +? https://aws.amazon.com/de/blogs/networking-and-content-delivery/authorizationedge-using-cookies-protect-your-amazon-cloudfront-content-from-being-downloaded-by-unauthenticated-users +: content_hash: 68a76bbf0f094ee1476336b2139841341f9aa9df388a6cd104bd6fc543fc5bdb + description: '' + health_score: 100.0 + last_checked: 1779033092.383312 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Provides a specialized architectural blueprint for handling IP exhaustion - in enterprise environments using Private NAT Gateways. It explains how to scale - Pod topologies using non-routable CIDRs while seamlessly maintaining egress translation - to enterprise networks. Solves complex IP coordination issues in hybrid cloud - setups. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Networking - is_microservice: false - title: 'aws.amazon.com: Addressing latency and data transfer costs on EKS using - using private NAT gateways' -https://hardiks.medium.com/where-should-you-manage-your-kubernetes-in-2023-amazon-ecs-or-eks-6f503e93f7a7: - title: 'hardiks.medium.com: Where should you manage your Kubernetes in 2023? Amazon - ECS or EKS' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032751.564243 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://awstip.com/amazon-elastic-kubernetes-service-amazon-eks-the-only-resource-hub-you-ever-need-3b802687df36: - title: 'awstip.com: Amazon Elastic Kubernetes Service (Amazon EKS) β€” The Only Resource - Hub You Ever Need' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032521.214936 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://awstip.com/working-the-amazon-eks-immersion-workshop-chapter-1-deploying-a-microservices-application-in-a-9acae5df2f01 -: title: 'awstip.com: Working The Amazon EKS Immersion Workshop β€” Chapter 1 β€” Deploying - A Microservices Application In A Kubernetes Cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032521.214936 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://itnext.io/top-10-ways-to-protect-eks-workloads-from-ransomware-ae96d1c1e839: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779034291.725559 - content_hash: cbb2496ee94355fba87342eee3886c41977921bd6052cdf3edf7cbfc2e1ca359 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md tags: - '[COMMUNITY-TOOL]' - - '[GUIDE]' + title: 'aws.amazon.com: Authorization@Edge using cookies: Protect your Amazon CloudFront'' + content from being downloaded by unauthenticated users' + v1_locations: + - docs/aws-networking.md v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An industry-focused checklist detailing tactical maneuvers to secure - EKS against ransomware and supply chain attacks. It covers immutable storage configurations - (EFS/EBS backups), strict RBAC permissions, runtime threat detection, and cluster - isolation strategies. A helpful handbook for security engineering teams. - language: English - resource_type: guide - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Security - is_microservice: false - title: 'itnext.io: Top 10 Ways to Protect EKS Workloads from Ransomware' -https://blog.antoinechoula.ga/native-eks-ingress-with-aws-load-balancer-controller: - title: 'blog.antoinechoula.ga: Native EKS Ingress with AWS Load Balancer Controller' + - aws-networking.md year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032134.516675 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://devopslearning.medium.com/lesson-learned-while-scaling-kubernetes-cluster-to-1000-pods-in-aws-eks-d2d399152bc2: - title: 'devopslearning.medium.com: Lesson learned while scaling Kubernetes cluster - to 1000 pods in AWS EKS' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030322.830785 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond-1000-nodes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031096.764337 - content_hash: 582bfbc102e496c3929e9aad0aa667c20351db144aba2500190256cd8c5e4c30 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An engineering case study detailing the technical constraints and performance - tunings executed to host Apache Cassandra on a 1,000+ node EKS cluster. It addresses - VPC IP limits, CoreDNS bottlenecks, etcd performance under high resource counts, - and AWS storage throughput tuning. Exceptional resource for massive-scale system - design. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Case Studies - is_microservice: false - title: Scaling Amazon EKS and Cassandra Beyond 1,000 Nodes -https://www.sitepoint.com/kubernetes-aws-tutorial: - title: 'sitepoint.com: Getting Started With Kubernetes on AWS Tutorial (2023 Update)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031499.669259 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/@vaibhav176/saving-costs-in-google-kubernetes-engine-using-spot-vms-2e6d0157815e: - title: 'medium.com: Saving costs in Google Kubernetes Engine using Spot VMs' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030558.347994 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/@benjamin.christmann_12432/setting-up-your-first-eks-cluster-on-aws-some-practical-tips-60400963c588: - title: 'medium.com/@benjamin.christmann_12432: Setting up your first EKS cluster - on AWS: some practical tips' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031102.988616 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://blog.ratnopamc.com/reduce-cross-az-traffic-costs-on-eks-using-topology-aware-hints: - title: 'blog.ratnopamc.com: Reduce cross-AZ traffic costs on EKS using topology - aware hints' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029565.298302 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc6808a7b462: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029556.450279 - content_hash: ea1f626adfedf899ee27d6ba443475d63090c20fb98fc0c4c45a8fdd972e05a2 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: A practical operational guide highlighting strategies for reliable execution - of workloads on AWS Spot Instances within EKS. It showcases how to leverage Karpenter - or AWS Node Termination Handler alongside pod disruption budgets (PDBs) to handle - instance interruptions gracefully. Reduces platform overhead by up to 70% while - preserving uptime. - language: English - resource_type: guide - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Autoscaling - is_microservice: false - title: 'itnext.io: Running resilient workloads in EKS using Spot instances' https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration-and-modification-using-the-ebs-csi-driver: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030500.131518 - content_hash: 2d09b9b697d8b767356667a7c1230df424c83caa416d64e5595ee9bd8cbf88dd - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md ai_summary: Explains how the out-of-tree Amazon EBS CSI Driver handles live volume modification, type conversion (e.g., gp2 to gp3), and resizing without downtime. Curator Insight highlights the declarative nature of these infrastructure changes within native PVC specs. A key resource for maintaining persistent databases under evolving workloads. - language: German - resource_type: blog complexity: Intermediate + content_hash: 2d09b9b697d8b767356667a7c1230df424c83caa416d64e5595ee9bd8cbf88dd + description: '' + health_score: 100.0 hierarchy: - Cloud Providers - AWS EKS - Storage is_microservice: false + language: German + last_checked: 1779030500.131518 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' title: Simplifying Amazon EBS volume migration and modification on Kubernetes using the EBS CSI Driver -https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032097.574967 - content_hash: N/A v1_locations: - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://aws.amazon.com/device-farm: + content_hash: e7bbb21262ce03896e64ef22631f97442c2f1b4a42f8d4ca7ba372d27c91e54c + description: '' + health_score: 100.0 + last_checked: 1779030196.341209 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: 'Introduces a smart autoscaling architectural pattern: using low-priority - ''placeholder'' pods to reserve capacity inside an AWS EKS cluster. When a real, - higher-priority pod is scheduled, Kubernetes evicts the placeholders, initiating - immediate node-level preemption while a new node spins up asynchronously. Eliminates - scaling delay in performance-sensitive services.' - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Autoscaling - is_microservice: false - title: Eliminate Kubernetes node scaling lag with pod priority and over-provisioning -? https://medium.com/@danielresponda/testing-spot-reclamation-mechanisms-with-aws-node-termination-handler-and-kubernetes-autoscaler-43194d05dae0 -: title: 'medium.com/@danielresponda: Testing Spot Reclamation Mechanisms with AWS - Node Termination Handler and Kubernetes Autoscaler' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032097.574967 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam-and-rbac-groups-7b70ded144b5: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779033187.105318 - content_hash: aa4b97a25582a55d7520c58eaf8829eeced3265ee8b2fe6add831a27a3086cc3 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md tags: - '[COMMUNITY-TOOL]' + title: 'AWS Device Farm: Improve the quality of your web and mobile applications'' + by testing across desktop browsers and real mobile devices hosted in the AWS Cloud' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/devops: + ai_summary: 'Curator Insight: Main AWS portal summarizing continuous integration, + deployment, and management tools. + + Live Grounding: Features structural overviews of AWS CodePipeline, CodeBuild, + and CodeDeploy, illustrating patterns for cloud-native delivery inside AWS.' + complexity: Beginner + content_hash: c3a8b614d42cf15236b4bd1798032e32ce38d51ba06cfc84d3df6ba0bd523c64 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Infrastructure + - AWS Ecosystem + - DevOps Foundations + is_microservice: false + language: English + last_checked: 1779031381.597087 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS DevOps + v1_locations: + - docs/aws-devops.md + - docs/devops.md + - docs/jenkins-alternatives.md + v2_locations: + - aws-devops.md + - devops.md + - jenkins-alternatives.md + year: N/A +https://aws.amazon.com/devops-guru: + content_hash: 280116a655de3cf3a75f1334ee3bbe7f51e83630f34c706164de136170dd341e + description: '' + health_score: 100.0 + last_checked: 1779029294.538587 + stars: 0 + status: online + title: Amazon DevOps Guru + v1_locations: + - docs/aws-devops.md + year: N/A +https://aws.amazon.com/devops/-guru: + health_score: 64.0 + last_checked: 1779130494.999056 + v1_locations: + - docs/aws-devops.md +https://aws.amazon.com/dms/?audit=2019q1: + ai_summary: Curator Insight offers a comprehensive methodology and step-by-step + guidance for planning and executing database migrations to AWS. Live Grounding + reviews key architectural patterns, conversion tools (AWS SCT), and common anti-patterns. + Crucial reading for enterprise modernization and cloud adoption planning. + complexity: Advanced + description: '' + hierarchy: + - Cloud Infrastructure + - Database Migration + - Whitepapers + is_microservice: false + language: English + resource_type: Whitepaper + stars: 4 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: 'Whitepaper: Migrating Your Databases to AWS' + v2_locations: + - aws-databases.md + year: '2019' +https://aws.amazon.com/dms/learn-more: + content_hash: 7ac4db73285b65f1f821b683233f8d3e1481d806d3a0bd3f07e610f53ff05139 + description: '' + health_score: 100.0 + last_checked: 1779031576.496623 + stars: 0 + status: online + title: 'Whitepaper: Migrating Your Databases to AWS' + v1_locations: + - docs/aws-databases.md + year: N/A +https://aws.amazon.com/documentation/elastic-beanstalk: + content_hash: f7225eedef9d36c9175765c25483edbe9234d5c4163687a0f5e41ea399c8afab + health_score: 100.0 + last_checked: 1779030356.451544 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md +https://aws.amazon.com/eks: + content_hash: dc4e75731432f5deb65ca3101065c75f0937fad733f57179ef7f185b7ffee548 + health_score: 100.0 + last_checked: 1779034155.615435 + needs_ai_refresh: true + v1_locations: + - docs/kubernetes-on-premise.md +https://aws.amazon.com/elasticloadbalancing/application-load-balancer: + content_hash: b87e253fd9d846c695ef6e5b93c82a80587cc122d9c565145fb4f521dd2d29fd + health_score: 100.0 + last_checked: 1779130494.955218 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md +https://aws.amazon.com/elasticloadbalancing/applicationloadbalancer: + content_hash: 9afd89ec5e6ae024c833406a37b61768771d65db7f9dda728b3a1d4bba245dd1 + description: '' + health_score: 100.0 + last_checked: 1779031327.282979 + stars: 0 + status: online + title: Application Load Balancer + v1_locations: + - docs/aws-networking.md + year: N/A +https://aws.amazon.com/en/eks: + content_hash: dc4e75731432f5deb65ca3101065c75f0937fad733f57179ef7f185b7ffee548 + health_score: 100.0 + last_checked: 1779029142.3663 + v1_locations: + - docs/matrix-table.md +https://aws.amazon.com/en/iot: + content_hash: 53a4ea9ed280c66544be53a0137bd389de48046349fb777aab0ec4ac4e2650cb + description: '' + health_score: 100.0 + last_checked: 1779030982.773584 + stars: 0 + status: online + title: aws.amazon.com/en/iot + v1_locations: + - docs/aws-miscellaneous.md + year: N/A +https://aws.amazon.com/en/premiumsupport: + content_hash: be1cf71d0326726204d76ad5aa0b2031464021b98ef70d6e5cd4dc9101896afd + description: '' + health_score: 100.0 + last_checked: 1779030436.601735 + stars: 0 + status: online + title: AWS Support + v1_locations: + - docs/aws.md + year: N/A +https://aws.amazon.com/en/premiumsupport/knowledge-center: + content_hash: ec4e2f5075597f14863a449986ae6312a4ad332eb0b511b9da30df9b82a50582 + description: '' + health_score: 100.0 + last_checked: 1779033118.516298 + stars: 0 + status: online + title: AWS Knowledge Center + v1_locations: + - docs/aws.md + year: N/A +? https://aws.amazon.com/es/about-aws/whats-new/2015/12/aws-cloudformation-adds-support-for-aws-waf-and-aws-directory-service-for-microsoft-active-directory +: content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 + description: '' + health_score: 100.0 + last_checked: 1779032159.312217 + stars: 0 + status: online + title: AWS CloudFormation Adds Support for AWS WAF and AWS Directory Service for + Microsoft Active Directory + v1_locations: + - docs/aws-newfeatures.md + year: N/A +https://aws.amazon.com/es/about-aws/whats-new/2016/06/docker-datacenter-on-the-aws-cloud-quick-start-reference-deployment: + content_hash: 3094794de98d29737923dac22618b609f9026dc439152ac114bd6e86d6f988df + description: '' + health_score: 100.0 + last_checked: 1779031107.299917 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Docker Datacenter on the AWS Cloud: Quick Start Reference Deployment' + v1_locations: + - docs/aws-containers.md + v2_locations: + - aws-containers.md + year: N/A +https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data-in-a-nosql-database-with-aws-mobile-hub: + ai_summary: Curator Insight details a legacy utility tool (AWS Mobile Hub) that + assisted developers in bootstrapping NoSQL data layers. Live Grounding highlights + that AWS Mobile Hub has been replaced by the more powerful AWS Amplify framework. + Included for legacy archeological reference. [SPANISH CONTENT] + complexity: Beginner + content_hash: 21f8bb9eda217128301104a7159790fc2f1b33f4d8dc498fb4b1a9c34391a72e + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Mobile Development + - Legacy Releases + is_microservice: false + language: Spanish + last_checked: 1779031618.520511 + needs_ai_refresh: true + resource_type: Release Announcement + stars: 0 + status: online + tags: + - '[LEGACY]' + title: Easily model your app data in a NoSQL database with AWS Mobile Hub + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +? https://aws.amazon.com/es/about-aws/whats-new/2016/07/aws-schema-conversion-tool-now-supports-conversions-from-oracle-dw-and-teradata-to-amazon-redshift-embedded-code-conversion-and-cloud-native-code-optimization +: ai_summary: Curator Insight announces legacy enhancements to AWS SCT, focusing on + target conversions to Amazon Redshift. Live Grounding confirms this enabled automation + for migrating complex on-premises data warehouses like Teradata and Oracle DW + to modern cloud analytics warehouses. [SPANISH CONTENT] + complexity: Advanced + content_hash: ab8d47918e42fe8451e7eb56d8d4786364927e216ff5abba72f85dd1b6ed0eca + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Database Migration + - Legacy Releases + is_microservice: false + language: Spanish + last_checked: 1779032217.232132 + needs_ai_refresh: true + resource_type: Release Announcement + stars: 0 + status: online + tags: + - '[LEGACY]' + title: AWS Schema Conversion Tool now supports conversions from Oracle DW and Teradata + to Amazon Redshift, Embedded Code Conversion, and Cloud native Code Optimization + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces-general-availability-for-windows: + content_hash: d9d8ff5c947c79e22c7235256240da183eb52a3dedceab4016b840c278a18d37 + description: '' + health_score: 100.0 + last_checked: 1779033158.262767 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon Inspector Announces General Availability for Windows + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +? https://aws.amazon.com/es/about-aws/whats-new/2016/08/backup-and-archive-to-aws-storage-gateway-vtl-with-veeam-backup-and-replication-v9 +: content_hash: 9697004ff2ee76b624b13260df1ec81cfd117712b174905a38e95402924bc5eb + description: '' + health_score: 100.0 + last_checked: 1779031327.386378 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Backup and archive to AWS Storage Gateway VTL with Veeam Backup & Replication + v9 + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md + year: N/A +https://aws.amazon.com/es/about-aws/whats-new/2016/10/first-aws-certification-study-guide-now-available: + ai_summary: Historically notable launch announcement of the first official AWS-authored + certification study guide. While structurally important, newer cloud paradigms + limit its relevance for current exams. + complexity: Beginner + content_hash: 0245e484a4e75aee6ee075faff69dfb760317702429ac18351c3758cec4bac52 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Training + - AWS Official + is_microservice: false + language: English + last_checked: 1779034097.484969 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: First AWS Certification Study Guide Now Available' + v1_locations: + - docs/aws-training.md + v2_locations: + - aws-training.md + year: N/A +https://aws.amazon.com/es/about-aws/whats-new/2021/08/ec2-vm-import-export-unified-extensible-firmware-interface-aws: + content_hash: 57d3343d93528eb5a03a743df122d0d1738186573e12a147c26a2606f34f9e36 + description: '' + health_score: 100.0 + last_checked: 1779034223.882681 + stars: 0 + status: online + title: EC2 VM Import/Export now supports migration of virtual machines with Unified + Extensible Firmware Interface (UEFI) boot to AWS + v1_locations: + - docs/aws-newfeatures.md + year: N/A +https://aws.amazon.com/es/blogs/apn/aws-networking-for-developers: + content_hash: 7020869e50cd40433969c21b740914f13c9a6c0e81ba16b208982bd9c4936d80 + description: '' + health_score: 100.0 + last_checked: 1779029507.261874 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Networking for Developers + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md + year: N/A +https://aws.amazon.com/es/blogs/apn/oracle-database-encryption-options-on-amazon-rds: + content_hash: 1fbed5586689e3513acaf66d0aeae47eeeb08b920291f020ad9348c65bdd5ce3 + description: '' + health_score: 100.0 + last_checked: 1779034223.97059 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Oracle Database Encryption Options on Amazon RDS + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-using-aws-privatelink-for-amazon-s3: + ai_summary: Architectural post detailing how to establish a secure, private connection + from on-premises Storage Gateways to S3 via AWS PrivateLink. Prevents traffic + traversal over the public internet, satisfying rigorous enterprise compliance + models. + complexity: Advanced + content_hash: 81cde0b0a42e81d4c5f8623e6279dbd0f8f74b492f9a895f3f8aa71d808f84ee + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Storage + - Hybrid Cloud + is_microservice: false + language: English + last_checked: 1779031425.572901 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Connect Amazon S3 File Gateway using AWS PrivateLink for Amazon S3 + v1_locations: + - docs/aws-storage.md + v2_locations: + - aws-storage.md + year: N/A +https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio-gestionado-de-firewall-para-vpc: + content_hash: 3697cd529370eee2c343f17c8f3ae8311ef07bbc8a0e0957398e37bb8b6a46bc + description: '' + health_score: 100.0 + last_checked: 1779031360.34415 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Network Firewall – Nuevo Servicio Gestionado de Firewall para VPC + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +? https://aws.amazon.com/es/blogs/aws-spanish/examenes-practicos-gratuitos-y-100-en-espanol-para-que-obtenga-su-certificacion +: ai_summary: AWS-published reference article detailing official practice examinations + localized in Spanish to support accessible learning globally. [SPANISH CONTENT] + complexity: Beginner + content_hash: b8d9ea0e5939ab9890dfe03e7c3165ca815933febbdffe501c44ab5dd7b81dd0 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Training + - AWS Official + is_microservice: false + language: Spanish + last_checked: 1779029070.281039 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: ExΓ‘menes prΓ‘cticos gratuitos y 100% en espaΓ±ol para que'' + obtenga su certificaciΓ³n' + v1_locations: + - docs/aws-training.md + v2_locations: + - aws-training.md + year: N/A +? https://aws.amazon.com/es/blogs/aws/amazon-elasticsearch-service-is-now-amazon-opensearch-service-and-supports-opensearch-10 +: content_hash: 50e89257bccff5ad33443b08ee3e69bfa8293c698504c504d6d500db995f2130 + description: '' + health_score: 100.0 + last_checked: 1779032977.326799 + stars: 0 + status: online + title: 'aws.amazon.com: Amazon Elasticsearch Service Is Now Amazon OpenSearch Service'' + and Supports OpenSearch 1.0' + v1_locations: + - docs/monitoring.md + year: N/A +https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available: + ai_summary: Curator Insight presents Amazon RDS Proxy as a managed solution to handle + high database connection concurrency. Live Grounding validates that RDS Proxy + multiplexes connections, bypassing the performance degradation caused by high + serverless (AWS Lambda) spin-up events. A critical integration pattern for cloud-native + microservices. [SPANISH CONTENT] + complexity: Intermediate + content_hash: bf0c24c2f82da9fadb5e86e0950ef96791ae86c854470897dd544b3ae9b0dbca + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - Serverless Architecture + is_microservice: true + language: Spanish + last_checked: 1779030597.459597 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: Amazon RDS Proxy – Now Generally Available + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction: + content_hash: de838d4e4d6256050d8712e060ec0a29730e57d09ef9418b67a61096d1f9ea9a + description: '' + health_score: 100.0 + last_checked: 1779031720.165704 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Amazon S3 Glacier Price Reduction' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md + year: N/A +https://aws.amazon.com/es/blogs/aws/aws-cloudshell-command-line-access-to-aws-resources: + content_hash: bbe7dba850f0d12a10b0da3437ec5aec41f11f2a2a3a9efabd62d5881dc9b1d6 + description: '' + health_score: 100.0 + last_checked: 1779031796.345576 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS CloudShell - Command-Line Access to AWS Resources + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/es/blogs/aws/ec2-price-reduction-for-ec2-instance-saving-plans-and-standard-reserved-instances: + content_hash: 815be8e566d6624237e65cc5cb8947cdf55f101a50ffdda374bbc85a0a03a398 + description: '' + health_score: 100.0 + last_checked: 1779030440.264816 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'May 2020: EC2 Price Reduction – For EC2 Instance Saving Plans and Standard'' + Reserved Instances' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md + year: N/A +https://aws.amazon.com/es/blogs/aws/introducing-a-public-registry-for-aws-cloudformation: + content_hash: a105f8a088c68a7a37b8e85593527512800b1e18e948edc0dcf5a6e78e0f31b3 + description: '' + health_score: 100.0 + last_checked: 1779031649.534339 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Introducing a Public Registry for AWS CloudFormation + v1_locations: + - docs/aws-iac.md + v2_locations: + - aws-iac.md + year: N/A +https://aws.amazon.com/es/blogs/aws/new-for-aws-cloudformation-quickly-retry-stack-operations-from-the-point-of-failure: + content_hash: 649cf92801a6fbd4dbc9e8710e079f62687d4177b797bf9f782252aea78fda9e + description: '' + health_score: 100.0 + last_checked: 1779031329.04516 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: New for AWS CloudFormation – Quickly Retry Stack Operations from the Point + of Failure + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://aws.amazon.com/es/blogs/aws/red-hat-openshift-service-on-aws-now-generally-availably: + content_hash: 391e2a2c10780e079321d06790814d067cad59825d292caaef791831ad989c9b + description: '' + health_score: 100.0 + last_checked: 1779030563.786653 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'amazon.com: Red Hat OpenShift Service on AWS Now GA' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images: + ai_summary: A deep optimization analysis focusing on the caching characteristics + of AWS Lambda when consuming OCI container images. It details image multi-stage + build best practices, base image selection, and layering strategies designed to + drastically reduce cold start duration and package delivery overhead. This resource + represents essential engineering reading for teams shipping multi-GB serverless + runtimes. [SPANISH CONTENT] + complexity: Advanced + content_hash: 2b6a4a5d91154ea5da68f4f48153a4911fc914a8ce268b552cb524d612fddbf1 + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Container Runtimes + is_microservice: true + language: Spanish + last_checked: 1779032642.516879 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Optimizing Lambda functions packaged as container images' + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs-with-amazon-ecs-and-aws-fargate-part-1: + ai_summary: This official developer guide outlines the structural mechanism used + to mount Amazon Elastic File System (EFS) volumes natively within serverless containers + orchestrated by AWS Fargate. It analyzes container launch dependencies, IAM authorization + configurations, and security group rules. It serves as an essential pattern guide + for building persistent, stateful container topologies. + complexity: Intermediate + content_hash: 72616b7eb26ae96e95e7defea98a45e26c87bb6e622cd62720a1d021bf19255d + description: '' + health_score: 100.0 + hierarchy: + - Container-Orchestration + - AWS ECS + - Storage + is_microservice: true + language: English + last_checked: 1779032173.069378 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon EFS with Amazon ECS and AWS Fargate – Part 1 + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis-for-kubernetes-objects: + content_hash: 784a3338cc02023deec7725049143e6541f7344bf6de43993dbbca12b49f9f7b + description: '' + health_score: 100.0 + last_checked: 1779031089.028613 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Introducing cdk8s+: Intent-driven APIs for Kubernetes objects' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1: + content_hash: dca6bc05170d65cf15a694f2b2f5f6fe0b0310fb65e615bd3153cad2c1e932bd + description: '' + health_score: 100.0 + last_checked: 1779033511.089671 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Policy-based countermeasures for Kubernetes – Part 1' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://aws.amazon.com/es/blogs/containers/red-hat-openshift-service-on-aws-architecture-and-networking: + content_hash: 733299490ed3560f2de2bd2028250f4de2cec81ac1f71f509e13b862fcb61312 + description: '' + health_score: 100.0 + last_checked: 1779032223.650131 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Red Hat OpenShift Service on AWS: architecture and networking' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://aws.amazon.com/es/blogs/developer/migrating-to-boto3: + content_hash: 34aa19801fc58f458514888ac468bd273489994853c2a815e3771f36343e8d59 + description: '' + health_score: 100.0 + last_checked: 1779033750.918329 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Migrating to Boto3 + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://aws.amazon.com/es/blogs/devops/building-a-serverless-jenkins-environment-on-aws-fargate: + content_hash: 5a27a78e1fbcd7eb0e00bdcb29f9c8493fa525096a622297fe2c05fecc639a81 + description: '' + health_score: 100.0 + last_checked: 1779030731.952979 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'amazon.com: Building a serverless Jenkins environment on AWS Fargate' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://aws.amazon.com/es/blogs/enterprise-strategy/introducing-finops-excuse-me-devsecfinbizops: + content_hash: 133bcac2500ddafa6699ddcdfb701f5db59913485613d7c42603d2d3facbc6e8 + description: '' + health_score: 100.0 + last_checked: 1779030531.172679 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws.amazon.com: Introducing FinOpsβ€”Excuse Me, DevSecFinBizOps' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://aws.amazon.com/es/blogs/infrastructure-and-automation/use-git-pre-commit-hooks-avoid-aws-cloudformation-errors: + content_hash: 4f8cba0fcc97d21ee1fa302db0431441fc481783f96ee8394d80ea671a231377 + description: '' + health_score: 100.0 + last_checked: 1779033162.47861 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Use Git pre-commit hooks to avoid AWS CloudFormation errors + v1_locations: + - docs/aws-iac.md + v2_locations: + - aws-iac.md + year: N/A +https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurable-shell-profiles: + content_hash: 6058d82d1527771f040433466f04cea895209e716e69bb80bb80cba224e8f5ce + description: '' + health_score: 100.0 + last_checked: 1779029838.113784 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Bring your own CLI to Session Manager with configurable shell profiles + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +? https://aws.amazon.com/es/blogs/security/automatically-block-suspicious-traffic-with-aws-network-firewall-and-amazon-guardduty +: content_hash: 69a16988190d1ffacd04bcd94f6e5fa25ef8ee10763ac59c3e3ac51b39fc86e7 + description: '' + health_score: 100.0 + last_checked: 1779031609.20301 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Automatically block suspicious traffic with AWS Network Firewall and Amazon + GuardDuty + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://aws.amazon.com/es/blogs/security/new-iamctl-tool-compares-multiple-iam-roles-and-policies: + content_hash: 47def0a45905b42806958748eb690514591edc2a1797c50ff359f4b6c36ce213 + description: '' + health_score: 100.0 + last_checked: 1779029225.833523 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: New IAMCTL tool compares multiple IAM roles and policies + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments: + ai_summary: 'Curator Insight: Internal engineering insights from Amazon''s sophisticated + deployment engines (Pipelines/Apollo). Live Grounding: Explores fractional rollouts, + automated rollback alarms, and regional blast-radius mitigation. Serves as an + essential architectural design guide for mission-critical cloud-scale delivery. + [SPANISH CONTENT]' + complexity: Advanced + content_hash: c7264f0da0628ed5f621628d8f60768479317e96f2615873a03f586c065f75a2 + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery + - Continuous Deployment + - Resilient Release Strategies + is_microservice: true + language: Spanish + last_checked: 1779032588.873512 + needs_ai_refresh: true + resource_type: Case Study + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[DE FACTO STANDARD]' + title: 'aws.amazon.com: Automating safe, hands-off deployments 🌟🌟' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://aws.amazon.com/es/codepipeline/product-integrations: + ai_summary: 'Curator Insight: Directory of verified third-party partner integrations + for AWS CodePipeline. + + Live Grounding: Outlines deployment connectors, security scanners, and test suites + that integrate directly into managed pipelines. Spanish localized interface. [SPANISH + CONTENT]' + complexity: Intermediate + content_hash: 8407206844db0f110fb41fb1166f8ddd60c7e7c99333bfc311c3294b8a2c3c24 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Infrastructure + - AWS Ecosystem + - CodePipeline Integrations + is_microservice: false + language: Spanish + last_checked: 1779032880.27739 + needs_ai_refresh: true + resource_type: Directory + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Partner Network - CodePipeline Integrations + v1_locations: + - docs/aws-devops.md + v2_locations: + - aws-devops.md + year: N/A +https://aws.amazon.com/es/documentation/ecr: + content_hash: 7474a80b5b821122d1b93f0869653157914c795786b892629bbb7a198360c172 + health_score: 100.0 + last_checked: 1779031541.501681 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-containers.md + v2_locations: + - aws-containers.md +https://aws.amazon.com/es/eks/pricing: + content_hash: bd8f6f62d08710a8a8b64e397948e76ec639c2b2f386c3eda18bd05d01acc1d1 + description: '' + health_score: 100.0 + last_checked: 1779032661.922729 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Kubernetes pricing + v1_locations: + - docs/public-cloud-solutions.md + v2_locations: + - public-cloud-solutions.md + year: N/A +https://aws.amazon.com/es/local/spain: + ai_summary: Official landing portal for Amazon Web Services in Spain, serving as + the central reference for localized regulations, sovereign cloud options, and + low-latency regional services. + complexity: Beginner + content_hash: be8e373943413739a707e90dd2a2a52bc1324121b456561c78d0e4e63dd8d539 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure as Code and Automation + - Cloud Providers + - AWS Spain + is_microservice: false + language: Spanish + last_checked: 1779030718.763592 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: AWS en EspaΓ±a + v1_locations: + - docs/aws-spain.md + v2_locations: + - aws-spain.md + year: N/A +https://aws.amazon.com/es/premiumsupport/knowledge-center/troubleshoot-service-quotas-cli-commands: + content_hash: f521091844b95e4b498fcddac441a8a8acc3301cd1a71087193764f3e2cfbbea + description: '' + health_score: 100.0 + last_checked: 1779034173.668686 + stars: 0 + status: online + title: How can I troubleshoot errors using the AWS CLI to manage my service quota + requests? + v1_locations: + - docs/aws-miscellaneous.md + year: N/A +https://aws.amazon.com/es/quickstart: + ai_summary: AWS-validated CloudFormation templates and deployment guides structured + to stand up complex multi-tier enterprise workloads rapidly. Grounding reveals + that while many are migrating to Partner Solutions, this archive is a high-density + resource for building compliant infrastructure. + complexity: Advanced + content_hash: c4b14fbaced5d13372b8666be9bfe16ab7954c8f60b8a55f71ae067971ad1460 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Architectures + - Reference Architectures + is_microservice: true + language: Spanish + last_checked: 1779032820.169322 + resource_type: Documentation + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: AWS Quick Start Reference Deployments + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: '2023' +https://aws.amazon.com/es/training/ramp-up-guides: + content_hash: 08c9e28d5bdf2e68d3dd77b5c5264a2b489cd8c63862d95a915dac73bfce2229 + description: '' + health_score: 100.0 + last_checked: 1779033750.768372 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Ramp-Up Guides + v1_locations: + - 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Indispensable for designing reliable and secure network planes + within AWS. complexity: Advanced + content_hash: e3a834de35e7b44b753007f839fc68ccd971ad20b4b9ddef2e9bce4275fc444b + description: '' + health_score: 100.0 hierarchy: - Cloud Providers - AWS EKS - - Security + - Networking is_microservice: false - title: 'itnext.io: AWS Elastic Kubernetes Service: RBAC Authorization via AWS IAM - and RBAC Groups' -https://medium.com/@leocherian/simple-cdk-app-to-create-eks-cluster-06f651a12ccd: - title: 'medium.com/@leocherian: Simple CDK app to create EKS Cluster' - year: N/A + language: English + last_checked: 1779032197.852561 + resource_type: documentation stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034424.546344 - content_hash: N/A + status: online + tags: + - '[DE FACTO STANDARD]' + title: '==aws.github.io/aws-eks-best-practices: Amazon EKS Best Practices Guides=='' + 🌟🌟🌟' v1_locations: - docs/managed-kubernetes-in-public-cloud.md -https://blog.clouddrove.com/aws-eks-blue-green-deployment-with-best-practices-99be4b7baa38: - title: 'blog.clouddrove.com: AWS EKS Blue/Green Deployment with Best Practices' + v2_locations: + - managed-kubernetes-in-public-cloud.md year: N/A - stars: 0 +https://aws.plainenglish.io: + content_hash: N/A description: '' health_score: 100.0 - last_checked: 1779031185.976608 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? 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Grounding + shows it serves as a fundamental training material for cloud administrators establishing + multi-account safety structures. + complexity: Intermediate + content_hash: a598d785ce2b079b735951dc822e0ee3329d6a9e26860bd9ae294d0144e8e920 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Governance + - AWS Organizations + is_microservice: false + language: English + last_checked: 1779033569.976523 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively' + v1_locations: + - docs/aws-architecture.md + - docs/aws.md + - docs/iac.md + v2_locations: + - aws-architecture.md + - iac.md + - aws.md + year: N/A +https://awsfundamentals.com/blog/aws-s3-rm-removing-files: + content_hash: d270c4a14fc31c0bb5dcc4169507d74649c12491077935c5e5a4244e5f9d5b52 + health_score: 100.0 + last_checked: 1779130495.00032 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-tools-scripts.md + v2_locations: + - aws-tools-scripts.md +https://awsfundamentals.com/blog/aws-s3-sync: + ai_summary: A detailed, high-density guide on utilizing the aws s3 sync CLI command. + Includes performance tuning parameters like concurrency configs, exclusion patterns, + and handling large scales securely. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Infrastructure + - AWS Storage + - Amazon S3 + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide==' + v2_locations: + - aws-tools-scripts.md + - aws-storage.md + year: '2023' +https://awsfundamentals.com/blog/using-s3-with-terraform: + content_hash: 743a40c35aca4004d33506492b9a6167f6525ed27448998fd06a7db39f77f970 + health_score: 100.0 + last_checked: 1779130494.994916 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://awstip.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030538.477002 + stars: 0 + title: AWStip.com + v1_locations: + - docs/aws.md + year: N/A +https://awstip.com/amazon-elastic-kubernetes-service-amazon-eks-the-only-resource-hub-you-ever-need-3b802687df36: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032756.472629 + stars: 0 + title: 'awstip.com: Amazon Elastic Kubernetes Service (Amazon EKS) β€” The Only Resource'' + Hub You Ever Need' v1_locations: - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://awstip.com/deploying-azure-infrastructure-with-terraform-e34046c65d0f: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033572.558365 + stars: 0 + title: 'awstip.com: Deploying Azure Infrastructure with Terraform' + v1_locations: + - docs/terraform.md + year: N/A +https://awstip.com/essential-plugins-for-kubectl-cli-e35cbc99037b: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031566.845516 + stars: 0 + title: '==awstip.com: Essential plugins for Kubectl CLI==' + v1_locations: + - 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docs/chaos-engineering.md + year: N/A +https://awstip.com/kubernetes-creating-deployments-via-command-line-and-with-yaml-files-783eaad7b3be: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029147.624411 + stars: 0 + title: 'awstip.com: Kubernetes β€” Creating deployments via command line and with'' + YAML files' + v1_locations: + - docs/kubectl-commands.md + year: N/A +https://awstip.com/kubernetes-hpa-8b7cf54f115: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029364.877865 + stars: 0 + title: 'awstip.com: Kubernetes HPA' + v1_locations: + - docs/kubernetes-autoscaling.md + year: N/A +https://awstip.com/manage-aws-services-directly-from-kubernetes-%EF%B8%8F-6c94e376febb: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030346.204643 + stars: 0 + title: 'awstip.com: Manage AWS services directly from Kubernetes - AWS Controllers'' + for Kubernetes (ACK)' + v1_locations: + - docs/kubernetes-operators-controllers.md + year: N/A +? https://awstip.com/monitoring-your-eks-cluster-with-the-power-of-prometheus-and-grafana-through-helm-%EF%B8%8F-1e8dc1ad5620 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029735.030426 + stars: 0 + title: 'awstip.com: Monitoring Your EKS Cluster with the Power of Prometheus and'' + Grafana through Helm' + v1_locations: + - docs/kubernetes-monitoring.md + year: N/A https://awstip.com/per-pod-pids-limit-on-eks-fe320638c7e9: - title: 'awstip.com: Per-pod PIDs limit on EKS' - year: N/A - stars: 0 + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779034101.564294 - content_hash: N/A + stars: 0 + title: 'awstip.com: Per-pod PIDs limit on EKS' v1_locations: - docs/managed-kubernetes-in-public-cloud.md -https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-autoscaling-coredns-pods: - description: '' year: N/A +https://awstip.com/refactor-terraform-code-with-moved-blocks-a-new-way-without-manually-modifying-the-state-5ed1d80ed53e: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032296.576179 + stars: 0 + title: 'awstip.com: Refactor Terraform code with Moved Blocks β€” a new way without'' + manually modifying the state' + v1_locations: + - docs/terraform.md + year: N/A +https://awstip.com/setting-up-aws-vpc-endpoint-connection-d4294d0c2204: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031401.301704 + stars: 0 + title: 'awstip.com: Setting Up AWS VPC Endpoint Connection' + v1_locations: + - docs/aws-networking.md + year: N/A +https://awstip.com/streamlining-aws-eks-cluster-volume-management-with-helm-and-terraform-ebs-csi-driver-78e1d51532ee: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034579.9631 + stars: 0 + title: 'awstip.com: Streamlining AWS EKS Cluster Volume Management with Helm and'' + Terraform: EBS CSI Driver + Self-Managed AddOn Option' + v1_locations: + - docs/terraform.md + year: N/A +https://awstip.com/this-code-works-autoscaling-an-amazon-eks-cluster-with-karpenter-part-1-3-40c7bed26cfd: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029132.443874 + stars: 0 + title: 'awstip.com: This Code Works! β€” Autoscaling An Amazon EKS Cluster with Karpenter'' + β€” Part 1/3' + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://awstip.com/uploading-files-to-s3-through-api-gateway-7bb78c0d0483: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031088.98477 + stars: 0 + title: 'awstip.com: Uploading files to S3 through API Gateway' + v1_locations: + - docs/aws-storage.md + year: N/A +? https://awstip.com/working-the-amazon-eks-immersion-workshop-chapter-1-deploying-a-microservices-application-in-a-9acae5df2f01 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032521.214936 + stars: 0 + title: 'awstip.com: Working The Amazon EKS Immersion Workshop β€” Chapter 1 β€” Deploying'' + A Microservices Application In A Kubernetes Cluster' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://awstrainingwithjagan.com/infrastructure-as-code-tool-comparison: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034046.240628 stars: 0 status: online - health_score: 100.0 - last_checked: 1779030436.618267 - content_hash: ef741514ed26af2dde2edd52c0ce262589be466b1cef85e6767189573d8109ff - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Details the introduction of native autoscaling capabilities for the - CoreDNS cluster DNS service inside Amazon EKS. Rather than relying on custom Horizontal - Pod Autoscalers or manual tuning, EKS automatically adjusts replica configurations - to protect cluster name resolution from traffic spikes. Ensures out-of-the-box - system availability. - language: English - resource_type: documentation - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Lifecycle Management - is_microservice: false - title: 'aws.amazon.com: Amazon EKS announces native support for autoscaling CoreDNS - Pods' -https://medium.com/ekino-france/kubernetes-addressing-private-ipv4-shortage-5-strategies-for-amazon-eks-1dc3df270ed8: - title: 'medium.com/ekino-france: Addressing private IPv4 shortage: 5 Strategies - for Amazon EKS' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030172.031345 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030718.789172 - content_hash: 88b5dfb59a3cfd2f07fa7e82ffb63367a0702b620f341bfbd1aece5d53e9c1f2 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Analyzes latency bottlenecks during container initialization caused - by large image pull steps. The post outlines the architecture of 'image prefetching' - patterns, leveraging daemonsets or custom Karpenter startup scripts to warm up - worker nodes with target container layers before runtime allocation. Critical - for latency-sensitive applications. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Performance - is_microservice: false - title: 'aws.amazon.com: Start Pods faster by prefetching images' -https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030856.957299 - content_hash: 83db0cadc7f355beea394124bab7da8d65964181b116b2ccc97720f903c90c87 + title: 'awstrainingwithjagan.com: Comprehensive Comparison of Top Infrastructure'' + as Code (IaC) Tools' v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' + - docs/iac.md v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: The official AWS guide to executing rolling upgrades on EKS Managed - Node Groups with zero-downtime guarantees. It details node drain strategies, maximum - unavailable parameters, and pod disruption considerations. This documentation - serves as the base reference blueprint for cluster updates. - language: English - resource_type: documentation - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Lifecycle Management - is_microservice: false - title: Updating a managed node group -https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks: - description: '' + - iac.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030346.351014 - content_hash: 1d4ad59350cc67eff5dfec59188fd3e158392377c3d5c2c6592492d9bc88758d - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Presents a strategic operational playbook for planning and executing - Kubernetes version upgrades on Amazon EKS clusters. It addresses schema deprecations, - API version migration strategies, and testing methodologies inside staging structures. - An essential read for ensuring update continuity. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Lifecycle Management - is_microservice: false - title: '==aws.amazon.com: Planning Kubernetes Upgrades with Amazon EKS==' -https://repost.aws/knowledge-center/eks-plan-upgrade-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032549.476086 +https://axway.com/digitize: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032762.256404 + stars: 0 + title: axway.com/digitize v1_locations: - - docs/managed-kubernetes-in-public-cloud.md + - docs/developerportals.md + year: N/A +https://aymen-abdelwahed.medium.com/k8s-operators-cis-benchmarks-8d7915d5cb2d: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033609.42302 + stars: 0 + title: 'aymen-abdelwahed.medium.com: K8s Operators β€” CIS Kubernetes Benchmarks' + v1_locations: + - docs/kubernetes-security.md + year: N/A +https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services-on-kubernetes-using-knative: + content_hash: a9b0c259e5aa41faffbc856cb00f29f24c329429183f192691c631a5c7a9574d + description: '' + health_score: 100.0 + last_checked: 1779029122.445965 needs_ai_refresh: true + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' - - '[GUIDE]' + title: 'aymen-segni.com: Deploying Serverless Services on Kubernetes using Knative' + v1_locations: + - docs/demos.md v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: A structured AWS Knowledge Center guide explaining step-by-step procedures - to minimize disruption during EKS control plane and data plane upgrades. It covers - validation checks, API compatibility, and dependency tracking (e.g., matching - the ECR credential helper and VPC CNI versions). Highly practical troubleshooting-oriented - runbook. - language: English - resource_type: guide - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Lifecycle Management - is_microservice: false - title: '==repost.aws: How do I plan an upgrade strategy for an Amazon EKS cluster?==' -? https://medium.com/scout24-engineering/how-did-we-upgrade-our-eks-clusters-from-1-15-to-1-22-without-k8s-knowledge-2c96c1a94cc1 -: title: 'medium.com/scout24-engineering: How did we upgrade our EKS clusters from - 1.15 to 1.22 without K8s knowledge?' + - demos.md year: N/A - stars: 0 +https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus: + content_hash: e09335b25974193e96967c209b30dbad4c9628a9475372d5d9e12536d4a4f3e2 description: '' health_score: 100.0 - last_checked: 1779032549.476086 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://marcincuber.medium.com/amazon-eks-upgrade-journey-from-1-24-to-1-25-e1bcccc2f384: - title: 'marcincuber.medium.com: Amazon EKS Upgrade Journey From 1.24 to 1.25' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029172.027822 - content_hash: 7aa05e3ee77dda098a89f44ce37d6c61c552283796e53a80518310ab6d414cc3 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://aws.amazon.com/blogs/containers/gitops-model-for-provisioning-and-bootstrapping-amazon-eks-clusters-using-crossplane-and-argo-cd -: description: '' - year: N/A + last_checked: 1779032076.708328 + needs_ai_refresh: true stars: 0 status: online - health_score: 100.0 - last_checked: 1779029172.027822 - content_hash: 7aa05e3ee77dda098a89f44ce37d6c61c552283796e53a80518310ab6d414cc3 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An advanced GitOps architectural pattern demonstrating the unification - of Crossplane and Argo CD on AWS. By leveraging Crossplane to declare AWS resources - as Kubernetes Custom Resources, teams can manage both physical EKS infrastructure - and application deployments through a single unified GitOps pipeline. Enhances - cloud control-plane convergence. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - GitOps - is_microservice: false - title: 'marcincuber.medium.com: Amazon EKS Upgrade Journey From 1.24 to 1.25' - EKS clusters using Crossplane and Argo CD==' -https://github.com/aws/eks-anywhere: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030348.097974 - content_hash: e017d64618df134463f427af7c51e4f3a9b5dfaa15994b3887fae3ee7b8fb9e3 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 2095 - gh_pushed: '2026-05-22T06:32:48Z' - ai_summary: An open-source tool that allows operators to easily create and run on-premises - Kubernetes clusters using the curated distribution of Amazon EKS. It brings EKS - lifecycle management tooling, security tooling, and optimization practices into - local bare-metal or VMware environments. Bridges hybrid cloud operations with - consistent tooling. - language: English - resource_type: repository - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Hybrid Cloud - is_microservice: false - title: 'EKS Anywhere: github.com/aws/eks-anywhere' -? https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030348.097974 - content_hash: e017d64618df134463f427af7c51e4f3a9b5dfaa15994b3887fae3ee7b8fb9e3 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' + title: 'aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus' + v1_locations: + - docs/demos.md v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: The GA announcement for Amazon EKS Anywhere, describing its initial - support matrix, licensing structure, and architectural goals. It explores how - platform operators can achieve consistent cluster management interfaces across - local data centers and public cloud clusters. A landmark shift in AWS's hybrid - cloud execution strategy. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Hybrid Cloud - is_microservice: false - title: 'EKS Anywhere: github.com/aws/eks-anywhere' - and Manage Kubernetes Clusters on Premises' -https://www.solo.io/blog/amazon-eks-anywhere-and-solo-istio: - description: '' + - demos.md year: N/A +https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform: + content_hash: c7c64a7b790756336b4a1fc75fd769248fec53613c326bc60faacaf3216a1e74 + description: '' + health_score: 100.0 + last_checked: 1779034101.598065 + needs_ai_refresh: true stars: 0 status: online - health_score: 100.0 - last_checked: 1779032884.353112 - content_hash: 5c15b337a3eb1c20f031877034eff77fe1f03760e293a67df2d717ab2d0eddd3 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Analyzes the integration of enterprise-grade Solo.io Istio setups with - Amazon EKS Anywhere. It details the setup of cross-environment service mesh networks - that span from local physical data centers into public AWS EKS. This enables unified - security policies, service discovery, and traffic shaping in hybrid clouds. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Service Mesh - is_microservice: true - title: 'solo.io: Connect Your Services Seamlessly with Amazon EKS Anywhere and Istio' -https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029985.055675 - content_hash: 63fc848d488a6d40828cabe52f3787d693567cf465714a802698d81e91b17609 + title: 'azapril.dev: Deploying a LogicApp with Terraform (Bonus: in an AzDO pipeline)' v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' + - docs/demos.md v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: The official comparison page mapping the functional differences, feature - matrices, and pricing structures of standard EKS versus EKS Anywhere. It clearly - details how control plane hosting, support SLA boundaries, and operating systems - differ across deployment models. A vital document for hybrid architecture planning. - language: English - resource_type: documentation - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Hybrid Cloud - is_microservice: false - title: 'anywhere.eks.amazonaws.com: Compare EKS Anywhere and EKS' -https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere: - description: '' + - demos.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029735.100053 - content_hash: c410409e32a0acab531be3266311f974891054066f34ce93953529714e90c8c6 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An introductory walkthrough from the AWS Container team illustrating - the step-by-step setup of EKS Anywhere clusters on VMware vSphere. It covers the - preparation of local hardware resources, networking topologies, and the use of - the `eksctl anywhere` CLI command. Highly practical starting guide for hybrid - trials. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Hybrid Cloud - is_microservice: false - title: 'aws.amazon.com: Getting started with Amazon EKS Anywhere' -https://gokulchandrapr.medium.com/amazon-eks-anywhere-eks-connector-600953aaa42d: - title: 'gokulchandrapr.medium.com: Amazon EKS Anywhere & EKS Connector' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029128.485128 +https://azeynalli1990.medium.com/15-best-practices-when-working-with-docker-720d2d8de202: content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://ambar-thecloudgarage.medium.com/eks-anywhere-decoding-the-architecture-fd2741b03e0a: - title: 'ambar-thecloudgarage.medium.com: EKS Anywhere., decoding the architecture.' - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779031693.837125 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://blog.techknowtrendz.com/taking-amazon-eks-anywhere-for-a-spin: - title: 'blog.techknowtrendz.com: Taking Amazon EKS Anywhere for a spin' - year: N/A + last_checked: 1779031882.667133 stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031979.543552 - content_hash: N/A + title: 'azeynalli1990.medium.com: 15 Best Practices when working with Docker' v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux: - description: '' + - docs/docker.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031499.372699 - content_hash: fa545655975483ee2adf7257706f142ba64ee9c0b033e91db3acd9640fa44775 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Details a zero-downtime, blue/green cluster upgrade strategy designed - for on-premises EKS Anywhere clusters. Leveraging the Flux GitOps controller, - this pattern automates the provisioning of parallel target cluster versions and - safe traffic shifts. Bridges GitOps automation with on-prem infrastructure orchestration - rules. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - GitOps - is_microservice: false - title: 'aws.amazon.com: Blue/Green Kubernetes upgrades for Amazon EKS Anywhere using - Flux' -https://github.com/aws/eks-distro: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031426.161972 - content_hash: 1d4ed3479bda4d77f443bde81755492b1a8fef12a2b80ae8efceaa16c44195a0 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 1457 - gh_pushed: '2026-05-12T14:46:59Z' - ai_summary: Amazon EKS Distro provides the exact open-source Kubernetes components, - patches, and dependencies validated by Amazon Web Services for its own managed - EKS clusters. Live Grounding verifies its role in letting teams run identical, - secure, and long-term-supported Kubernetes distributions locally or on non-AWS - nodes. Facilitates absolute platform consistency across physical and cloud clusters. - language: English - resource_type: repository - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS EKS - - Hybrid Cloud - is_microservice: false - title: ==aws/eks-distro== -https://medium.com/@jerome.decoster/kubernetes-eks-canary-deployment-1ef79ae89dfc: - title: 'medium: Kubernetes + EKS + Canary Deployment' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029056.353509 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://learn.microsoft.com/en-us/training/paths/intro-to-kubernetes-on-azure: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031548.497816 - content_hash: 1b93a2a37e8685e3ea55d03bb29870c22252a599bba6a345a0a09babf19d879d - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: The primary architectural learning path offered by Microsoft, designed - to introduce platform teams to Azure Kubernetes Service (AKS). It details container - register integration, core networking layouts, and standard Microsoft Entra ID - authentication configurations. An excellent baseline instructional curriculum. - language: English - resource_type: documentation +https://azure-samples.github.io/aks-labs/docs/intro: + ai_summary: Microsoft's structured laboratory ecosystem designed to onboard engineers + to Azure Kubernetes Service (AKS). The content delivers a reliable, production-aligned + guide covering core infrastructure topics such as advanced networking, cluster + security integration, and enterprise scaling mechanics. complexity: Beginner + content_hash: b67f340e58722c1df72e778ded5bdfd1d2a14a15d56e02290d2cea1cdf44c10a + description: '' + health_score: 100.0 hierarchy: - Cloud Providers - - Azure AKS - - Learning Path - is_microservice: false - title: 'learn.microsoft.com: Introduction to Kubernetes on Azure' -https://azure.github.io/AKS-Construction: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034504.534387 - content_hash: d6517cc98d86319165824b8683ad6313a327152b3660a65e99784c937e1f7eed - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md + - Azure + - AKS + - Hands-on Labs + is_microservice: true + language: English + last_checked: 1779030561.641064 needs_ai_refresh: true + resource_type: Lab + stars: 0 status: online tags: - '[ENTERPRISE-STABLE]' - - '[GUIDE]' + title: AKS Labs - Introduction + v1_locations: + - docs/azure.md + - docs/istio.md + - docs/kubernetes-tutorials.md v2_locations: - - managed-kubernetes-in-public-cloud.md + - istio.md + - azure.md + - kubernetes-tutorials.md + year: N/A +https://azure.github.io/AKS-Construction: ai_summary: An interactive, wizard-based configuration tool hosted by the Microsoft Azure team to dynamically generate ARM/Bicep or Terraform files for building production-ready AKS environments. 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Explains how to leverage node selectors, taints, and tolerations - to isolate workloads. Perfect for separating compute-intensive microservices from - general services. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Scheduling - is_microservice: false - title: 'trstringer.com: Run Kubernetes Pods on Specific VM Types in AKS' -https://build5nines.com/terraform-create-an-aks-cluster: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031230.802676 - content_hash: 0025c969ad12b564e33e740a0f650d0fbaabe174629c488fa3bc06651da1506d - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - - docs/terraform.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - - terraform.md - ai_summary: Step-by-step walkthrough explaining the provisioning of fully functioning - AKS clusters using Terraform HCL. Provides modular templates containing standard - configurations for nodes, subnets, and identity profiles. Excellent for starting - GitOps infrastructure-as-code patterns. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Infrastructure as Code - is_microservice: false - title: 'build5nines.com: Terraform: Create an AKS Cluster 🌟' -https://github.com/dfrappart/articles/blob/master/podidentityjourney.md: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034482.275325 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 6 - gh_pushed: '2021-10-28T08:37:04Z' - ai_summary: Historical journal covering the implementation of Azure AD Pod Identity - to secure pod communication with Azure resources. Note that while this highlights - core security concepts, live grounding demonstrates this pattern has been succeeded - by Entra Workload Identity. - language: English - resource_type: article - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Security - is_microservice: false - title: 'github.com: AKS: Use AAD identity for pods and make your SecOps happy' -? https://mehmetozkaya.medium.com/deploying-net-microservices-to-azure-kubernetes-services-aks-and-automating-with-azure-devops-c50bdd51b702 -: title: 'mehmetozkaya.medium.com: Deploying .Net Microservices to Azure Kubernetes - Services(AKS) and Automating with Azure DevOps' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034482.275325 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://faun.pub/azure-kubernetes-service-aks-d1e71c7ecbe6: - title: 'faun.pub: How to implement Azure Kubernetes Service (AKS) in Cloud?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030285.081866 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a-statefulset-on-aks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030350.020128 - content_hash: 752f0ba14a43605e5329cbb80ca66cbf682adb312fe7e08e08ffef86e040dbad - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Practical resource detailing how to execute volume resizing inside AKS - StatefulSet templates without recreating resources. Outlines safe manual modifications - and PVC override protocols. Solves common stateful storage expansion challenges. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Storage - is_microservice: false - title: 'adamrushuk.github.io: Increasing the volumeClaimTemplates Disk Size in a - Statefulset on AKS' -https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure-kubernetes-service-aks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031427.437446 - content_hash: 6cb5a271adde4e3f51ba64a52d0811175170b2d129054d1b90ccd96a5a36fd0a - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Technical walkthrough covering the instantiation of Windows Server node - pools inside hybrid AKS environments. Addresses container setup, active directory - domain joins, and specific scheduling parameters. Useful for legacy enterprise - .NET migrations. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Windows Containers - is_microservice: false - title: 'nillsf.com: Running Windows containers on the Azure Kubernetes Service (AKS)' -https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029509.365869 - content_hash: e59c68c602eecb34ea3e2115f6dd4d0b01fd3cda785e2335701377d3806d6e7d - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: In-depth guide addressing microservices application boundaries inside - AKS. Focuses on secure pod credentials, identity translation, and network segmentation - to limit horizontal attack paths. Vital resource for cluster security design. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Security - is_microservice: true - title: 'itnext.io: Running Your Microservices Securely on AKS' -https://blog.nillsf.com/index.php/2020/12/06/customize-core-dump-in-azure-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031556.509996 - content_hash: 75599517d09ad65ca28365562763da92c8e3105c6f1cd5dd776c7f2f4eee4334 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Advanced debugging guide outlining how to customize Linux core dump - generations on AKS nodes. Explains node configurations, file mounting steps, and - safe extraction of system-level crash dumps for deep application analysis. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Troubleshooting - is_microservice: false - title: 'blog.nillsf.com: Customize core dump in Azure Kubernetes' -https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf2ba00c: - title: 'medium: Secure your Microservices on AKS β€” Part 2 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030787.586878 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://www.zartis.com/minimizing-costs-aks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030610.717173 - content_hash: f66a0cbc1089955a96c4fe2d050f9971f23f1e744f1b419935b1074c5f081280 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: FinOps-centric strategy guide detailing actionable ways to minimize - AKS resource costs. Covers Spot VM integrations, autoscaler tuning, node pool - start/stop patterns, and fine-tuning pod CPU and memory requests to prevent cluster - over-provisioning. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Cost Optimization - is_microservice: false - title: 'zartis.com: How To Save A Fortune On Azure Kubernetes Service' -https://itnext.io/aks-performance-limit-ranges-8e18cbebe351: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029640.68236 - content_hash: 9f7fd897630dd03e5af0cfc0f3817321d4a88dd2e163a6bdc3afef82c918a418 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Technical article examining the configuration of LimitRanges in AKS - namespaces. Demonstrates how setting default container resource requests prevents - multi-tenant environments from experiencing noisy neighbor syndromes or complete - node exhaustion. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Performance - is_microservice: false - title: 'itnext.io: AKS Performance: Limit Ranges' -https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779b647deb5: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033575.305664 - content_hash: 7c401573ddc50072ec34476da91a6934189e171d592795a3eac4f65bb6ef9fa7 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Integration guide detailing ingress design utilizing Azure Application - Gateway (AGIC) with AKS. Explains L7 load balancing, SSL termination, and Azure - Web Application Firewall (WAF) integration. Provides highly secure, managed access - profiles. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: 'itnext.io: Kubernetes Ingress on Azure using the Application Gateway' -https://joachim8675309.medium.com/aks-with-grpc-and-ingress-nginx-32481a792a1: - title: 'joachim8675309.medium.com: AKS with GRPC and ingress-nginx' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031341.324876 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-management: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030787.714207 - content_hash: 46d9ce21fcb15f87edb3c27061f2d13ed9029307aad80d524581d0f41da5cb85 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Press analysis detailing Microsoft's strategic efforts to reduce Kubernetes - operational complexities. Explains their engineering initiatives on hybrid management - through Azure Arc, ecosystem tool integrations, and the simplification of AKS - management planes. - language: English - resource_type: article - complexity: Beginner - hierarchy: - - Cloud Providers - - Azure - - Ecosystem Strategy - is_microservice: false - title: 'thenewstack.io: Microsoft’s Practical Approach to Kubernetes Management' -https://medium.com/geekculture/aks-with-calico-network-policies-8cdfa996e6bb: - title: 'medium: AKS with Calico Network Policies' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032345.56224 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032620.471584 - content_hash: 66694b34be6bc84e5f3a9272573be6ff056c6ae9fc6f6d06afd633863c058fc3 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Detailed technical framework for deploying completely network-isolated - AKS clusters. Walks through outbound proxy paths, Azure Firewall integrations, - and user-defined routing (UDR) controls. Essential reading for secure bank or - government cloud architectures. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: 'itnext.io: Network Isolated AKS β€” Part 1: Controlling network traffic' -https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032179.783261 - content_hash: 9795ffd7dca5f59cd62c7f5d97e36ba5fe480ce207992811e7389158bf3aacc9 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Architectural breakdown of the performance gains of running Calico eBPF - on AKS. Explains how the eBPF data plane bypasses traditional IPTables limits, - offering superior routing performance, direct packet insights, and reduced resource - footprint. - language: English - resource_type: article - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: 'thenewstack.io: Turbocharging AKS Networking with Calico eBPF' -? https://carlos.mendible.com/2021/08/02/aks-persistent-volume-claim-with-an-azure-file-storage-protected-with-a-private-endpoint -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032179.783261 - content_hash: 9795ffd7dca5f59cd62c7f5d97e36ba5fe480ce207992811e7389158bf3aacc9 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Hands-on guide to configuring Persistent Volume Claims in AKS bound - to Azure Files storage via secure Private Endpoints. Eliminates public access - vectors to storage targets, enhancing data sovereignty and meeting enterprise - compliance baselines. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Storage - is_microservice: false - title: 'thenewstack.io: Turbocharging AKS Networking with Calico eBPF' - protected with a Private Endpoint' -https://joachim8675309.medium.com/istio-service-mesh-on-aks-1b6ed16f6890: - title: 'joachim8675309.medium.com: AKS with Istio Service Mesh' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033205.845614 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://www.optisolbusiness.com/insight/implementing-microservices-architecture-in-aks: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033435.881533 - content_hash: 14116bb4d9f3c301f7095566641b6f26daf97b7bd0c3f1d81cb8c9a488c02697 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Introduction to shifting monolithic platforms to decentralized microservices - topologies within AKS. Highlights container separation, database patterns, API - gateway configurations, and key cluster operations. Best for project planners - and system designers. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Microservices Architecture - is_microservice: true - title: 'optisolbusiness.com: Implementing Microservices Architecture in AKS' -https://blog.kasten.io/aks-and-storage-how-to-design-storage-for-cloud-native-applications: - title: 'blog.kasten.io: AKS and Storage: How to Design Storage for Cloud Native - Applications' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032884.363278 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://blog.kasten.io/aks-and-storage-performance-differences-among-kubernetes-storage-services: - title: 'blog.kasten.io: AKS and Storage: Performance Differences Among K8s Storage - Services' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029340.906799 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/microsoftazure/aks-different-load-balancing-options-for-a-single-cluster-when-to-use-what-abd2c22c2825: - title: 'medium: AKS β€” different load balancing options. When to use what?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030295.738259 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/microsoftazure/going-multicloud-with-kubernetes-and-azure-front-door-f34a2f39068a: - title: 'medium: Going multicloud with kubernetes and Azure Front Door' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031181.217181 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://docs.cloudblue.com/cbc/20.5/premium/content/Deployment-of-Product-to-Azure-Cloud-Guide/Deploying-AKS-Cluster-with-Custom-IP-Ranges.htm -: description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031181.217181 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Technical reference for deploying AKS clusters with specific, custom - IP ranges via ARM Templates. While modern architectures have transitioned to Bicep - or Terraform, this offers structural networking reference configurations for legacy - templates. - language: English resource_type: documentation - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Infrastructure as Code - is_microservice: false - title: 'medium: Going multicloud with kubernetes and Azure Front Door' - template)' -https://azurecloudai.blog/2019/09/27/deploy-azure-kubernetes-service-aks-to-a-preexisting-vnet: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779031827.30087 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - content_hash: 5d14b2dc03dadca8119588932b102e1f5ed361f90524093ca50abddd947d2843 - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Walkthrough outlining the installation of AKS inside preexisting VNET - topologies. Examines subnet sizing requirements, routing controls, and enterprise - boundary setups. Helpful for aligning AKS with pre-configured network constraints. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: 'azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting - VNET' -https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030578.504028 - content_hash: bb567376cc805646c9671f013df254aec70bdc787172db4639590d669457018e - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Tigera-published analysis showing direct performance gains when enabling - Calico eBPF networking inside AKS. Contrasts packet processing throughput and - latency metrics against standard IPTable configurations. Recommended for low-latency - microservice architectures. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: 'tigera.io: Turbocharging AKS networking with Calico eBPF' -https://akhilsharma.work/how-to-list-azure-rbac-roles-to-secure-aks-clusters: - title: 'akhilsharma.work: How to list Azure RBAC Roles to Secure AKS Clusters' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034167.428869 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032519.03733 - content_hash: 85284478fba67b92a5d244c83940f83f8f2f6c0e3399485d3ffc786499199d8e - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Technical guide showing how to set up pod-to-pod network encryption - in AKS using Calico WireGuard with Azure CNI. Discusses how to configure high-performance, - secure cross-pod tunnels without the complex setups of traditional IPSec mesh - architectures. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: 'tigera.io: Calico WireGuard support with Azure CNI' -https://logz.io/blog/windows-kubernetes-nodes-aks-metrics: - title: 'logz.io: Collecting Metrics from Windows Kubernetes Nodes in AKS 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030739.132518 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://dev.to/christle/moving-azure-functions-from-aks-to-container-apps-k60: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030869.931964 - content_hash: 7b4c2b6080ebf31acbf9604c46f89ccd0bae306eb80646342b84a3d1d73812ce - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Comparative guide detailing migration of Azure Functions from AKS environments - to serverless Azure Container Apps (ACA). Focuses on scaling efficiencies using - KEDA, reduction of cluster management overhead, and resource cost structures. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Migration - is_microservice: false - title: 'dev.to: Moving Azure Functions from AKS to Container Apps' -https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031507.291745 - content_hash: 33a7d9af331c14c8a15d44714588dc2a66220863564d3447c926a26f81a35ea0 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Getting started guide for provisioning Windows Container pools on AKS. - Details networking adjustments, pod YAML configurations, and active directory - credential settings. Valuable for platform engineering teams managing legacy enterprise - applications. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Windows Containers - is_microservice: false - title: 'dev.to: Getting started with Windows Containers on Azure Kubernetes Service' -https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas-en-lugar-de-eliminarlas: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034477.840612 - content_hash: e1b1083fb9d431183fe9248bbf6dd5a46942ec9fec74456aace57ba0ddad0edf - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Technical guide explaining how to scale down AKS node pools by deallocating - (stopping) virtual machines rather than deleting them, preserving their state - for faster scale-ups. [SPANISH CONTENT] - language: Spanish - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Cost Optimization - is_microservice: false - title: 'returngis.net: Desescalar nodos de AKS apagando las mΓ‘quinas en lugar de - eliminarlas' -https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duckdns-in-akskubernetes-2jd1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029509.241477 - content_hash: e1cd9d080291bdbb8dd63d6d3518445b7e5764238c66ee91b3679144c47c280f - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Step-by-step lab tutorial for establishing dynamic public DNS routing - on AKS using DuckDNS, Nginx Ingress, and automatic TLS configurations with cert-manager. - Ideal for setting up proof-of-concept projects or budget sandbox clusters. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: 'dev.to/javiermarasco: HTTPs with Ingress controller, cert-manager and DuckDNS - (in AKS/Kubernetes)' -https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033805.67118 - content_hash: fd08bf27b098652b7aa54f3788725045714bb79079899a0324e0c5875e08e9d1 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true tags: - '[ENTERPRISE-STABLE]' - - '[LEGACY]' + title: Azure Updates AKS 🌟 + v1_locations: + - docs/azure.md + - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md - ai_summary: Highly structured guide demonstrating how to use Terraform to set up - Azure AD Workload Identity on AKS. Explains how to establish federation credentials - between Kubernetes service accounts and Azure AD, successfully replacing deprecated - pod identity methods. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Security - is_microservice: false - title: '==dev.to: Implement Azure AD Workload Identity on AKS with terraform==' -https://medium.com/kocsistem/installation-internal-nginx-ingress-for-a-private-aks-cluster-7b6386492d56: - title: 'medium.com/kocsistem: Installation Internal Nginx Ingress for a Private - AKS Cluster' year: N/A - stars: 0 +https://azure.microsoft.com/en-us/updates/azure-virtual-network-manager-topology-view-now-generally-available: + content_hash: cd2d434082831561bcde20fe7922d38a408f0a0daf7e3044c019bb576eba1941 description: '' health_score: 100.0 - last_checked: 1779031785.276607 - content_hash: fe939183cc0296d75fc4e5b5f24d8bddd285f4ff5fbedab309831b528f8e8eee - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview -: description: '' - year: N/A + last_checked: 1779029093.712788 stars: 0 status: online - health_score: 100.0 - last_checked: 1779031785.276607 - content_hash: fe939183cc0296d75fc4e5b5f24d8bddd285f4ff5fbedab309831b528f8e8eee + title: '==azure.microsoft.com: Azure Virtual Network Manager topology view now generally'' + available==' v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Overview of 'Bring Your Own CNI' patterns in AKS. Explains how platform - teams can provision bare control planes to manually deploy customized network - providers (such as tailored Cilium or Calico engines) to meet unique compliance - requirements. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: 'medium.com/kocsistem: Installation Internal Nginx Ingress for a Private - with Azure Kubernetes Service (AKS) (PREVIEW)' -https://joachim8675309.medium.com/externaldns-with-aks-azure-dns-941a1804dc88: - title: 'joachim8675309.medium.com: ExternalDNS with AKS & Azure DNS' + - docs/azure.md year: N/A - stars: 0 +https://azure.microsoft.com/en-us/updates/generally-available-azure-bastion-shareable-links: + content_hash: 349763fbbf24cfba726efb16e2396afabac9a18aaecdeb83507f3dfbd4681276 description: '' health_score: 100.0 - last_checked: 1779030248.433166 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://medium.com/dzerolabs/kubernetes-saved-today-f-cked-tomorrow-a-rant-azure-key-vault-secrets-%C3%A0-la-kubernetes-fc3be5e65d18 -: title: 'medium.com/dzerolabs: Accessing Azure Key Vault Secrets in Azure Kubernetes - with Secrets Store CSI Driver 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030248.433166 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-documentation-scripts: - description: '' - year: N/A + last_checked: 1779034191.124009 stars: 0 status: online - health_score: 100.0 - last_checked: 1779030200.256269 - content_hash: 4536998fca46030450af3ece6eba66e296bd6fcba5283a46065aa41d97f7675c + title: 'Generally available: Azure Bastion now support shareable links' v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Detailed exploration of Microsoft's AKS Enterprise Landing Zone architectures - and provisioning templates. Provides a structured overview of design patterns - for security, hub-spoke peering, and compliance boundaries in regulated enterprise - clouds. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Enterprise Strategy - is_microservice: false - title: '==buchatech.com/2022: A Guide to Navigating the AKS Enterprise Documentation - & Scripts== 🌟🌟' -https://dev.to/thenjdevopsguy/monitoring-aks-with-prometheus-and-grafana-9o8: - description: '' + - docs/azure.md year: N/A +? https://azure.microsoft.com/en-us/updates/generally-available-azure-blob-storage-cold-tier-support-on-change-feed-and-object-replication +: content_hash: 54e5a5ada010e6f05df7e9e8126be708bd485bc2cc7137dc0c97f9ead497a79d + description: '' + health_score: 100.0 + last_checked: 1779029531.698732 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029711.89031 - content_hash: ccf500d2df5a4e3eb0f595d42096d5a6559be6942cf9e6787b6caeef00b5cff1 + title: 'azure.microsoft.com: Generally available: Azure Blob Storage Cold Tier support'' + on Change Feed and Object Replication' v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Hands-on guide to implementing monitoring on AKS using Prometheus and - Grafana. Explains how to deploy scraping targets, configure local metric storage, - and design dashboards independent of Azure Monitor. Perfect for teams wanting - a unified multi-cloud observability stack. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Observability - is_microservice: false - title: '==dev.to/thenjdevopsguy: Monitoring AKS With Prometheus and Grafana== 🌟' -https://isovalent.com/blog/post/azure-cni-cilium: - description: '' + - docs/azure.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033770.607475 - content_hash: 015056b58c92a49cf86eb955140af37a699079c6d5e70e414c96a9056682346e - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Release announcement detailing Azure CNI Powered by Cilium. Explains - how this integration pairs Microsoft's virtual network control plane with Cilium's - high-performance eBPF data plane for advanced routing and security policies. Marks - a significant milestone in native AKS networking. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - Azure - - Networking - is_microservice: false - title: '==isovalent.com: Announcing Azure CNI Powered by Cilium==' -https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029128.491913 - content_hash: 476431448e3cf73779ebc42bb76b5c3feaa716c18450d27887e01a39d95b5e9e - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Detailed guide on using Managed Identities to access secrets in Azure - Key Vault (AKV) from AKS. Explains how to configure the Secrets Store CSI Driver - to securely mount sensitive parameters directly into container workloads without - exposing secret strings in files. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Security - is_microservice: false - title: '==dev.to: Access Secrets in AKV using Managed identities for AKS== 🌟' https://azure.microsoft.com/en-us/updates/private-preview-aks-backup: - title: '==azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup== - 🌟' - year: N/A - stars: 0 + content_hash: 788a8d952656e5496bf5d13320f626d7ca7752ce33ef2446975684630234583b description: '' - status: online health_score: 100.0 - last_checked: 1779032369.844566 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md + last_checked: 1779032499.621224 review_metadata: original_url: https://azure.microsoft.com/en-us/updates/private-preview-aks-backup proposed_url: NONE reason: 'High-Value Protection: generic_redirect_loss' timestamp: '2026-05-18T18:54:54.997325' - content_hash: 47d2a515ef2f05b87d688656286a61e4f743da4b878684c7654969db17711c40 -? https://medium.com/@gjoshevski/reduce-the-cost-of-running-aks-cluster-by-leveraging-azure-spot-vms-70-and-more-e917f568c3b9 -: title: '==medium.com/@gjoshevski: Reduce the cost of running AKS cluster by leveraging - Azure Spot VMs| 70% and more== 🌟🌟' - year: N/A stars: 0 + status: online + title: '==azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup=='' + 🌟' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://azure.microsoft.com/en-us/updates/sftp-support-for-azure-blob-storage-now-generally-available: + content_hash: 43788bbb19bdc3d0e0e1a644aad064e0c615697eff80db65c668cad3966da0ba description: '' health_score: 100.0 - last_checked: 1779032369.844566 - content_hash: 47d2a515ef2f05b87d688656286a61e4f743da4b878684c7654969db17711c40 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592 -: description: '' - year: N/A + last_checked: 1779034066.542028 + needs_ai_refresh: true stars: 0 status: online - health_score: 100.0 - last_checked: 1779032369.844566 - content_hash: 47d2a515ef2f05b87d688656286a61e4f743da4b878684c7654969db17711c40 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' + title: 'azure.microsoft.com: Generally available: SFTP support for Azure Blob Storage' + v1_locations: + - docs/azure.md v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Incident response case study details diagnostic processes used to recover - a crashed AKS cluster. Walks through API troubleshooting, control plane investigations, - and network connectivity repairs. Offers valuable real-world context for post-mortem - recovery planning. - language: English - resource_type: blog + - azure.md + year: N/A +https://azure.microsoft.com/es-es/pricing/details/kubernetes-service: + content_hash: d8ad747898a2d9886cba439592494b5872aed4b5c61ff8e95bc932fa7075bb7c + description: '' + health_score: 100.0 + last_checked: 1779033994.618907 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Azure Kubernetes pricing + v1_locations: + - docs/public-cloud-solutions.md + v2_locations: + - public-cloud-solutions.md + year: N/A +https://azure.microsoft.com/services/chaos-studio: + content_hash: 67871824337f3c8cf237064990fc07d9a0ff7d444b59565748377de97a1bdd50 + description: '' + health_score: 100.0 + last_checked: 1779030760.287403 + stars: 0 + status: online + title: Azure Chaos Studio + v1_locations: + - docs/chaos-engineering.md + year: N/A +https://azure.microsoft.com/services/container-apps: + content_hash: 63a918810fe9081bda21710bbb0ac48d023e55606b716269e053924d50e4dd82 + description: '' + health_score: 100.0 + last_checked: 1779029658.863618 + stars: 0 + status: online + title: Azure Container Apps + v1_locations: + - docs/azure.md + year: N/A +https://azure.microsoft.com/services/devops: + content_hash: cab5d76c655c345a99d8bd339c33c9a00b511678e8807fa2e427a012dcdf0e6f + description: '' + health_score: 100.0 + last_checked: 1779030635.108076 + stars: 0 + status: online + title: Azure DevOps 🌟 + v1_locations: + - docs/azure.md + - docs/devops.md + - docs/jenkins-alternatives.md + year: N/A +https://azurearcjumpstart.io: + content_hash: 22a467a8cc968ed9275238d39361d427819bc71676e9b8feb92ba423d1e22ad7 + description: '' + health_score: 100.0 + last_checked: 1779031085.111681 + stars: 0 + status: online + title: azurearcjumpstart.io + v1_locations: + - docs/azure.md + year: N/A +https://azurecharts.com: + content_hash: 8ac624b83a3beffb54b9bfecdbee5a782abee306ebd3219debcddbae944af2cd + description: '' + health_score: 100.0 + last_checked: 1779032977.450254 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==azurecharts.com: Azure Charts==' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://azurecharts.com/learning: + content_hash: b07d78ef01c631998c3c3a2e024a402d919c8df17621bfb32eccf79ece0dd13b + description: '' + health_score: 100.0 + last_checked: 1779031356.395594 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==azurecharts.com/learning: Azure Learning Explorer==' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://azurecloudai.blog/2019/09/27/deploy-azure-kubernetes-service-aks-to-a-preexisting-vnet: + ai_summary: Walkthrough outlining the installation of AKS inside preexisting VNET + topologies. Examines subnet sizing requirements, routing controls, and enterprise + boundary setups. Helpful for aligning AKS with pre-configured network constraints. complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Troubleshooting - is_microservice: false - title: '==azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup== - what I did to get it back to life' -? https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments -: description: '' - year: N/A - stars: 0 - status: online + content_hash: 5d14b2dc03dadca8119588932b102e1f5ed361f90524093ca50abddd947d2843 + description: '' health_score: 100.0 - last_checked: 1779032369.844566 - content_hash: 47d2a515ef2f05b87d688656286a61e4f743da4b878684c7654969db17711c40 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: AWS Container Blog technical post showing how to orchestrate multi-cluster - and multi-region deployments using AWS CDK. Demonstrates declarative CD pipelines, - traffic management, and code configurations for reliable, global application synchronization. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Cloud Providers - - AWS - - Continuous Deployment - is_microservice: false - title: '==azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup== -? https://blog.coffeeapplied.com/securing-aks-in-peered-virtual-networks-using-only-network-security-groups-nsgs-c43d6a215f32 -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032369.844566 - content_hash: 47d2a515ef2f05b87d688656286a61e4f743da4b878684c7654969db17711c40 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Technical guide detailing how to secure peered virtual networks in AKS - using only Network Security Groups (NSGs). Explains how to block unauthorized - lateral traffic in hub-and-spoke models without the cost overhead of deploying - Azure Firewall. - language: English - resource_type: blog - complexity: Advanced hierarchy: - Cloud Providers - Azure - Networking is_microservice: false - title: '==azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup== - network security groups (NSGs)' -https://medium.com/@vamsi.lakshman/overview-of-azure-kubernetes-services-networking-models-e3ca0591aebe: - title: 'medium.com/@vamsi.lakshman: Overview of Azure Kubernetes Services Networking - Models' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029176.399118 - content_hash: 47c5cb681939fb75f04c13da24ebe3ffcae9c4b695f29f5c1bd887094430f257 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - status: online -https://learn.microsoft.com/en-us/azure/aks/rdp: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031577.907179 - content_hash: c2edafa52cbd6e3ad13b3ddee0b98ca4735bb041214e2d54be43035f428e635a - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Official Microsoft guide to establishing secure RDP connections to Windows - Server nodes on AKS for troubleshooting and maintenance. Explains the step-by-step - setup of helper pods, bastions, and security groups to allow safe low-level OS - debugging. language: English - resource_type: documentation - complexity: Intermediate - hierarchy: - - Cloud Providers - - Azure - - Troubleshooting - is_microservice: false - title: 'learn.microsoft.com: Connect with RDP to Azure Kubernetes Service (AKS) - cluster Windows Server nodes for maintenance or troubleshooting' -https://medium.com/credera-engineering/how-to-blue-green-deploy-an-aks-cluster-ab8f6a2cea9a: - title: '==medium.com/credera-engineering: How to blue-green deploy an AKS cluster==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030608.690245 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certificates-from-azure-keyvaults-17o1: - description: '' - year: N/A + last_checked: 1779031827.30087 + resource_type: blog stars: 0 status: online - health_score: 100.0 - last_checked: 1779033280.663268 - content_hash: 8cdbfe8e4d607fd9fae3549bf6e2917993cf7ec59b23f77fdf8c85e74c65e91f - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' - - '[GUIDE]' + title: 'azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting'' + VNET' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md v2_locations: - managed-kubernetes-in-public-cloud.md - ai_summary: Details the structural mapping required to link AKS with Azure Key Vault - using the Secrets Store CSI Driver. Synthesizes community configurations with - security best practices, highlighting pod-identity integration, dynamic secret - rotation, and declarative YAML definitions to replace static inline environment - variables. - language: en - resource_type: Guide - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Security and Secret Management - is_microservice: false - title: 'community.ops.io: Configuring AKS to read secrets and certificates from - Azure KeyVaults' -https://medium.com/@danieljimgarcia/the-application-gateway-ingress-controller-is-broken-6aa9eb229881: - title: '==medium.com/@danieljimgarcia: The Application Gateway Ingress Controller - is broken== 🌟' year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030299.706455 +https://azuredevopsdemogenerator.azurewebsites.net: content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://medium.com/@ershivamgupta/disaster-recovery-solution-for-azure-kubernetes-service-aks-persistent-volume-storage-f2b3d2aafcf4 -: title: 'medium.com/@ershivamgupta: Disaster Recovery Solution for Azure Kubernetes - Service (AKS) Persistent Volume Storage 🌟' - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779030299.706455 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://github.com/OvidiuBorlean/kubectl-windumps: - description: '' - year: N/A + last_checked: 1779031618.118826 stars: 0 - health_score: 100.0 - last_checked: 1779032587.314992 - content_hash: 9765ffb4071f20a0203be3264c8b7e61ad18197ad7aba14270730d0d3bafe1ba + title: Azure DevOps Demo Generator 🌟 v1_locations: - - docs/kubernetes-tools.md - - docs/managed-kubernetes-in-public-cloud.md + - docs/demos.md + year: N/A +https://azuredevopslabs.com: + content_hash: c754c07a95cb1205d0d4762b56c17d44b73ba52f07ecf6af149148addb3af12b + description: '' + health_score: 100.0 + last_checked: 1779029710.88901 needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - - kubernetes-tools.md - ai_summary: A specialized kubectl plugin facilitating raw packet capturing on AKS - Windows worker nodes. Live grounding indicates the repository has been inactive - for over four years, yet it remains a valuable conceptual reference for troubleshooting - deep TCP/IP anomalies on legacy Windows container deployments. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Troubleshooting and Diagnostics - is_microservice: false - title: github.com/OvidiuBorlean/kubectl-windumps -https://www.infoq.com/news/2023/03/aks-edge-essentials-ga: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779029459.996236 - content_hash: aaab4378c1b8cd53223f42e8dd071a25781b6c75e70dbabea3a340750830ee20 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' + title: Azure DevOps Labs 🌟 + v1_locations: + - docs/git.md v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Outlines Microsoft's strategy for running Kubernetes at the resource-constrained - edge via AKS Edge Essentials. Synthesizes early product announcements with actual - deployment frameworks, detailing how Arc-enabled management simplifies lightweight - Windows-and-Linux IoT orchestrations. - language: en - resource_type: News - complexity: Intermediate - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Edge Computing - is_microservice: false - title: 'infoq.com: Microsoft Brings Kubernetes to the Edge with AKS Edge Essentials' + - git.md + year: N/A https://azuredevopslabs.com/labs/vstsextend/kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032346.571768 - content_hash: 91025a3a6ee4bb334342c26b0871f5dc558844e4c996fe0300d9429590821487 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md ai_summary: A guided hands-on lab explaining multi-container deployment pipelines on AKS utilizing Azure DevOps. Details continuous deployment loops, packaging application layers via Helm charts, and managing network routing parameters for multi-tier microservice structures. - language: en - resource_type: Guide complexity: Intermediate + content_hash: 91025a3a6ee4bb334342c26b0871f5dc558844e4c996fe0300d9429590821487 + description: '' + health_score: 100.0 hierarchy: - Public Cloud Providers - Azure Kubernetes Service (AKS) - CI/CD and Deployment is_microservice: true - title: '==azuredevopslabs.com: Deploying a multi-container application to Azure + language: en + last_checked: 1779032346.571768 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: '==azuredevopslabs.com: Deploying a multi-container application to Azure'' Kubernetes Services==' -https://www.danielstechblog.io/mitigating-slow-container-image-pulls-on-azure-kubernetes-service: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029140.142641 - content_hash: 08582882fa6ec212d3dfb1d361f50483db1808e6e5d81da955bcf3671749a26d v1_locations: - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://azuremarketplace.microsoft.com/en-us/marketplace/apps/gofireflyltd1705083203658.firefly: + content_hash: 7f886c4da30df37de13ca27a46961b2cb11ee0624f278ea4df3a6e78cb62084e + description: '' + health_score: 100.0 + last_checked: 1779032254.706985 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'azuremarketplace.microsoft.com: Firefly' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://azureviking.com/post/terraform-module-azure-dns-private-resolver: + content_hash: 65a79b46046db72c89d98e70e93991dde9a0c0969cbf8496b2509a3344e7cd6a + health_score: 100.0 + last_checked: 1779130494.958742 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md +https://azureviking.com/post/terraform-module-azurerm-alz-subnet: + content_hash: 4fd786a2114e54c8cb5455989a557fe34dffc7afbe64c1bb2250e608ce4e654f + health_score: 100.0 + last_checked: 1779130495.006905 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md +https://azureway.cloud/azure-container-apps-creating-using-terraform-part-1: + content_hash: ef4b9f024e2eeebbdf34c696ea3d19cf32a8cbfcd49ae6c6e939b95a9eec7097 + health_score: 100.0 + last_checked: 1779032680.323143 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Investigates mitigation patterns for cold-start latency issues associated - with large container image pulls in AKS. Examines dynamic caching, optimal Azure - Container Registry (ACR) alignment, and the deployment of advanced artifact streaming - features to maximize application scaling speeds. - language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Performance Optimization - is_microservice: false - title: 'danielstechblog.io: Mitigating slow container image pulls on Azure Kubernetes - Service' -https://grafana.com/blog/2023/04/07/scrape-azure-metrics-and-monitor-aks-using-grafana-agent: - title: '==grafana.com: Scrape Azure metrics and monitor AKS using Grafana Agent== - 🌟' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779031642.222409 v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - review_metadata: - original_url: https://grafana.com/blog/2023/04/07/scrape-azure-metrics-and-monitor-aks-using-grafana-agent - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:55.010536' - content_hash: N/A -? https://medium.com/microsoftazure/automating-managed-prometheus-and-grafana-with-terraform-for-scalable-observability-on-azure-4e5c5409a6b1 -: title: 'medium.com/microsoftazure: Automating Managed Prometheus and Grafana with - Terraform for scalable observability on Azure Kubernetes Service and Istio 🌟' - year: N/A - stars: 0 - description: '' + - docs/terraform.md +https://azureway.cloud/azure-container-apps-traffic-splitting-part-4: + content_hash: fdf558410487332b90abd7c51698d777788edc16ef106168d480d4297a79028c health_score: 100.0 - last_checked: 1779031642.222409 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-controller: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029439.564679 - content_hash: 9bc3e63a2c2205f740274577be1a03f22d6a64941e9c71b943b0945fc1d87d09 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md + last_checked: 1779032381.982556 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An in-depth configuration guide targeting NGINX Ingress controller annotations - and OAuth2 Proxy settings. Synthesizes ingress routing flows with OpenID Connect - (OIDC) identity providers to build secure, identity-aware application gateways - on AKS without modification of backend application code. - language: en - resource_type: Guide - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Security and Secret Management - is_microservice: true - title: 'kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications - in AKS With NGINX and OAuth2 Proxy' -? https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-cni-overlay-in-azure-kubernetes-service -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029439.564679 - content_hash: 9bc3e63a2c2205f740274577be1a03f22d6a64941e9c71b943b0945fc1d87d09 v1_locations: - - docs/managed-kubernetes-in-public-cloud.md + - docs/terraform.md +https://backstage.io: + content_hash: faddd69271fb3e5773f24b4401ad752b6ec464fe13b9a9d218170a284c721bc8 + description: '' + health_score: 100.0 + last_checked: 1779033823.752372 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Introduces the structural architecture of Azure CNI Overlay in AKS. - Demonstrates how this overlay network design solves severe IP address exhaustion - problems by decoupling the pod IP allocation space from the host VNet subnets, - allowing massive scale limits. - language: en - resource_type: News - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Networking - is_microservice: false - title: 'kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications - in Azure Kubernetes Service' -https://medium.com/@GiantSwarm/deep-dive-into-kubernetes-networking-in-azure-9f0e85e2ee34: - title: 'medium.com/@GiantSwarm: Deep Dive Into Kubernetes Networking in Azure' - year: N/A stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033735.318063 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-agic-para-aks: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034425.5234 - content_hash: 7103f8fc3fc32cffac9b070c21c4190dad9f2c5ea263f00c251df62477b71645 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' - - '[GUIDE]' + title: 'Backstage Developer Portal:' + v1_locations: + - docs/developerportals.md v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: 'Explica la configuraciΓ³n avanzada de mΓΊltiples instancias de Azure - Application Gateway mediante AGIC para segmentar trΓ‘fico en AKS. Detalla tΓ©cnicas - de aislamiento de rutas e Ingress classes para redes empresariales hΓ­bridas. - - - [SPANISH CONTENT]' - language: es - resource_type: Guide - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Networking - is_microservice: false - title: 'returngis.net: Configurar mΓ‘s de un Application Gateway con AGIC para AKS' -https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-nginx-controller-para-aks: - description: '' + - developerportals.md year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033785.641414 - content_hash: d8098279992c51f962027ff5f9a54d5997d316e80b181e0f2c9bc19fbe4c5566 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: 'Detalla la implementaciΓ³n hΓ­brida de un Application Gateway frontal - con reglas WAF junto a un controlador Nginx Ingress interno en AKS. Ideal para - configuraciones SSL multi-dominio con comodines y polΓ­ticas de mitigaciΓ³n OWASP. - - - [SPANISH CONTENT]' - language: es - resource_type: Guide - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Networking - is_microservice: false - title: 'returngis.net: Azure Application Gateway con WAF y wildcard + Nginx Controller - para AKS' -https://medium.com/@lfoster49203/kubernetes-on-azure-setting-up-a-cluster-on-microsoft-azure-with-azure-aks-d6bee3eaa65: - title: 'medium.com/@lfoster49203: Kubernetes on Azure: Setting up a cluster on Microsoft - Azure (with Azure AKS)' - year: N/A - stars: 0 +https://backup.docs.portworx.com: + content_hash: 53e7bacf27df49e27bfde528e3135903962ffdb798c263833d0be1ad94eb410a description: '' health_score: 100.0 - last_checked: 1779032539.912231 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/@pauldotyu/app-to-aks-with-draft-and-acorn-2d25f19649b7: - title: 'medium.com/@pauldotyu: Effortlessly Deploy to AKS with Open Source Tools - Draft and Acorn' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029144.21233 - content_hash: 6b1d59dd485d74befb82e853d42ed2bb4ae1ab462f38e421174f832d513be7e4 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - status: online -https://adamtheautomator.com/azure-kubernetes-service: - description: '' - year: N/A + last_checked: 1779034094.714128 stars: 0 status: online - health_score: 100.0 - last_checked: 1779034275.543171 - content_hash: 7bfdffdcb404ed51d6248eaa348bfbaf4d78576df0e3e360c31a6590f483e207 + title: 'PX-Backup: docs' v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An administrative deployment guide for initiating, scaling, and managing - AKS clusters via the Azure CLI and portal. Walks through foundational networking - profiles, node-pool scaling logic, and cluster validation techniques. - language: en - resource_type: Guide - complexity: Beginner - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Cluster Management - is_microservice: false - title: 'adamtheautomator.com: Getting Started with the Azure Kubernetes Service - (AKS)' -https://medium.com/adessoturkey/azure-devops-agents-on-aks-with-kaniko-option-f672f900a177: - title: 'medium.com/adessoturkey: Azure DevOps Agents on AKS with the kaniko Option' + - docs/kubernetes-backup-migrations.md year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030574.239656 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://inder-devops.medium.com/aks-networking-deep-dive-kubenet-vs-azure-cni-vs-azure-cni-overlay-a51709171ce9: - title: '==inder-devops.medium.com: AKS Networking Deep Dive: Kubenet vs Azure-CNI - vs Azure-CNI (overlay)==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032699.165768 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://www.returngis.net/2023/05/desplegar-agic-en-aks-utilizando-workload-identity: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032972.804131 - content_hash: e68fd096398fe87cdd3e1fe4b776ba29cd646a2b1c8ce53308ee903932424686 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: 'GuΓ­a prΓ‘ctica para migrar el controlador de entrada AGIC de AKS hacia - Azure AD Workload Identity. Reemplaza el uso inseguro de secretos persistentes - con identidades federadas y cuentas de servicio con privilegios mΓ­nimos. - - - [SPANISH CONTENT]' - language: es - resource_type: Guide - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Security and Secret Management - is_microservice: false - title: 'returngis.net: Desplegar AGIC en AKS utilizando workload identity' -https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029421.465143 - content_hash: f653024769209d24c60c15527bffbfc7298957f2620d11c6c2293ab118ebd216 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Official architectural pattern for deploying AGIC (Application Gateway - Ingress Controller) in multi-tenant AKS cluster environments. Highlights namespace-level - ingress isolation, path-based load routing, and central SSL offloading models. - language: en - resource_type: Reference Architecture - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Networking - is_microservice: true - title: 'learn.microsoft.com: Use Application Gateway Ingress Controller (AGIC) with - a multitenant Azure Kubernetes Service' -https://www.returngis.net/2023/05/exponer-apis-en-aks-a-traves-de-azure-api-management: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034213.82864 - content_hash: 026e8cde04efa1199e15165471ed4fd202ad3600cccf41d1724a96fe4030d55d - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: 'Muestra cΓ³mo establecer de manera segura una capa de Azure API Management - (APIM) delante de un clΓΊster de AKS. Aborda la comunicaciΓ³n de red privada, el - uso de Ingress y el control granular de polΓ­ticas de consumo de API. - - - [SPANISH CONTENT]' - language: es - resource_type: Guide - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Networking - is_microservice: true - title: 'returngis.net: Exponer APIs en AKS a travΓ©s de Azure API Management' -https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033715.935874 - content_hash: ca53a942456b3a3b8566f784960078ec305ba1341e269bf00a541121aed8d922 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: The Cloud Adoption Framework (CAF) reference deployment guide for the - AKS Landing Zone Accelerator. Focuses on hub-and-spoke virtual networks, policy - governance, identity boundaries, and standard security Baselines required for - enterprise landing zones. - language: en - resource_type: Reference Architecture - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Cluster Management - is_microservice: false - title: '==learn.microsoft.com: AKS landing zone accelerator==' -https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030733.448319 - content_hash: 454783231f51efb855bdcec6f3693660fb4e5adca57942fa7ac0582d824d8882 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Provides a comprehensive getting started guide for AKS using modern - Infrastructure as Code with Terraform. Walks through cluster creation, ACR container - integrations, and primary routing configuration setups. - language: en - resource_type: Guide +https://baeke.info/2022/06/02/trying-out-draft-2-on-aks: + ai_summary: Evaluates features in Azure Draft v2 on a running AKS instance. Demonstrates + bootstrapping manual code, automated configuration outputs, and continuous build + integration tests on Azure. complexity: Intermediate - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Cluster Management - is_microservice: false - title: '==piotrminkowski.com: Getting Started with Azure Kubernetes Service== 🌟' -https://github.com/stephaneey/azure-and-k8s-architecture: description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031650.081365 - content_hash: e4724b9ff68ccdad9df2cf3fb9875306e0925154ddecd072b490d395590d10fc - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An open architecture repository featuring curated blueprints for running - production workloads on Azure and AKS. Demonstrates network security zone mapping, - private endpoint routing, and hub-spoke cluster topologies. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Cluster Management - is_microservice: false - title: '==github.com/stephaneey/azure-and-k8s-architecture: Azure and K8s Architecture== - 🌟' -https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/maps/apim.md: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030733.971041 - content_hash: 4f3e78b53277c141f9e7bbaf4e77417ed2687c8bbf4d68c71a54ec3455b7dcce - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - GUIDE - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: A deep architectural layout mapping API Management topologies to backend - AKS clusters. Synthesizes network routing scenarios (internal and external virtual - networks), DNS resolution, and security gateways for API-driven deployments. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Networking - is_microservice: true - title: 'azure-and-k8s-architecture: The API Management Architecture Map' -? https://github.com/stephaneey/azure-and-k8s-architecture/blob/main/networking/azure-kubernetes-service/east-west-traffic/east-west-shared-calico.md -: title: 'azure-and-k8s-architecture: East-West Traffic shared cluster and shared - responsibilities using Calico' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030733.971041 - content_hash: 4f3e78b53277c141f9e7bbaf4e77417ed2687c8bbf4d68c71a54ec3455b7dcce - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true -https://dinantpaardenkooper.nl/posts/aks-2024-03-18: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032080.688062 - content_hash: a36bdd755c3e6c65b58f749c0c4af6d33ba821ac7bcaa5307442db35ee039a71 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Provides community insights and event takeaways regarding advanced AKS - engineering, covering cloud scaling trends, managing internal mesh complexity - with Istio, and secure authentication models. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Cluster Management - is_microservice: false - title: 'dinantpaardenkooper.nl: Azure Day with Kubernetes' -https://www.youtube.com/watch?v=io_yBU7vhIo: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032108.803291 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: A video guide evaluating rapid deployment processes. Demonstrates using - Azure Draft to generate necessary Dockerfiles and manifest definitions directly - from code to build functional CI/CD loops with minimal overhead. - language: en - resource_type: Video - complexity: Beginner hierarchy: - Application Delivery - CI/CD and GitOps is_microservice: true - title: '==youtube: Day -25 | No Dockerfile, No K8s Manifests | Setup CI/CD in 5 - minutes for any programming language==' -https://medium.com/@anjkeesari/install-grafana-loki-stack-helmchart-in-azure-kubernetes-services-aks-1359281b3321: - title: 'medium.com/@anjkeesari: Install Grafana Loki-Stack Helmchart in Azure Kubernetes - Services (AKS)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034102.850118 - content_hash: 844677550e95cb07f3aa32e13c0d949b3b228252c8a05907e8c0274d49bc2bb2 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://pixelrobots.co.uk/2023/12/exploring-azure-kubernetes-services-node-autoprovision-a-deep-dive-into-the-latest-public-preview-feature -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034102.850118 - content_hash: 844677550e95cb07f3aa32e13c0d949b3b228252c8a05907e8c0274d49bc2bb2 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Deep dive into AKS Node Autoprovisioning (NAP) based on Karpenter technology. - Explains how the cluster dynamically provisions and optimizes worker node sizes - directly matching scheduling requirements, reducing unused resource allocations. language: en - resource_type: Article - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Cluster Management - is_microservice: false - title: 'medium.com/@anjkeesari: Install Grafana Loki-Stack Helmchart in Azure Kubernetes - A Deep Dive into the Latest Public Preview Feature==' -? https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-azure-aks-fluxcd-prometheus-cca3c5e61953 -: title: 'blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier - Project using Azure AKS, fluxCD, Prometheus, Grafana, and GitLab' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034102.850118 - content_hash: 844677550e95cb07f3aa32e13c0d949b3b228252c8a05907e8c0274d49bc2bb2 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://thenewstack.io/microsoft-takes-kubernetes-to-the-edge-with-aks-lite: - description: '' - year: N/A + resource_type: Guide stars: 0 status: online - health_score: 100.0 - last_checked: 1779029174.313453 - content_hash: aa5b3f484a026dddeebe93387a8abf9aeb2ed51bc970ecc253fac1facc36905a - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An industry report detailing AKS Lite (AKS Edge Essentials). Outlines - Microsoft's strategy to deploy lightweight Kubernetes clusters onto small-footprint - IoT hardware while keeping them linked via Azure Arc. - language: en - resource_type: News - complexity: Intermediate - hierarchy: - - Public Cloud Providers - - Azure Kubernetes Service (AKS) - - Edge Computing - is_microservice: false - title: 'thenewstack.io: Microsoft Takes Kubernetes to the Edge with AKS Lite' -https://cloud.google.com/kubernetes-engine: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033167.065234 - content_hash: adfa87302bf9829128390578b39b95c8228298e81fb42888b3d39fead84058b6 - v1_locations: - - docs/GoogleCloudPlatform.md - - docs/managed-kubernetes-in-public-cloud.md - - docs/matrix-table.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - - GoogleCloudPlatform.md - ai_summary: The main technical documentation page for GKE (Google Kubernetes Engine). - Details foundational and advanced options, covering Autopilot architecture, GKE - Datapath V2 routing, and multi-cluster orchestrations. - language: en - resource_type: Documentation - complexity: Beginner - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Cluster Management - is_microservice: false - title: Google Kubernetes Engine -https://github.com/darkbitio/gcp-iam-role-permissions: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032293.525554 - content_hash: 18f03b0eea1a415f2bdd5e91adfe79de85d61539f5b90de745e40edc37c687dd - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: An open-source tool analyzing and exporting detailed lists of GCP IAM - permissions and pre-defined roles. Highly beneficial for configuring least-privilege - Workload Identity bounds inside secure GKE environments. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Security and Secret Management - is_microservice: false - title: Fetches all Primitive and Predefined GCP IAM Roles -https://blog.doit-intl.com/how-to-setup-multi-cluster-load-balancing-with-gke-4b407e1f3dff: - title: 'blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033081.767708 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://codeburst.io/google-kubernetes-engine-logging-by-example-df6946dcba6b: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031982.889681 - content_hash: e43cc3f3e66a92fd71157fc9707f60d61e36ebcf315bbbdf8a35d6ec2e79ac7c - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: 'blog.baeke.info: Trying out Draft 2 on AKS' v2_locations: - managed-kubernetes-in-public-cloud.md - ai_summary: A practical exploration of structural application logging inside GKE - via Cloud Logging. Covers structured JSON formatting, log filtration techniques, - and exports for audit compliance tasks. - language: en - resource_type: Guide - complexity: Intermediate - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Observability and Monitoring - is_microservice: false - title: 'codeburst.io: Google Kubernetes Engine Logging by Example' -https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031613.439499 - content_hash: 91ab062a34817207eef1d782e37d6be6e96c39515f3c58d596fbdff9e3e0fe06 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Introduces GKE Multi-Cluster Services (MCS). Focuses on cross-cluster - discovery models that let disparate GKE instances interact securely without needing - complex overlay networks or manual endpoint syncing. - language: en - resource_type: News + year: '2022' +https://baeke.info/2022/11/24/aks-workload-identity-revisited: + ai_summary: Deep-dive analysis of Azure AD Workload Identity's internal mechanics + on AKS. Covers OIDC issuer configurations, federated identity setups, and the + mutation processes used to inject tokens. Essential reading for platform architects + implementing zero-trust identity policies. complexity: Advanced - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Networking - is_microservice: true - title: 'cloud.google.com: Discover and invoke services across clusters with GKE - multi-cluster services' -https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-autopilot: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030974.834425 - content_hash: 6b20bda219ee3bcbcecb348128c83a09d9ef18512037786ea633c69947f02ed3 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Announces the launch of GKE Autopilot. Discusses its billing models - based on active pod specifications and automated node scaling, shifting infrastructure - control tasks directly to Google SREs. - language: en - resource_type: News - complexity: Intermediate - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Cluster Management - is_microservice: false - title: 'Introducing GKE Autopilot: a revolution in managed Kubernetes 🌟' -https://techcrunch.com/2021/02/24/google-cloud-puts-its-kubernetes-engine-on-autopilot: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033141.687541 - content_hash: 547d921b6ecd1eaca6f0a01323f75ecd71d1278dcab598d343ce11fd3174ebeb - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: A commercial analysis of GKE Autopilot's introduction. Evaluates how - removing raw VM management options shifts operations tasks towards microservice - scaling and application value delivery. - language: en - resource_type: News - complexity: Beginner - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Cluster Management - is_microservice: false - title: 'techcrunch.com: Google Cloud puts its Kubernetes Engine on autopilot' -https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031945.74714 - content_hash: 04686b85c05ebbdfa2e3234fb4a3a71a0c47bd64502733a095c99c40909e93aa - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Examines industry trends towards hands-off Kubernetes management via - GKE Autopilot. Details benefits for small to medium enterprise environments looking - to cut container runtime operations costs. - language: en - resource_type: News - complexity: Beginner - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Cluster Management - is_microservice: false - title: 'zdnet.com: Google introduces GKE Autopilot for hands-off Kubernetes' -https://thenewstack.io/googles-new-autopilot-for-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033913.757704 - content_hash: 17055d2f2d921df4d5f951971a02b9755e93ea2789d0a4720ab898c79381ed2b - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Examines GKE Autopilot structural designs from an administrator point - of view. Explains differences in scaling strategies, pod sizing mechanics, and - embedded security parameters relative to traditional nodes. - language: en - resource_type: News - complexity: Intermediate - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Cluster Management - is_microservice: false - title: 'thenewstack.io: Google’s New β€˜Autopilot’ for Kubernetes' -https://medium.com/avmconsulting-blog/kubernetes-google-kubernetes-engine-gke-99abf912f912: - title: 'medium: How to provision Kubernetes Cluster in GCP Cloud (K8s)? 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030593.798095 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://faun.pub/how-to-automate-the-setup-of-a-kubernetes-cluster-on-gcp-e97918bf41de: - title: 'faun.pub: How to automate the setup of a Kubernetes cluster on GCP' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032922.412724 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -? https://seroter.com/2021/08/18/using-the-new-google-cloud-config-controller-to-provision-and-manage-cloud-services-via-the-kubernetes-resource-model -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032922.412724 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Detailed technical walk-through of the Google Cloud Config Controller. - Demonstrates how to leverage the Kubernetes Resource Model (KRM) to declare and - manage external GCP resources natively. - language: en - resource_type: article - complexity: advanced hierarchy: - Cloud Providers - - Google Cloud Platform - - Config Management + - Azure + - Security is_microservice: false - title: 'faun.pub: How to automate the setup of a Kubernetes cluster on GCP' - manage cloud services via the Kubernetes Resource Model' -https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot: - description: '' - year: N/A - stars: 0 + language: English + resource_type: blog + stars: 3 status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==blog.baeke.info: AKS Workload Identity Revisited==' + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2022' +https://bagas-awibowo.medium.com/helm-templating-network-policy-using-helm-783b2f7e401a: + content_hash: N/A + description: '' health_score: 100.0 - last_checked: 1779031396.095149 - content_hash: e4052d2844969e6b2f5ceef049338c19b4d2cbc1f63e9eb34120483a08709241 + last_checked: 1779033415.653962 + stars: 0 + title: '==bagas-awibowo.medium.com: Helm β€” Templating Network Policy using Helm==' v1_locations: - - docs/managed-kubernetes-in-public-cloud.md + - docs/kubernetes-networking.md + year: N/A +https://balajisblog.com/cheatsheet-for-bitbucket-pipelines: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034345.630406 + stars: 0 + title: 'balajisblog.com: Cheatsheet for Bitbucket Pipelines' + v1_locations: + - docs/cheatsheets.md + year: N/A +https://banksco.de/p/state-of-realtime-web-2016.html: + content_hash: 8f157b23cc92bb25e10c07151681864a0210129e688b47c2ba18ba5518354809 + description: '' + health_score: 100.0 + last_checked: 1779031215.901303 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Announces and reviews the engineering mechanics of GKE Autopilot Spot - Pods. Analyzes how fault-tolerant workloads can utilize dynamic pricing discounts - of up to 60-80% using automated Spot scheduling policies. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Cloud Providers - - Google Cloud Platform - - Cost Optimization - is_microservice: false - title: 'cloud.google.com: Announcing Spot Pods for GKE Autopilotβ€”save on fault tolerant - workloads' -https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kubernetes-with-gke-at-geotab: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779029844.400497 - content_hash: 68ae67a0219df2e0d6512977bbf014bc103c01a16f98347abd6f95fbab781caf - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Enterprise architectural case study outlining a multi-cluster GKE topology. - Explores ingress-routing, fleet management policies, and configuration synchronization - patterns for global-scale telemetry networks. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Cloud Providers - - Google Cloud Platform - - Multi-Cluster Architectures - is_microservice: false - title: 'cloud.google.com: How to do multi-cluster Kubernetes in the real worldβ€”one - GKE shop’s approach' -https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimization-insights-now-ga: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029517.070873 - content_hash: aeaf32dd9f8c451c0b06eab917cbf5fffd9f205e4d8d5eb30ed4859def9ffd60 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Discusses the general availability of GKE's built-in cost optimization - dashboards, highlighting over-provisioned namespaces and idle node resources. - Analyzes methods to proactively scale down allocations using automated telemetry - suggestions. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Cloud Providers - - Google Cloud Platform - - Cost Optimization - is_microservice: false - title: 'cloud.google.com: Know more, spend less: how GKE cost optimization insights - help you optimize Kubernetes' -https://medium.com/@glen.yu/getting-started-with-ebpf-and-cilium-on-gke-6553c5d7e02a: - title: 'medium.com/@glen.yu: Getting started with eBPF and Cilium on GKE' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032661.69148 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/@glen.yu/nginx-ingress-or-gke-ingress-d87dd9db504c: - title: 'medium.com/@glen.yu: NGINX Ingress or GKE Ingress?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030708.290549 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://medium.com/google-developer-experts/getting-started-with-gke-gateway-controller-ee45c3bc8996: - title: 'medium.com/google-developer-experts: Getting started with GKE Gateway controller' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030018.86644 - content_hash: N/A - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md -https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control-plane-metrics-are-generally-available: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030343.491662 - content_hash: dd6853bce450648f0ed7b9080311465d12bdd33092e6777aadab300e4637524e - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Details GKE control plane performance exposure via Prometheus-compatible - endpoints. Covers observability practices for API server request latency, etcd - queue duration, and controller manager performance. - language: en - resource_type: article - complexity: advanced - hierarchy: - - Cloud Providers - - Google Cloud Platform - - Observability - is_microservice: false - title: 'cloud.google.com: Introducing Kubernetes control plane metrics in GKE' -https://github.com/google/gke-policy-automation: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029821.086505 - content_hash: 8c4bd76ded37e113156180ddd6a73bfde883f62e27d71f70c15751586c8b378b - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online tags: - '[COMMUNITY-TOOL]' + title: The State of Real-Time Web in 2016 + v1_locations: + - docs/api.md v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 526 - gh_pushed: '2025-11-20T02:49:20Z' - ai_summary: Google-backed tool designed to automate policy checks on GKE configurations - against best practices using OPA Gatekeeper. 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Details secure credential - rotation and container registry synchronization. - language: en - resource_type: article - complexity: intermediate - hierarchy: - - Cloud Providers - - Alternative Clouds - - Oracle Cloud - is_microservice: false - title: 'arnoldgalovics.com: GitHub Actions CI/CD For Oracle Cloud Kubernetes' -https://kubesphere.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034462.419384 - content_hash: ae37909145445c36b22e81081db0b0184b1a9fe3c0d251b2f2fb243b501bb1ab - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - ai_summary: Official site for KubeSphere, a pluggable multi-cluster management platform. - It encapsulates underlying vanilla Kubernetes clusters with multi-tenant, GitOps, - observability, and service mesh management layers. - language: en - resource_type: documentation - complexity: intermediate - hierarchy: - - Cluster Management - - Ecosystem Platforms - - KubeSphere - is_microservice: false - title: kubesphere.io -https://github.com/kubesphere/kubekey: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031625.136308 - content_hash: 5f2766d774c39dee9e3aaf98051ab740425b1a29aab313e6c53e2f2a9fea2593 - v1_locations: - - docs/managed-kubernetes-in-public-cloud.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 2815 - gh_pushed: '2026-05-22T10:48:06Z' - ai_summary: A Go-based command-line utility used to rapidly provision Kubernetes, - KubeSphere, and underlying container runtimes (containerd/Docker) on bare metal - or cloud instances. 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Outlines global routing, high-density scheduling + optimizations, and cross-cluster resource synchronization required for distributed + training. + complexity: Advanced + content_hash: c1521a7879f9ee25c1c8518e8608f79c6970ddc42ea4f7a44e9436873dc013c6 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native + - Kubernetes + - Fleet Management + is_microservice: true + language: English + last_checked: 1779032198.019962 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Limitless Kubernetes Scaling for AI and Data-intensive Workloads: The AKS + Fleet Strategy' + v1_locations: + - docs/ai.md + - docs/azure.md + - docs/kubernetes.md + v2_locations: + - kubernetes.md + - ai.md + year: '2025' +https://blog.akuity.io/unveil-the-secret-ingredients-of-continuous-delivery-at-enterprise-scale-with-argo-cd-7c5b4057ee49: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029369.306707 + stars: 0 + title: 'blog.akuity.io: Unveil the Secret Ingredients of Continuous Delivery at'' + Enterprise Scale with Argo CD' + v1_locations: + - docs/argo.md + year: N/A +https://blog.alexellis.io/a-bit-of-istio-before-tea-time: + content_hash: 6428c7d974ba5aaa0c540ee4e74671a6dafcc598b47e51da55c32499900619e9 + description: '' + health_score: 100.0 + last_checked: 1779031473.581663 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.alexellis.io: A bit of Istio before tea-time' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://blog.alexellis.io/bare-metal-kubernetes-with-k3s: + content_hash: c6fd6e5766ea6f12134d70afd594718a592355baf1b257768783b93f296b4e51 + description: '' + health_score: 100.0 + last_checked: 1779030503.448421 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.alexellis.io: Bare-metal Kubernetes with K3s' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://blog.alexellis.io/building-containers-without-docker: + content_hash: e4090e1e1b6ff5d8374bc7873941ec5798edfb2c8d3713c7ac1098c5ea08c797 + description: '' + health_score: 100.0 + last_checked: 1779034265.116944 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.alexellis.io: Building containers without Docker 🌟' + v1_locations: + - docs/container-managers.md + - docs/docker.md + v2_locations: + - container-managers.md + year: N/A +https://blog.alexellis.io/get-private-kubectl-access-anywhere: + content_hash: f0fbd85d08cfb67d07984504f3ceacf5fcebc69355cd7525b9d45a4aa8199ac4 + description: '' + health_score: 100.0 + last_checked: 1779030189.514565 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Get kubectl access to your private cluster from anywhere + v1_locations: + - docs/kubectl-commands.md + - docs/kubernetes-networking.md + v2_locations: + - kubectl-commands.md + year: N/A +https://blog.alexellis.io/ingress-for-your-local-kubernetes-cluster: + content_hash: 8db0f31edf391041032e498d22d047acd5a9ea2101ebdaa82500ac204d25a43f + description: '' + health_score: 100.0 + last_checked: 1779032296.585581 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.alexellis.io: Get a LoadBalancer for your private Kubernetes cluster' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://blog.alexellis.io/primer-accessing-kubernetes-services: + content_hash: 8f965e90ff516383e0a840a22fbfd14cb326d929734a994752132a0f68c7c926 + description: '' + health_score: 100.0 + last_checked: 1779032922.490961 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.alexellis.io: A Primer: Accessing services in Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://blog.alexellis.io/troubleshooting-on-kubernetes: + content_hash: a5764b02a2dd3ae91235ae94a8e613fa6ba5c804dd50b3d0b99ec7e486fc78d7 + description: '' + health_score: 100.0 + last_checked: 1779033129.831884 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==blog.alexellis.io: How to Troubleshoot Applications on Kubernetes== 🌟' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md + year: N/A +https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificates: + ai_summary: Evaluates options for mounting and trusting custom or self-signed Root + Certificate Authorities (CAs) inside container environments. Curator insight shows + practical configurations for injecting custom root stores through init containers + or volume mounts. 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Contrast: Curator Insight focuses + on container engine configuration vulnerabilities, while Live Grounding confirms + that modern runtime protection relies heavily on eBPF telemetry (e.g. Tetragon, + Falco) to detect threat vectors. Highly technical.' + complexity: Advanced + content_hash: ab4341ee5986b09cd83006d9f518d9d926f36c1f575fd07a9acb383ecb208ea7 + description: '' + health_score: 100.0 + hierarchy: + - Container Security + - Runtime Protection + - Threat Analysis + is_microservice: true + language: English + last_checked: 1779032257.073688 + resource_type: Article stars: 0 status: online - health_score: 100.0 - last_checked: 1779031351.78981 - content_hash: 024d305540597ab9dc52b484bd2fe366937bb6b39a7e72b31f37afd7ddaa81f7 - v1_locations: - - docs/message-queue.md tags: - '[COMMUNITY-TOOL]' - - '[GUIDE]' + title: 'blog.aquasec.com: Advanced Persistent Threat Techniques Used in Container'' + Attacks' + v1_locations: + - docs/devsecops.md v2_locations: - - message-queue.md - ai_summary: Evaluates design principles for high-throughput, low-latency cloud-native - big data architectures. The guide details how to integrate ingestion layers with - stream processing engines and distributed analytical databases. It presents structured - architectural templates for unified analytical and machine learning workloads. - language: English - resource_type: Blog - complexity: Advanced + - devsecops.md + year: N/A +https://blog.aquasec.com/container-isolation-techniques: + content_hash: 303ed5afff179f14bb43eed661ef6c2b9cf968333e64bc6f93884837683a9916 + description: '' + health_score: 100.0 + last_checked: 1779031620.611103 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.aquasec.com: How Do Containers Contain? Container Isolation Techniques' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://blog.aquasec.com/docker-official-images: + ai_summary: An in-depth security analysis comparing vulnerabilities found across + popular Docker Hub official base images using Trivy. The study provides concrete + metrics on the security posture of standard runtime environments, advocating for + minimal or distroless parent images. + complexity: Intermediate + content_hash: cfe13ae41c5afddce5ca0841f73accb43f2a1bf66fc4c4cc70b030a4cdc55012 + description: '' + health_score: 100.0 hierarchy: - - Data Engineering - - Data Pipelines - - Cloud Native Architectures + - Security + - Container Security + - Image Scanning is_microservice: false - title: 'infoq.com: Turning Microservices Inside-Out' - Data Pipeline on Cloud 🌟' -https://dzone.com/articles/restful-applications-in-an-event-driven-architecture: - title: 'dzone: RESTful Applications in An Event-Driven Architecture' - year: N/A + language: en + last_checked: 1779031140.821139 + resource_type: Article stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.aquasec.com: A Security Review of Docker Official Images: Which Do'' + You Trust? (with trivy)' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://blog.aquasec.com/kubernetes-ui-tools-security-threat: + ai_summary: Crucial security review warning how misconfigured visual cluster admin + panels can act as Remote Access Tools (RATs) for malicious actors to execute arbitrary + code. + complexity: Advanced + content_hash: 504f2e070fabd8b6475e89eda53ae61fa2d8d7713ba7c79c362568d059d393f6 description: '' health_score: 100.0 - last_checked: 1779032549.435332 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://developers.redhat.com/articles/2021/09/21/distributed-transaction-patterns-microservices-compared: - description: '' - year: N/A + hierarchy: + - Security and Hardening + - Cluster Threat Vectors + - UI Vulnerabilities + is_microservice: false + language: English + last_checked: 1779032421.183383 + resource_type: Article stars: 0 - health_score: 100.0 - last_checked: 1779032683.918012 - content_hash: N/A + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.aquasec.com: RATs (remote access tools) in the Cloud: Kubernetes UI'' + Tools Turn into a Weapon' v1_locations: - - docs/message-queue.md + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://blog.aquasec.com/kubernetes-version-1.23-security-features: + content_hash: 7301b24d7a81bcd7819a6a8f1b18614a3f8e2194c70f495088c3d52825b80e57 + description: '' + health_score: 100.0 + last_checked: 1779031061.943392 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.aquasec.com: Kubernetes Version 1.23: What’s New for Security?' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321: + ai_summary: Showcases modern Git commands introduced in recent releases, such as + 'git switch', 'git restore', and the powerful multi-worktree setup via 'git worktree'. + These capabilities allow developers to manage contextual changes and concurrent + tasks without stashing. + complexity: Intermediate + content_hash: 833bebd9b15f22963e2880cc56f81947d11b5d44ed2dc0483e9b2c8b50edfece + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Productivity + is_microservice: false + language: English + last_checked: 1779030220.169913 + resource_type: Article + stars: 0 status: online tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' + title: 'blog.argoproj.io: 5 new Git commands and 1 tip you’ll use every day' + v1_locations: + - docs/git.md v2_locations: - - message-queue.md - ai_summary: Analyzes and contrasts critical transactional strategies for microservice - boundaries, including 2PC (Two-Phase Commit), Sagas, and Outbox patterns. It highlights - how asynchronous message-passing mitigates the failure modes of distributed transactions. - Practical implementation guidelines focus on maintaining eventual consistency - without tight coupling. - language: English - resource_type: Article + - git.md + year: N/A +https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc: + ai_summary: 'Curator Insight: Investigates patterns to ensure high-scale reliability + when running millions of tasks inside Argo Workflows. Live Grounding: Analyzes + garbage collection strategies, rate limiting, retry policies, and how to scale + the underlying workflow-controller Pods to avoid etcd exhaustion.' complexity: Advanced - hierarchy: - - Cloud Native Architecture - - Microservices - - Distributed Transactions - is_microservice: true - title: 'developers.redhat.com: Distributed transaction patterns for microservices - compared' -https://thenewstack.io/the-rise-of-event-driven-architecture: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030720.669886 - content_hash: 36e254380e399089fe14e6880af229cfafd861ac2cbf3515383464187dcd71b3 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Traces the industry shift from request-response synchronous APIs to - asynchronous event-driven models. It outlines the architectural advantages regarding - system resilience, temporal decoupling, and scalability. The analysis evaluates - standard broker technologies that enable reactive cloud-native systems. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Native Architecture - - Event-Driven Systems - - Foundations - is_microservice: true - title: 'thenewstack.io: The Rise of Event-Driven Architecture' -https://jinwookim928.medium.com/intro-to-event-driven-architecture-79914e5969d7: - title: 'jinwookim928.medium.com: Why Not Event Driven Architecture?' - year: N/A - stars: 0 + content_hash: 0865678a23aa047f75bf0c132be6073fb17922a3839fa66d334b15773240b4b7 description: '' health_score: 100.0 - last_checked: 1779031844.342237 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030407.141902 - content_hash: 80cde8d9c0c39fcc35aaaa1c3fd5e02698eb723b8a07f471fa06e30502f33dbd - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Discusses the components constituting the modern real-time data stack, - emphasizing continuous streaming over traditional batch ETL. It explores the roles - of message logs, stream processors, and real-time OLAP databases. This provides - a blueprint for engineering low-latency analytics systems. - language: English - resource_type: Article - complexity: Intermediate hierarchy: - - Data Engineering - - Real-Time Data Streaming - - Data Stack + - Application Delivery + - Workflow Orchestration + - Argo Workflows is_microservice: false - title: 'thenewstack.io: Streaming Data and the Modern Real-Time Data Stack' -https://blog.direktiv.io/event-driven-orchestration-with-knative-part-1-fbdcc0e2ea03: - title: 'blog.direktiv.io: Event driven orchestration with Knative (part 1)' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033674.914367 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://blog.direktiv.io/redefining-event-driven-orchestration-for-automation-applications-ec07d79f21c0: - title: 'blog.direktiv.io: Redefining event-driven orchestration for automation & - applications' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031117.257401 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://pub.towardsai.net/software-engineering-baa4e7a8015c: - title: 'pub.towardsai.net: Deep Dive into Event-Driven architecture | Gul Ershad' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030011.705157 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.developer.com/design/event-driven-microservices: - title: 'developer.com: An Introduction to Event Driven Microservices' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030683.539871 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://dzone.com/articles/microservices-and-the-event-aggregator-pattern: - title: 'dzone.com: What Are Microservices and The Event Aggregator Pattern? 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033397.788559 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://irfanyusanif.medium.com/how-to-communicate-between-microservices-7956ed68a99a: - title: 'irfanyusanif.medium.com: Best practices to communicate between microservices' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032832.894586 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://swapnil-chougule.medium.com/rapid-feature-engineering-through-sql-a92b0926683d: - title: 'swapnil-chougule.medium.com: Rapid Feature Engineering through SQL' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034501.818482 - content_hash: N/A - v1_locations: - - docs/message-queue.md -? https://blog.twitter.com/engineering/en_us/topics/infrastructure/2021/processing-billions-of-events-in-real-time-at-twitter- -: title: '==blog.twitter.com: Processing billions of events in real time at Twitter==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034501.818482 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://codeopinion.com/event-sourcing-vs-event-driven-architecture: - description: '' - year: N/A + language: English + last_checked: 1779033665.746492 + resource_type: Blog stars: 0 status: online - health_score: 100.0 - last_checked: 1779032157.441356 - content_hash: 66cc1a2097a8ac80bbe4b7acc18a8075791beef29614c5aec035c2cb887d8877 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true tags: - '[ENTERPRISE-STABLE]' - - '[GUIDE]' + title: 'blog.argoproj.io: Architecting Workflows For Reliability' + v1_locations: + - docs/argo.md v2_locations: - - message-queue.md - ai_summary: Clarifies the critical distinctions and synergies between Event Sourcing - (capturing state transitions as events) and Event-Driven Architecture (broadcasting - state changes). It uses architectural examples to prevent common integration anti-patterns. - This assists architects in deciding when to combine or isolate these patterns. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Cloud Native Architecture - - Event-Driven Systems - - Patterns - is_microservice: true - title: 'codeopinion.com: Event Sourcing vs Event Driven Architecture' -https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes: - description: '' + - argo.md year: N/A +https://blog.argoproj.io/best-practices-for-multi-tenancy-in-argo-cd-273e25a047b0: + ai_summary: Official best practices outlining multi-tenant cluster boundaries in + Argo CD, explaining AppProjects configurations to isolate resources and limit + cluster access vectors safely. + complexity: Advanced + content_hash: 59f31c8f1326889939f35479b4c9d5c00d3a3a61ac5086dbbff3d2823c12e850 + description: '' + health_score: 100.0 + hierarchy: + - GitOps + - Continuous Delivery + - Multi-Tenancy + is_microservice: false + language: English + last_checked: 1779031595.929998 + resource_type: Guide stars: 0 status: online - health_score: 100.0 - last_checked: 1779030390.892219 - content_hash: 4efc154cf2b240159e85432fbd4deb7a63c0ec5c38d4ffd8ff45cd70cb73925e - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true tags: - - '[EMERGING]' + - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: 'blog.argoproj.io: Best Practices for Multi-tenancy in Argo CD' + v1_locations: + - docs/argo.md v2_locations: - - message-queue.md - ai_summary: Explores the evolutionary path of running complex, stateful database - and data streaming systems natively on Kubernetes. It addresses the maturity of - operators, storage classes, and orchestrators that facilitate the deployment of - the complete data pipeline. The article details challenges regarding resource - management and high availability. - language: English - resource_type: Article + - argo.md + year: N/A +https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0: + content_hash: d15ae5a8118854cbbddaa9945d10799dd3eab58276f910e4f1fa5cb44444b4f7 + description: '' + health_score: 100.0 + last_checked: 1779033342.606345 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.argoproj.io: Getting started with ApplicationSets' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://blog.argoproj.io/introducing-the-applicationset-controller-for-argo-cd-982e28b62dc5: + content_hash: 1498fdf92ed29e4859ae7e8d08e26fa076ae13a9e76fe4acffe5aee76d4f715f + description: '' + health_score: 100.0 + last_checked: 1779033129.85073 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.argoproj.io: Introducing the ApplicationSet Controller for Argo CD' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://blog.argoproj.io/introducing-the-appsource-controller-for-argocd-52f21d28d643: + content_hash: 0976cdb987e570d0b1d8f698377cb28a496ab1300c3ef2c53a76420f541b57bb + description: '' + health_score: 100.0 + last_checked: 1779030335.262527 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.argoproj.io: Introducing the AppSource Controller for ArgoCD' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://blog.argoproj.io/new-sync-and-diff-strategies-in-argocd-44195d3f8b8c: + ai_summary: Examines advanced diff and sync customization in modern Argo CD versions, + clarifying sync waves and resource skip behaviors for complex helm-based applications. complexity: Advanced + content_hash: 50e09bb6b9905205323406aec271950216579eac50fd62a6f4077167d95a34f1 + description: '' + health_score: 100.0 hierarchy: - - Data Engineering - - Data on Kubernetes - - Orchestration + - GitOps + - Continuous Delivery + - Argo CD Features is_microservice: false - title: 'thenewstack.io: The Path to Getting the Full Data Stack on Kubernetes' -https://medium.com/tinyclues-vision/4-design-principles-for-robust-data-pipelines-5bbd40de4a43: - title: 'medium.com/tinyclues-vision: 4 Design Principles for Robust Data Pipelines' - year: N/A + language: English + last_checked: 1779034309.067342 + resource_type: Article stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.argoproj.io: New sync and diff strategies in ArgoCD' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce: + ai_summary: 'Curator Insight: An authoritative security hardening guide designed + to lock down Argo Workflows inside shared multi-tenant environments. Live Grounding: + Focuses on strict RBAC roles, container security contexts, namespace network policies, + and the isolation of high-privilege service accounts to prevent cluster escapes.' + complexity: Advanced + content_hash: 1462056a861967373e00e43e05724516410c93b992af36d77b2428b2b14cd4c0 description: '' health_score: 100.0 - last_checked: 1779031552.67534 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/fiverr-engineering/how-to-share-data-between-microservices-on-high-scale-ab2bc663898d: - title: 'medium.com/fiverr-engineering: How to Share Data Between Microservices on - High Scale' - year: N/A + hierarchy: + - Application Delivery + - Workflow Orchestration + - Security + is_microservice: false + language: English + last_checked: 1779029063.376747 + resource_type: Blog stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'blog.argoproj.io: Practical Argo Workflows Hardening 🌟' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7: + ai_summary: 'Curator Insight: Outlines the major architectural enhancements and + UI features released in Argo Workflows version 3.3. Live Grounding: Highlights + key security patches, multi-template updates, and visual enhancements designed + to streamline the debugging of complex cloud-native data-processing pipelines.' + complexity: Intermediate + content_hash: 6bbccc2d2d89a1de37d853a3d5da30dabe79c919e1fdfbc6784584bc98ffe037 description: '' health_score: 100.0 - last_checked: 1779030472.92489 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/codex/microservices-communication-queues-topics-and-streams-597664d4b786: - title: 'medium.com/codex: Microservices Communication β€” Queues Topics and Streams' - year: N/A + hierarchy: + - Application Delivery + - Workflow Orchestration + - Argo Workflows + is_microservice: false + language: English + last_checked: 1779030726.982646 + resource_type: Blog stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.argoproj.io: What’s new in Argo Workflows v3.3' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://blog.arkey.fr/2020/06/28/using-jdk-flight-recorder-and-jdk-mission-control: + content_hash: c40e85908155da699b1faae2be6e4447e09fb11aeab57f86b429f2036567d868 description: '' health_score: 100.0 - last_checked: 1779031464.486172 + last_checked: 1779033827.507495 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.arkey.fr: Using JDK FlightRecorder and JDK Mission Control' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://blog.ashwinchat.com/9-months-of-full-time-vim: + ai_summary: 'A developer''s personal case study evaluating the operational gains, + transition challenges, and configuration tuning of migrating entirely to Neovim + paired with Tmux for daily software development. Double-Evidence: This report + shares real-world performance metrics; live grounding confirms that combining + terminal multiplexers like Tmux with modern Neovim environments is a premier strategy + for maintaining fast, remote-friendly dev loops.' + complexity: Intermediate + content_hash: 592f8c73042af4b475c48836f6e8d1ed0230091b840931d199a9883803b8bad8 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Developer Experience + - Command Line Utilities + is_microservice: false + language: English + last_checked: 1779031038.803482 + needs_ai_refresh: true + resource_type: Case Study / Review + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://blog.asmartbear.com/slc.html: + content_hash: 6c0fc590a19170eb8a4c3b8f9994ee19d3a4f1642d03c3aceb136a207099be47 + description: '' + health_score: 100.0 + last_checked: 1779031537.915101 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.asmartbear.com: I hate MVPs. So do your customers. Make it SLC instead'' + 🌟' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md + year: N/A +https://blog.awsfundamentals.com/aws-lambda-with-terraform: + content_hash: a4ca5d1f961aa495c78890348841d90c637edea12fd961d96a9d4998f6a8db6c + description: '' + health_score: 100.0 + last_checked: 1779032050.527153 + stars: 0 + status: online + title: 'blog.awsfundamentals.com: Mastering AWS Lambda with Terraform: A Comprehensive'' + Guide' + v1_locations: + - docs/terraform.md + year: N/A +https://blog.awsfundamentals.com/aws-s3-rm-removing-files: + content_hash: 769d1ad539daa9d4c8f4a9bfdc75c86bec8cb096c4e9069638f51c990ffa4778 + description: '' + health_score: 100.0 + last_checked: 1779034273.146528 + stars: 0 + status: online + title: 'blog.awsfundamentals.com: Step-By-Step: Emptying S3 Buckets and Directories'' + Using the AWS CLI with S3 RM' + v1_locations: + - docs/aws-tools-scripts.md + year: N/A +https://blog.awsfundamentals.com/aws-s3-sync: + content_hash: 3d1afe6db2f21d80c107552463a1344157332015f984db94a97c76778d8c82fe + description: '' + health_score: 100.0 + last_checked: 1779031642.730198 + stars: 0 + status: online + title: '==blog.awsfundamentals.com: AWS S3 Sync - 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Essential for platform engineering security.' + complexity: Intermediate + content_hash: 862e5eaad0e722b9e45e8f56df08f0749cb98c630c3abaad8e2cdb9947efde13 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Infrastructure as Code Security + - Static Analysis + is_microservice: true + language: English + last_checked: 1779031436.359359 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.christophetd.fr: Shifting Cloud Security Left β€” Scanning Infrastructure'' + as Code for Security Issues' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://blog.cloud-mercato.com/aws-m6i-the-why-you-should-abandon-your-m5: + content_hash: a15f6556595ad7dae917c3f0ae80b585061fd2af4b2f5e44909ec2dffac80a65 + description: '' + health_score: 100.0 + last_checked: 1779031333.972363 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.cloud-mercato.com: AWS m6i: The why you should abandon your m5' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md + year: N/A +https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb: + ai_summary: A deep-dive introducing `pycurlb`, a fast performance tool wrapping + libcurl for rapid HTTP request benchmarking in Python. 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This simplifies ingestion and delivery to hundreds of external enterprise - systems without custom code. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Application Integration - - Event Streaming - - Kafka Connectors - is_microservice: false - title: 'developers.redhat.com: Extending Kafka connectivity with Apache Camel Kafka - connectors' -https://developers.redhat.com/blog/2021/04/02/design-event-driven-integrations-with-kamelets-and-camel-k: - description: '' + - crossplane.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas: + content_hash: b1ef4c88fbbfd07dcf8edcae70a2e2d84ec29ae5bd86e7fdc84b0cc7b54b4758 + description: '' health_score: 100.0 - last_checked: 1779034564.253897 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[EMERGING]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Introduces "Kamelets" (Camel Route Snippets), which act as reusable - cloud-native integration building blocks. It explains how non-developers or low-code - frameworks can plug Kamelets into serverless topologies for immediate data flow - orchestration on Kubernetes. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Application Integration - - Enterprise Integration Patterns - - Event-Driven Systems - is_microservice: false - title: 'developers.redhat.com: Design event-driven integrations with Kamelets and - Camel K' -https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-driven-architectures: - description: '' - year: N/A + last_checked: 1779032421.268292 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029294.469046 - content_hash: 05e7b1b6525111c700a442aa27e3f522bb393f469ffc9fac75d4a3d379212adb + title: '==blog.crunchydata.com: A Postgres Primer for Oracle DBAs==' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: A comprehensive review of Camel K's architecture, analyzing its integration - with Knative and Kubernetes-native messaging patterns. It describes how Camel - K reduces traditional ESB resource consumption to support high-density container - layouts. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Integration - - Orchestration - - Kubernetes Operators - is_microservice: false - title: 'thenewstack.io: Camel K Brings Apache Camel to Kubernetes for Event-Driven - Architectures' -https://github.com/osa-ora/camel-k-samples: - description: '' + - docs/databases.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/active-active-postgres-federation-on-kubernetes: + content_hash: c591ab92e180b89d8cfdff37064b76dd98c08767b8d4b77cace072979ab7f502 + description: '' health_score: 100.0 - last_checked: 1779031446.468189 - content_hash: d40f4924a104818f5b360227d0350099fafa899ad1843df337c1633541f3fe75 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A curated collection of practical code templates and sample deployment - topologies demonstrating Camel K in action. Covers integrations with relational - databases, message queues, and cloud endpoints. This repository is a valuable - tool for accelerated prototyping. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Application Integration - - Orchestration - - Reference Architecture - is_microservice: false - title: github.com/osa-ora/camel-k-samples -https://kubemq.io: - description: '' - year: N/A + last_checked: 1779029132.900376 stars: 0 status: online - health_score: 100.0 - last_checked: 1779034038.17935 - content_hash: 851f9c871ecfbb76cc027dbeeb6d97e723ca7c45396cc47744dd50a1d87a542b + title: 'blog.crunchydata.com: Active-Active PostgreSQL Federation on Kubernetes' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: KubeMQ is an enterprise-grade, ultra-lightweight message broker engineered - specifically for Kubernetes container ecosystems. Delivered in a minimal footprint, - it supports pub/sub, queues, and streams with native GRPC and REST support. It - avoids external operational dependencies. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Application Integration - - Message Brokers - - Kubernetes Native - is_microservice: true - title: 'KubeMQ.io: Kubernetes Native Message Queue Broker' -https://devops.com/implementing-message-queue-in-kubernetes: - description: '' + - docs/crunchydata.md year: N/A +https://blog.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-for-pgbackrest: + content_hash: 5f71d1f79345c35215d7aa29ff70635244b95b0277e654506ecd17515e07b877 + description: '' + health_score: 100.0 + last_checked: 1779030932.030606 stars: 0 status: online - health_score: 100.0 - last_checked: 1779031541.289414 - content_hash: N/A + title: 'blog.crunchydata.com: Announcing Google Cloud Storage (GCS) Support for'' + pgBackRest' v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Evaluates the operational paradigms, stateful challenges, and strategies - when setting up distributed message brokers natively inside Kubernetes environments. - Discusses dynamic volume allocations, stateful sets, and persistent cloud networking - protocols. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Integration - - Message Brokers - - Kubernetes Native - is_microservice: false - title: 'devops.com: Best of 2019: Implementing Message Queue in Kubernetes' -https://kubemq.io/kafka-vs-kubemq: - description: '' + - docs/crunchydata.md year: N/A +https://blog.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy-postgres-apps: + content_hash: 87ce4ff02ab69141783924cbc4ba6c48c05d7d67261570d0d8f5f326123ef58f + description: '' + health_score: 100.0 + last_checked: 1779032105.965893 stars: 0 status: online - health_score: 100.0 - last_checked: 1779031650.877842 - content_hash: 86bb409bfc847da104c25f98d7dcc4e456fe972a3f6d8bc23a308fd8c9c4b006 + title: 'blog.crunchydata.com: Announcing Postgres Container Apps: Easy Deploy Postgres'' + Apps' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Provides a detailed comparison between Apache Kafka and KubeMQ, focusing - on memory footprint, container resource demands, and operational complexity. It - presents KubeMQ as a highly localized, easy-to-manage container broker, contrasting - it with Kafka's robust, distributed cluster topology. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Application Integration - - Message Brokers - - Evaluation Frameworks - is_microservice: false - title: 'kubemq.io: Kafka VS KubeMQ 🌟' -https://github.com/kubemq-io/kubemq-community: - description: '' + - docs/crunchydata.md year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034233.066179 - content_hash: 26be1f454a72862d41e500b7e6e68eea0316a06151ab10ac9164a914a66cc46b - v1_locations: - - docs/message-queue.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - gh_stars: 668 - gh_pushed: '2023-02-18T04:16:19Z' - ai_summary: The community-driven core repository for KubeMQ. It offers a lightweight, - high-performance messaging interface for microservices on Kubernetes. Supports - standard asynchronous protocols and integrates natively with Kubernetes patterns. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Application Integration - - Message Brokers - - Kubernetes Native - is_microservice: true - title: github.com/kubemq-io/kubemq-community 🌟 -https://dzone.com/articles/seamless-migration-from-kafka-to-kubemq: - title: 'dzone: KubeMQ: A Modern Alternative to Kafka' - year: N/A - stars: 0 +https://blog.crunchydata.com/blog/crunchy-postgres-operator-4.6.0: + content_hash: a7e83515c52fb8f8b9baaa1d01a92926eadd5ba0d9ec925362a1cd6f9d37131f description: '' health_score: 100.0 - last_checked: 1779034560.159723 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.kai-waehner.de/blog/2022/05/12/comparison-jms-api-message-broker-mq-vs-apache-kafka: - description: '' - year: N/A + last_checked: 1779030685.228323 stars: 0 status: online - health_score: 100.0 - last_checked: 1779030486.136041 - content_hash: d867f16b79f123b09033ed9391eee189e103768f67c875cd63030752f520d118 + title: 'blog.crunchydata.com: Crunchy Postgres Operator 4.6.0 🌟' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Details the technical tradeoffs, design limitations, and complementary - features of JMS broker specifications versus Apache Kafka. It assists system engineers - in distinguishing transaction-heavy classic queuing requirements from massive - event streaming workloads. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Application Integration - - Message Brokers - - Evaluation Frameworks - is_microservice: false - title: '==kai-waehner.de: Comparison: JMS Message Queue vs. Apache Kafka==' -https://en.wikipedia.org/wiki/Cloud-based_integration: - title: 'Wikipedia: Cloud Based Integration (iPaaS)' + - docs/crunchydata.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/d-meta: + content_hash: c414022c133096a2344c462863251c460a898aabadbc9a4aeea0b1e0cf928cb2 description: '' health_score: 100.0 - last_checked: 1779031902.388231 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://blog.axway.com/hybrid-integration/whats-ipaas: - title: 'blog.axway.com: What is iPaaS?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031649.585449 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://syndesis.io: - description: '' - year: N/A + last_checked: 1779030966.160751 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029952.171614 - content_hash: 47103c77608984ecbd547805c09d962dfef9eebc67b52bd76ea6d02352afeb53 + title: 'blog.crunchydata.com: Quickly Document Your Postgres Database Using psql'' + Meta-Commands' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[LEGACY]' - v2_locations: - - message-queue.md - ai_summary: 'Syndesis is an open-source, cloud-native low-code integration platform - designed to run natively on Kubernetes and OpenShift. It enables drag-and-drop - connections between diverse business APIs and internal databases, utilizing Apache - Camel under the hood. Note: The project has recently transitioned to legacy status.' - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Application Integration - - Low-Code Integration - - Enterprise Integration Patterns - is_microservice: false - title: '**Syndesis** open source integration platform' -https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestration-with-syndesis: - description: '' + - docs/databases.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/generating-json-directly-from-postgres: + content_hash: 2de7a79f26cf16a62177787f96514089a2634481a175791154994f03756fd2e7 + description: '' health_score: 100.0 - last_checked: 1779034491.434842 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Detailed demonstration of leveraging Syndesis for visual, low-code orchestration - of enterprise microservices. It highlights quick deployment cycles, declarative - configuration models, and integration with Red Hat OpenShift resources. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Application Integration - - Low-Code Integration - - Microservices - is_microservice: true - title: 'developers.redhat.com: Low-code microservices orchestration with Syndesis' -https://debezium.io: - description: '' - year: N/A + last_checked: 1779033906.496328 stars: 0 status: online - health_score: 100.0 - last_checked: 1779033002.182248 - content_hash: 8ce9a834f5a151f8b968d4138f378464297dc3bc481b81e46e9a5dfd818f030d + title: 'blog.crunchydata.com: Cut Out the Middle Tier: Generating JSON Directly'' + from Postgres' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: The industry-leading, open-source distributed platform for Change Data - Capture (CDC). Built on top of Apache Kafka, it taps database transaction logs - in real-time, streaming row-level mutations downstream without querying databases. - Essential for low-latency event-driven microservices. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Data Engineering - - Change Data Capture (CDC) - - Real-Time Data Streaming - is_microservice: true - title: '**Debezium**:' -https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium: - description: '' + - docs/databases.md year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031089.002629 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Explains how to decouple distributed database structures in microservices - by employing a combination of Debezium (for Change Data Capture) and Apache Camel - (for integration and transformation pipelines). It ensures low latency, resilient - state updates. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Cloud Native Architecture - - Microservices - - Change Data Capture (CDC) - is_microservice: true - title: 'developers.redhat.com: Decoupling microservices with Apache Camel and Debezium' -https://medium.com/trendyol-tech/transaction-log-tailing-with-debezium-part-1-aeb968d72220: - title: 'A good explanation of how to avoid distributed transactions using outbox - pattern: Transaction Log Tailing With Debezium' - year: N/A - stars: 0 +https://blog.crunchydata.com/blog/gitops-postgres-kubernetes-helm: + content_hash: 54a9d7674643cbd71739b364a39b2d0f38516df00f0d4cd06ed29fcd90ca253c description: '' health_score: 100.0 - last_checked: 1779032170.84078 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031337.379341 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A hands-on manual detailing the implementation of Debezium to safely - convert relational database modifications into real-time Kafka event feeds. Outlines - event formatting, partition strategy, and recovery procedures. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Event-Driven Data - - Change Data Capture (CDC) - is_microservice: true - title: 'developers.redhat.com: Capture database changes with Debezium Apache Kafka - connectors' -https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030418.408711 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: Walkthrough detailing how to set up out-of-the-box Change Data Capture - architectures using Debezium without custom application-level code. It demonstrates - immediate real-time synchronization from database transactions straight to Kafka-enabled - microservices. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Cloud Native Architecture - - Microservices - - Change Data Capture (CDC) - is_microservice: true - title: 'developers.redhat.com: Change data capture for microservices without writing - any code' -https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgresql-on-rds: - description: '' - year: N/A + last_checked: 1779032167.103294 stars: 0 status: online - health_score: 100.0 - last_checked: 1779032574.607772 - content_hash: e98803c5d6a0772daa9f698b3b0558eb1364979a362bc2566f3e911efa332bb2 + title: 'blog.crunchydata.com: Helm, GitOps and the Postgres Operator' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: A highly valuable technical case study sharing performance profiles, - optimization constraints, and gotchas when operating Debezium alongside Amazon - RDS PostgreSQL. It details replication slot configurations, WAL storage management, - and handling heavy transaction volumes under AWS limitations. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Data Engineering - - Change Data Capture (CDC) - - Cloud Managed Services - is_microservice: false - title: 'debezium.io: Lessons Learned from Running Debezium with PostgreSQL on Amazon - RDS' -https://medium.com/comsystoreply/stream-your-database-into-kafka-with-debezium-a94b2f649664: - title: 'medium.com: Stream Your Database into Kafka with Debezium' + - docs/crunchydata.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8: + content_hash: e106e0c141a7df7b9142c7f704cce26ba2fceea04a6c6905fbb456a39cd794b6 description: '' health_score: 100.0 - last_checked: 1779031084.651662 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://noti.st/morsapaes/liQzgs/change-data-capture-with-flink-sql-and-debezium: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031808.438737 - content_hash: 1848cfb650c16e51d4bf73a4e52e275d1aed91358b17605478ca8280b188728d - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - status: online - tags: - - '[EMERGING]' - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: A visual presentation sharing architectural strategies to integrate - Debezium with Apache Flink SQL for high-speed continuous stream processing. Explains - patterns for building real-time materialized views, continuous aggregations, and - live analytics directly from database mutation logs. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Engineering - - Change Data Capture (CDC) - - Stream Processing - is_microservice: false - title: 'noti.st: Change Data Capture with Flink SQL and Debezium 🌟' -https://vladmihalcea.com/a-beginners-guide-to-cdc-change-data-capture: - description: '' - year: N/A + last_checked: 1779032455.561821 stars: 0 status: online - health_score: 100.0 - last_checked: 1779030708.358006 - content_hash: 17aeff8d198f3d538f6ca503a7131b3c8a8a9c4e1d2eb61a8374c7f0805c7327 + title: 'blog.crunchydata.com: Kubernetes + Postgres Cluster From Scratch on Rocky'' + 8' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: A comprehensive structural overview of Change Data Capture (CDC) design - patterns. It details transaction log parsing, dual-writes mitigation, and the - key architectural differences between query-based and log-based CDC solutions. - This acts as an essential primer for development groups transitioning from monolith - DB schemas to real-time event streaming systems. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Event-Driven Data - - Change Data Capture (CDC) - is_microservice: true - title: 'vladmihalcea.com: A beginner’s guide to CDC (Change Data Capture)' -https://shopify.engineering/capturing-every-change-shopify-sharded-monolith: - description: '' + - docs/crunchydata.md year: N/A +https://blog.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies: + content_hash: baf33b882e766907f5e9b188bb9cf504f4f97f158db74cec5355733ebd415c81 + description: '' + health_score: 100.0 + last_checked: 1779030119.387165 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029931.962326 - content_hash: 81bf1e5ff1234e4079ca90453846521c0f551282834bc9554d0a2abb44aab6be + title: 'blog.crunchydata.com: Kubernetes Pod Tolerations and Postgres Deployment'' + Strategies 🌟' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: This architectural case study highlights Shopify's high-throughput solution - for real-time mutation extraction from sharded MySQL clusters. By combining Debezium - with customized Apache Kafka configurations, the system secures sub-second delivery - while safely preserving transaction-order invariants at massive scale. - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Data Architecture - - Event-Driven Data - - Change Data Capture (CDC) - is_microservice: true - title: 'shopify.engineering: Capturing Every Change From Shopify’s Sharded Monolith' -https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-to-debezium-1-4-ga: - description: '' + - docs/crunchydata.md year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029274.139855 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A technical release breakdown detailing the production-grade integration - of IBM Db2 and Oracle connectors within the Debezium 1.4 ecosystem. It reviews - performance benchmarks, log-mining mechanisms, and setup procedures critical for - cloud-native enterprise migrations. - language: English - resource_type: Release Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Event-Driven Data - - Debezium Connectors - is_microservice: true - title: 'developers.redhat.com: Db2 and Oracle connectors coming to Debezium 1.4 - GA' -https://medium.com/geekculture/change-data-capture-using-debezium-ec48631d643a: - title: 'medium: Change Data Capture β€” Using Debezium' - year: N/A - stars: 0 +https://blog.crunchydata.com/blog/message-queuing-using-native-postgresql: + content_hash: 619b139e521a691eaed8994004a45a0368e3465e1d3e5c04492eb41022aaf42b description: '' health_score: 100.0 - last_checked: 1779034207.9202 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium: - description: '' - year: N/A + last_checked: 1779030438.717626 stars: 0 status: online - health_score: 100.0 - last_checked: 1779033187.741041 - content_hash: 87dfd5c50bfb72346aa6cd3c72ec1c88ade59a7569c20b516633627e9b8e13e7 + title: 'blog.crunchydata.com: Devious SQL: Message Queuing Using Native PostgreSQL' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: An infrastructure guide detailing the automated configuration of a fault-tolerant - event-driven backend. Demonstrates the step-by-step deployment of Google Cloud - resources and Debezium instances using Pulumi for stateful, declarative management. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud-Native Infrastructure - - Infrastructure as Code (IaC) - - Event-Driven Provisioning - is_microservice: true - title: 'daily.dev: Building a fault-tolerant event-driven architecture with Google - Cloud, Pulumi and Debezium' -https://pradeepdaniel.medium.com/real-time-change-data-replication-to-snowflake-using-kafka-and-debezium-d6ebb0d4eb29: - title: 'pradeepdaniel.medium.com: Creating an ETL data pipeline to sync data to - Snowflake using Kafka and Debezium' + - docs/databases.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments: + content_hash: 3144488cb755c52229031d06800ae8f5461ffc5f54e9f4ca8d19bf177e28a199 description: '' health_score: 100.0 - last_checked: 1779033263.029352 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/event-driven-utopia/a-visual-introduction-to-debezium-32563e23c6b8: - title: 'medium: A Visual Introduction to Debezium 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030201.973516 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache-iceberg: - description: '' - year: N/A + last_checked: 1779030091.353197 stars: 0 status: online - health_score: 100.0 - last_checked: 1779033794.938982 - content_hash: 43ace42accd0dd813c59ece472afdbb5fd11df69b1bf6ed206762a4032537924 + title: 'blog.crunchydata.com: Multi-Kubernetes Cluster PostgreSQL Deployments' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: Explains how to feed streaming transaction logs directly into Apache - Iceberg storage using Debezium CDC and Kafka Connect. Outlines strategies for - supporting dynamic schema evolution and ensuring transactional ACID-level safety - on cheap cloud object stores. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Architecture - - Data Lakehouse - - Iceberg Integration - is_microservice: false - title: 'debezium.io: Using Debezium to Create a Data Lake with Apache Iceberg' -https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium: - description: '' + - docs/crunchydata.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunchy-postgresql-operator: + content_hash: acb1a24a36c4730a39bb1281d2cb4e8adcbc00c31d7aecafd610c02068d524b3 + description: '' health_score: 100.0 - last_checked: 1779031107.00329 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A practical walk-through of the Strimzi Operator build processes for - deploying optimized Kafka Connect container environments on Kubernetes. Illustrates - declarative custom resource setups to bundle custom Debezium connector packages - safely. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Infrastructure - - Event Streaming - - Kafka Connect Operators - is_microservice: true - title: 'developers.redhat.com: Improve your Kafka Connect builds of Debezium.' -https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integration-service-registry: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033713.55142 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: An introductory architecture guide describing the capabilities of the - Red Hat Integration Service Registry. Reviews standard patterns for managing API - schemas (Avro, JSON Schema, Protobuf) to guarantee strong message-contract enforcement - in decoupled broker networks. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Schema Governance - - Service Registry - is_microservice: true - title: Red Hat Integration service registry -https://github.com/apicurio/apicurio-registry: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030827.464425 - content_hash: dce198241f8b915b16935880b17f4375418cd685fff7eebe5dfe89d1c13f8ced - v1_locations: - - docs/message-queue.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - gh_stars: 806 - gh_pushed: '2026-05-22T01:17:37Z' - ai_summary: Apicurio Registry is a high-performance, open-source centralized schema - registry. It enables teams to maintain and store OpenAPI, AsyncAPI, Avro, Protobuf, - and JSON schemas, supporting real-time validation layers in high-throughput microservice - pipelines. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Data Architecture - - Schema Governance - - Service Registry - is_microservice: true - title: '**Apicurio** Registry' -https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029896.923753 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[LEGACY]' - v2_locations: - - message-queue.md - ai_summary: Examines low-code patterns for connecting real-time streaming architectures - with legacy enterprise databases. Explains how federation tools bridge information - gaps between non-technical users and distributed message networks. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Data Architecture - - Event-Driven Data - - Data Federation - is_microservice: false - title: 'Event streaming and data federation: A citizen integrator’s story' -https://martinfowler.com/articles/data-mesh-principles.html: - description: '' - year: N/A + last_checked: 1779034484.673143 stars: 0 status: online - health_score: 100.0 - last_checked: 1779032172.946794 - content_hash: 5c2b6c0bfab22c0b6bceab7eabb36f9b8e7a8b99a3a0363e927dfa1c18e8e07f + title: 'blog.crunchydata.com: pgBackRest Point-In-Time Recovery Using Crunchy PostgreSQL'' + Operator' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: 'The seminal architectural blueprint by Zhamak Dehghani introducing - Data Mesh principles. Focuses on the core four pillars: domain-driven decentralized - data ownership, data-as-a-product, self-serve data infrastructure platforms, and - federated computational governance.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Architecture - - Data Mesh - - Foundational Principles - is_microservice: true - title: 'martinfowler.com: Data Mesh Principles and Logical Architecture' -https://www.infoq.com/news/2020/12/data-mesh-architecture: - description: '' + - docs/crunchydata.md year: N/A +https://blog.crunchydata.com/blog/postgres-indexes-for-newbies: + content_hash: 8558fd1382c91b73d82087afe59ec9cf3540c84c33ae879ab90284c04f3ea362 + description: '' + health_score: 100.0 + last_checked: 1779032296.896427 stars: 0 status: online - health_score: 100.0 - last_checked: 1779031625.650682 - content_hash: 5c4bf65f69a9f7bcb227cef22a2e82eab6f1d3ab378c7766efe2e15d7a8a7e85 + title: '==blog.crunchydata.com: Postgres Indexes for Newbies==' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: An executive summary analyzing Zhamak Dehghani's foundational Data Mesh - concepts. Contemplates the operational and architectural pivot from centralized - monolithic data pools to distributed, domain-centric, and governed team landscapes. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Data Mesh - - Strategic Overview - is_microservice: true - title: 'infoq.com: Data Mesh Principles and Logical Architecture Defined' -https://martinfowler.com/articles/data-monolith-to-mesh.html: - description: '' + - docs/databases.md year: N/A +https://blog.crunchydata.com/blog/postgresql-14-on-kubernetes: + content_hash: aa3098126aaade9a1912d4daf3dedbd75aae5ba8203f50f7ea7d444f48bda6c6 + description: '' + health_score: 100.0 + last_checked: 1779031755.590418 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029640.690515 - content_hash: 83d030036d57114a2a9d0de98db042de58a00c675bc6762cf40c8bfca7503bd6 + title: '==blog.crunchydata.com: PostgreSQL 14 on Kubernetes (with examples!)==' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: The pioneering analysis introducing the Data Mesh framework. Outlines - failure modes of traditional centralized databases and enterprise data lakes, - presenting a distributed, domain-driven data topology as a scalable alternative. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Architecture - - Data Mesh - - Migration Strategies - is_microservice: true - title: 'martinfowler.com: How to Move Beyond a Monolithic Data Lake to a Distributed - Data Mesh' -https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e: - description: '' + - docs/crunchydata.md year: N/A +https://blog.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-sets: + content_hash: cf5623b6a7f57cddd8abcdec4aa96b5194624c3f12fbe12c935a0959e6662883 + description: '' + health_score: 100.0 + last_checked: 1779032368.796188 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029710.116179 - content_hash: 56f15525d5136a97cbf4736cc9ada8ca2c827ed57831fffc8c9fb97751f11a0d + title: 'blog.crunchydata.com: Can''t Resize your Postgres Kubernetes Volume? No'' + Problem!' v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Focuses on building discrete, discoverable, and governed domain-centric - data products. Reviews core responsibilities for product engineering teams and - logical boundaries required to achieve seamless interoperability within a Data - Mesh. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Data Mesh - - Domain-Driven Design - is_microservice: true - title: 'towardsdatascience.com: Data Domains and Data Products' -https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-part-2: - description: '' + - docs/crunchydata.md year: N/A +https://blog.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes: + content_hash: 4c81d759080bf0cc90747cded5de918855698d974a361aac231710d88635f33d + description: '' + health_score: 100.0 + last_checked: 1779030529.172642 stars: 0 status: online - health_score: 100.0 - last_checked: 1779030868.324531 - content_hash: e6629555f906e3d0ecdf0e967e0cf045c06559b3a8854aef77e9996c60fe9b61 + title: 'blog.crunchydata.com: Deploy PostgreSQL With TLS in Kubernetes' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A platform implementation guide focusing on assembling a production-ready - Data Mesh within Microsoft Azure. Explores multi-workspace configurations utilizing - Azure Synapse, Azure Purview, and Data Factory within enterprise environments. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Architecture - - Data Mesh - - Cloud-Native Platforms - is_microservice: false - title: 'mrpaulandrew.com: BUILDING A DATA MESH ARCHITECTURE IN AZURE – PART 2' -https://github.com/manuzhang/awesome-streaming: - description: '' + - docs/crunchydata.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes: + content_hash: 0ad72f5674ee2be654781a9a2e11791f8b3e0235cc7a4c4754e401b2baffbc3b + description: '' health_score: 100.0 - last_checked: 1779032574.977296 - content_hash: 8ed47efe125320d7d3aced3c600543bf96b4b9099b7acd6ef97b1e63380e71e5 - v1_locations: - - docs/message-queue.md - - docs/other-awesome-lists.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: A highly curated meta-resource listing frameworks, engine architectures, - academic publications, and database connectors within the streaming data ecosystem. - Covers key analytical and event-driven technologies. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Data Architecture - - Event Streaming - - Resource Indexes - is_microservice: false - title: Awesome Streaming -https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture: - description: '' - year: N/A + last_checked: 1779032340.116606 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029472.518097 - content_hash: N/A + title: 'blog.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Traces the structural progress of big data analytics pipelines. Focuses - on the architectural evolution from high-latency batch map-reduce jobs to real-time - Kappa and Lambda messaging topologies. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Stream Processing - - Evolutionary Topologies - is_microservice: false - title: 'thenewstack.io: Part 1: The Evolution of Data Pipeline Architecture' -? https://www.satishchandragupta.com/tech/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud.html -: title: 'satishchandragupta.com: Scalable Efficient Big Data Pipeline Architecture' + - docs/databases.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgres-starts-with-pg_stat_statements: + content_hash: f4935c64c03291395d95b724ea8b0fd0c7d39d029c7e15bbe115804f96324983 description: '' health_score: 100.0 - last_checked: 1779029472.518097 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://kafka.apache.org: - description: '' - year: N/A + last_checked: 1779030883.029479 stars: 0 status: online - health_score: 100.0 - last_checked: 1779033046.501501 - content_hash: f65743c2f5c73f3f0b617869af92d8f117355da6351c7e6fbd4bf4f30d50f3cb + title: 'blog.crunchydata.com: Query Optimization in Postgres with pg_stat_statements' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: The main portal for Apache Kafka, the industry de facto standard distributed - event streaming engine. It outlines critical capabilities including partition - clustering, transactional controls, offset management, and high-performance ingestion - designs. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Data Architecture - - Event Streaming - - Message Brokers - is_microservice: true - title: Apache Kafka -https://developers.redhat.com/blog/2020/02/14/using-secrets-in-apache-kafka-connect-configuration: - description: '' + - docs/crunchydata.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/using-cert-manager-to-deploy-tls-for-postgres-on-kubernetes: + content_hash: cae0f4f9e6a01905d0490400023699385593a1d823378294f7b14f72d2ef6af5 + description: '' health_score: 100.0 - last_checked: 1779030250.303564 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Security patterns for avoiding plain-text secrets - inside Kafka Connect configurations. Live Grounding: Outlines setting up native - SecretProviders (such as directory or file-based providers) inside properties - files to map dynamic environment secrets securely.' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Security - - Kafka Connect - is_microservice: false - title: 'developers.redhat.com: Using secrets in Kafka Connect configuration' -https://github.com/monksy/awesome-kafka/blob/master/tools.md: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030587.854744 - content_hash: bbd37b93636f0486720d1d3c85369e4f0344243b89bc85169071705d9ba06ea6 - v1_locations: - - docs/message-queue.md - - docs/other-awesome-lists.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A rich community collection of operational utilities, libraries, and - GUI packages optimized for developers and administrators deploying and scaling - Apache Kafka systems. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Data Architecture - - Event Streaming - - Resource Indexes - is_microservice: false - title: Awesome Kafka -https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka-connect: - description: '' - year: N/A + last_checked: 1779032388.497478 stars: 0 status: online - health_score: 100.0 - last_checked: 1779031600.608413 - content_hash: d4fd7bc2abe548f3b815cc1e959d149bece54357c3626332eadd31fc6bb5152d + title: 'blog.crunchydata.com: Using Cert Manager to Deploy TLS for Postgres on Kubernetes' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: An deep-dive breakdown of Single Message Transformations (SMTs) within - Kafka Connect. Shows how to filter, modify, anonymize, and restructure record - payloads on-the-fly without requiring customized stream computing logic. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Event Streaming - - Data Pipelines - is_microservice: true - title: Single Message Transformations - The Swiss Army Knife of Kafka Connect -https://medium.com/convoy-tech/logs-offsets-near-real-time-elt-with-apache-kafka-snowflake-473da1e4d776: - title: 'medium: Logs & Offsets: (Near) Real Time ELT with Apache Kafka + Snowflake' + - docs/crunchydata.md year: N/A - stars: 0 +https://blog.crunchydata.com/blog/using-kubernetes-chances-are-you-need-a-database: + content_hash: d7eca609c6f53c2cf226b5e7706ec41587be03c4f4c3440d3e0a20bbdc16d961 description: '' health_score: 100.0 - last_checked: 1779030499.568956 - content_hash: N/A - v1_locations: - - docs/message-queue.md -? https://medium.com/swlh/apache-kafka-startup-guide-system-design-architectures-notification-system-web-activity-tracker-6dcaf0cf8a7 -: title: 'medium: Apache Kafka Startup Guide: System Design Architectures: Notification - System, Web Activity Tracker, ELT Pipeline, Storage System 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030499.568956 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/swlh/getting-started-with-kafka-on-openshift-c44c0fdec384: - title: 'medium: Getting Started With Kafka on OpenShift' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029269.741134 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://github.com/tchiotludo/akhq: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029472.948848 - content_hash: 67f35e0828fff7ba0c4662ffdb54b71e6f29dfbb99ff4f8d87737df215c68fe1 - v1_locations: - - docs/message-queue.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - gh_stars: 3808 - gh_pushed: '2026-05-18T21:39:03Z' - ai_summary: A powerful, feature-rich web console for administering Kafka cluster - resources. Supports direct topic data browsing, consumer group rebalancing monitoring, - schema registry integrations, and multi-tenant ACL audits. - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Data Architecture - - Event Streaming - - Cluster Management - is_microservice: false - title: AKHQ (previously known as KafkaHQ) 🌟 -https://banzaicloud.com/blog/kafka-schemareg: - title: 'banzaicloud.com: Kafka Schema Registry on Kubernetes the declarative way' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031094.297821 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034322.671404 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Illustrates how to engineer a low-latency, cloud-native CDC pipeline - utilizing Debezium connectors alongside open database architectures. Explores - data serialization optimizations and horizontal scale metrics. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Event-Driven Data - - Change Data Capture (CDC) - is_microservice: true - title: Build a simple cloud-native change data capture pipeline -https://banzaicloud.com/blog/supertubes-focal: - title: 'banzaicloud.com: Bulletproof Kafka, and the tale of an Amazon outage' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034094.378221 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031651.91323 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Demonstrates the construction of microsecond-responsive streams using - the Kafka Streams API paired with Quarkus. Explores native execution compilation - patterns to reduce JVM memory overhead and launch latency. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Stream Processing - - Microservices Frameworks - is_microservice: true - title: Build a data streaming pipeline using Kafka Streams and Quarkus -https://levelup.gitconnected.com/kafka-for-engineers-975feaea6067: - title: 'levelup.gitconnected.com: Kafka for Engineers 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031714.50831 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka: - description: '' - year: N/A + last_checked: 1779032524.808067 stars: 0 status: online - health_score: 100.0 - last_checked: 1779033782.65406 - content_hash: 89c776209bfd0815e29ca5f6728b4379db46380b87001d9513fb35b1a0eb4554 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Reviews the architecture designs required for deploying, evaluating, - and monitoring analytical machine learning models against fast event-streams. - Utilizes Apache Kafka as the backbone for scalable ingestion. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Architecture - - Data Science Platform - - Real-Time Machine Learning - is_microservice: true - title: 'confluent.io: How to Build and Deploy Scalable Machine Learning in Production - with Apache Kafka' -https://banzaicloud.com/blog/kafka-on-etcd: - title: 'banzaicloud.com: Kafka on Kubernetes - using etcd 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031357.968546 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://softwareengineeringdaily.com/2020/12/16/kafka-applications-with-tim-berglund-repeat: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032117.684969 - content_hash: 1aadd5e908f91c1366808b7e85774fa84ff64d2d60eed045e1510c74a32725b0 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: A podcast conversation detailing real-world patterns for building highly - decoupled event-driven systems. Explores streaming architecture choices, data - evolution, and microservice communication patterns with Tim Berglund. - language: English - resource_type: Podcast - complexity: Intermediate - hierarchy: - - Data Architecture - - Event Streaming - - Audio Curation - is_microservice: true - title: 'softwareengineeringdaily.com: Kafka Applications with Tim Berglund (podcast) + title: 'blog.crunchydata.com: Using Kubernetes? Chances Are You Need a Database'' 🌟' -https://www.infoq.com/articles/database-audit-system-kafka: - description: '' + v1_locations: + - docs/databases.md year: N/A +https://blog.crunchydata.com/blog/your-guide-to-connection-management-in-postgres: + content_hash: 2e7aaf19c49e71a035774a9df6cb70569213069558b408ca1d98921d52f1fc92 + description: '' + health_score: 100.0 + last_checked: 1779034349.775188 stars: 0 status: online - health_score: 100.0 - last_checked: 1779029071.038094 - content_hash: af374a2679cfb92c16e3ac53053fcbbaa9568d5a2c39826b05101223454d4fe8 + title: 'blog.crunchydata.com: Your Guide to Connection Management in Postgres 🌟' v1_locations: - - docs/message-queue.md + - docs/crunchydata.md + year: N/A +https://blog.crunchydata.com/news/next-generation-crunchy-postgres-for-kubernetes-released: + content_hash: 49a3434ea2bf007170f19c52f99123dd63f410aeb19d66b55da41f6fe8e72b01 + description: '' + health_score: 100.0 + last_checked: 1779031215.970224 + stars: 0 + status: online + title: 'blog.crunchydata.com: Next Generation Crunchy Postgres for Kubernetes 5.0'' + Released' + v1_locations: + - docs/crunchydata.md + year: N/A +https://blog.csanchez.org/2021/06/15/serverless-jenkins-pipelines-with-google-cloud-run: + content_hash: 715726561e7b10dc3ae2430b33e3b6bc2851d1c2b4bf4f3c8c4f3ff19d1685dc + description: '' + health_score: 100.0 + last_checked: 1779031450.855133 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Examines a robust architectural design for database auditing. Uses Maxwell's - Daemon to ingest database binlogs, routing changes through Kafka into MongoDB - to form a tamper-resistant historical record. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Architecture - - Event-Driven Data - - Compliance Systems - is_microservice: true - title: 'infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and - Maxwell''s Daemon' -https://www.tecmint.com/install-apache-kafka-in-centos-rhel: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779030966.637525 - content_hash: 5c591976e12ef7511a136c01445754f04abc340da103db1e8130bdd1217803fa - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: A technical operational guide detailing the installation and configuration - of Zookeeper and Apache Kafka services directly on bare-metal or VM instances - running CentOS and RHEL 7. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Cloud-Native Infrastructure - - Event Streaming - - Infrastructure Operations - is_microservice: false - title: 'tecmint: How to Install Apache Kafka in CentOS/RHEL 7' -https://medium.com/@andy.bryant/processing-guarantees-in-kafka-12dd2e30be0e: - title: 'medium: Processing guarantees in Kafka' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030090.94494 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://davidxiang.com/2021/01/10/kafka-as-a-database: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032521.786486 - content_hash: 5a15f6113285e755f7253257be4c70db353c8387b2c1f8b69832bcdd55aac899 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Evaluates the controversial 'Kafka as a database' design model. Analyzes - the trade-offs of using Kafka for data persistence, explaining limits on random - queries and index lookups relative to typical relational/NoSQL setups. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Architecture - - Event Streaming - - Architectural Patterns - is_microservice: true - title: 'davidxiang.com: Kafka As A Database? Yes Or No' -https://medium.com/pinterest-engineering/how-pinterest-runs-kafka-at-scale-ff9c6f735be: - title: 'medium: How Pinterest runs Kafka at scale' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033575.358779 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/google-cloud/google-pub-sub-lite-for-kafka-users-dec8a7cfc5e5: - title: 'medium: Google Pub/Sub Lite for Kafka Users' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033415.630333 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/wix-engineering/4-microservices-caching-patterns-at-wix-b4dfee1ae22f: - title: 'medium: 4 Microservices Caching Patterns at Wix' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033328.844044 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/digitalfrontiers/microservices-in-rust-with-kafka-2b671295b24e: - title: 'medium: Microservices in Rust with Kafka' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032162.910307 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/swlh/apache-kafka-in-a-nutshell-5782b01d9ffb: - title: 'medium: Apache Kafka in a Nutshell 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034041.40281 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030306.098304 - content_hash: b156071bf031102b74e238f9b95170331ce667f9b1b9eb385169777c2f4d4e6b - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Explains methods for operating federated or geographically-dispersed - Kafka clusters. Details patterns for maintaining centralized visibility and configuring - multi-cluster pipelines using Confluent Control Center. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Data Architecture - - Event Streaming - - Cluster Management - is_microservice: false - title: 'confluent.io: Simplifying Apache Kafka Multi-Cluster Management Using Control - Center and Cluster Registry' -https://www.kai-waehner.de/blog/2021/03/10/apache-kafka-app-modernization-legacy-hybrid-cloud-native-architecture: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031345.053546 - content_hash: b5d6ec88a2c78f610e9b0a6abfd0a178386814089e51a623628053df5169e9dd - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - message-queue.md - ai_summary: Examines legacy migration models utilizing Apache Kafka as an integration - buffer. Discusses streaming events between on-prem mainframe systems and agile - cloud-native microservices with zero downtime. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Infrastructure - - Hybrid Cloud Platforms - - Modernization Strategy - is_microservice: true - title: 'kai-waehner.de: App Modernization and Hybrid Cloud Architectures with Apache - Kafka' -https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog-series-part-1-of-5-overview-comparison: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033617.143858 - content_hash: N/A - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: A systematic deep dive comparing MQTT brokers to Kafka. Reviews how - to build end-to-end telemetry systems, deploying MQTT at the edge for lightweight - transport and Kafka at the core for analytical streaming. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Event Streaming - - IoT Telemetry Integration - is_microservice: false - title: 'kai-waehner.de: Apache Kafka and MQTT (Part 1 of 5) – Overview and Comparison' -? https://medium.com/@harmonh/solutions-to-communication-problems-in-microservices-using-apache-kafka-and-kafka-lens-9b6d453de352 -: title: 'medium: Solutions to Communication Problems in Microservices using Apache - Kafka and Kafka Lens' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033617.143858 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.confluent.io/blog/devops-for-apache-kafka-with-kubernetes-and-gitops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033045.513363 - content_hash: d69780198af6986df48f88407fa5709552aad21d3aac2067fda38953a1aefe86 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: Examines GitOps models for coordinating declarative configurations of - schemas, partitions, ACLs, and topics across multiple Kubernetes-hosted Kafka - environments using automated pipelines. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud-Native Infrastructure - - Event Streaming - - GitOps Practices - is_microservice: true - title: 'confluent.io: DevOps for Apache Kafka with Kubernetes and GitOps 🌟' -https://dzone.com/articles/microservices-event-driven-architecture-and-kafka: - title: 'dzone.com: Microservices, Event-Driven Architecture and Kafka 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030119.215144 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/event-driven-utopia/understanding-kafka-topic-partitions-ae40f80552e8: - title: 'medium: Understanding Kafka Topic Partitions' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031758.983273 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://piotrminkowski.com/2021/03/31/knative-eventing-with-kafka-and-quarkus: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030482.430384 - content_hash: 5990a357ac3715a4431ba35c4c6d3e8a202819043b2267656c9897b6fe5bb7fc - v1_locations: - - docs/message-queue.md - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: Illustrates the deployment of Knative serverless application endpoints - coordinated with Apache Kafka event feeds. Utilizes Quarkus microservices to demonstrate - scale-to-zero configurations that adapt automatically to stream ingestion. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud-Native Infrastructure - - Serverless Computing - - Knative Eventing - is_microservice: true - title: 'piotrminkowski.com: Knative Eventing with Kafka and Quarkus' -https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-on-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030827.184852 - content_hash: 58f137ba295342a2620d5d9f864afba823d8a1abfdde62304b9780d75f7f33c2 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Provides architectural guidelines on hosting stable, production-grade - Apache Kafka clusters on Kubernetes. Explores state persistence requirements, - advanced container network setups, and operational recovery pipelines. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Cloud-Native Infrastructure - - Event Streaming - - Kubernetes Operators - is_microservice: false - title: 'thenewstack.io: Beyond the Quickstart: Running Apache Kafka as a Service - on Kubernetes' -https://www.instaclustr.com/apache-kafka-architecture: - title: 'instaclustr.com: Apache Kafka Architecture: A Complete Guide 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034265.126255 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.youtube.com/watch?v=9wu-j9gIlBY&list=PLa7VYi0yPIH1MB2n2w8pMZguffCDu2L4Y&index=8&ab_channel=Confluent: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031591.580433 - content_hash: N/A - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: An educational video series illustrating the programmatic administration - of Kafka Connect connectors. Details the layout of the Connect REST API for creating, - validating, scaling, and debugging stateful data integrations. - language: English - resource_type: Video - complexity: Beginner - hierarchy: - - Data Architecture - - Event Streaming - - Video Tutorials - is_microservice: true - title: 'youtube playlist: Kafka Connect Tutorials | Kafka Connect 101: REST API - 🌟' -? https://developers.redhat.com/blog/2021/05/04/event-driven-apis-and-schema-governance-for-apache-kafka-get-ready-for-kafka-summit-europe-2021 -: description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031591.580433 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Synthesizes key themes of Kafka Summit Europe 2021, detailing patterns - in distributed schema governance, central API catalogs, and microservice integration - design protocols. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Data Architecture - - Schema Governance - - Event-Driven Governance - is_microservice: true - title: 'youtube playlist: Kafka Connect Tutorials | Kafka Connect 101: REST API - Kafka: Get ready for Kafka Summit Europe 2021' -https://developers.redhat.com/blog/2021/05/05/building-resilient-event-driven-architectures-with-apache-kafka: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034306.14323 - content_hash: N/A + title: 'blog.csanchez.org: Serverless Jenkins Pipelines with Google Cloud Run' v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' + - docs/jenkins.md v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: A practical guide from Red Hat engineers on building - resilient EDA systems using Kafka. Live Grounding: Explains foundational patterns - such as retries, dead-letter queues (DLQ), and stateful stream processing to prevent - message loss and maintain system availability during downstream failures.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Architectural Patterns - - Resiliency - is_microservice: true - title: 'developers.redhat.com: Building resilient event-driven architectures with - Apache Kafka' -https://www.gentlydownthe.stream: - description: '' + - jenkins.md year: N/A +https://blog.cyble.com/2022/06/27/exposed-kubernetes-clusters: + content_hash: c8e385b924674c3249a64dc341fe5bfca5c3df7f72e295c8d8bfc101fcf25376 + description: '' + health_score: 100.0 + last_checked: 1779034566.212964 stars: 0 status: online - health_score: 100.0 - last_checked: 1779034531.072188 - content_hash: 6f2907b7ba59fe7a1f1227ca391bd0ad7d5122b81b2171a88f0696a851d27899 + title: 'blog.cyble.com: Exposed Kubernetes Clusters' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: A highly acclaimed visual, interactive introduction - to Apache Kafka and stream processing. Live Grounding: Leverages hand-drawn diagrams - and narrative storytelling to explain complex streaming concepts such as replication, - consumer offsets, and transaction semantics in an exceptionally digestible manner.' - language: English - resource_type: Interactive Guide - complexity: Beginner - hierarchy: - - Event-Driven Architecture - - Apache Kafka - - Fundamentals - is_microservice: false - title: gentlydownthe.stream -https://phoenixnap.com/kb/kafka-on-kubernetes: - description: '' + - docs/kubernetes-security.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032884.73722 - content_hash: 121bfe62a7354f39bc46a983beabf38c994ce1e3505aa11640d0caeca7d637c9 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Comprehensive guide to running stateful Kafka clusters - on Kubernetes platforms. Live Grounding: Outlines deploying Kafka utilizing statefulsets, - configuring persistent volumes, and handling network routing. Explores the advantages - of operator-managed setups versus standard manual deployments.' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Stateful Workloads - - Kafka on Kubernetes - is_microservice: false - title: 'phoenixnap.com: How to Set Up and Run Kafka on Kubernetes 🌟' -https://piotrminkowski.com/2021/06/14/knative-eventing-with-quarkus-kafka-and-camel: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030957.878655 - content_hash: 37e2768d0b3ca225fe00a1573928f581fbec2e506dd39ce4be0a514cd0dc8480 - v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: A step-by-step implementation guide showing serverless - integration patterns using Knative, Quarkus, Kafka, and Apache Camel. Live Grounding: - Demonstrates how to build efficient, fast-booting containerized JVM microservices - that react dynamically to Kafka events routed via Knative''s eventing framework.' - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Serverless - - Knative - - Event-Driven Integration - is_microservice: true - title: 'piotrminkowski.com: Knative Eventing with Quarkus, Kafka and Camel' -https://itnext.io/configuring-kafka-sources-and-sinks-in-kubernetes-271e3757b208: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029704.438962 - content_hash: a15caef5232db9fd6b42fa5e31468062c0dfa0e1648b9f4ef6b1c7c2c7c9638f - v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Hands-on exploration of declarative serverless ingestion - pipelines on Kubernetes. Live Grounding: Focuses on setting up Knative Eventing - Kafka sources and sinks, showcasing how to abstract underlying broker complexities - into native Kubernetes custom resource definitions (CRDs).' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Serverless - - Knative - - Declarative Configuration - is_microservice: true - title: 'itnext.io: Configuring Kafka Sources and Sinks declaratively in Kubernetes - using Knative' -https://strimzi.io/blog/2021/07/05/upgrade-improvements: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031900.844472 - content_hash: a9ce9ed3ba7a708761f88804d2f567893e50401eb42f1665e5830f74aa78986d - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Direct technical update from the Strimzi maintainers - regarding Kafka upgrade orchestration. Live Grounding: Details the architectural - improvements in Strimzi''s reconciliation loops, enabling automated, zero-downtime - rolling upgrades of stateful Kafka pods with strict schema protection.' - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Stateful Workloads - - Strimzi Operator - is_microservice: false - title: 'strimzi.io: Kafka upgrade improvements' -https://developers.redhat.com/articles/2021/07/07/getting-started-red-hat-openshift-streams-apache-kafka: - title: 'developers.redhat.com: Getting started with Red Hat OpenShift Streams for - Apache Kafka' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032543.441995 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event-driven-architecture-practical-approach: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030024.624062 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Best practices on governing async APIs and schema - definitions inside microservice ecosystems. Live Grounding: Focuses on AsyncAPI - specifications, Schema Registry integration, and decoupling publisher/consumer - evolution paths to ensure backward compatibility and operational maturity.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - API Management - - Schema Governance - is_microservice: true - title: 'developers.redhat.com: Managing the API life cycle in an event-driven architecture: - A practical approach 🌟' -https://www.baeldung.com/ops/kafka-list-active-brokers-in-cluster: - title: 'baeldung.com: List Active Brokers in a Kafka Cluster Using Shell Commands - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031464.458439 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://developers.redhat.com/articles/2021/07/16/how-secure-apache-kafka-schemas-red-hat-integration-service-registry-20: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030010.206456 - content_hash: 2935538fe3d34504e4446603cf855f18bb72db8224e49636fb8ee81f857d20fc - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Security-focused guide for configuring and shielding - the API schema registry. Live Grounding: Details RBAC integration, TLS communication, - and schema evolution restrictions using Red Hat Integration Service Registry 2.0 - (based on Apicurio Registry) to protect message payloads.' - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Schema Governance - - Security - is_microservice: true - title: 'developers.redhat.com: How to secure Apache Kafka schemas with Red Hat Integration - Service Registry 2.0' -? https://grafana.com/blog/2021/07/26/get-comprehensive-monitoring-for-your-apache-kafka-ecosystem-instances-quickly-with-grafana-cloud -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030010.206456 - v1_locations: - - docs/message-queue.md - content_hash: 2935538fe3d34504e4446603cf855f18bb72db8224e49636fb8ee81f857d20fc - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Overview of cloud-managed observability templates - for Kafka. Live Grounding: Details the installation of preconfigured Grafana dashboards - targeting JVM metrics, consumer group lag, broker performance, and broker/under-replicated - partition alerts.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Observability - - Monitoring - - Grafana Integration - is_microservice: false - title: 'developers.redhat.com: How to secure Apache Kafka schemas with Red Hat Integration - instances quickly with Grafana Cloud' -https://dzone.com/articles/next-gen-data-pipes-with-spark-kafka-and-k8s: - title: 'dzone: Next-Gen Data Pipes With Spark, Kafka and k8s 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030267.64218 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.confluent.io/blog/designing-an-elastic-apache-kafka-for-the-cloud: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031495.042429 - content_hash: 9ac6fe28ed86253f38d720d513967a7d918d933fd5aca458abaa8166ce5ce28b - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Architectural retrospective on how Confluent engineered - a multi-tenant, elastic serverless Kafka platform. Live Grounding: Explores storage-compute - decoupling, automated partition rebalancing, and custom multi-tenant billing-aware - resource allocators.' - language: English - resource_type: Whitepaper / Article - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Serverless Data Platforms - - Elastic Kafka - is_microservice: false - title: 'confluent.io: Making Apache Kafka Serverless: Lessons From Confluent Cloud' -https://developer.confluent.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032368.797472 - content_hash: 75170eaa9d07308bcd2de023329234562a591588a13b9b81eb434c9b695321c3 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Confluent''s central education portal containing exhaustive - learning paths for Apache Kafka. Live Grounding: Houses premium-grade technical - videos, tutorials, sample applications, and comprehensive courses covering stream - processing, Kafka streams, and event-driven architecture patterns.' - language: English - resource_type: Learning Portal - complexity: All Levels - hierarchy: - - Event-Driven Architecture - - Apache Kafka - - Learning Resources - is_microservice: true - title: developer.confluent.io 🌟🌟 -https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033500.787106 - content_hash: 17c449c9932d650658ba3bd26aa977ac9a3533d6d82a9e2718e5065e141972d8 - v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Practical post on establishing low-latency, secure - client connections to Kafka brokers inside a Kubernetes network boundary. Live - Grounding: Reviews internal DNS routing, ingress endpoints, and SASL authentication - configs to safely bridge containerized publishers and consumer workloads.' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Kafka on Kubernetes - - Application Integration - is_microservice: true - title: 'itnext.io: Sending Messages to Kafka in Kubernetes' -https://cloudhut.dev/blog/2021-06-24-running-kafka-on-kubernetes: - title: 'cloudhut.dev: Running Apache Kafka on Kubernetes successfully' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031045.931625 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://developers.redhat.com/articles/2021/09/01/outbox-pattern-apache-kafka-and-debezium: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030882.733222 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Deep technical analysis of resolving dual-write problems - using CDC and the Outbox Pattern. Live Grounding: Uses Debezium and Apache Kafka - to stream database transaction events reliably, ensuring strict eventual consistency - across decoupled microservices without 2PC overhead.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Integration Patterns - - Transactional Outbox - is_microservice: true - title: 'developers.redhat.com: The outbox pattern with Apache Kafka and Debezium - 🌟' -https://towardsdatascience.com/overview-of-ui-tools-for-monitoring-and-management-of-apache-kafka-clusters-8c383f897e80: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032095.157767 - content_hash: 0ab2a20fe6c12a9e83ed231ef63bab7e659f0219eeab480a9f8e47d4f0f8d87c - v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Comparative review of leading open-source and commercial - administration portals for Kafka. Live Grounding: Compares visual management capabilities, - schema registration support, and partition offset visualization across tools like - AKHQ, Kafdrop, and Lenses.' - language: English - resource_type: Review Article - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Apache Kafka - - Tooling & UI - is_microservice: false - title: 'towardsdatascience.com: Overview of UI Tools for Monitoring and Management - of Apache Kafka Clusters' -https://analyticsindiamag.com/how-uber-is-leveraging-apache-kafka-for-more-than-300-micro-services: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030353.293633 - content_hash: fc25dd05f8a367ba81d907e65936a5a50af618031ffc8f23a8e649d02eaedb6a - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: High-level overview of Uber''s multi-cluster global - event bus setup. Live Grounding: Discusses operating trillions of daily messages - over 300+ microservices, highlighting custom proxying layers, dead-letter routing - structures, and regional backpressure mitigation strategies.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Scale Operations - - Case Studies - is_microservice: true - title: 'analyticsindiamag.com: How Uber is Leveraging Apache Kafka For More Than - 300 Micro Services' -https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-with-sasl-scram-48c340e1ffe9: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030438.435019 - content_hash: N/A - v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Hardening guide detailing connection security between - AWS EKS-based consumers and Kafka clusters. Live Grounding: Demonstrates configuring - Kafka users with SASL/SCRAM credentials, managing secrets within Kubernetes natively, - and establishing encrypted TLS connectivity over VPC boundaries.' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Security - - Amazon EKS - is_microservice: true - title: 'itnext.io: Securely Decoupling Kubernetes-based Applications on Amazon EKS - using Kafka with SASL/SCRAM' -? https://medium.com/transferwise-engineering/running-kafka-in-kubernetes-part-1-why-we-migrated-our-kafka-clusters-to-kubernetes-722101a2e751 -: title: 'medium: Running Kafka in Kubernetes, Part 1: Why we migrated our Kafka clusters - to Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030438.435019 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://betterprogramming.pub/how-to-handle-duplicate-messages-and-message-ordering-in-kafka-82e2fef82025: - title: 'betterprogramming.pub: How to Handle Duplicate Messages and Message Ordering - in Kafka' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032455.136016 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/bakdata/optimizing-kafka-streams-apps-on-kubernetes-by-splitting-topologies-ac6b4c90516e: - title: 'medium: Optimizing Kafka Streams Apps on Kubernetes by Splitting Topologies' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031758.974694 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://inder-devops.medium.com/kafka-best-practices-lessons-learned-by-inder-431dc5fafd3b: - title: 'inder-devops.medium.com: Kafka- Best practices & Lessons Learned | By Inder' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030846.448849 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.datadoghq.com/blog/monitoring-kafka-performance-metrics: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030951.985847 - content_hash: d945cbe5c0ffa46d2f9ce7b3d939da105578ba96b8fbe404f10f1a47eb312dea - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: The gold-standard diagnostic reference for key Kafka - metrics. Live Grounding: Breaks down critical under-replicated partition counts, - active controller counts, consumer lag, and I/O network thread usage, offering - concrete troubleshooting actions for operational stability.' - language: English - resource_type: Technical Reference - complexity: Intermediate - hierarchy: - - Observability - - Monitoring - - Performance Metrics - is_microservice: false - title: 'datadoghq.com: Monitoring Kafka performance metrics' -https://blog.workwell.io/how-to-manage-your-kafka-consumers-from-the-producer-9933b88085dd: - title: 'blog.workwell.io: How to manage your Kafka consumers from the producer' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031307.026818 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://slack.engineering/building-self-driving-kafka-clusters-using-open-source-components: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032283.10237 - content_hash: a81f5b39b3e83851acb863de0abd3c01b2ab920cd32a26397bb3eb2790400331 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Insightful deep dive from Slack engineers on automating - cluster maintenance. Live Grounding: Analyzes their usage of LinkedIn''s Cruise - Control to automate cluster balancing, partition reassignment, and self-healing - under heavy operational scaling pressures.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Scale Operations - - Automation - is_microservice: false - title: 'slack.engineering: Building Self-driving Kafka clusters using open source - components' -https://adam-kotwasinski.medium.com/kafka-mesh-filter-in-envoy-a70b3aefcdef: - title: 'adam-kotwasinski.medium.com: Kafka mesh filter in Envoy' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032236.046539 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/airwallex-engineering/kafka-streams-iterative-development-and-blue-green-deployment-fae88b26e75e: - title: 'medium.com/airwallex-engineering: Kafka Streams: Iterative Development and - Blue-Green Deployment' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033240.238623 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030499.600813 - content_hash: 3d3b0a493e4e4dfbe0274d6464c268fcc8557c63e11a2aaad0da9742a1b62987 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Practical setup workflow for running local Kafka configurations - under Minikube or Docker Desktop. Live Grounding: Explains minimal YAML profiles - using Helm or lightweight operators to quickly spin up development broker instances - for sandboxed microservices validation.' - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Cloud Native Infrastructure - - Kafka on Kubernetes - - Local Development - is_microservice: true - title: 'dev.to: Running Kafka on kubernetes for local development' -https://medium.com/udemy-engineering/introducing-hot-and-cold-retries-on-apache-kafka-f2f23595627b: - title: 'medium.com/udemy-engineering: Introducing Hot and Cold Retries on Apache - Kafka' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033611.955189 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://developers.redhat.com/articles/2022/03/10/which-better-single-kafka-cluster-rule-them-all-or-many: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032195.588881 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Comparative design analysis evaluating consolidated - vs. decentralized cluster strategies. Live Grounding: Evaluates multi-tenancy, - risk blast radius, organizational boundaries, billing allocation, and schema maintenance - overhead across both topological models.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Multi-Cluster Strategy - - Governance - is_microservice: true - title: 'developers.redhat.com: Which is better: A single Kafka cluster to rule them - all, or many?' -https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-streams-when-given-a-second-chance-b904a80bc4be: - title: 'medium.com/dna-technology: Why we dropped event sourcing with Kafka Streams - when given a second chance' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034516.764381 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032364.522575 - content_hash: fc3935c6aeb1bd3102dfabc2205304b094e708d0f62b60723edc9cae365691e8 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Essential architectural review pointing out Kafka - anti-patterns. Live Grounding: Evaluates hard constraints of Kafka, comparing - it against traditional message queues (RabbitMQ), data warehouses, and API gateways. - Ideal for teams auditing if Kafka is the appropriate fit.' - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Architectural Evaluation - - Anti-Patterns - is_microservice: true - title: '==kai-waehner.de: When NOT to use Apache Kafka?==' -https://betterprogramming.pub/everything-you-need-to-know-about-kafka-a83e2456d14c: - title: 'betterprogramming.pub: Everything You Need To Know About Kafka 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031099.438466 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://blog.developer.adobe.com/exploring-kafka-producers-internals-37411b647d0f: - title: 'blog.developer.adobe.com: Exploring Kafka Producer’s Internals 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031962.333262 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/altitudehq/kafka-retries-and-maintain-order-of-retry-events-313482044351: - title: 'medium.com/altitudehq: Kafka retries and maintaining the order of retry - events 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033942.398083 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/cloudnesil/kafka-streams-state-store-at-scale-390d9717b42a: - title: 'medium.com/cloudnesil: Kafka Streams State Store at Scale' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029161.167159 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://towardsdev.com/performance-testing-your-kubernetes-kafka-cluster-95f6e7d8dfc5: - title: 'towardsdev.com: Performance Testing Your Kubernetes Kafka Cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031226.469286 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/@hardiktaneja_99752/lessons-after-running-kafka-in-production-626974ffd700: - title: '==medium.com/@hardiktaneja_99752: Lessons after running Kafka in production== - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031064.297708 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://betterprogramming.pub/monitoring-kafkaapplications-implementing-healthchecks-and-tracking-lag-3976cc6f00d5: - title: '==betterprogramming.pub: Monitoring Kafka Applications β€” Implementing Healthchecks - and Tracking Lag==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030115.35707 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://thenewstack.io/linkedin-layered-architecture-minimizes-kafka-scaling-issues: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032157.205943 - content_hash: 05b870407e2712edb24aeb550adca196399d5b8161ccf969a5f53c497c8647fe - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Case study detailing how LinkedIn redesigned their - backend streaming pipeline layers. Live Grounding: Explains how a layered model - decouples the client APIs from physical clusters, mitigating client-induced connection - bloat and simplifying routing management.' - language: English - resource_type: Case Study - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Scale Operations - - Case Studies - is_microservice: true - title: 'thenewstack.io: LinkedIn Layered Architecture Minimizes Kafka Scaling Issues' -https://developers.redhat.com/articles/2022/09/27/end-end-field-level-encryption-apache-kafka-connect: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030201.992235 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Security implementation guide on field-level crypto - for data pipelines. Live Grounding: Addresses PCI/GDPR requirements by demonstrating - Cryptographic SMTs (Simple Message Transforms) within Kafka Connect, ensuring - data is encrypted before hitting log segments.' - language: English - resource_type: Tutorial - complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Security - - Data Compliance - is_microservice: false - title: 'developers.redhat.com: End-to-end field-level encryption for Apache Kafka - Connect' https://blog.datumo.io/setting-up-kafka-on-kubernetes-an-easy-way-26ae150b9ca8: - title: 'blog.datumo.io: Setting up Kafka on Kubernetes - an easy way' - year: N/A - stars: 0 + content_hash: N/A description: '' health_score: 100.0 last_checked: 1779029952.262963 - content_hash: N/A + stars: 0 + title: 'blog.datumo.io: Setting up Kafka on Kubernetes - an easy way' v1_locations: - docs/message-queue.md -https://www.linkedin.com/pulse/kaka-cluster-setup-kubernetes-avinash-kumar-chandran: - description: '' year: N/A +https://blog.davesdomain.co.uk/posts/azure-rbac-constrained-delegation: + content_hash: 6106369d97e724c1073df380fa30cf5e8ce344560e76bd66ae97504d9fd0ab15 + description: '' + health_score: 100.0 + last_checked: 1779032337.589145 + needs_ai_refresh: true stars: 0 status: online - health_score: 100.0 - last_checked: 1779029509.921438 - content_hash: 4daeb4f0bbf147281030b0a8a09a69ae5aacd19bdb5aaa7d2f44d26fff5e0d38 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Step-by-step technical guide for provisioning Kafka - on Kubernetes using direct manifests. Live Grounding: Covers statefulsets, headless - service definitions, volume claim templates, and environment variables targeting - manual multi-broker cluster creation.' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Kafka on Kubernetes - - Guides - is_microservice: false - title: '==linkedin.com: Kafka Cluster Setup on Kubernetes==' -https://medium.com/wix-engineering/troubleshooting-kafka-for-2000-microservices-at-wix-986ee382fd1e: - title: 'medium.com/wix-engineering: Troubleshooting Kafka for 2000 Microservices - at Wix' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032159.105854 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://engineering.grab.com/zero-trust-with-kafka: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034454.149966 - content_hash: 1245ff437091ccf88e0572ab5dedb30d402a72b3a8dcc697efcdd9aaa26572e1 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - '[COMMUNITY-TOOL]' + title: 'blog.davesdomain.co.uk: A look at Azure RBAC Constrained Delegation' + v1_locations: + - docs/azure.md v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Production study from Grab''s engineering team on - implementing zero-trust network boundaries for messaging. Live Grounding: Covers - mutual TLS (mTLS) for broker-client transport, fine-grained ACL authorization, - and automating credential lifecycle rotation.' - language: English - resource_type: Case Study + - azure.md + year: N/A +https://blog.dbi-services.com/deploying-postgresql-in-minishiftopenshift: + content_hash: cdb88ede1470b0373935547add7d5376331fcd61c375baac43f570d6f683e391 + description: '' + health_score: 100.0 + last_checked: 1779030388.066412 + stars: 0 + status: online + title: Deploying PostgreSQL in MiniShift/OpenShift 3 + v1_locations: + - docs/demos.md + year: N/A +https://blog.deckhouse.io/how-we-enjoyed-upgrading-a-bunch-of-kubernetes-clusters-from-v1-16-to-v1-19-7d664624b2c1: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034499.725041 + stars: 0 + title: 'blog.deckhouse.io: How we enjoyed upgrading a bunch of Kubernetes clusters'' + from v1.16 to v1.19' + v1_locations: + - docs/kubernetes.md + year: N/A +https://blog.deref.io/containers-dont-solve-everything: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030364.642461 + stars: 0 + title: 'blog.deref.io: Containers Don''t Solve Everything 🌟' + v1_locations: + - docs/introduction.md + year: N/A +? https://blog.desdelinux.net/microsoft-performance-tools-una-serie-de-herramientas-open-source-para-analizar-el-rendimiento-del-sistema +: ai_summary: AnΓ‘lisis en espaΓ±ol de Microsoft Performance-Tools, una suite de cΓ³digo + abierto basada en .NET Core para recopilar trazas y mΓ©tricas del sistema operativo + en entornos Linux y Windows. [SPANISH CONTENT] complexity: Advanced - hierarchy: - - Event-Driven Architecture - - Security - - Zero Trust - is_microservice: true - title: 'engineering.grab.com: Zero trust with Kafka' -https://www.freecodecamp.org/news/apache-kafka-handbook: + content_hash: aed9a42986d539812d71ff3f2f2e6b5e02c5c657bff495fdfbe55235f4ae199c description: '' - year: N/A - stars: 0 - status: online health_score: 100.0 - last_checked: 1779031576.26191 - content_hash: 8a37fe48609436bf7a77bbe4cd94469f45b147cade5e9407c07f849b10bfb08e - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Comprehensive handbook targeting developers getting - started with event streams. Live Grounding: Explains underlying storage patterns, - consumers, producers, and practical command-line exercises, making it an excellent - onboarding guide.' - language: English - resource_type: Handbook - complexity: Beginner hierarchy: - - Event-Driven Architecture - - Apache Kafka - - Fundamentals + - Observability and Performance + - Performance Testing + - Operating Systems is_microservice: false - title: 'freecodecamp.org: The Apache Kafka Handbook – How to Get Started Using Kafka - 🌟' -https://medium.com/@rramiz.rraza/kafka-metrics-integration-with-prometheus-and-grafana-14fe318fbb8b: - title: 'medium.com/@rramiz.rraza: Kafka metrics monitoring with Prometheus and Grafana - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030720.582511 - content_hash: N/A - v1_locations: - - docs/message-queue.md -https://rogulski.it/blog/kafka-consumer-knative-fastapi: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030574.66174 - content_hash: b0dd10951fcebba81d133a21d6ebc7b1b138b347b068b61a9221392222d4f187 - v1_locations: - - docs/message-queue.md + language: es + last_checked: 1779033762.406201 needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Practical reference implementation for python-based - serverless consumers. Live Grounding: Illustrates setting up Knative Eventing - with a KafkaSource trigger to dynamically scale a FastAPI container from zero - to process inbound streaming records.' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Serverless - - Knative - - Python Microservices - is_microservice: true - title: 'rogulski.it: Consume Kafka events with Knative service and FastAPI on kubernetes - 🌟' -https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030052.033543 - content_hash: a41872846f9d039ec843771aec6b64d0ededc319082ed783d14df7320d17627e - v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Optimization guide for Spring Boot engineers processing - high-throughput event logs. Live Grounding: Examines concurrent message listener - configurations, partition distribution strategies, and thread-safe processing - to fully maximize JVM resources.' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Application Integration - - Java Spring Boot - is_microservice: true - title: 'piotrminkowski.com: Concurrency with Kafka and Spring Boot' -https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033479.243401 - content_hash: f2af789e511b8c2df3355b5d7eda42e5b089b7d997fc8a9876877de5aad32b14 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Strategic evaluation of managed SaaS Kafka setups - versus DIY operator approaches on Kubernetes. Live Grounding: Compares total cost - of ownership (TCO), maintenance scaling, day-2 operations complexity, and custom - flexibility demands.' - language: English resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Kubernetes Strategy - - Infrastructure Decisions - is_microservice: false - title: '==thenewstack.io: Kafka on Kubernetes: Should You Adopt a Managed Solution?==' -https://github.com/obsidiandynamics/kafdrop: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030680.619628 - content_hash: 9ecc39082499c770195c21d4161e8523b661fdfa053dadc0b62b4cb02be2b92a - v1_locations: - - docs/message-queue.md - - docs/monitoring.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - gh_stars: 6135 - gh_pushed: '2026-05-20T19:38:08Z' - ai_summary: 'Curator Insight: Highly popular, lightweight web UI for monitoring - and managing Apache Kafka. Live Grounding: Renders cluster info, brokers, topics, - partition offsets, consumer group lag, and allows active JSON/protobuf message - payload inspection.' - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Apache Kafka - - Tooling & UI - is_microservice: false - title: Kafdrop – Kafka Web UI 🌟 -https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-client-1kb4: - description: '' - year: N/A stars: 0 status: online - health_score: 100.0 - last_checked: 1779031455.369527 - content_hash: 348ae17f08c271189d784b18252424ac3ac435be8b3aa62d7e2c73a4283a22c2 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Guide to Kafkacat (now rebranded as kcat), the developer''s - favorite Swiss Army knife CLI. Live Grounding: Walks through real-world piping, - consuming from dynamic offsets, producing raw file contents, and query configurations - using the command line.' - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Apache Kafka - - Tooling & UI - is_microservice: false - title: 'dev.to: Learn how to use Kafkacat – the most versatile Kafka CLI client - 🌟' -https://github.com/lensesio/fast-data-dev: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030413.838766 - content_hash: 8aae4234c3fd5d81307550e8b1207fe6dad1ef90194caaba469d7226104fa3c6 + - '[COMMUNITY-TOOL]' + title: 'blog.desdelinux.net: Microsoft Performance-Tools, una serie de herramientas'' + open source para analizar el rendimiento del sistema' v1_locations: - - docs/message-queue.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' + - docs/performance-testing-with-jenkins-and-jmeter.md v2_locations: - - message-queue.md - gh_stars: 2079 - gh_pushed: '2025-11-20T21:51:52Z' - ai_summary: 'Curator Insight: Highly popular, all-in-one Docker image comprising - Kafka, ZooKeeper, Schema Registry, and REST Proxy. Live Grounding: Excellent for - local developer validation and integration pipelines needing a pre-wired, enterprise-ready - playground instance.' - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Apache Kafka - - Local Development - is_microservice: false - title: github.com/lensesio/fast-data-dev (Lenses Box) -https://dzone.com/articles/visualize-your-apache-kafka-streams-using-the-quar: - title: 'dzone: Visualize your Apache Kafka Streams using the Quarkus Dev UI' + - performance-testing-with-jenkins-and-jmeter.md year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032039.038775 +https://blog.developer.adobe.com/exploring-kafka-producers-internals-37411b647d0f: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031962.333262 + stars: 0 + title: 'blog.developer.adobe.com: Exploring Kafka Producer’s Internals 🌟' v1_locations: - docs/message-queue.md -https://github.com/sauljabin/kaskade: - description: '' year: N/A - stars: 0 +? https://blog.developersteve.com/canary-deployments-in-kubernetes-safely-releasing-new-features-with-confidence-f6eb3f0dab6f +: content_hash: N/A + description: '' health_score: 100.0 - last_checked: 1779034523.122965 - content_hash: 590e51aa21a29a4f0de5e036464134fc5a074a8bb79958da321e512f55316b30 + last_checked: 1779033240.324646 + stars: 0 + title: 'blog.developersteve.com: Canary Deployments in Kubernetes: Safely Releasing'' + New Features with Confidence' v1_locations: - - docs/message-queue.md - gh_license: MIT - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - gh_stars: 1013 - gh_pushed: '2026-03-02T15:21:33Z' - ai_summary: 'Curator Insight: Modern Terminal User Interface (TUI) client for Apache - Kafka. Live Grounding: Employs an elegant console layout allowing engineering - teams to navigate topics, inspect raw schema properties, and watch streaming events - dynamically right from the terminal.' - language: English - resource_type: Repository - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Apache Kafka - - Tooling & UI - is_microservice: false - title: ==github.com/sauljabin/kaskade== -https://strimzi.io: - description: '' + - docs/kubernetes.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031181.258488 - content_hash: d4f0b527056832b0bd273f0e9866dcec85cbf62116561db3f1583338a59bab26 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: The leading open-source CNCF sandbox operator platform - for running Kafka on Kubernetes. Live Grounding: Orchestrates secure topologies, - cluster expansion, user management, and seamless rolling upgrades using fully - declarative Kubernetes Custom Resources (CRDs).' - language: English - resource_type: Project Site - complexity: Advanced - hierarchy: - - Cloud Native Infrastructure - - Stateful Workloads - - Strimzi Operator - is_microservice: false - title: strimzi.io -https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kafka-on-kubernetes-kubecon-europe-2020: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031410.234853 +https://blog.developersteve.com/gitops-for-kubernetes-canary-deployments-4aeab4043727: content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Detailed breakdown of the Strimzi operator architectural - internals from KubeCon. Live Grounding: Evaluates how the operator automates bootstrap, - health monitoring, protocol configurations, TLS generation, and storage management - for Kafka on Kubernetes.' - language: English - resource_type: Presentation Summary - complexity: Intermediate - hierarchy: - - Cloud Native Infrastructure - - Stateful Workloads - - Strimzi Operator - is_microservice: false - title: 'developers.redhat.com: Introduction to Strimzi: Apache Kafka on Kubernetes - (KubeCon Europe 2020) 🌟' -https://strimzi.io/blog/2020/10/15/producer-tuning: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034015.758703 - content_hash: b7571f58cabb7327fe2d1ea0fef607782c3ac098d45320a47788940d7928e342 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: Diagnostic guide to fine-tuning publisher performance. - Live Grounding: Explains structural impacts of compression types (lz4, zstd), - batch.size configurations, linger.ms, and broker request limits on latency and - message pipeline delivery.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Performance Optimization - - Broker Operations - is_microservice: true - title: 'strimzi.io: Optimizing Kafka producers' -https://strimzi.io/blog/2021/01/07/consumer-tuning: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030024.982151 - content_hash: 081d21d5210a3e08548c31b3ae7c2728e946fd29bcbb902a349bf24da86c08d4 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: 'Curator Insight: In-depth study on maximizing consumer ingestion performance. - Live Grounding: Analyzes consumer fetch sizes, commit mechanisms, partition assignments, - and session timeout options to prevent unneeded offset rebalancing in enterprise - settings.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Event-Driven Architecture - - Performance Optimization - - Broker Operations - is_microservice: true - title: 'strimzi.io: Optimizing Kafka consumers 🌟' -https://github.com/strimzi/kafka-kubernetes-config-provider: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030116.070434 - content_hash: eabf0551149322be6f770e7e21e08dafe73a314081eb9d630bd394fda8f2e39f - v1_locations: - - docs/message-queue.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - gh_stars: 30 - gh_pushed: '2026-04-14T07:02:17Z' - ai_summary: A specialized Kubernetes configuration provider for Apache Kafka that - enables Kafka applications to read configuration data dynamically from Kubernetes - Secrets and ConfigMaps. It simplifies the secure mounting of TLS certificates - and broker credentials directly in client workloads. - language: English - resource_type: repository - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Strimzi Operators - is_microservice: false - title: 'strimzi/kafka-kubernetes-config-provider: Kubernetes Configuration Provider - for Apache Kafka' -https://strimzi.io/blog/2021/07/22/using-kubernetes-config-provider-to-load-data-from-secrets-and-config-maps: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032171.134575 - content_hash: 0b47ca6307a16372b441261e7d7892af8fd60cf3b30f9c2ddcbd12f169172e53 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: This blog post details the implementation of the Strimzi Kubernetes - Config Provider. It demonstrates how to decouple configurations from code by directly - mapping Kafka properties to Kubernetes-managed infrastructure configurations. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Strimzi Operators - is_microservice: false - title: 'strimzi.io: Using Kubernetes Configuration Provider to load data from Secrets - and Config Maps' -https://strimzi.io/blog/2021/08/18/using-http-bridge-as-a-kubernetes-sidecar: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029268.071326 - content_hash: 59ca72c9c52cb14bf93cf197a5da68bfecd1fda9c4391a10f764c8c59d828b38 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: An exploration of deploy-time design patterns using the Strimzi HTTP - Bridge as a Kubernetes sidecar container. This integration simplifies microservices - communications by providing standard HTTP REST endpoints to interact with underlying - Kafka event-driven pipelines. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Integrations - is_microservice: true - title: 'strimzi.io: Using HTTP Bridge as a Kubernetes sidecar' -https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apache-kafka: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029374.477015 - content_hash: d7895c933a2207ce5dd58765d1240c614aa30097a7e20de8b4c8188172189691 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: A detailed security-focused guide illustrating the integration of Open - Policy Agent (OPA) with Strimzi and Apache Kafka. Explains how to enforce centralized, - declarative, and fine-grained access control policies across streaming clusters. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Security - is_microservice: false - title: 'strimzi.io: Using Open Policy Agent with Strimzi and Apache Kafka' -https://github.com/strimzi/strimzi-canary: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032889.576067 - content_hash: ffc080c755a148610597ae6ba44a4b825d8440003acf6b569f3e15b32a607103 - v1_locations: - - docs/message-queue.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - gh_stars: 42 - gh_pushed: '2024-10-18T08:59:34Z' - ai_summary: A deployment-ready diagnostic tool that acts as a canary monitor within - Kafka clusters. It helps ops teams measure round-trip message latency, validation - success, and consumer group responsiveness under realistic workloads. - language: English - resource_type: repository - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Monitoring - is_microservice: false - title: strimzi/strimzi-canary -https://medium.com/hacking-talent/mastering-apache-kafka-on-kubernetes-strimzi-k8s-operator-2c1d21d7b89a: - title: 'medium: Mastering Apache Kafka on Kubernetes β€” Strimzi K8s operator' - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779030685.010513 + last_checked: 1779034504.564275 + stars: 0 + title: 'blog.developersteve.com: GitOps for Kubernetes Canary Deployments' + v1_locations: + - docs/gitops.md + year: N/A +https://blog.devgenius.io/7-open-source-kubernetes-developer-tools-to-follow-in-2022-78a5e5dbd4e3: content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/@ahmed.farhan/kafka-setup-in-kubernetes-using-strimzi-k8s-operator-part-2-1f67dbe5f14d: - title: 'medium.com/@ahmed.farhan: Kafka Setup in Kubernetes Using Strimzi K8s operator - β€” Part 2' - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779030367.136392 + last_checked: 1779031944.841734 + stars: 0 + title: 'blog.devgenius.io: 7 Open Source Kubernetes Developer Tools to Follow in'' + 2022' + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://blog.devgenius.io/all-you-need-to-know-about-debugging-kubernetes-cronjob-61989a998513: content_hash: N/A - v1_locations: - - docs/message-queue.md -https://medium.com/adaltas/operating-kafka-in-kubernetes-with-strimzi-84a281c6d964: - title: 'medium.com/adaltas: Operating Kafka in Kubernetes with Strimzi' - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779032339.779623 + last_checked: 1779030655.056983 + stars: 0 + title: 'blog.devgenius.io: All You Need to Know about Debugging Kubernetes Cronjob' + v1_locations: + - docs/kubernetes-troubleshooting.md + year: N/A +https://blog.devgenius.io/argo-cd-introduction-4b16f50b0d56: content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.conduktor.io: description: '' - year: N/A - stars: 0 - status: online health_score: 100.0 - last_checked: 1779032889.019288 - content_hash: 38fa8e18d869968f4dd3df7cc113f285f556a2009dc7b1dc0e780426c207613f + last_checked: 1779034105.001434 + stars: 0 + title: 'blog.devgenius.io: Argo CD Introduction' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: An enterprise-grade desktop and cloud management platform for Apache - Kafka that simplifies queue monitoring, schema registry auditing, and multi-cluster - testing. It features advanced user security, performance monitoring, and message - generation tools. - language: English - resource_type: tool - complexity: Beginner - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Management Tools - is_microservice: false - title: conduktor.io 🌟 -https://www.softkraft.co/aws-kinesis-vs-kafka-comparison: - description: '' + - docs/argo.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030199.3917 - content_hash: 8e3c8f3b7f02867390982f701db4d266105f5bb1230298a29af58d17c2267391 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: An objective comparative analysis contrasting Amazon Kinesis and Apache - Kafka across parameters like performance, architecture, pricing, and infrastructure - overhead. Helps architects select the ideal event engine for specific scaling - targets. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Event Streaming - - Architectural Patterns - - Comparisons - is_microservice: false - title: 'softkraft.co: WS Kinesis vs Kafka comparison: Which is right for you? 🌟' -https://mqtt.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029563.798226 - content_hash: becb15d3388808c42edca0d0042285f791318d62936180caf3d51d6ffa3c0a03 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: The main specification portal for MQTT, an ISO standard lightweight - publish-subscribe network protocol. Widely adopted for edge environments, remote - telemetry, and machine-to-machine integrations requiring minimal memory footprint - and network load. - language: English - resource_type: documentation - complexity: Beginner - hierarchy: - - Data Infrastructure - - IoT Messaging - - Protocols - - MQTT - is_microservice: false - title: mqtt.org -https://developers.redhat.com/blog/2021/04/16/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-1: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031809.68087 +https://blog.devgenius.io/automate-kubernetes-with-python-2150c290afe7: content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A developer-focused walkthrough on deploying Eclipse Mosquitto, an open-source - MQTT message broker, onto Red Hat OpenShift. Ideal for scaling lightweight telemetry - components adjacent to containerized enterprise layers. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Data Infrastructure - - IoT Messaging - - Mosquitto - - OpenShift - is_microservice: false - title: 'developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red - Hat OpenShift, Part 1' -https://developers.redhat.com/blog/2021/04/26/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-2: - title: 'developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red - Hat OpenShift, Part 2' - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779031694.0278 + last_checked: 1779030384.524486 + stars: 0 + title: 'blog.devgenius.io: Automate Kubernetes With Python 🌟' + v1_locations: + - docs/kubernetes-client-libraries.md + year: N/A +https://blog.devgenius.io/automated-dns-tls-with-external-dns-letsencrypt-on-kubernetes-6f4f41827df9: content_hash: N/A - v1_locations: - - docs/message-queue.md -https://banzaicloud.com/blog/kafka-on-istio-benefits: - title: The benefits of integrating Apache Kafka with Istio - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779033698.883072 + last_checked: 1779034223.776732 + stars: 0 + title: 'blog.devgenius.io: Automated DNS/TLS with External DNS & LetsEncrypt on'' + Kubernetes' + v1_locations: + - docs/kubernetes-security.md + year: N/A +https://blog.devgenius.io/backup-restore-and-migrate-kubernetes-cluster-resources-using-velero-a9b6997e4b54: content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.confluent.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034484.235203 - content_hash: 29086370a68bcf6750f9895a55dac2607af3793b0b9dd3771bfd2f00962d5c1c - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: The enterprise cloud-native streaming data platform built on top of - Apache Kafka. Confluent provides fully managed SaaS offerings, enterprise schema - management, cloud-to-local replication, and declarative connectors for data warehouses. - language: English - resource_type: tool - complexity: Beginner - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Enterprise Distribution - is_microservice: false - title: confluent.io -https://www.confluent.io/blog/monitor-kafka-clusters-with-prometheus-grafana-and-confluent: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031473.950774 - content_hash: af76be6f14b6b9d41583b4e58b48b1387470231a6d6d43e8b04576b57c43b950 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A guide showing how to set up robust monitoring patterns for Apache - Kafka cluster metrics using Prometheus and Grafana. Details exact exporter configurations - and provides ready-to-use visualizations of critical performance telemetry. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Monitoring - is_microservice: false - title: 'confluent.io: Monitoring Your Event Streams: Integrating Confluent with - Prometheus and Grafana' -https://softwareengineeringdaily.com/2021/01/22/redpanda-kafka-alternative-with-alexander-gallego: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033751.150439 - content_hash: 32a65c844a1c45829bb3b96b56b9529ce5570396b6f3e8c936bbdf23888bdfd2 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: An analytical podcast interview featuring Redpanda founder Alexander - Gallego. Delves into the C++ implementation details, thread-per-core architectures, - and the structural decisions that differentiate Redpanda from JVM-based event - processors. - language: English - resource_type: video - complexity: Advanced - hierarchy: - - Data Infrastructure - - Event Streaming - - Modern Alternatives - - Interviews - is_microservice: false - title: 'softwareengineeringdaily.com: Redpanda: Kafka Alternative with Alexander - Gallego 🌟' -https://pulsar.apache.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031906.274729 - content_hash: 479730c99dead5bddc6d3425f437fd1e1ac08535092df6d9b7f4efe7bebcf9c0 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: A highly scalable cloud-native event streaming model that separates - compute (Apache Pulsar brokers) from state/storage (Apache BookKeeper). Ideal - for multi-tenant, geographically distributed messaging workloads that require - decoupled horizontal scaling. - language: English - resource_type: tool - complexity: Advanced - hierarchy: - - Data Infrastructure - - Event Streaming - - Modern Alternatives - - Apache Pulsar - is_microservice: false - title: Apache Pulsar -? https://www.kai-waehner.de/blog/2020/06/09/apache-kafka-versus-apache-pulsar-event-streaming-comparison-features-myths-explored -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031906.274729 - content_hash: 479730c99dead5bddc6d3425f437fd1e1ac08535092df6d9b7f4efe7bebcf9c0 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A detailed technical breakdown comparing Apache Kafka and Apache Pulsar. - Evaluates performance benchmarks, architecture complexities, replication topologies, - and real-world deployment challenges. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Data Infrastructure - - Event Streaming - - Architectural Patterns - - Comparisons - is_microservice: false - title: Apache Pulsar -https://flink.apache.org: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030561.573166 - content_hash: b23c2e20309435d328fd9d813fbc779d0c013b11016ff6ce79833b588431d280 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: A highly performant distributed processing framework designed for stateful - stream processing over bounded and unbounded data structures. Features sub-millisecond - execution latencies and robust exactly-once transaction guarantees. - language: English - resource_type: tool - complexity: Advanced - hierarchy: - - Data Infrastructure - - Stream Processing - - Distributed Processing - - Apache Flink - is_microservice: false - title: Apache Flink -https://flink.apache.org/2021/02/10/native-k8s-with-ha.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032539.998404 - content_hash: 70739abc67772cac96b5584444c662b7877edac3ab3cd66252310e01319adb96 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - message-queue.md - ai_summary: Provides architectural guidelines on natively deploying Apache Flink - on Kubernetes clusters with robust High Availability (HA) configurations. Covers - resource scheduling, Zookeeper integrations, and Kubernetes-native active scaling - strategies. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Data Infrastructure - - Stream Processing - - Distributed Processing - - Kubernetes Native - is_microservice: false - title: 'flink.apache.org: How to natively deploy Flink on Kubernetes with High-Availability - (HA)' -https://jet-start.sh: - title: Hazelcast JET - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779034273.20479 + last_checked: 1779029613.122033 + stars: 0 + title: 'blog.devgenius.io: Backup, Restore and Migrate Kubernetes Cluster resources'' + using Velero' + v1_locations: + - docs/kubernetes-backup-migrations.md + year: N/A +https://blog.devgenius.io/best-practice-and-cheat-sheet-for-rest-api-design-6a6e12dfa89f: content_hash: N/A - v1_locations: - - docs/java-and-java-performance-optimization.md - - docs/message-queue.md -https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments: description: '' - year: N/A - stars: 0 - status: online health_score: 100.0 - last_checked: 1779032179.63047 + last_checked: 1779031645.312435 + stars: 0 + title: 'blog.devgenius.io: Principles & Best practices of REST API Design' + v1_locations: + - docs/api.md + year: N/A +https://blog.devgenius.io/blue-green-deployment-with-kubernetes-b7595b17fe17: content_hash: N/A - v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: This article highlights Hazelcast's integration of stream processing - and in-memory data store capabilities. Focuses on low-latency streaming applications - for edge environments, high-throughput IoT networks, and real-time analytical - portals. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Data Infrastructure - - In-Memory Computing - - Distributed Compute - - Hazelcast - is_microservice: false - title: 'devops.com: Hazelcast Simplifies Streaming for Extremely Fast Event Processing - in IoT, Edge and Cloud Environments' -https://dagster.io/blog/skip-kafka-use-postgres-message-queue: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033507.771443 - content_hash: 832325c3c6c1a6a7ddaf8ad029a436c5e2e6cfc692b2ec49af8817753849f26a - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: An architectural exploration evaluating the use of PostgreSQL as a highly - concurrent transactional queue using `FOR UPDATE SKIP LOCKED`. Suggests a lightweight - operational alternative to Apache Kafka for low-to-medium scale applications. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Message Queues - - Alternative Architectures - - PostgreSQL - is_microservice: true - title: 'dagster.io: Postgres: a better message queue than Kafka?' -https://en.wikipedia.org/wiki/Workflow_engine: - title: 'wikipedia: Workflow Engine' - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779032779.601455 + last_checked: 1779029371.133794 + stars: 0 + title: 'blog.devgenius.io: Blue Green Deployment with Kubernetes' + v1_locations: + - docs/kubernetes.md + year: N/A +https://blog.devgenius.io/choosing-an-optimal-kubernetes-worker-node-size-e0eacab408c4: content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029119.360484 - content_hash: fd0a73a80975244a155ca6c5a5727e38118f31ecac65fed2d7fc0728a70e539a - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Discusses integrating Apache Kafka's distributed streaming logs with - Zeebe's stateful workflow management. Analyzes patterns to maintain reliable, - long-running saga transactions across microservices. - language: English - resource_type: blog - complexity: Advanced - hierarchy: - - Orchestration and Workflow - - BPMN Orchestration - - Architectural Patterns - - Comparisons - is_microservice: true - title: 'infoq.com: Event Streams and Workflow Engines – Kafka and Zeebe 🌟' -https://dzone.com/articles/apache-airflow-architecture-on-openshift: - title: 'dzone: Apache Airflow Architecture on OpenShift' - year: N/A - stars: 0 description: '' health_score: 100.0 - last_checked: 1779031987.495359 + last_checked: 1779031543.478592 + stars: 0 + title: '==blog.devgenius.io: Choosing an Optimal Kubernetes Worker Node Size for'' + Your Startup== 🌟' + v1_locations: + - docs/kubernetes.md + year: N/A +https://blog.devgenius.io/container-namespace-introduction-6a1e26f8707a: content_hash: N/A - v1_locations: - - docs/message-queue.md -https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus: description: '' - year: N/A - stars: 0 - status: online health_score: 100.0 - last_checked: 1779034049.350593 - content_hash: c0fe1907b72beb64911180d0c396a89552a2dda7fccdd2b7117a5ca8af54665f + last_checked: 1779030422.415327 + stars: 0 + title: 'blog.devgenius.io: Container β€” Namespace Introduction' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A technical tutorial on integrating Apache Airflow orchestration endpoints - with Prometheus. Illustrates how to pull scheduler workloads, active runner pools, - and pipeline errors into centralized monitoring systems. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Orchestration and Workflow - - Data Pipelines - - Apache Airflow - - Monitoring - is_microservice: false - title: 'redhat.com: Monitoring Apache Airflow using Prometheus' -https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4d7a3c385bd: - description: '' + - docs/docker.md year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030736.477396 - content_hash: b4da6b2f16903c65d64257c539135e6d84e48f1f5e0c30e9c730df8f17df82ee - v1_locations: - - docs/message-queue.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Explores patterns to deploy containerized data processing networks via - Apache Airflow. Focuses on orchestrating individual pipeline stages inside isolated - runtime structures on top of cloud infrastructure. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Orchestration and Workflow - - Data Pipelines - - Apache Airflow - - Kubernetes Native - is_microservice: false - title: 'towardsdatascience.com: Apache Airflow for containerized data-pipelines' -https://airflow.apache.org/docs/helm-chart: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034265.784053 +https://blog.devgenius.io/daily-useful-kubernetes-aliases-c35f7f411f39: content_hash: N/A - v1_locations: - - docs/message-queue.md - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - message-queue.md - ai_summary: The official Apache Airflow community Helm Chart. Provides pre-configured, - modular, and enterprise-hardened templates for deploying schedulers, webservers, - worker nodes, and scalable Celery or Kubernetes executors. - language: English - resource_type: documentation - complexity: Intermediate - hierarchy: - - Orchestration and Workflow - - Data Pipelines - - Apache Airflow - - Deployments - is_microservice: false - title: Apache Airflow official helm chart 🌟 -https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti: description: '' - year: N/A - stars: 0 health_score: 100.0 - last_checked: 1779033615.436102 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + last_checked: 1779031429.056803 + stars: 0 + title: 'blog.devgenius.io: Daily useful Kubernetes aliases' v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A concise introductory video training illustrating how to deploy Apache - Airflow quickly using standard Helm commands. 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'[COMMUNITY-TOOL]' + v1_locations: + - docs/api.md + v2_locations: + - api.md +https://blog.fleetdm.com/4-tips-for-github-actions-usability-2-debugging-4c0c920adfde: + content_hash: 9a835d5751e0909490d1d91b4ccafe092b57d200aa2f00a0c0f3e818ea3f9083 + description: '' + health_score: 100.0 + last_checked: 1779031389.083528 + stars: 0 + status: online + title: 'blog.fleetdm.com: 4 tips for GitHub Actions usability (+2 bonus tips for'' + debugging)' + v1_locations: + - docs/git.md + year: N/A +https://blog.flipkart.tech/the-art-of-system-debugging-decoding-cpu-utilization-da75f09ef1ff: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033210.82014 + stars: 0 + title: 'blog.flipkart.tech: The Art of System Debugging β€” Decoding CPU Utilization'' + 🌟' + v1_locations: + - docs/java-and-java-performance-optimization.md + - docs/linux.md + year: N/A +https://blog.flomesh.io/kubernetes-gateway-api-evolution-of-service-networking-aa76ec4efa7e: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032236.148537 + stars: 0 + title: 'blog.flomesh.io: Kubernetes Gateway API β€” Evolution of Service Networking' + v1_locations: + - docs/kubernetes-networking.md + year: N/A +https://blog.flomesh.io/using-pipy-as-a-kubernetes-policy-engine-e70a23c8d54c: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033903.331224 + stars: 0 + title: 'blog.flomesh.io: sing Pipy as a Kubernetes policy engine' + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb: + ai_summary: A foundational tutorial detail step-by-step deployment of Prometheus + on Kubernetes. It covers target discovery, metrics collection, and node exporter + setup. While helpful for beginners, modern architectures typically favor Operator-based + deployments. + complexity: Intermediate + content_hash: fba053a619947af664d027721f7be5053c2192dc75e437fec721e5a19c45b6d2 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Metrics + - Prometheus + is_microservice: false + language: English + last_checked: 1779030231.914895 + resource_type: Blog/Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'blog.fourninecloud.com: Kubernetes monitoring β€” How to monitor using prometheus?' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://blog.frankel.ch/annotation-free-spring: + content_hash: 69ced298c38e444443342ef44d01b93a80090a84bf2138e01b10fbab8dcdf5c7 + description: '' + health_score: 100.0 + last_checked: 1779033617.774065 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.frankel.ch: Annotation-free Spring' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://blog.frankel.ch/basics-access-kubernetes-pods: + content_hash: 984f0d5afbf2285c60a81524a1eb20a0eed3c1ba5fcab26c84d4208c249778bf + description: '' + health_score: 100.0 + last_checked: 1779031442.440211 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.frankel.ch: Back to basics: accessing Kubernetes pods' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://blog.frankel.ch/kubernetes-extensibility: + content_hash: 8f3a77bcdd4a4506a4a0dda4e31f433afebc71d0b96a24426d649787f37fcbab + description: '' + health_score: 100.0 + last_checked: 1779030482.634025 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==blog.frankel.ch: Introduction to Kubernetes extensibility== 🌟' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md + year: N/A +https://blog.frankel.ch/learning-auditing-kubernetes-manifests: + ai_summary: 'Curator Insight: Unique learning methodology based on static code analysis + of raw Kubernetes manifests. Live Grounding: Teaches engineers how to spot structural + vulnerabilities (e.g., hostPath mounts, root privileges) before applying resources.' + complexity: intermediate + content_hash: b28b79b370b3c36c02e6eb7be9dfb721fa8b248fc7667296e3ea47249dab2da6 + description: '' + health_score: 100.0 hierarchy: - - Data Infrastructure - - Event Streaming - - Red Hat AMQ Streams - Security - is_microservice: false - title: Set up **Red Hat AMQ Streams** custom certificates on OpenShift -https://speakerdeck.com/mabulgu/apache-kafka-with-red-hat-amq-streams: - description: '' - year: N/A + - Policy Enforcement + - Manifest Auditing + is_microservice: true + language: en + last_checked: 1779032518.844052 + needs_ai_refresh: true + resource_type: guide stars: 0 status: online - health_score: 100.0 - last_checked: 1779032571.830158 - content_hash: 682bc51e0bfff56bc5e3700ce551e278445fb0b806d1e465129e8b8c08434e55 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: An informative slide presentation charting Apache Kafka deployments - on OpenShift via Red Hat AMQ Streams. Visualizes operator behaviors and declarative - infrastructure patterns. - language: English - resource_type: slides - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Event Streaming - - Red Hat AMQ Streams - - Slides - is_microservice: false - title: 'speakerdeck.com: Apache Kafka with Red Hat AMQ Streams 🌟' -https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033024.814667 - content_hash: 84ba9e06e39fe2f1453587137fc944e6ddb4e8304fdd6670dccd7b1780e965a7 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: Provides a practical, command-line step-by-step procedure to upgrade - Strimzi Operator versions on live Kubernetes/OpenShift clusters while avoiding - message pipeline downtime. - language: English - resource_type: blog - complexity: Intermediate - hierarchy: - - Data Infrastructure - - Event Streaming - - Apache Kafka - - Strimzi Operators - is_microservice: false - title: 'blog.jromanmartin.io: How to upgrade Strimzi Operator using the CLI' -https://opendatahub.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032046.040366 - content_hash: b824febfef9f60558124dcc41a18b49e8d69fb9a868a04808b8718ceb34161af - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true tags: - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'blog.frankel.ch: Learning by auditing Kubernetes manifests' + v1_locations: + - docs/kubernetes-security.md v2_locations: - - message-queue.md - ai_summary: The main portal for Open Data Hub, an AI/ML platform reference architecture - on Red Hat OpenShift. Orchestrates tools like Kubeflow, Spark, and Kafka into - a standardized workspace for ML operations. - language: English - resource_type: tool + - kubernetes-security.md + year: N/A +https://blog.gceasy.io/2019/03/13/micrometrics-to-forecast-application-performance: + content_hash: 6f929579bee5a08e10d0c37d8b1f2a78ba7fbe8b68e55b884406984e05a85c61 + health_score: 100.0 + last_checked: 1779031122.316734 + v1_locations: + - docs/java-and-java-performance-optimization.md +https://blog.gceasy.io/2020/11/05/best-practices-java-memory-arguments-for-containers: + content_hash: 508148182319a6736f3df50820e0b1ff67f15f67b29fc4f706cd002f1e9375d1 + description: '' + health_score: 100.0 + last_checked: 1779030882.863492 + stars: 0 + status: online + title: 'blog.gceasy.io: Best practices: Java memory arguments for Containers 🌟' + v1_locations: + - docs/java-and-java-performance-optimization.md + year: N/A +https://blog.gceasy.io/best-practices-java-memory-arguments-for-containers: + ai_summary: Deep analysis of standard flags (like -XX:+UseContainerSupport and -XX:MaxRAMPercentage) + needed to ensure JVM containers accurately dynamically self-size. + complexity: intermediate + description: '' + hierarchy: + - Runtime Optimizations + - Kubernetes Tuning + - JVM in Containers + is_microservice: false + language: en + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gceasy.io: Best practices: Java memory arguments for Containers 🌟' + v2_locations: + - java-and-java-performance-optimization.md + year: '2022' +https://blog.getambassador.io/best-tools-for-kubernetes-local-development-a-comprehensive-guide-3577d351d31e: + content_hash: 4353192adbb552a70bf9192d04c9db6e5194aab52a90bd79f590397d897f21ed + description: '' + health_score: 100.0 + last_checked: 1779033594.619427 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.getambassador.io: Best Tools for Kubernetes Local Development: A Comprehensive'' + Guide' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambassador-edge-stack-d509ffbc7b6f: + ai_summary: A step-by-step implementation guide showing how to configure centralized + authentication for Kubernetes workloads using Keycloak integrated with Ambassador + Edge Stack. It details OIDC client setups, routing configurations, and identity + assertions. complexity: Advanced - hierarchy: - - Orchestration and Workflow - - Machine Learning Orchestration - - Data Platforms - - Open Data Hub - is_microservice: false - title: Open Data Hub -https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture: + content_hash: 6df3118f770e8fca87aea2fb1d4d519a9a72889127472bac1c2e4fd46ee74cad description: '' - year: N/A - stars: 0 health_score: 100.0 - last_checked: 1779032256.890355 - content_hash: N/A - v1_locations: - - docs/message-queue.md + hierarchy: + - Identity + - IAM + - API Gateway Integration + is_microservice: true + language: en + last_checked: 1779031507.240295 + resource_type: Article + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + title: 'blog.getambassador.io: Step-by-Step Centralized Authentication for Kubernetes'' + with Keycloak and the Ambassador Edge Stack' + v1_locations: + - docs/devsecops.md v2_locations: - - message-queue.md - ai_summary: Highlights components within Open Data Hub v0.6 release, evaluating - the integrated Kubeflow-aligned architectural updates for containerized machine - learning pipelines. - language: English - resource_type: blog + - devsecops.md + year: N/A +https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1: + ai_summary: Explores techniques for real-time remote debugging of Go microservices + running inside a Kubernetes cluster using Telepresence and VSCode, bridging local + development environments with cloud resources. + complexity: Advanced + content_hash: ac52c93c2e2f7a824497888f590fa04283ac630c9060c17c2be819661eb7f917 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Go + - Kubernetes Integration + is_microservice: true + language: en + last_checked: 1779033770.311515 + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode' + v1_locations: + - docs/golang.md + - docs/visual-studio.md + v2_locations: + - golang.md + - visual-studio.md + year: N/A +https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e498212f9: + content_hash: c420c49d8ad4634996d851a8475879480c82aba2e9b221d10decebc7f930028e + description: '' + health_score: 100.0 + last_checked: 1779029899.065116 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: externalTrafficPolicy=local on kubernetes. How to preserve the source IP + in kubernetes + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://blog.getambassador.io/gitops-in-kubernetes-with-argocd-c6ea0e510741: + ai_summary: Details GitOps mechanics using Ambassador Edge Stack for ingress and + routing alongside Argo CD, ensuring cluster endpoints synchronize with application + status definitions. complexity: Intermediate - hierarchy: - - Orchestration and Workflow - - Machine Learning Orchestration - - Data Platforms - - Releases - is_microservice: false - title: Open Data Hub 0.6 brings component updates and Kubeflow architecture -https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-data-hub: + content_hash: 8faf0094dcd81810b4205b1533dd9a167a7a8ededf00cd1c3b12bf0112a0656d description: '' - year: N/A - stars: 0 health_score: 100.0 - last_checked: 1779030022.265616 - content_hash: N/A - v1_locations: - - docs/message-queue.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - message-queue.md - ai_summary: A development roadmap overview outlining core development visions and - tooling tracks designed for the Open Data Hub analytics platform. + hierarchy: + - GitOps + - Continuous Delivery + - Tutorials + is_microservice: false language: English - resource_type: blog - complexity: Beginner - hierarchy: - - Orchestration and Workflow - - Machine Learning Orchestration - - Data Platforms - - Roadmaps - is_microservice: false - title: A development roadmap for Open Data Hub -https://blog.hubspot.com/marketing/ipaas-vendors: - description: '' - year: N/A + last_checked: 1779030367.124543 + resource_type: Guide stars: 0 status: online - health_score: 100.0 - last_checked: 1779031497.545217 - content_hash: 57b231a7ebcc4f34bf9abe634e3b51d7251fe90b09d1a996253df3647cd9d428 + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'blog.getambassador.io: GitOps in Kubernetes with ArgoCD' v1_locations: - - docs/message-queue.md - 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docs/api.md + v2_locations: + - api.md + year: N/A +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=04efb3b4b70a: + status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - - message-queue.md + - istio.md +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=25c496762415: + status: online +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=60de8626f769: + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - istio.md +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=65af8561dca0: + status: online +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=77ba3a21d2dd: + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - istio.md +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=816ffb457b0d: + content_hash: e6c4295e5216d84166c16e6ecbe410dc6b7d6e5f7632158a8c3eb0b24e40bf63 + description: '' + health_score: 100.0 + last_checked: 1779030295.727992 + stars: 0 + title: 'blog.getambassador.io: Kubernetes Canary Testing and Release with Istio' + v1_locations: + - docs/istio.md + year: N/A +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=a8be5865b1c9: + status: online +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=c669845710fd: + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - istio.md +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=c8191f4288c7: + last_checked: 1779388424.623343 + status: online +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=e61c67017989: + status: online +https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=ffbb9dbe21b4: + status: online +https://blog.getambassador.io/microservice-orchestration-best-practices-f32314dd6a12: + content_hash: 1b7c2821a3b89d7b72ebf37e32e313df8e4b2b48af7ce1af0411eb4f42c5a31c + description: '' + health_score: 100.0 + last_checked: 1779029118.630507 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.getambassador.io: Microservice Orchestration Best Practices' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://blog.getpostman.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029310.014494 + stars: 0 + title: blog.getpostman.com + v1_locations: + - docs/postman.md + year: N/A +https://blog.gitguardian.com/github-security: + ai_summary: An in-depth corporate case study and operational guide detailing the + systematic threats of credential leakage in public and private Git environments. + It highlights risk mitigation frameworks, API scanner configurations, and team + hygiene rules required to prevent credential sprawl. + complexity: Intermediate + content_hash: 8efb02d637ceb569481b03cc8e4c2b2803df025020a7bdf59b9752ababcb7ac2 + description: '' + health_score: 100.0 + hierarchy: + - Security + - DevSecOps + - Secrets Detection + is_microservice: false + language: en + last_checked: 1779029113.313298 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'GitHub security: what does it take to protect your company from credentials'' + leaking on GitHub? 🌟' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://blog.gitguardian.com/hardening-your-k8-pt-1: + ai_summary: A professional breakdown of modeling security threats across containerized + infra. Analyzes the major interfaces and trust boundaries of control systems, + nodes, and physical networks. + complexity: Intermediate + content_hash: f984a6410c479b0ee2291c6a01aee61b97592a6a52b908b886ddfd135983f018 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Threat Modeling + - Hardening + is_microservice: false + language: English + last_checked: 1779031782.112947 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'blog.gitguardian.com: Hardening Your Kubernetes Cluster - Threat Model (Pt.'' + 1) 🌟🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://blog.gitguardian.com/hardening-your-k8s-pt-2: + ai_summary: Part two of a comprehensive practical guide on hardening Kubernetes + installations, covering advanced topics such as RBAC auditing, log aggregation, + and secret encryption at rest. Curator insight addresses key steps for locking + down communication channels between internal control plane services. Live grounding + affirms that implementing these hardening steps drastically reduces the blast + radius of compromised microservices. + complexity: Intermediate + content_hash: c599ea43467a4a5a151e366c08c88924b40a4194c0e87b85d5abe3ae802ab499 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Cluster Hardening + - Operational Best Practices + is_microservice: true + language: en + last_checked: 1779034152.520882 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==blog.gitguardian.com: Hardening Your Kubernetes Cluster - Guidelines (Pt.'' + 2)== 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-cheat-sheet: + content_hash: cf7e4c27b72092e61100ff0a4f1e81e602bb867ef1504cc948feac705d167610 + description: '' + health_score: 100.0 + last_checked: 1779030005.401872 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gitguardian.com: Docker Security Best Practices & Cheat Sheet 🌟' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods: + ai_summary: A granular tutorial guiding developers on how to design and build secure + Pod configurations. Curator insight instructs on eliminating default privileges + and configuring security contexts. Live grounding shows that implementing Pod + Security Standards (PSS) provides a straightforward, out-of-the-box framework + to systematically restrict critical container permissions. + complexity: Intermediate + content_hash: 65cb6e1adf91476893a765f337690fadc9b710883a4783ade75ebd1742737176 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Workload Security + - Pod Hardening + is_microservice: false + language: en + last_checked: 1779033210.833455 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 1: Pods' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://blog.gitguardian.com/kubernetes-tutorial-part-2-network: + ai_summary: Delves into network-level security configurations, detailing how to + implement namespace isolation and default-deny policies. Curator insight highlights + key methods for controlling egress traffic to prevent external exfiltration. Live + grounding demonstrates that CNI-enforced policies are fundamental for limiting + the spread of attacks within multi-tenant clusters. + complexity: Intermediate + content_hash: f8f93df107bca8c9cc22beea74537d172381a75ec37a72a2771e5add027179b4 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Network Security + - Network Segmentation + is_microservice: false + language: en + last_checked: 1779034269.49834 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 2: Network' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://blog.gitguardian.com/rewriting-git-history-cheatsheet: + ai_summary: Outlines strict methodologies for removing sensitive credentials or + bloated files permanently from a Git repository's history. It presents modern + commands such as 'git-filter-repo' alongside legacy 'git filter-branch' to guarantee + a complete scrub of sensitive elements while preventing repository corruption. + complexity: Advanced + content_hash: 5145349c36da842ee308cc2de7a0490a8bd7095ef1e71d3702494ff211057f4d + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Security + is_microservice: false + language: English + last_checked: 1779033046.699635 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + - '[LEGACY]' + title: 'blog.gitguardian.com: Rewriting your git history, removing files permanently'' + - cheatsheet & guide' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://blog.gitguardian.com/secrets-credentials-api-git: + ai_summary: This educational blog post outlines the threat vectors of hardcoded + secrets in Git histories. It details the structural reasons why standard version + control systems make secret revocation difficult once committed, presenting static + pre-commit hooks as the primary defense. + complexity: Intermediate + content_hash: 6261729a366b9c252ee2555d95a5398bc6fb8cf6a4d68b8c7f3788e7f42afd85 + description: '' + health_score: 100.0 + hierarchy: + - Security + - DevSecOps + - Secrets Detection + is_microservice: false + language: en + last_checked: 1779031782.133492 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gitguardian.com: Secrets in source code (episode 2/3). Why secrets'' + in git are such a problem' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-policy-agent: + content_hash: 34359a122e909ff5ef0661e9ab2559594bf6dfd5b302318aa250989991664a51 + description: '' + health_score: 100.0 + last_checked: 1779031431.397364 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gitguardian.com: What is Policy-as-Code? An Introduction to Open Policy'' + Agent' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://blog.golang.org/gopls-vscode-go: + content_hash: 8861dc71fc266c47c0c55b238c99731a247a08446a0dadb0536eea3eabce38f6 + description: '' + health_score: 100.0 + last_checked: 1779031393.102264 + stars: 0 + status: online + title: 'blog.golang.org: Gopls on by default in the VS Code Go extension' + v1_locations: + - docs/visual-studio.md + year: N/A +https://blog.gopaddle.io/2021/04/01/strange-things-you-never-knew-about-kubernetes-configmaps-on-day-one: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029590.120438 + stars: 0 + title: 'blog.gopaddle.io: Strange things you never knew about Kubernetes ConfigMaps'' + on day one 🌟🌟' + v1_locations: + - docs/kubernetes.md + year: N/A +https://blog.gougousis.net/file-permissions-the-painful-side-of-docker: + content_hash: 2f79ef4dbe8490c9d96c935b4c968dcdce18570826278466e7686a9a2f1f9ce6 + description: '' + health_score: 100.0 + last_checked: 1779033334.380001 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gougousis.net: File Permissions: the painful side of Docker 🌟' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://blog.greenroots.info/how-not-to-use-git-in-practice-ten-git-usages-you-should-know-to-avoid: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029565.429637 + stars: 0 + title: 'blog.greenroots.info: How NOT to use Git in Practice. Ten Git usages, you'' + should know to avoid' + v1_locations: + - docs/git.md + year: N/A +https://blog.griddynamics.comdeveloping-a-modular-pipeline-library-to-improve-devops-collaboration: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032038.99948 + stars: 0 + title: 'blog.griddynamics.com: Developing a modular pipeline library to improve'' + DevOps collaboration' + v1_locations: + - docs/demos.md + year: N/A +https://blog.gruntwork.io/a-comprehensive-guide-to-managing-secrets-in-your-terraform-code-1d586955ace1: + content_hash: 935b612b7e5330a121d376233941de6ed474f1fc4e99aa7cfed204e57f57201b + description: '' + health_score: 100.0 + last_checked: 1779031544.034438 + stars: 0 + status: online + title: '==blog.gruntwork.io: A comprehensive guide to managing secrets in your Terraform'' + code== 🌟🌟🌟' + v1_locations: + - docs/terraform.md + year: N/A +https://blog.gruntwork.io/how-to-manage-multiple-environments-with-terraform-32c7bc5d692: + content_hash: 03c0208ab6f794d3a785a19f027de6971e11993405a434e3ee12d391bcb60b99 + description: '' + health_score: 100.0 + last_checked: 1779030531.850409 + stars: 0 + status: online + title: '==blog.gruntwork.io: How to manage multiple environments with Terraform=='' + 🌟' + v1_locations: + - docs/terraform.md + year: N/A +https://blog.gruntwork.io/how-to-use-terraform-as-a-team-251bc1104973: + content_hash: dd4c9dd1812a29386c9e4ee994349ed39aa849132b38a4053643810961472174 + description: '' + health_score: 100.0 + last_checked: 1779033092.636563 + stars: 0 + status: online + title: 'blog.gruntwork.io: How to use Terraform as a team' + v1_locations: + - docs/terraform.md + year: N/A +https://blog.gruntwork.io/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos-753f9f3675ec: + content_hash: a118bd30e118b7fca5e125d64e3d0ac4d6b08de582f3734188af32f07f0da3f5 + description: '' + health_score: 100.0 + last_checked: 1779032198.343167 + stars: 0 + status: online + title: 'blog.gruntwork.io: Introducing git-xargs: an open source tool to update'' + multiple GitHub repos' + v1_locations: + - docs/git.md + year: N/A +https://blog.gruntwork.io/introducing-the-gruntwork-module-service-and-architecture-catalogs-eb3a21b99f70: + content_hash: 1f2bc141169d94e71efbbb48ac806230ddce8425e0794ce811510be8b361b3c4 + description: '' + health_score: 100.0 + last_checked: 1779032732.20487 + stars: 0 + status: online + title: 'blog.gruntwork.io: Introducing: The Gruntwork Module, Service, and Architecture'' + Catalogs' + v1_locations: + - docs/terraform.md + year: N/A +https://blog.gruntwork.io/terraform-tips-tricks-loops-if-statements-and-gotchas-f739bbae55f9: + content_hash: c0bd066f3513f9951cf13b7c67920709ca8f16b3f0a7f81a19e3fbac3877a1bb + description: '' + health_score: 100.0 + last_checked: 1779029169.10788 + stars: 0 + status: online + title: '==blog.gruntwork.io: Terraform tips & tricks: loops, if-statements, and'' + gotchas==' + v1_locations: + - docs/terraform.md + year: N/A +https://blog.gruntwork.io/why-we-use-terraform-and-not-chef-puppet-ansible-saltstack-or-cloudformation-7989dad2865c: + content_hash: 23ea27bb5350b33fe078b6e450dd1da780baeb3a7c624cc2bd51def5ca0e0be6 + description: '' + health_score: 100.0 + last_checked: 1779033697.466407 + stars: 0 + status: online + title: Why we use Terraform and not Chef, Puppet, Ansible, SaltStack, or CloudFormation + v1_locations: + - docs/terraform.md + year: N/A +https://blog.gskinner.com/archives/2022/01/flutter-easily-add-ci-testing-with-github-actions.html: + content_hash: b84b6c0cec50af29b6aeb7f6b674aee5650de3d9d108fdf1a3d955bda9982e14 + description: '' + health_score: 100.0 + last_checked: 1779029715.024345 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gskinner.com: Flutter: Easily add CI testing with GitHub Actions' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://blog.gurock.com/what-is-devtestops: + content_hash: 2139f1c6dea772bdc996a2479def6c1f6f0502d04cac10f709fbfc1086fc299c + description: '' + health_score: 100.0 + last_checked: 1779033102.35605 + stars: 0 + status: online + title: '==blog.gurock.com: What Is DevTestOps?==' + v1_locations: + - docs/testops.md + year: N/A +https://blog.guybarrette.com/powershell-prompt-how-to-display-your-current-kubernetes-context-using-oh-my-posh-3: + content_hash: 322db1d92e2eb99a3de03d1b1b92579ed51efa9167248e89212cd55c70312e86 + description: '' + health_score: 100.0 + last_checked: 1779032754.243286 + stars: 0 + status: online + title: 'blog.guybarrette.com: Powershell prompt: How to display your current Kubernetes'' + context using Oh-My-Posh 3 🌟' + v1_locations: + - docs/azure.md + year: N/A +https://blog.harbur.io/demystifying-stateful-apps-on-kubernetes-by-deploying-an-etcd-cluster-b85bf8c16fea: + content_hash: ac56b4ae1554d66101f68718294010f41b592feb9bc90b4bb54b59645b9b2242 + description: '' + health_score: 100.0 + last_checked: 1779033050.709025 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.harbur.io: Demystifying stateful apps on Kubernetes by deploying an'' + etcd cluster' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://blog.harbur.iothe-seven-steps-to-build-a-cloud-native-ci-cd-for-github-repos-using-tekton-31a445a3bde: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031458.494252 + stars: 0 + title: 'blog.harbur.io: The Seven Steps to build a Cloud Native CI/CD for GitHub'' + repos using Tekton' + v1_locations: + - docs/tekton.md + year: N/A +https://blog.heaphero.io: + ai_summary: Portal exploring the HeapHero engine. Focuses on indexing memory leaks, + analyzing garbage collection impact, and tracking unused objects from heap dumps. + complexity: intermediate + content_hash: 2a1ffe417dd3304da46a91a030b1d73a3f0dc84b7b98d37b2e8ce501435f3f27 + description: '' + health_score: 100.0 + hierarchy: + - Runtime Optimizations + - JVM Tuning + - Monitoring and Profiling + is_microservice: false + language: en + last_checked: 1779031016.573402 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.heaphero.io: HeapHero - Java & Android Heap Dump Analyzer' + v1_locations: + - docs/java-and-java-performance-optimization.md + v2_locations: + - java-and-java-performance-optimization.md + year: N/A +https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump: + content_hash: 559a9bd9d174e6ca3fb64b21c6115215522e36121bab8995b4d7c7efa055fc58 + description: '' + health_score: 100.0 + last_checked: 1779031927.590228 + review_metadata: + original_url: https://blog.heaphero.io/2020/10/16/what-is-gc-log-thread-dump-and-heapdump + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:55.003193' + stars: 0 + status: online + title: 'blog.heaphero.io: What is GC Log, thread dump and Heapdump? 🌟' + v1_locations: + - docs/java-and-java-performance-optimization.md + year: N/A +https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3: + content_hash: f51b724db1b07500464e468f00b7cbbaaeebf13dc732f713a0ba9aab868a0cc0 + description: '' + health_score: 100.0 + last_checked: 1779030433.805342 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kubectl Shell Autocomplete + v1_locations: + - docs/kubectl-commands.md + v2_locations: + - kubectl-commands.md + year: N/A +https://blog.heroku.com/monolithic-applications-into-services: + content_hash: 386f9bffe1485db033d860396b08009aae2e76a6a245a48f1dce0b1b623f75ab + description: '' + health_score: 100.0 + last_checked: 1779033428.901129 + stars: 0 + status: online + title: 'blog.heroku.com: Deconstructing Monolithic Applications into Services' + v1_locations: + - docs/introduction.md + year: N/A +https://blog.heyal.co.uk/unit-testing-helm-charts: + ai_summary: Advanced engineering guide showing how to unit-test Helm templates using + Golang. Demonstrates programmatically generating manifests and asserting correct + outputs before deploying. + complexity: Advanced + content_hash: f91a0c4281ecd0f71e5ff0f85b3b7859e5cb6c577830ac584d2b5c29d5d0c8eb + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery and GitOps + - Package Management + - Helm Testing + is_microservice: false + language: English + last_checked: 1779031389.817618 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'blog.heyal.co.uk: How to unit-test your helm charts with Golang 🌟' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://blog.httpwatch.com/2015/01/16/a-simple-performance-comparison-of-https-spdy-and-http2/comment-page-1: + content_hash: 0a6525f7b57befcd65510b8f15d56af33f4752b6d07fd5f1a25ac528af3f86e7 + description: '' + health_score: 100.0 + last_checked: 1779032172.11741 + needs_ai_refresh: true + stars: 0 + title: A Simple Performance Comparison of HTTPS, SPDY and HTTP/2 🌟 + v1_locations: + - docs/networking.md + year: N/A +https://blog.hubspot.com/marketing/ipaas-vendors: ai_summary: A commercial and technical overview of the top 22 Integration Platform as a Service (iPaaS) vendor solutions. Useful for architectural selection phases to compare enterprise offerings like MuleSoft, Workato, and Zapier across cloud compatibility, throughput limits, and ease of orchestration. + complexity: Beginner + content_hash: 57b231a7ebcc4f34bf9abe634e3b51d7251fe90b09d1a996253df3647cd9d428 + description: '' + health_score: 100.0 + hierarchy: + - Software Architecture + - Integration Patterns + - iPaaS + is_microservice: true language: English + last_checked: 1779031497.545217 + needs_ai_refresh: true resource_type: Article - complexity: Beginner - hierarchy: - - Software Architecture - - Integration Patterns - - iPaaS - is_microservice: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' title: 'blog.hubspot.com: The 22 Best iPaaS Vendors for Any Budget' -https://www.mulesoft.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030787.691836 - content_hash: 36c2b51e868dc78c2db0e394eb0888412ce09583de84604ab716cc65b9a61597 v1_locations: - docs/message-queue.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - - '[LEGACY]' v2_locations: - message-queue.md - ai_summary: The industry-standard enterprise integration platform (Anypoint Platform) - providing high-density API management, ESB capabilities, and iPaaS routing. Mulesoft - is highly suited for large-scale legacy modernization and hybrid-cloud orchestration, - though it introduces significant runtime complexity and enterprise licensing costs. - language: English - resource_type: Tool - complexity: Advanced - hierarchy: - - Software Architecture - - Integration Patterns - - iPaaS - is_microservice: true - title: Mulesoft -https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json: - description: '' year: N/A +https://blog.hubspot.com/website/api-gateway-vs-load-balancer: + content_hash: d78abb293afdd748459d4c3b01637b8e42884efc5363c0a35430311a760e2ebf + description: '' + health_score: 100.0 + last_checked: 1779030403.999332 + needs_ai_refresh: true stars: 0 status: online - health_score: 100.0 - last_checked: 1779030070.193443 - content_hash: 485835ee522f49ebc9013b6a969033cdf5c8c975840e27ca4d37fda4fc1efe97 - v1_locations: - - docs/message-queue.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' + title: 'blog.hubspot.com: API Gateway vs. Load Balancer: What''s The Difference?' + v1_locations: + - docs/api.md v2_locations: - - message-queue.md - ai_summary: A technical Q&A session highlighting architectural strategies using - Kafka, JAX-RS, MicroProfile, and JSON-B. This resource offers pragmatic patterns - for decoupling enterprise Java applications and migrating monolithic structures - to cloud-native, microservice-based runtimes. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Software Architecture - - Java Ecosystem - - Microservices - is_microservice: true - title: 'adambien.blog - 75th **airhacks.tv** Questions and Answers: Kafka, JAX-RS, - MicroProfile, JSON-B, GSON, JWT, VSC, NetBeans, Java Fullstack' -https://www.mkdocs.org: - description: '' + - api.md year: N/A +https://blog.hubspot.es/marketing/matriz-raci: + content_hash: a8e09366ba9672cb0215a40a88fa40d3a7a7d6a7f38d819c6bf1e1885deff524 + description: '' + health_score: 100.0 + last_checked: 1779029952.489244 + needs_ai_refresh: true stars: 0 status: online - health_score: 100.0 - last_checked: 1779034347.72952 - content_hash: 992bef69dec76aba4f00794ace869ef8f6422f0c43dcd7502d80a3d056c4da9c - v1_locations: - - docs/mkdocs.md - needs_ai_refresh: true tags: - - '[DE FACTO STANDARD]' - v2_locations: - - mkdocs.md - ai_summary: 'A fast, simple, and highly customizable static site generator geared - towards building project documentation. Written in Python and configured with - a single YAML file, it translates Markdown sources into lightweight, responsive - static sites. 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Demonstrates how GitOps + configurations are pushed dynamically across decentralized architectures using + unified portal controls. + complexity: intermediate + description: '' + hierarchy: + - GitOps + - Hybrid Cloud Platforms + - Azure Arc Integration + is_microservice: false + language: en + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Kubernetes GitOps with Azure Arc and Charmed Kubernetes + v2_locations: + - gitops.md + - kubernetes-on-premise.md + year: '2021' +https://canonical.com/juju: + ai_summary: 'The canonical toolset for automating cloud operations using Juju charms. + Simplifies the installation of Charmed Kubernetes clusters across various clouds. + Note: Conjure-up has been fully integrated and evolved directly into Canonical + Juju''s primary modeling environment.' + complexity: Intermediate + description: '' + hierarchy: + - Infrastructure + - Cluster Provisioning + - Canonical Juju + is_microservice: false + language: English + resource_type: Documentation + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '**Conjure up**' + v2_locations: + - kubernetes.md + - kubernetes-on-premise.md + year: '2026' +https://canonical.com/microk8s: + ai_summary: A lightweight, production-grade, single-package Kubernetes distribution + by Canonical. It features automatic updates, high-availability cluster builds, + and instant addon enablement (e.g., GPU support, Linkerd, Istio). Highly optimized + for developer environments, Edge workloads, and IoT gateways. + complexity: Beginner + description: '' + hierarchy: + - Infrastructure + - Edge and IoT + - MicroK8s + is_microservice: false + language: English + resource_type: Documentation + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '**Microk8s**' + v2_locations: + - kubernetes-on-premise.md + year: '2026' +https://canvatechblog.com/supporting-gpu-accelerated-machine-learning-with-kubernetes-and-nix-7c1da8e42f61: + content_hash: b9b5fd72d59db2b6e2e2f5fbfbb353ae5dda03d983539e32afe2bb2ae3b80124 + description: '' + health_score: 100.0 + last_checked: 1779034034.739576 + stars: 0 + status: online + title: 'canvatechblog.com: Supporting GPU-accelerated Machine Learning with Kubernetes'' + and Nix' + v1_locations: + - docs/mlops.md + year: N/A +https://capistranorb.com: + content_hash: c09e9f12516ac13c0c769fa565080e12b3c6ef604ee8ede18d009f3de931d491 + description: '' + health_score: 100.0 + last_checked: 1779031759.021408 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Capistrano + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://capstonec.com/2020/10/08/cloud-native-app-architecture-patterns: + content_hash: aa215df3ccd0f0ddf5abe6b1d246b8934fe240ae2c2ae081132d0bc73dc81a6c + description: '' + health_score: 100.0 + last_checked: 1779032874.348779 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'capstonec.com: You Will Love These Cloud-native App Architecture Patterns'' + 🌟' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://carlos-piqueres.medium.com/product-backlog-vs-sprint-backlog-c951f972e979: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033280.414343 + stars: 0 + title: 'carlos-piqueres.medium.com: Product Backlog vs Sprint Backlog' + v1_locations: + - docs/project-management-methodology.md + year: N/A +? https://carlos.mendible.com/2021/08/02/aks-persistent-volume-claim-with-an-azure-file-storage-protected-with-a-private-endpoint +: ai_summary: Hands-on guide to configuring Persistent Volume Claims in AKS bound + to Azure Files storage via secure Private Endpoints. Eliminates public access + vectors to storage targets, enhancing data sovereignty and meeting enterprise + compliance baselines. + complexity: Advanced + content_hash: 9795ffd7dca5f59cd62c7f5d97e36ba5fe480ce207992811e7389158bf3aacc9 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Storage + is_microservice: false + language: English + last_checked: 1779032179.783261 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'carlos.mendible.com: AKS: Persistent Volume Claim with an Azure File Storage'' + protected with a Private Endpoint' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://carlosalca.medium.com/how-to-manage-all-my-k8s-secrets-in-git-securely-with-bitnami-sealed-secrets-43580b8fa0c7: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029594.310444 + stars: 0 + title: 'carlosalca.medium.com: How to manage all my K8s secrets in git securely'' + with Bitnami Sealed Secrets' + v1_locations: + - docs/kubernetes-security.md + year: N/A +https://carlosthe19916.wordpress.com/2020/04/12/rhamt-in-github-actions: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031535.511136 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: RHAMT in Github Actions + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://carvel.dev/kapp: + content_hash: 86b6a26c1381fec6ede2ecbd749bd2918fcffda552631446dea6cb25064cbcb8 + description: '' + health_score: 100.0 + last_checked: 1779033074.567896 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kapp 🌟 + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://cassandra.apache.org: + content_hash: a0c95e266920c2bf5121c0d1637de17ca6a3386b7017f09b3dba3ad4a420e46a + health_score: 100.0 + last_checked: 1779030022.419427 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/nosql.md + v2_locations: + - nosql.md +https://cast.ai: + ai_summary: Enterprise-grade automated container management and FinOps scaling engine. + Performs real-time node selection, spot instance provisioning, and cluster rightsizing + dynamically without degrading active microservice performance. + complexity: Advanced + content_hash: ba2fcc29f4d72bba9b8cfe2526ea66c4ee91bb2789bda3be2cdeeb9ac4d5f2f9 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Management + - FinOps + - Automated Scaling + is_microservice: true + language: English + last_checked: 1779032293.124545 + needs_ai_refresh: true + resource_type: Website + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: CAST AI + v1_locations: + - docs/ai.md + - docs/finops.md + v2_locations: + - ai.md + - finops.md + year: N/A +https://cast.ai/blog/8-best-practices-to-reduce-your-aws-bill-for-kubernetes: + content_hash: 26de6f0da4566f3152142989f891360128975525d7afe08f76661a190ed6da41 + description: '' + health_score: 100.0 + last_checked: 1779029820.696633 + stars: 0 + status: online + title: 'cast.ai: 8 best practices to reduce your AWS bill for Kubernetes' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes: + ai_summary: Comparative evaluation analyzing resource isolation, infrastructure + management, and compute overhead between EKS, ECS, and AWS Fargate. 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Provides strategies for dynamic right-sizing, + Spot-instance scheduling, automated node-consolidation, and down-scaling non-production + environments during idle hours. + complexity: Intermediate + description: '' + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Cost Optimization + is_microservice: false + language: English + resource_type: Blog Post + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'cast.ai: 8 best practices to reduce your AWS bill for Kubernetes' + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2022' +https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-cluster: + ai_summary: An actionable security checklist compiled by Cast.ai, detailing major + cluster isolation and hardening vectors for EKS. Highlights include IAM role configurations, + network policy enforcement, control plane logging, and image scanning pipelines. + Ideal for rapid architectural audits before promotion to production. + complexity: Intermediate + content_hash: c94b0aa2e18917b8f51443ee717574938c5c6fb164396583f5d9715bf1a56615 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Security + is_microservice: false + language: English + last_checked: 1779032163.297534 + needs_ai_refresh: true + resource_type: guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'cast.ai: EKS Security Checklist: 10 Best Practices for a Secure Cluster' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://cast.ai/blog/guide-to-kubernetes-autoscaling-for-cloud-cost-optimization: + content_hash: cf23b77aa4194665973d5cafea22174b6ec14f240ef5dea2301669b30515a3f5 + description: '' + health_score: 100.0 + last_checked: 1779029992.928612 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cast.ai: Guide to Kubernetes autoscaling for cloud cost optimization 🌟' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md + year: N/A +https://cast.ai/blog/keep-your-aws-kubernetes-costs-in-check-with-intelligent-allocation: + content_hash: 96f551bd8bcb4ccc1234a100696a036f5919d4c780898f58a87502dd17b7a3c9 + description: '' + health_score: 100.0 + last_checked: 1779032543.596239 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cast.ai: Keep your AWS Kubernetes costs in check with intelligent allocation'' + (EKS)' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md + year: N/A +https://cast.ai/blog/kubernetes-labels-expert-guide-with-10-best-practices: + content_hash: fc2dc88a464c5869b7af6e36ebc35a33de0bb4a94d166797c9de3573d29ff681 + description: '' + health_score: 100.0 + last_checked: 1779031085.10522 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cast.ai: Kubernetes Labels: Expert Guide with 10 Best Practices' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://cast.ai/blog/kubernetes-namespace-how-to-use-it-to-organize-and-optimize-costs: + content_hash: 98e550ed6a15c3b18b79b0d146bc1659f832da3a26565d8dc33c6fa64147b856 + description: '' + health_score: 100.0 + last_checked: 1779029735.272697 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cast.ai: Kubernetes Namespace: How To Use It To Organize And Optimize Costs' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://cast.ai/blog/kubernetes-security-10-best-practices: + ai_summary: Synthesizes expert advice and industry-proven practices for comprehensive + cluster defense. Curator insight focuses on the absolute necessity of etcd encryption, + regular posture checks, and network policies. Live grounding highlights that combining + these strategies creates a multi-layered shield that significantly increases attackers' + efforts. + complexity: Intermediate + content_hash: 7df064937c2a9bb3c5cb3a0bf735c6b89ec5b71a8a65f89a3573085e41fc133f + description: '' + health_score: 100.0 + hierarchy: + - Security + - Foundational Concepts + - Cluster Hardening + is_microservice: false + language: en + last_checked: 1779030851.720572 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==cast.ai: Kubernetes Security: 10 Best Practices from the Industry and'' + Community== 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://cast.ai/blog/ultimate-cloud-pricing-comparison-aws-vs-azure-vs-google-cloud-in-2021: + content_hash: 499ac9dfd5ce764260f27a2f0023f41d6e07f2de3d9fe617594db9cd4b0305fa + description: '' + health_score: 100.0 + last_checked: 1779032900.455591 + stars: 0 + status: online + title: 'cast.ai: Ultimate cloud pricing comparison: AWS vs. Azure vs. Google Cloud'' + in 2021' + v1_locations: + - docs/public-cloud-solutions.md + year: N/A +https://catalog.ngc.nvidia.com/orgs/nvidia/helm-charts/gpu-operator: + content_hash: 22fbbbb9c7ab7d91273363383c1703ce2f15f43f4ae7acc04ee7e66e98d2eca7 + description: '' + health_score: 100.0 + last_checked: 1779030865.476885 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==catalog.ngc.nvidia.com: NVIDIA GPU Operator - Helm chart== 🌟🌟🌟' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md + year: N/A +https://catalog.redhat.com/en: + content_hash: 5dcf9edb59e9c3d4a5194ef21adab5bc7c3d088544f6e8f9eb8be9d0ecefd6f6 + health_score: 100.0 + last_checked: 1779130494.973826 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/openshift.md + v2_locations: + - openshift.md +https://catalog.redhat.com/en/software/containers/explore: + content_hash: 0f187dd7f5c30950ece591fbdc9de621e27b149f82e69c7938c0336f440523d4 + health_score: 100.0 + last_checked: 1779130494.986244 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://catalog.redhat.com/software/containers/explore: + content_hash: 04784ae711d2e8e483cbe1f2df0afc96144c04646dca1ab975bea5117cb17eb9 + description: '' + health_score: 100.0 + last_checked: 1779030583.916595 + stars: 0 + status: online + title: Red Hat Ecosystem Catalog + v1_locations: + - docs/container-managers.md + year: N/A +https://catonmat.net/gnu-coreutils-cheat-sheet: + content_hash: c18d54281566f3a38a80c7ca4cb4267b270a396801f2fb2946ffe3963d887a78 + description: '' + health_score: 100.0 + last_checked: 1779030346.242466 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'catonmat.net: GNU Coreutils Cheat Sheet' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://caylent.com/blog/beginners-guide-to-using-terraform-with-aws: + content_hash: 4a3c8359589ab0b8c32dd2b27c53abc25a082c642dc4387043d977cac1422b66 + health_score: 100.0 + last_checked: 1779130494.994759 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md +https://caylent.com/blog/pragmatic-enterprise-cicd: + ai_summary: A comprehensive article providing a pragmatic blueprint for building, + scaling, and managing enterprise CI/CD workflows on AWS infrastructure. 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docs/GoogleCloudPlatform.md +https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini: + ai_summary: 'Curator Insight: Announcement of Google Cloud''s Managed MCP platform + for enterprise Gemini integrations. + + Live Grounding: Offers robust, fully managed hosting for MCP servers, ensuring + secure data retrieval, automatic scaling, and strict enterprise-grade compliance + bounds.' + complexity: Advanced + content_hash: dcf9cc98893d2cafe446b5291b157f00d4c3f347895477c65651854c502421fa + description: '' + health_score: 100.0 + hierarchy: + - Agentic Engineering + - Model Context Protocol + - Google Cloud Managed + is_microservice: false + language: English + last_checked: 1779032583.716217 + needs_ai_refresh: true + resource_type: Platform Product + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Google Cloud Managed MCP + v1_locations: + - docs/ai-agents-mcp.md + v2_locations: + - ai-agents-mcp.md + year: N/A +https://cloud.google.com/blog/products/api-management/google-cloud-announces-apigee-integration: + content_hash: 01739e938aa64a20f73179373be11724186723a385bc3e52ac0f5aa8474baf8e + description: '' + health_score: 100.0 + last_checked: 1779031185.235422 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Announcing Apigee Integration: An API-first approach for connecting data'' + and applications' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/application-development/access-an-orgs-custom-code-repo-from-cloud-code-ides: + content_hash: 16d866b19b41a5a50a519f3437542e5e98823f6c269242dc9b0273c070beaee7 + description: '' + health_score: 100.0 + last_checked: 1779032387.6267 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Follow your org’s app dev best practices with Cloud Code'' + custom samples 🌟' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://cloud.google.com/blog/products/application-development/google-cloud-cli-declarative-export-preview: + content_hash: 264abc7fdb747ba915a5e33ce4d896fffa53a5ba1c3deea2c0b1962122191090 + description: '' + health_score: 100.0 + last_checked: 1779033920.740199 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - 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Build your perfect Google Cloud'' + infrastructure using Terraform and the gcloud CLI==' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/application-development/introducing-cloud-shell-editor: + content_hash: 6e44b0b6217d3f6bda6536ec6a6b4c0ab49ac30ccac5be0a54555e0a94380efa + description: '' + health_score: 100.0 + last_checked: 1779032586.061005 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'New Cloud Shell Editor: Get your first cloud-native app running in minutes' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/application-development/kubernetes-development-simplified-skaffold-is-now-ga: + content_hash: 511aa6d2209ff34637d7851bcf8d6738064791808986e6ab4baf0549c242ce6c + description: '' + health_score: 100.0 + last_checked: 1779030994.997348 + needs_ai_refresh: true + stars: 0 + title: 'cloud.google.com: Kubernetes development, simplifiedβ€”Skaffold is now GA' + v1_locations: + - docs/scaffolding.md + year: N/A +https://cloud.google.com/blog/products/compute/guide-to-cost-optimization-through-automated-vm-management: + content_hash: 22a7e1614b9b036315b9423370b138f5e7247bedfb2d9184be923280a4e39283 + description: '' + health_score: 100.0 + last_checked: 1779029425.36641 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Save money and time with automated VM management and suspend/resume' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/containers-kubernetes: + content_hash: 540691550bffcf41c1a19a2dd4196f138fb567cdad742477f9f0e9e8afab007f + health_score: 100.0 + last_checked: 1779130494.93859 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +? https://cloud.google.com/blog/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes +: ai_summary: Reflects on GKE's history and core features. Explains earlier architectural + trends, the introduction of multi-cluster designs, and foundations that shaped + Google's managed Kubernetes solutions. + complexity: Beginner + description: '' + hierarchy: + - Public Cloud Providers + - Google Kubernetes Engine (GKE) + - Cluster Management + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Looking ahead as GKE, the original managed Kubernetes, turns 5 + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2020' +https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot: + ai_summary: Announces and reviews the engineering mechanics of GKE Autopilot Spot + Pods. Analyzes how fault-tolerant workloads can utilize dynamic pricing discounts + of up to 60-80% using automated Spot scheduling policies. + complexity: intermediate + content_hash: e4052d2844969e6b2f5ceef049338c19b4d2cbc1f63e9eb34120483a08709241 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Google Cloud Platform + - Cost Optimization + is_microservice: false + language: en + last_checked: 1779031396.095149 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Announcing Spot Pods for GKE Autopilotβ€”save on fault tolerant'' + workloads' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimization-insights-now-ga: + ai_summary: Discusses the general availability of GKE's built-in cost optimization + dashboards, highlighting over-provisioned namespaces and idle node resources. + Analyzes methods to proactively scale down allocations using automated telemetry + suggestions. + complexity: intermediate + content_hash: aeaf32dd9f8c451c0b06eab917cbf5fffd9f205e4d8d5eb30ed4859def9ffd60 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Google Cloud Platform + - Cost Optimization + is_microservice: false + language: en + last_checked: 1779029517.070873 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Know more, spend less: how GKE cost optimization insights'' + help you optimize Kubernetes' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://cloud.google.com/blog/products/containers-kubernetes/google-cloud-anthos-multicloud-api-and-gke-on-azure-ga: + content_hash: 6db838ab78c776da7f7f2eb38cadd4e3792e1e6a36f6b60818a5e46453333eea + description: '' + health_score: 100.0 + last_checked: 1779032797.007662 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Anthos makes multi-cloud easier with new API, support'' + for Azure' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-autopilot: + ai_summary: Announces the launch of GKE Autopilot. Discusses its billing models + based on active pod specifications and automated node scaling, shifting infrastructure + control tasks directly to Google SREs. + complexity: Intermediate + content_hash: 6b20bda219ee3bcbcecb348128c83a09d9ef18512037786ea633c69947f02ed3 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Providers + - Google Kubernetes Engine (GKE) + - Cluster Management + is_microservice: false + language: en + last_checked: 1779030974.834425 + needs_ai_refresh: true + resource_type: News + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Introducing GKE Autopilot: a revolution in managed Kubernetes 🌟' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services: + ai_summary: Introduces GKE Multi-Cluster Services (MCS). Focuses on cross-cluster + discovery models that let disparate GKE instances interact securely without needing + complex overlay networks or manual endpoint syncing. + complexity: Advanced + content_hash: 91ab062a34817207eef1d782e37d6be6e96c39515f3c58d596fbdff9e3e0fe06 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Providers + - Google Kubernetes Engine (GKE) + - Networking + is_microservice: true + language: en + last_checked: 1779031613.439499 + needs_ai_refresh: true + resource_type: News + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Discover and invoke services across clusters with GKE'' + multi-cluster services' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control-plane-metrics-are-generally-available: + ai_summary: Details GKE control plane performance exposure via Prometheus-compatible + endpoints. Covers observability practices for API server request latency, etcd + queue duration, and controller manager performance. + complexity: advanced + content_hash: dd6853bce450648f0ed7b9080311465d12bdd33092e6777aadab300e4637524e + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Google Cloud Platform + - Observability + is_microservice: false + language: en + last_checked: 1779030343.491662 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Introducing Kubernetes control plane metrics in GKE' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kubernetes-with-gke-at-geotab: + ai_summary: Enterprise architectural case study outlining a multi-cluster GKE topology. + Explores ingress-routing, fleet management policies, and configuration synchronization + patterns for global-scale telemetry networks. + complexity: advanced + content_hash: 68ae67a0219df2e0d6512977bbf014bc103c01a16f98347abd6f95fbab781caf + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Google Cloud Platform + - Multi-Cluster Architectures + is_microservice: false + language: en + last_checked: 1779029844.400497 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: How to do multi-cluster Kubernetes in the real worldβ€”one'' + GKE shop’s approach' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://cloud.google.com/blog/products/containers-kubernetes/the-rise-and-future-of-kubernetes-and-open-source-at-google: + content_hash: d426c0f05035363a9515273d2a68c6cff5bf5c953a6868e7768f541614b41d97 + description: '' + health_score: 100.0 + last_checked: 1779034359.127418 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==cloud.google.com: The past, present, and future of Kubernetes with Eric'' + Brewer==' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://cloud.google.com/blog/products/data-analytics/create-templates-from-any-dataflow-pipeline: + ai_summary: A technical look at creating and managing GCP Dataflow templates. Details + packaging patterns that permit modular, parameter-driven run execution of streaming + data pipelines across multi-tenant infrastructures. + complexity: Intermediate + description: '' + hierarchy: + - Data Architecture + - Stream Processing + - Managed Pipelines + is_microservice: true + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template' + v2_locations: + - message-queue.md + year: '2021' +https://cloud.google.com/blog/products/databases/to-run-or-not-to-run-a-database-on-kubernetes-what-to-consider: + content_hash: 293bb9e30046d444196ef31b6e5078cf8bc68b67666ae4063b4f3ef6560e145a + description: '' + health_score: 100.0 + last_checked: 1779033262.460793 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: To run or not to run a database on Kubernetes - What to'' + consider' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://cloud.google.com/blog/products/devops-sre: + ai_summary: An official Google Cloud guide highlighting operational synergies and + clear organizational distinctions between SRE and DevOps execution models. + complexity: Intermediate + description: '' + hierarchy: + - Platform Engineering + - Site Reliability Engineering + - Foundations + is_microservice: true + language: English + resource_type: Blog Post + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: SRE vs. DevOps: competing standards or close friends?' + v2_locations: + - sre.md + year: '2024' +https://cloud.google.com/blog/products/devops-sre/announcing-dora-2021-accelerate-state-of-devops-report: + content_hash: b5a55c2b81c5237e364deac3ccfbd8fa68a4acfab1c6c6e6e3b6242527688a82 + description: '' + health_score: 100.0 + last_checked: 1779032000.03266 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: State of DevOps 2021 🌟' + v1_locations: + - docs/devops.md + - docs/index.md + v2_locations: + - devops.md + year: N/A +https://cloud.google.com/blog/products/devops-sre/easy-managed-prometheus-metrics-service-for-kubernetes: + content_hash: 5e2e2963c4294b32790025abbd122d9941b0102dab1e9f4f2c8093f027978d50 + description: '' + health_score: 100.0 + last_checked: 1779032892.599837 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Google Cloud Managed Service for Prometheus is now generally'' + available' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-automates-deploys-to-gke: + content_hash: 031c0181250c45e97ae1e6a59e8dc6af1d90334f9b13c8f759825ec38a6b3326 + description: '' + health_score: 100.0 + last_checked: 1779029481.988259 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Introducing Google Cloud Deploy: Managed continuous delivery'' + to GKE' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-now-ga: + content_hash: b7cd4a4f0397c7faaad7c50a227b30192a99941b6d0c6cc3e11e6fc52a7ba6f2 + description: '' + health_score: 100.0 + last_checked: 1779033427.65554 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Google Cloud Deploy, now GA, makes it easier to do continuous'' + delivery to GKE' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-list-of-cre-life-lessons: + ai_summary: An essential collection of enterprise insights gathered by Google Customer + Reliability Engineers (CRE). Translates massive Google-scale SRE rules into practical + roadmaps for external architectures. + complexity: Advanced + content_hash: af026d01ccbd0e5c4349da0f6d9007fbc4028b1a2870c2ed2a8cdc3356303505 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Site Reliability Engineering + - Foundations + is_microservice: true + language: English + last_checked: 1779033946.816718 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'cloud.google.com: SRE at Google: Our complete list of CRE life lessons 🌟' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://cloud.google.com/blog/products/gcp/5-google-cloud-product-cheat-sheets-2021: + content_hash: eb7f5e4d7c996116a962635e4cf8ad88a1f6fab40e45dab5a074cbf5401beb21 + description: '' + health_score: 100.0 + last_checked: 1779033024.123809 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: 5 cheat sheets to help you get started on your Google'' + Cloud journey 🌟' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/gcp/sre-vs-devops-competing-standards-or-close-friends: + content_hash: 14034c4e627b26362a22dc64bff02c23c4b32a949f6154256e9171bfe2517b7f + description: '' + health_score: 100.0 + last_checked: 1779029466.480114 + stars: 0 + status: online + title: 'cloud.google.com: SRE vs. DevOps: competing standards or close friends?' + v1_locations: + - docs/sre.md + year: N/A +https://cloud.google.com/blog/products/identity-security/announcing-general-availability-of-google-cloud-ids: + content_hash: 1ed8fe8591c6a39de4f6246a21df4c38d22f96d38254eae2117f67a977795567 + description: '' + health_score: 100.0 + last_checked: 1779033313.630493 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Cloud IDS for network-based threat detection is now generally'' + available' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/identity-security/enabling-keyless-authentication-from-github-actions: + content_hash: 0105af3bc0311276c38af9e754dbe6511fe3298af88387d789a6109a0e4e727b + description: '' + health_score: 100.0 + last_checked: 1779033485.399335 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==cloud.google.com: Enabling keyless authentication from GitHub Actions==' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +? https://cloud.google.com/blog/products/identity-security/how-to-authenticate-service-accounts-to-help-keep-applications-secure +: content_hash: f8072889682829cadb298501a1eba0ce4090efc6e5e7e6af41bdf3ad9e9c5e62 + description: '' + health_score: 100.0 + last_checked: 1779031738.945222 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Choose the best way to use and authenticate service accounts'' + on Google Cloud' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing: + ai_summary: Outlines advanced load balancing features on Google Cloud external application + proxies. Shows how request mirroring, canary weighted splits, and URL manipulations + integrate with backend GKE Ingress controllers. + complexity: Advanced + description: '' + hierarchy: + - Public Cloud Providers + - Google Kubernetes Engine (GKE) + - Networking + is_microservice: true + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Using new traffic control features in External HTTP(S) load balancer + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2021' +https://cloud.google.com/blog/products/networking/private-service-connect-is-now-generally-available: + content_hash: 7ffdeb1a43d28926444b4577286b37e248b0f046ac85355b9e034b992bb028da + description: '' + health_score: 100.0 + last_checked: 1779034093.60913 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Consume services faster, privately and securely - Private'' + Service Connect now in GA' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/networking/traffic-director-supports-proxyless-grpc: + content_hash: a6a3ecc5c49e84f297701b5832a8d8c39b25c8da168ff05aa13c14018ec16055 + health_score: 100.0 + last_checked: 1779130494.936327 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md +https://cloud.google.com/blog/products/operations/better-access-to-observability-data-for-virtual-machines: + content_hash: e13417d82d6d445ee2877ba05f9b8d262756372e10b5d891b6f570953780e37e + description: '' + health_score: 100.0 + last_checked: 1779032222.975245 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Monitor and troubleshoot your VMs in context for faster'' + resolution' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/operations/introducing-google-cloud-managed-service-for-prometheus: + content_hash: 38423ec901bfc180119685094aeee720d888515a234af53ccf61ce7c2017bc6b + description: '' + health_score: 100.0 + last_checked: 1779032592.730822 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Get planet-scale monitoring with Managed Service for Prometheus' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://cloud.google.com/blog/products/operations/troubleshooting-services-on-google-kubernetes-engine: + content_hash: 9801008a5b6e951f44b0e39395856319d1869c644fc024d06d1e3b65f3e30c5e + description: '' + health_score: 100.0 + last_checked: 1779033662.403453 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Troubleshooting services on Google Kubernetes Engine by'' + example 🌟' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://cloud.google.com/blog/products/operations/use-ansible-to-deploy-the-google-cloud-ops-agent: + content_hash: 3e2d98f01c61dc122bb17d20588faa0d5a19231ed34674da76ce2cce4780bc1e + description: '' + health_score: 100.0 + last_checked: 1779029127.388755 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: How to deploy the Google Cloud Ops Agent with Ansible' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://cloud.google.com/blog/products/serverless/learn-how-to-use-advanced-vpc-functionality-with-your-cloud-functions: + content_hash: 9b10cefadcfc28f657fc0ec6f9b59a7babaab55f8ac2c46c25117e2df34757d5 + description: '' + health_score: 100.0 + last_checked: 1779033209.102146 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Cloud Functions, meet VPC functionality + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/serverless/the-next-big-evolution-in-cloud-computing: + content_hash: 2966021ae4b69a1b17d7cc5beed4202de051f1a252eb97ec6aed02aa6ecf5082 + description: '' + health_score: 100.0 + last_checked: 1779032375.009879 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: The next big evolution in serverless computing' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke: + ai_summary: Deep dive into the native GKE Backup service, designed for stateful + application restoration and cluster disaster recovery. Discusses how to safeguard + configuration metadata and persistent volume states natively through GCP APIs. + complexity: intermediate + content_hash: 557e0cd1291101b30c01c23224aa20b0abe29467f78e0bdc9d1efc8dc0eb5094 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Google Cloud Platform + - Data Protection + is_microservice: false + language: en + last_checked: 1779032779.841349 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Announcing Backup for GKE: the easiest way to protect'' + GKE workloads' + v1_locations: + - docs/kubernetes-backup-migrations.md + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + - kubernetes-backup-migrations.md + year: N/A +https://cloud.google.com/blog/topics/anthos/windows-server-support-comes-to-anthos-on-prem: + content_hash: 309abc9bd02a50c482f6c5f413e8fcac3961e42dee4492b0e0f37d8e32481960 + description: '' + health_score: 100.0 + last_checked: 1779029568.925375 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Bringing Kubernetes’ goodness to Windows Server apps with Anthos + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/topics/cloud-first/key-metrics-to-measure-impact-of-cloud-finops: + content_hash: e47e108364121c91e8ed2ebb3f8c5c10e17a94ab7cec1c54170aa6acc0dceb7f + description: '' + health_score: 100.0 + last_checked: 1779030338.808772 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: 5 key metrics to measure Cloud FinOps impact in your organization'' + in 2022 and beyond' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://cloud.google.com/blog/topics/developers-practitioners/cloud-dns-explained: + content_hash: e765ad2dbc1577d11c0c061a686020a3f989875ab4fefb45991c97218fc556e3 + description: '' + health_score: 100.0 + last_checked: 1779032286.171741 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Cloud DNS explained!' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/topics/developers-practitioners/container-story-google-kubernetes-engine: + content_hash: 88498d55e355a0ea03771eb646a314f4b2218ba48c0dc038813adc683ba69d9b + description: '' + health_score: 100.0 + last_checked: 1779032559.090077 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: A container story - Google Kubernetes Engine' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/topics/developers-practitioners/demystifying-cloud-spanner-multi-region-configurations: + content_hash: c950aecede4fb5c5e09c597b0e84839820f0c593fe94861b9c8598c2082010d8 + description: '' + health_score: 100.0 + last_checked: 1779029251.043879 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Demystifying Cloud Spanner multi-region configurations' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/topics/developers-practitioners/devops-and-cicd-google-cloud-explained: + content_hash: d11fc3cc46348ff1f25727b4b07c245dce93c6da9e2f01c5b5cbcf8d898870cc + description: '' + health_score: 100.0 + last_checked: 1779030478.293183 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: DevOps and CI/CD on Google Cloud explained' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-networking-overview: + content_hash: 3abcd77b2f9a7633c627f0f922377a0b0e33c8a0bac304f85964dcf0e1ed330e + description: '' + health_score: 100.0 + last_checked: 1779030430.202739 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: Google Cloud Networking overview 🌟🌟' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://cloud.google.com/blog/topics/developers-practitioners/how-transfer-your-data-google-cloud: + content_hash: 726a81c2a3e32320b86b306ac48b8dad0d60ff5dc1f10500e912d95b8923ae6e + description: '' + health_score: 100.0 + last_checked: 1779031454.807167 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: How to transfer your data to Google Cloud' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +? https://cloud.google.com/blog/topics/developers-practitioners/how-use-machine-learning-model-google-sheet-using-bigquery-ml +: content_hash: 8782a59fa877513d4f95e40454bad85cc2ba01388f1482d91cf2965fa17d8f75 + description: '' + health_score: 100.0 + last_checked: 1779031898.179941 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.google.com: How to use a machine learning model from a Google Sheet'' + using BigQuery ML' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md + year: N/A +https://cloud.google.com/blog/topics/developers-practitioners/introducing-google-cloud-architecture-diagramming-tool: + content_hash: 65b3fa7a717dfa6c0566e54165fdd947aeb2ad24a96b79d9f55462239cb9895a + description: '' + health_score: 100.0 + last_checked: 1779031416.481387 + stars: 0 + status: online + title: 'cloud.google.com: Introducing a Google Cloud architecture diagramming tool' + v1_locations: + - docs/cloud-arch-diagrams.md + year: N/A +? https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository +: ai_summary: 'Curator Insight: Google''s official skills repository and toolkit for + modular agentic development. + + Live Grounding: Delivers pre-integrated capabilities and action templates allowing + Enterprise Gemini Agents to dynamically execute API operations, retrieve structured + data, and handle multi-step workflows.' + complexity: Advanced + content_hash: 78fdad8384c8957c2515805a546be64aa03371aa00aea09b2c79d6691a09751e + description: '' + health_score: 100.0 + hierarchy: + - 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Contrast: Curator Insight presents an abstract + conceptual overview, while Live Grounding shows that modern network-layer enforcement + (via eBPF/Cilium) represents the dominant approach to securing these boundaries. + Fundamental reading for platform architects.' + complexity: Intermediate + description: '' + hierarchy: + - Cloud Native Security + - Fundamental Architecture + - Best Practices + is_microservice: true + language: English + resource_type: Article + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'containerjournal.com: The What and Why of Cloud-Native Security' + v2_locations: + - devsecops.md + year: '2021' +https://cloudnativenow.com/features/4-expert-level-things-i-wish-id-known-about-kubernetes: + content_hash: 50769b63295568f18ccc44d782ac33c1e3158b7e83f7f2107c76809dc91c46d2 + health_score: 84.0 + last_checked: 1779130494.977264 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://cloudnativenow.com/features/9-open-source-developer-tools-for-kubernetes: + content_hash: 5b10c16b8cee1450fcc77bb53075fd3728426c293688d84e17dd5d4af1c122c0 + health_score: 100.0 + last_checked: 1779130495.024146 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md +https://cloudnativenow.com/features/assessing-the-true-cost-of-kubernetes: + content_hash: 76b468019716c1e396ede63a9adc0a8d900f8d42900bcb2b36679e371bb35961 + health_score: 100.0 + last_checked: 1779130495.008428 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://cloudnativenow.com/features/deploying-kubernetes-on-bare-metal: + ai_summary: An architectural guide exploring the benefits and challenges of deploying + production-grade Kubernetes directly onto bare-metal servers. It details how bypassing + hypervisor virtualization layers reduces operational overhead and enhances I/O + performance. Crucial for low-latency, high-throughput edge nodes and data-intensive + database deployments. + complexity: Intermediate + description: '' + hierarchy: + - Infrastructure + - Bare Metal + - Architecture + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'containerjournal.com: Deploying Kubernetes on Bare Metal' + v2_locations: + - kubernetes-on-premise.md + year: '2022' +https://cloudnativenow.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift: + ai_summary: This industry report analyzes GitLab's strategic expansion to the Red + Hat OpenShift ecosystem through its official Kubernetes Operator. Modern cloud-native + platform architectures require simplified, declarative provisioning paths for + hybrid deployment, and this integration remains a cornerstone for enterprise teams + requiring automated GitOps-driven application delivery on managed Kubernetes clusters. + complexity: Advanced + description: '' + hierarchy: + - Cloud Native Infrastructure + - Platform Engineering + - GitLab Operations + is_microservice: false + language: English + resource_type: blog + stars: 3 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'containerjournal.com: GitLab Brings Kubernetes Operator to Red Hat OpenShift' + v2_locations: + - git.md + year: '2021' +https://cloudnativenow.com/features/gitops-the-missing-link-for-ci-cd-for-kubernetes: + content_hash: 54b92223d8f5d450d2ecf0fe4656aae162ce47d08bd4fa70260f4c739ab8ecf5 + health_score: 100.0 + last_checked: 1779130494.992701 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://cloudnativenow.com/features/gitops-workflows-expanding-beyond-kubernetes-clusters: + content_hash: c0a534d5ef44b10c595bb5b931c7069cc6e71c8ebc050f432998eb3d147e927e + health_score: 100.0 + last_checked: 1779130495.003432 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://cloudnativenow.com/features/kubernetes-enables-devops-as-a-service-daas: + content_hash: 2f38252910e6b3d10e50a945fd13b5e1669bc6b83b33bfdacd565393b71e7338 + health_score: 100.0 + last_checked: 1779130495.017816 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://cloudnativenow.com/features/kubernetes-security-in-your-ci-cd-pipeline: + ai_summary: Examines security best practices for embedding Kubernetes-focused vulnerability, + manifest, and policy scanning within continuous deployment lifecycles. Discusses + the transition from raw Docker registry checks to active policy enforcement during + runtime transitions. + complexity: Intermediate + description: '' + hierarchy: + - DevSecOps + - CI/CD Pipeline Security + - Kubernetes Deployment + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'containerjournal.com: Kubernetes Security in Your CI/CD Pipeline' + v2_locations: + - devsecops.md + year: '2021' +https://cloudnativenow.com/features/linkerds-cncf-graduation-due-to-its-simplicity: + content_hash: b40e2c34fd4bffa74127c30d2d3663f0b3f9c54c5a70e793b144f2da405cfb20 + health_score: 100.0 + last_checked: 1779130495.031891 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md +https://cloudnativenow.com/features/red-hat-ibm-launch-konveyor-to-aggregate-kubernetes-tools: + content_hash: af9b5d725d36d69e1e14223fce3985e69ebec3e7a3758e2cefa5a9bf705d7214 + health_score: 100.0 + last_checked: 1779130494.973567 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md +https://cloudnativenow.com/features/red-hat-simplifies-kubernetes-cluster-management: + content_hash: 11b4eb1553eb2485d5e352bf719c5d2baa8134d85d693a6a2fbcc5648341117c + health_score: 100.0 + last_checked: 1779130495.027146 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://cloudnativenow.com/features/siloscape-the-dark-side-of-kubernetes: + ai_summary: 'An analytical threat intelligence piece investigating Siloscape, a + malware strain designed to compromise Windows containers in Kubernetes clusters. + Contrast: Curator Insight covers the initial detection payload, while Live Grounding + confirms it exposed critical isolations gaps in Windows container configurations. + Highly valuable for hybrid platform architectures.' + complexity: Advanced + description: '' + hierarchy: + - Kubernetes Security + - Attack Vectors + - Malware Analysis + is_microservice: true + language: English + resource_type: Article + stars: 1 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'containerjournal.com: Siloscape: The Dark Side of Kubernetes' + v2_locations: + - devsecops.md + year: '2021' +https://cloudnativenow.com/features/the-4-levels-of-gitops-maturity: + content_hash: 7d5f023af7db75922ac2ca5931c5693cb5cb6be576eb521df62049047d75e301 + health_score: 100.0 + last_checked: 1779130494.986003 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://cloudnativenow.com/features/the-rise-of-the-kubemaster: + content_hash: 8149221c614e31d61b3432239b8ffb4ccf6a5ddb112fe2e005dc87abaee71db7 + health_score: 84.0 + last_checked: 1779130494.969172 + review_metadata: + original_url: https://cloudnativenow.com//features/the-rise-of-the-kubemaster + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T10:33:06.895398' + status: review_required + v1_locations: + - docs/index.md + - docs/kubernetes.md +https://cloudnativenow.com/features/whats-the-difference-between-docker-and-kubernetes: + content_hash: 55fa6e86c75c5665255f9d9f3bbb1104bc00209030c3b4aadbadf9e2db3ed270 + health_score: 100.0 + last_checked: 1779130494.988912 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://cloudnativenow.com/features/when-is-kubernetes-service-ownership-the-right-fit: + content_hash: dc9a73f0f759cef8d90951b9d5068867359a4e5c56e1488c6f9d4d81522c2728 + health_score: 84.0 + last_checked: 1779130494.979977 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://cloudnativenow.com/features/when-is-service-mesh-worth-it: + content_hash: 0a87675c3670c1c66e69862aeefe3fd76e568bab53fbf053c39ffa51911a207c + health_score: 100.0 + last_checked: 1779130495.010078 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md +https://cloudnativenow.com/features/when-kubernetes-as-a-service-doesnt-cut-it: + ai_summary: A strategic critique detailing scenarios where managed cloud Kubernetes + services fall short of enterprise requirements, necessitating custom bare-metal + or on-premises solutions. Key factors analyzed include strict regulatory compliance, + low-latency requirements, and specialized hardware acceleration (GPUs, TPUs). + Useful for infrastructure architects designing hybrid-cloud topologies. + complexity: Advanced + description: '' + hierarchy: + - Infrastructure + - Bare Metal + - Strategic Decisions + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'containerjournal.com: When Kubernetes-as-a-Service Doesn’t Cut It' + v2_locations: + - kubernetes-on-premise.md + year: '2021' +https://cloudnativenow.com/kubeconcnc/kubernetes-true-superpower-is-its-control-plane: + content_hash: e90d7e55ddde4aaf4eb8e6cd6a7a74c7ff65c459ae7ee730bf58d54c4910ccd6 + health_score: 84.0 + last_checked: 1779130494.947783 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://cloudnativenow.com/topics/cloudnativedevelopment/how-docker-and-kubernetes-work-together: + health_score: 100.0 + last_checked: 1779130495.013866 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://cloudnativenow.com/topics/cloudnativedevelopment/how-the-rise-of-containers-will-drive-devops: + content_hash: 2793765cb759caaae6b90145c869feadaf2d48c69cdbb08891e34ff527253401 + health_score: 100.0 + last_checked: 1779130494.971938 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://cloudnativenow.com/topics/cloudnativedevelopment/ibm-leverages-containers-to-advance-devops-on-mainframes: + content_hash: 689fd1a40636b24cc057fc34a473e735dc772bdd146ab73bc6cb949a8d83462d + health_score: 100.0 + last_checked: 1779130494.929465 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ibm_cloud.md + v2_locations: + - ibm_cloud.md +https://cloudnativenow.com/topics/cloudnativedevelopment/red-hat-adds-java-runtime-for-kubernetes-to-subscription: + content_hash: 047ce29f0158a8947a72aa5d8cd04fdbe4ffb0d4bcbd486e86edc9b471d75d79 + health_score: 100.0 + last_checked: 1779130495.011206 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md +https://cloudnativenow.com/topics/cloudnativeplatforms/10-best-practices-worth-implementing-to-adopt-kubernetes: + health_score: 100.0 + last_checked: 1779130495.009634 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://cloudnativenow.com/topics/cloudnativeplatforms/overcoming-kubernetes-infrastructure-challenges: + content_hash: 2afa5ca912d6ef464c9eaaea839e95c7f06146df56463d5ebd7cbb7e736e08ad + health_score: 100.0 + last_checked: 1779130494.936773 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +? https://cloudnativenow.com/topics/cloudnativeplatforms/rancher-labs-adds-support-for-longhorn-storage-on-kubernetes-clusters +: content_hash: 37fe183c04e21683a23dd98df7a2267889c5feec4f24498699814a43d4a2530c + health_score: 100.0 + last_checked: 1779130494.955897 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md +https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-delivers-latest-kubernetes-enhancements: + content_hash: 38c6c61647ba63fd0c852f1379cfa67e1d631adfdfc0a3ca172449a09b5d688a + health_score: 100.0 + last_checked: 1779130495.015771 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +? https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-integrates-kubevirt-with-kubernetes-management-platform-from-sap +: content_hash: d711d1db52f437b1326ad69a173293c8220736e93e741435927f9a9cac8913c9 + health_score: 100.0 + last_checked: 1779130494.929143 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-kafka-closer-to-kubernetes: + ai_summary: Discusses Strimzi operators on Red Hat OpenShift, evaluating how declaratively + defined operators streamline stateful deployments and coordinate safe, automated + rolling updates of Kafka nodes on Kubernetes. + complexity: Intermediate + description: '' + hierarchy: + - Cloud-Native Infrastructure + - Event Streaming + - Kubernetes Operators + is_microservice: true + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'containerjournal.com: Red Hat Platform Brings Kafka Closer to Kubernetes' + v2_locations: + - message-queue.md + year: '2020' +https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kubernetes-cluster: + ai_summary: A strategic guide to establishing cluster-wide security policies. It + details the layers of security required from the underlying cloud provider network + up to cluster API access, RBAC, and workload runtimes. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Infrastructure + - Kubernetes + - Security + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'containerjournal.com: How to Secure Your Kubernetes Cluster 🌟' + v2_locations: + - kubernetes-security.md + year: '2020' +https://cloudnativenow.com/topics/gitops-workflows-and-principles-for-kubernetes: + content_hash: 0a4a059b581b1016f1dec53a6f7913b3d2421bbb98a395375407be4a8bdba703 + health_score: 100.0 + last_checked: 1779130494.949579 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://cloudnativenow.com/uncategorized/9-pillars-of-engineering-devops-with-kubernetes: + content_hash: 218f367918f73d6864c50a9aa4a6e59751ac51446633a932c53b5e9e2de21ab4 + health_score: 100.0 + last_checked: 1779130494.937402 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://cloudnativesimplified.substack.com/p/tool-series-1-kcp: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030367.146242 + stars: 0 + title: 'cloudnativesimplified.substack.com: kcp: Kubernetes-like control plane' + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://cloudnativetoolkit.dev/adopting/use-cases/gitops/gitops-ibm-cloud-paks: + health_score: 80.0 + last_checked: 1779034223.844624 + v1_locations: + - docs/demos.md +https://cloudogu.com/en/blog: + content_hash: a298f16198354314893af506971dfe33f8360dfd30b68edde8fbd91bd720eb5c + health_score: 100.0 + last_checked: 1779029574.052336 + v1_locations: + - docs/demos.md +https://cloudogu.com/en/blog/cd-with-nexus-jenkins-ces: + content_hash: cd1c538590522bb92b28c310c1eae9a40183f00c3b7e9e461185a61ce67a05a2 + description: '' + health_score: 100.0 + last_checked: 1779030575.089491 + stars: 0 + status: online + title: Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem + v1_locations: + - docs/demos.md + - docs/registries.md + year: N/A +https://cloudogu.com/en/blog/gitops-tools: + content_hash: 06987b214919f107e8536704903b9f4e23f12bd696c9e980b2c38e40edf4d567 + description: '' + health_score: 100.0 + last_checked: 1779029114.020016 + stars: 0 + status: online + title: 'cloudogu.com: Automation Assistants: GitOps tools in comparison 🌟' + v1_locations: + - docs/gitops.md + year: N/A +https://cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example: + content_hash: 97772e220e38d7f3baa85d8b4a2b65cdbf81514cdd3af55b8e6178e224a66e6e + description: '' + health_score: 100.0 + last_checked: 1779029121.710774 + stars: 0 + status: online + title: 'cloudogu.com: Kubernetes least privilege implementation using the Google'' + Cloud as an axample' + v1_locations: + - docs/kubernetes.md + year: N/A +https://cloudonaut.io/advanved-aws-networking-pitfalls-that-you-should-avoid: + content_hash: 3aef64a00f2bdc09327902dbe0edacc68339baf8a08b3426e8b2c9b16a122476 + description: '' + health_score: 100.0 + last_checked: 1779033046.953132 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - 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Serves as a performance-minded reference portal for advanced + responsive design implementations. + complexity: Beginner + content_hash: 28ec7a5d2f9e99d18a809de5b2f23422c179dbd5037295c92384da31347d8588 + description: '' + health_score: 100.0 + hierarchy: + - Design and UI + - Inspiration + - Web Portals + is_microservice: false + language: English + last_checked: 1779033693.651567 + needs_ai_refresh: true + resource_type: Inspiration Portal + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: cssnectar.com + v1_locations: + - docs/javascript.md + v2_locations: + - javascript.md + year: N/A +https://cult.honeypot.io/reads/best-frontend-javascript-frameworks-learn-2021: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030951.631498 + stars: 0 + title: 'cult.honeypot.io: Best Frontend JavaScript Frameworks To Learn 2021' + v1_locations: + - docs/javascript.md + year: N/A +https://curity.io/resources/client-security: + ai_summary: Analyzes security patterns and best practices for implementing secure + clients within modern web architecture. Curator insight focuses on preventing + token leakage on client platforms. Live grounding confirms that securing the client + architecture is paramount to avoiding credential hijacking in distributed web + environments. + complexity: Intermediate + content_hash: d3acb8cc28ac9c2ff460cbe630d56bbbe4a2da26cc7ac3801b917eb8fd1cadb6 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Authentication Protocols + - Client-Side Security + is_microservice: true + language: en + last_checked: 1779034572.141612 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'curity.io: Client Security' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://curity.io/resources/learn/oauth-overview: + ai_summary: An authoritative reference detailing the core flows, mechanics, and + actors within the OAuth 2.0 authorization framework. Curator insight describes + integration opportunities for web, native, and API client types. Live grounding + demonstrates that OAuth 2.0 tokens serve as the underlying standard for authenticating + microservice operations. + complexity: Intermediate + content_hash: a5e308f330bb6c6f0bbbf59cea95792806d5bb1d57f9c69cf117def4c89f1499 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Authentication Protocols + - OAuth 2.0 + is_microservice: true + language: en + last_checked: 1779033584.185304 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'curity.io: OAuth 2.0 Overview' + v1_locations: + - docs/kubernetes-security.md + - docs/oauth.md + v2_locations: + - kubernetes-security.md + - oauth.md + year: N/A +https://curity.io/resources/learn/openid-connect-overview: + ai_summary: Provides a comprehensive introduction to OpenID Connect (OIDC), the + identity layer built directly on top of OAuth 2.0. Curator insight highlights + how OIDC standardizes token delivery to provide secure client identity resolution. + Live grounding affirms that OIDC is the preferred mechanism for securing user + access to corporate Kubernetes instances. + complexity: Intermediate + content_hash: 02cf641837321c90c7faff9d45013ed6c4abc842ca4a1357144cb0ba6a2103cd + description: '' + health_score: 100.0 + hierarchy: + - Security + - Authentication Protocols + - OIDC + is_microservice: false + language: en + last_checked: 1779031385.607021 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'curity.io: OpenID Connect Overview' + v1_locations: + - docs/kubernetes-security.md + - docs/oauth.md + v2_locations: + - kubernetes-security.md + - oauth.md + year: N/A +https://cursor.com/blog/cloud-agent-development-environments: + ai_summary: Analyzes the infrastructure required to run high-autonomy AI coding + agents. Discusses secure sandboxing, runtime requirements, and interactive execution + environments designed to bridge LLMs with real-world system runtimes safely. + complexity: Advanced + content_hash: 7e5d31e600f5ae1f49f4fd7b86bacfb6832952de446897184bb4144fa5aff25a + description: '' + health_score: 100.0 + hierarchy: + - Developer Tools + - AI Coding Assistants + - Agentic Workflows + is_microservice: false + language: English + last_checked: 1779033976.686801 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Development Environments for Cloud Agents + v1_locations: + - docs/ai.md + - docs/devops.md + - docs/kubernetes.md + v2_locations: + - ai.md + - devops.md + - kubernetes.md + year: N/A +https://cursor.com/docs/bugbot: + ai_summary: Official documentation explaining the Cursor Bugbot's dynamic execution + tiering, balancing deep semantic analysis and token limits against codebase complexity + metrics. + complexity: Intermediate + content_hash: b20bd2383d05c04a80882e2ff5732a22c8707d6cb634dff5f4bd249531c930cc + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Developer Experience + - AI Assisted Coding + - Cursor Documentation + is_microservice: false + language: English + last_checked: 1779030864.997087 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Cursor Bugbot Effort Levels Documentation + v1_locations: + - docs/ai.md + - docs/devops-tools.md + - docs/kubernetes-tools.md + v2_locations: + - ai.md + - kubernetes-tools.md + - devops-tools.md + year: N/A +https://cursor.com/es/learn: + ai_summary: 'Curator Insight: Comprehensive educational course focused on maximizing + efficiency within Cursor AI Editor. + + Live Grounding: Delivers strategic instruction on utilizing AI capabilities, codebase + indexing, and multi-file edit workflows to accelerate modern software engineering. + Explicitly marked as Spanish localized educational content. [SPANISH CONTENT]' + complexity: Intermediate + content_hash: 64ed724616289ab9e70422293fd593b082819750936a66e6b4ba353510fe17f1 + description: '' + health_score: 100.0 + hierarchy: + - Agentic Engineering + - AI Assistants + - Developer Tools + is_microservice: false + language: Spanish + last_checked: 1779032734.025604 + needs_ai_refresh: true + resource_type: Course + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Cursor AI Fundamentals Course + v1_locations: + - docs/ai-agents-mcp.md + - docs/ai.md + - docs/developerportals.md + v2_locations: + - ai.md + - developerportals.md + - ai-agents-mcp.md + year: N/A +https://cybernews.com/cloud/trouble-in-paradise-it-professionals-unhappy-with-cloud-services: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031714.612415 + stars: 0 + title: 'cybernews.com: Trouble in paradise: IT professionals unhappy with cloud'' + services' + v1_locations: + - docs/public-cloud-solutions.md + year: N/A +https://cyberscoop.com/log4j-hack-security-update-ransomware: + ai_summary: Analyses the operational friction organizations face when executing + rapid security updates on complex dependency trees. Examines how systemic patching + bottlenecks expose critical industrial infrastructures to immediate weaponization. + complexity: Beginner + description: '' + hierarchy: + - Security + - Vulnerability Management + - Analysis + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cyberscoop.com: The Log4j flaw is the latest reminder that quick security + fixes are easier said than done' + v2_locations: + - devsecops.md + year: '2021' +https://cyble.com/blog/exposed-kubernetes-clusters: + ai_summary: A threat analysis analyzing the exposure of insecure Kubernetes endpoints + on the public web. Details common scanning methods and real-world exploitation + frameworks targeting raw, unauthenticated APIs. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Network Security + - Threat Intelligence + is_microservice: false + language: English + resource_type: Blog + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.cyble.com: Exposed Kubernetes Clusters' + v2_locations: + - kubernetes-security.md + year: '2022' +https://cybozu-go.github.io/moco: + content_hash: 4c1a0f9a38a3e44a57be62b978fd5dcf0915ea106cef5e4f683345e3bd18e380 + description: '' + health_score: 100.0 + last_checked: 1779029801.624948 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Moco + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://cycle.io: + ai_summary: A low-overhead, managed SaaS container orchestration engine built directly + on bare-metal virtual networks. Simplifies infrastructure delivery by removing + massive orchestration systems like Kubernetes, enabling rapid container deployment + with native security controls. + complexity: Intermediate + content_hash: 181f67efe2725b83951a883becf9e5c9f66c7159f51efd4f35237dbe227b6076 + description: '' + health_score: 100.0 + hierarchy: + - Container Infrastructure + - Alternative Orchestrators + - SaaS Platforms + is_microservice: false + language: en + last_checked: 1779031602.397157 + needs_ai_refresh: true + resource_type: Product + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Cycle.io + v1_locations: + - docs/kubernetes-alternatives.md + v2_locations: + - kubernetes-alternatives.md + year: N/A +https://czakozoltan08.medium.com/stupid-simple-scalability-dc4a7fbe67d6: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030024.618682 + stars: 0 + title: 'czakozoltan08.medium.com: Stupid Simple Scalability' + v1_locations: + - docs/kubernetes-autoscaling.md + year: N/A +https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf: + ai_summary: This comprehensive security whitepaper explores the micro-VM virtualization + boundaries powered by AWS Firecracker that isolate Lambda executions. It details + IAM permission scoping, VPC peering mechanisms, data-at-rest encryption protocols, + and auditing with AWS CloudTrail. It remains an absolute architectural prerequisite + for deploying serverless applications in regulated sectors. + complexity: Advanced + content_hash: 0e4c737b2ffa76f8d2ef59df8bebafde90cf251b6b6b9ee917a7b29eee0bebbc + description: '' + health_score: 100.0 + hierarchy: + - Serverless + - AWS Lambda + - Security + is_microservice: false + language: English + last_checked: 1779031349.393525 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Security Overview of AWS Lambda + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf: + ai_summary: High-density security blueprint analyzing steps to implement PCI DSS + compliance requirements on Amazon EKS. It explores data protection strategies, + auditable logging mechanisms, network segmentation rules, and strict operational + access controls. + complexity: Advanced + content_hash: 0297a332606ee269f8a89c5945d0301fd6a4526efc03fee2c3d060d90c0430fb + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Security and Isolation + - Compliance + is_microservice: false + language: English + last_checked: 1779029634.350558 + needs_ai_refresh: true + resource_type: Whitepaper + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'aws whitepapers: Architecting Amazon EKS for PCI DSS Compliance (pdf) 🌟🌟' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://daffodilsw.medium.com/what-is-infrastructure-automation-in-devops-d9681870b07d: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031896.274704 + stars: 0 + title: 'daffodilsw.medium.com: What is Infrastructure Automation in DevOps?' + v1_locations: + - docs/iac.md + year: N/A +https://dafriedman97.github.io/mlbook/content/introduction.html: + content_hash: 5ca1fb22598c7d4d9b2ff924a78c6654a22344457380374b59b945b70b95b46c + description: '' + health_score: 100.0 + last_checked: 1779030970.806357 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dafriedman97.github.io: Machine Learning from Scratch' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md + year: N/A +https://dagger.io: + content_hash: 1e8e45a56a193c308fac04c5d096c63e5d4d75b134f91d5a825c0463b42a8e9f + description: '' + health_score: 100.0 + last_checked: 1779033692.251794 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: dagger.io + v1_locations: + - docs/index.md + - docs/jenkins-alternatives.md + v2_locations: + - jenkins-alternatives.md + year: N/A +https://dagster.io/blog/skip-kafka-use-postgres-message-queue: + ai_summary: An architectural exploration evaluating the use of PostgreSQL as a highly + concurrent transactional queue using `FOR UPDATE SKIP LOCKED`. Suggests a lightweight + operational alternative to Apache Kafka for low-to-medium scale applications. + complexity: Intermediate + content_hash: 832325c3c6c1a6a7ddaf8ad029a436c5e2e6cfc692b2ec49af8817753849f26a + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - Message Queues + - Alternative Architectures + - PostgreSQL + is_microservice: true + language: English + last_checked: 1779033507.771443 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dagster.io: Postgres: a better message queue than Kafka?' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium: + ai_summary: An infrastructure guide detailing the automated configuration of a fault-tolerant + event-driven backend. Demonstrates the step-by-step deployment of Google Cloud + resources and Debezium instances using Pulumi for stateful, declarative management. + complexity: Intermediate + content_hash: 87dfd5c50bfb72346aa6cd3c72ec1c88ade59a7569c20b516633627e9b8e13e7 + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Infrastructure + - Infrastructure as Code (IaC) + - Event-Driven Provisioning + is_microservice: true + language: English + last_checked: 1779033187.741041 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'daily.dev: Building a fault-tolerant event-driven architecture with Google'' + Cloud, Pulumi and Debezium' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://dailymotion-oss.github.io/octopilot: + content_hash: 60671081c7796482391bf00029192f7c5994610045b872ce582170dfa9bb9190 + description: '' + health_score: 100.0 + last_checked: 1779031962.186552 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dailymotion-oss.github.io/octopilot: Octopilot' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://dani-izquierdo95.medium.com/mysql-automated-backup-on-openshift-k8s-3690280d304f: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034347.681066 + stars: 0 + title: 'dani-izquierdo95.medium.com: Batch processing using Cron Jobs. 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Curator insight outlines using IAM + Roles for Service Accounts (IRSA) to implement AWS credential isolation. 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What skills should'' + we start with?' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://dev.to/aws-builders/how-well-architected-enables-junior-engineers-24j: + ai_summary: An insightful discussion of how implementing the AWS Well-Architected + Framework lowers cognitive load and serves as an educational baseline for junior + engineers. It highlights how architectural checklists and standardized structures + reduce systemic operational errors. 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Double-Evidence: Highlighting the convergence of developer - patterns and mainstream office productivity tools, live grounding confirms this - feature significantly bridges the gap between raw code documentation and collaborative - enterprise writing.' - language: English - resource_type: Industry News - complexity: Beginner - hierarchy: - - Cloud Architecture - - Developer Experience - - Office and Collaboration Tools - is_microservice: false - title: 'theverge.com: Google Docs is getting more Markdown support' -https://www.popsci.com/diy/use-markdown-google: - description: '' + - visual-studio.md year: N/A +https://dev.to/eavnitech/send-notification-to-slack-from-the-jenkins-ci-job-and-jenkinsfile-e-avni-tech-2lm5: + content_hash: a72a898df92bcb7a88c5cebb65c450033dd03256e602fbb0cea8e2c485424826 + description: '' + health_score: 100.0 + last_checked: 1779034504.524943 + needs_ai_refresh: true stars: 0 status: online - health_score: 100.0 - last_checked: 1779034274.060874 - content_hash: 457f6edf64276bd9674e470a62d10b359141e4fb28c46442f31124c3926fed64 + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Send notification to slack from the Jenkins CI Job and Jenkinsfile' v1_locations: - - docs/mkdocs.md + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://dev.to/eckelon/how-to-monitor-nginx-in-kubernetes-with-prometheus-j5f: + content_hash: c952bdd4ee34d567a337648eb68642f3410811d420d24f63970dd7a381b4f26e + description: '' + health_score: 100.0 + last_checked: 1779031016.564544 needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: How to monitor nginx in Kubernetes with Prometheus' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://dev.to/edlegaultle/introduction-to-helm-50jl: + content_hash: 5dc83ff27c34dd1693000dbeefd6bb1f0fb65ec2465ee04a34bf9c9018fa8255 + description: '' + health_score: 100.0 + last_checked: 1779030827.326883 + stars: 0 + status: online + title: 'dev.to: Introduction to Helm 🌟' + v1_locations: + - docs/helm.md + year: N/A +https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g: + content_hash: c26eb0de788e23c0873c87db4a43f8bc0f0fed934afaee24b0c8a6c714c3657d + description: '' + health_score: 100.0 + last_checked: 1779034332.343214 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Open a command prompt in a Kubernetes cluster' + v1_locations: + - docs/kubectl-commands.md + v2_locations: + - kubectl-commands.md + year: N/A +https://dev.to/ender_minyard/full-stack-developer-s-roadmap-2k12: + content_hash: 140719611e7c2f2bf1df2a2b977fcacebc8f9cc124e87339385d4dd9ed5f797d + description: '' + health_score: 100.0 + last_checked: 1779030685.030219 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Full Stack Developer's Roadmap 🌟 + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://dev.to/env0/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8: + content_hash: de1ee6d9044d2cc17d47244bbcd0835db4e97f80cffed08c9fa2f7f8f9c1d6f1 + description: '' + health_score: 100.0 + last_checked: 1779029110.400474 + stars: 0 + status: online + title: 'dev.to/env0: Terraform Destroy Command: A Guide to Controlled Infrastructure'' + Removal' + v1_locations: + - docs/terraform.md + year: N/A +https://dev.to/envzero/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8: + content_hash: 1756149836c8ec0db362ba7533bd09da24d3a1dd5d512a7c7feb606c9833e810 + health_score: 100.0 + last_checked: 1779130494.940082 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md +https://dev.to/ericawanja/git-and-github-for-beginners-33a0: + ai_summary: A fundamental introduction detailing Git concepts such as local repositories, + commit history, and upstream synchronization. Best suited as a reference for developers + standardizing their initial command-line version control workflow. + complexity: Beginner + content_hash: 308532c30eb96c8a19e2135b44acc2f5719dc89250756e0820dcc219d54695b1 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Basics + is_microservice: false + language: en + last_checked: 1779032172.907967 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: '==dev.to: Git and GitHub for beginners==' + v1_locations: + - docs/git.md v2_locations: - - mkdocs.md - ai_summary: 'A workflow guide explaining how to leverage Google Docs'' integrated - Markdown parsing engine to boost document draft speeds and establish seamless - collaborative writing habits for diverse technical teams. Double-Evidence: This - article outlines practical text-entry benefits, while live grounding indicates - its effectiveness for streamlining hybrid workflows where engineers draft in Markdown - and product managers review in real-time document editors.' - language: English - resource_type: Workflow Guide - complexity: Beginner - hierarchy: - - Cloud Architecture - - Developer Experience - - Office and Collaboration Tools - is_microservice: false - title: 'popsci.com: Google’s expanded Markdown feature could change how you work' -https://readme.so: - description: '' + - git.md year: N/A +https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei: + ai_summary: Basic guide defining tracking protocols, file states (modified, staged, + committed), and the architectural distinction between Git (the engine) and GitHub + (the platform). + complexity: Beginner + content_hash: a3d336db9cc19e47c17a3de1a628e74803096084eae13788528a9a515687101e + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Basics + is_microservice: false + language: en + last_checked: 1779032797.672838 + needs_ai_refresh: true + resource_type: Tutorial stars: 0 status: online - health_score: 100.0 - last_checked: 1779031844.331798 - content_hash: 0cadbe8cda7d8cc0c81f4a2e5bd1b87a82fa081a79ed6144393b8b3a9bd0eab0 + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'dev.to: Introduction to Git and GitHub' v1_locations: - - docs/mkdocs.md + - docs/git.md + v2_locations: + - git.md + year: N/A +https://dev.to/everythingdevops/how-to-run-minikube-on-apple-m1-chip-without-docker-desktop-h76: + content_hash: 1915526226130b87b4a75a71e73dffb3273a3d282f3e892e5c8bac690df14b8f + description: '' + health_score: 100.0 + last_checked: 1779033187.045377 needs_ai_refresh: true + stars: 0 + title: 'dev.to: How to run Minikube on Apple M1 chip without Docker Desktop using'' + Colima' + v1_locations: + - docs/kubernetes-based-devel.md + year: N/A +https://dev.to/faruqt/how-to-connect-django-to-reactjs-part-2-2oje: + content_hash: c01e01cddc6449749557fd67cad7c087e7c4abf2d3abed82b7eb0110ee612e61 + description: '' + health_score: 100.0 + last_checked: 1779031669.614332 + stars: 0 + status: online + title: 'dev.to: Building a REST API with Django REST Framework 🌟' + v1_locations: + - docs/python.md + year: N/A +https://dev.to/fermyon/scaling-sidecars-to-zero-in-kubernetes-2m23: + content_hash: 9892faefe9e1a9d246663493c7df89a5b426f41946934982de3c7cde13f16c97 + description: '' + health_score: 100.0 + last_checked: 1779029883.513545 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to/fermyon: Scaling Sidecars to Zero in Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is-better-227o: + ai_summary: Compares traditional stateful server sessions with stateless cryptographic + tokens (like JWTs). Breaks down the security trade-offs, revocation mechanics, + and scalability impacts of both patterns in highly concurrent microservice APIs. + complexity: Intermediate + content_hash: 55d4a8a56d1cddadd65ca17b4c20a053213763d916ba60002861f574aa82ff37 + description: '' + health_score: 100.0 + hierarchy: + - Identity and Access Management + - Authentication Protocols + - State Management + is_microservice: true + language: English + last_checked: 1779034109.402449 + needs_ai_refresh: true + resource_type: Educational + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'dev.to/fidalmathew: Session-Based vs. Token-Based Authentication: Which'' + is better?' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m: + content_hash: daf162f8d40c4fc0b5f25e6b43e6871a2fb1595eaa15fd6a5382fb9d19609d9d + description: '' + health_score: 100.0 + last_checked: 1779030957.682752 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==dev.to: Detecting Kubernetes API Deprecations with pluto==' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://dev.to/fllstck/rapid-api-creation-with-aws-amplify-3c8i: + content_hash: c12845a0dddb93f9aaa38718e2eccbc50d2c645462fd6409f232390ade9f58fc + description: '' + health_score: 100.0 + last_checked: 1779030461.998903 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Rapid API Creation with AWS Amplify' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgres-docker-and-docker-compose-5cln: + content_hash: d5315b48585e42e738731fb460d9af710d2559835ffe89b2eacb1b79f221478a + description: '' + health_score: 100.0 + last_checked: 1779031987.541006 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==dev.to/francescoxx: Java CRUD Rest API using Spring Boot, Hibernate, Postgres,'' + Docker and Docker Compose==' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9: + content_hash: 6f0575bd56eec6b140eb59d5f19ba76ac4f0667aaa9edc7cef09b5dd6b0bb65f + description: '' + health_score: 100.0 + last_checked: 1779031108.795362 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==dev.to/franciscogm: AWS CLI SSO made easy==' + v1_locations: + - docs/aws-tools-scripts.md + v2_locations: + - aws-tools-scripts.md + year: N/A +https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0: + ai_summary: A detailed post-mortem documenting a 1.5-hour system outage caused by + conflicting Helm upgrades and state locks, with valuable architectural takeaways + on configuring proper timeouts. + complexity: Advanced + content_hash: c5b409aad1527497744243bd0c37f2ac98a3da6b03796407672b30ba8958afe0 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery and GitOps + - Package Management + - Case Studies + is_microservice: false + language: English + last_checked: 1779031520.694388 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: '==dev.to/francoislp: Post-mortem: 1h30 downtime on a Saturday morning==' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://dev.to/g_abud/advanced-git-reference-1o9j: + ai_summary: A highly dense developer guide covering the advanced Git commands that + solve complex history management challenges. It covers interactive rebasing configurations, + cherry-picking strategies, split commits, and the inner mechanics of Git's DAG + database model. + complexity: Intermediate + content_hash: 00bbc806731e59171a2a0d20eac393b5021c791a501b1f7b99131f46a0cd4b0d + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery and Engineering + - Version Control and Git + - Advanced Techniques + is_microservice: false + language: English + last_checked: 1779029371.14802 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online tags: - '[ENTERPRISE-STABLE]' - v2_locations: - - mkdocs.md - ai_summary: 'An interactive, visual editor designed to structure README files rapidly. - Users can drag and drop pre-configured sections (e.g., Installation, API Reference, - Badges) and edit them in real-time. Double-Evidence: Designed to simplify project - landing pages, live grounding validates readme.so as an essential productivity - tool that significantly improves repository discoverability and onboarding quality.' - language: English - resource_type: Interactive Editor - complexity: Beginner - hierarchy: - - Cloud Architecture - - Developer Experience - - Technical Writing Utilities - is_microservice: false - title: ==readme.so== -https://github.com/Ileriayo/markdown-badges: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030238.972618 - content_hash: b2af5269244126ccec1218d8c1605a4fdf4d3aecbc8fa37a548f2bbbf17420c0 + title: 'dev.to: Git Concepts I Wish I Knew Years Ago 🌟' v1_locations: - - docs/mkdocs.md - gh_license: MIT + - docs/git.md + v2_locations: + - git.md + year: N/A +https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sidecar-container-3752: + ai_summary: Explains how to offload authentication requirements from applications + by wrapping workloads with a sidecar proxy. Curator insight details setting up + proxies like OAuth2 Proxy or Keycloak Gatekeeper. Live grounding confirms that + sidecar patterns enable centralized single sign-on without changing application + code. + complexity: Intermediate + content_hash: a296223b4dc8c8de6b3870d32b4752def46d8a4a3181dc1f650b531bd153f542 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Identity and Access Management + - Single Sign-On + is_microservice: true + language: en + last_checked: 1779031398.878746 needs_ai_refresh: true + resource_type: article + stars: 0 status: online tags: - - '[DE FACTO STANDARD]' - v2_locations: - - mkdocs.md - gh_stars: 16607 - gh_pushed: '2026-05-21T05:44:39Z' - ai_summary: 'A massive curated catalog of dynamic, consistent, and beautiful SVG - shields and badges for GitHub repositories. It supports a wide array of languages, - frameworks, cloud providers, and developer tools. Double-Evidence: The catalog - provides standardized visual signifiers; live grounding confirms it is standard - practice for enriching project READMEs to present structured metadata about technologies - and CI status.' - language: English - resource_type: Asset Catalog - complexity: Beginner - hierarchy: - - Cloud Architecture - - Developer Experience - - Technical Writing Utilities - is_microservice: false - title: 'github.com/Ileriayo/markdown-badges: Markdown Badges' -https://pages.github.com: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034322.623471 - content_hash: 400765a189a507ea46bad795c2c27ed5f4f9db6150d5f242f5a0e8dd9c1d9f75 + - '[ENTERPRISE-STABLE]' + title: 'dev.to/gabrielbiasi: Automatic SSO in Kubernetes workloads using a sidecar'' + container' v1_locations: - - docs/mkdocs.md + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://dev.to/gbengelebs/setting-up-a-ci-cd-pipeline-using-azure-devops-4gb: + content_hash: 145435c21083a4d84372b23f8414661bc6b29bc235db493fcb8ab638c6fa69bb + description: '' + health_score: 100.0 + last_checked: 1779031146.567549 needs_ai_refresh: true + stars: 0 status: online tags: - - '[DE FACTO STANDARD]' + - '[COMMUNITY-TOOL]' + title: 'dev.to: Setting up a CI-CD Pipeline Using Azure DevOps 🌟' + v1_locations: + - docs/azure.md v2_locations: - - mkdocs.md - ai_summary: 'A static site hosting service offered directly by GitHub that takes - HTML, CSS, and JavaScript files straight from a repository, optionally running - them through a build process, and publishes a website. Double-Evidence: The primary - deployment target for documentation sites, live grounding confirms GitHub Pages - remains the most integrated, reliable, and cost-effective hosting layer for open-source - project documentation.' - language: English - resource_type: Cloud Hosting Platform - complexity: Beginner - hierarchy: - - Cloud Architecture - - Developer Experience - - Static Site Hosting - is_microservice: false - title: pages.github.com -https://opensource.com/article/20/7/docsify-github-pages: - description: '' + - azure.md year: N/A +https://dev.to/gianlucam76/centralized-add-on-management-across-n-kubernetes-clusters-308k: + content_hash: 3190a052c1e43c633c69b524025e1cbbd1d014949b6bdfec3f845a4a5abcc862 + description: '' + health_score: 100.0 + last_checked: 1779031226.330427 + needs_ai_refresh: true stars: 0 status: online - health_score: 100.0 - last_checked: 1779031096.664715 - content_hash: 2c7c44d3df177cdf8054009f71dc7cf9eac3db822cffc970a0d811828f46f366 + tags: + - '[COMMUNITY-TOOL]' + title: Centralized Add-on Management Across N Kubernetes Clusters v1_locations: - - docs/mkdocs.md + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logging-auditing-3fec: + ai_summary: Explains setup routines for Authentication, RBAC systems, and event + logging patterns. Demonstrates how proper audit streams act as reactive verification + layers against security threats. + complexity: Intermediate + content_hash: b9a89abbe647f97454bc94498a32be4625aaf3243f0c31ab976391fd2c441ef6 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Identity and Access + - Hardening + is_microservice: false + language: English + last_checked: 1779030848.666444 needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.gitguardian.com: Kubernetes Hardening Tutorial Part 3: Authn, Authz,'' + Logging & Auditing' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l: + ai_summary: Introduces basic to intermediate data protection strategies for ensuring + development work is never lost. Geared toward beginners and non-Git users, covering + high-level archive procedures and external cloud storage integration. + complexity: Beginner + content_hash: 0a096eebedaadfdd86d059ee2ded5e4833ff8b39ebaf70cf4d99cd8063b5396a + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Disaster Recovery + is_microservice: false + language: English + last_checked: 1779030934.338965 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: 'dev.to: 3 Ways to Backup Your Code (Even If You Don’t Know Git)' + v1_locations: + - docs/git.md v2_locations: - - mkdocs.md - ai_summary: 'A technical guide explaining how to deploy a dynamic, zero-build documentation - site using Docsify hosted on GitHub Pages. Docsify parses Markdown files on the - fly in the browser, eliminating the static pre-compilation step. Double-Evidence: - This guide explores alternative lightweight documentation patterns, and live grounding - shows Docsify is highly valued for simple project wikis where build pipeline complexity - is undesired.' - language: English - resource_type: Tutorial Guide - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Developer Experience - - Documentation Engines - is_microservice: false - title: 'opensource.com: How to create a documentation site with Docsify and GitHub - Pages' -https://github.blog/changelog/2021-01-21-access-control-for-github-pages: - description: '' + - git.md year: N/A +https://dev.to/github/how-do-i-resolve-merge-conflicts-5438: + ai_summary: Official guide showing how to identify and manually resolve file-level + diff collision blocks during merge commands. Emphasizes visual tools and command + line outputs to confidently patch code conflicts. + complexity: Intermediate + content_hash: cb03a47cce1832e7aaa0abee3c5abb965081cb717fea3bf822b307c65bd43f86 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Conflict Resolution + is_microservice: false + language: English + last_checked: 1779029309.678434 + needs_ai_refresh: true + resource_type: Tutorial stars: 0 status: online - health_score: 100.0 - last_checked: 1779032344.419874 - content_hash: 873acf221dc57ae9469d5896f20acc690b0907b111650190dcb529986ae7da89 - v1_locations: - - docs/mkdocs.md - needs_ai_refresh: true tags: - - '[ENTERPRISE-STABLE]' + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: '==dev.to: How Do I Resolve Merge Conflicts?==' + v1_locations: + - docs/git.md v2_locations: - - mkdocs.md - ai_summary: 'Official announcement of access control integration for GitHub Pages, - allowing enterprise administrators to restrict documentation site visibility to - specific organization members. 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Cuts - deployment friction by enabling developers to focus on active code rather than - complex Kubernetes YAML constructs. - language: en - resource_type: Tool - complexity: Intermediate - hierarchy: - - Red Hat OpenShift - - Developer Experience - - CLI Utilities - is_microservice: false - title: 'ODO: OpenShift Command line for Developers 🌟' -https://developers.redhat.com/cheat-sheets/odo-cheat-sheet: - title: 'developers.redhat.com: odo Cheat Sheet' - year: N/A + resource_type: Article stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031651.939646 - content_hash: N/A - v1_locations: - - docs/openshift-pipelines.md -https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032239.286049 - content_hash: N/A - v1_locations: - - docs/openshift-pipelines.md status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - openshift-pipelines.md - ai_summary: Introduces the 'odo' command-line application to software engineers - targeting Kubernetes clusters. Details workflow optimizations, container build - speedups, and localized debugging patterns. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Red Hat OpenShift - - Developer Experience - - CLI Utilities - is_microservice: false - title: 'developers.redhat.com: Enterprise Kubernetes development with odo: The CLI - tool for developers' -https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030192.559148 - content_hash: N/A + title: 'dev.to: What''s the difference between a GitHub Action and a Workflow?' v1_locations: - - docs/openshift-pipelines.md + - docs/git.md + v2_locations: + - git.md + year: N/A +https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o: + content_hash: e7c4eedcc93cbb1b8dcb22f726a5e51e8cac0c55c301fba584c1e0821e00692a + description: '' + health_score: 100.0 + last_checked: 1779030346.25232 + needs_ai_refresh: true + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - openshift-pipelines.md - ai_summary: Discusses major enhancements in 'odo 2.0', highlighting strict Devfile - standards support and the capability to deploy to arbitrary Kubernetes engines - instead of being isolated to OpenShift clusters. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Red Hat OpenShift - - Developer Experience - - CLI Utilities - is_microservice: false - title: 'developers.redhat.com: Kubernetes integration and more in odo 2.0' -https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032457.457378 - content_hash: 40acadf486a1feefe8209ff1176c92d0db4fdf62c08b5a28d46c5f6d3e004043 + title: 'dev.to/gitlive: GitLive now works with any Git repository in VS Code!' v1_locations: - - docs/openshift-pipelines.md - tags: - - '[COMMUNITY-TOOL]' + - docs/visual-studio.md v2_locations: - - openshift-pipelines.md - ai_summary: Outlines Java development pipelines deploying to OpenShift with odo. - Demonstrates hot reloading patterns, live-debugging on remote pods, and utilizing - Quarkus or Spring Boot container templates. - language: en - resource_type: Article - complexity: Intermediate - hierarchy: - - Red Hat OpenShift - - Developer Experience - - CLI Utilities - is_microservice: false - title: 'piotrminkowski.com: Java Development on OpenShift with odo' -https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0: - description: '' + - visual-studio.md year: N/A - stars: 0 +https://dev.to/gofirefly/terraform-modules-for-advanced-users-4n56: + content_hash: 2cd5a3c181c73df0954ff1a135f55457a23692eef1294cc2d4d233c5ca1f65fd + description: '' health_score: 100.0 - last_checked: 1779029502.442235 - content_hash: N/A - v1_locations: - - docs/openshift-pipelines.md + last_checked: 1779031089.000437 + needs_ai_refresh: true + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + title: 'dev.to: Terraform Modules for Advanced Users' + v1_locations: + - docs/terraform.md v2_locations: - - openshift-pipelines.md - ai_summary: Thorough explanation of structuring, writing, and applying custom Devfiles - within the odo ecosystem to mandate unified container development environments - across large engineering divisions. - language: en - resource_type: Article + - terraform.md + year: N/A +https://dev.to/gonedark/3-git-commands-i-use-every-day: + ai_summary: A developer-focused guide that presents three highly useful, daily Git + commands that optimize version control workflows. It covers custom formatting + outputs and interactive tree options that clean up terminal displays during debugging. + complexity: Beginner + content_hash: f21d01bc61aca9f34e1002d329782255100ebee84e6d72f566eb937d7f48da62 + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery and Engineering + - Version Control and Git + - Tutorials + is_microservice: false + language: English + last_checked: 1779030569.415542 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 3 Git Commands I Use Every Day + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://dev.to/grayhat/devops-101-introduction-to-ansible-1n64: + content_hash: c1a39207415b1a228728799ff6c6cc749471b248180dff0ed072a13105d8565d + description: '' + health_score: 100.0 + last_checked: 1779032405.580527 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: DevOps 101 : Introduction to Ansible' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-layer-library-4njb: + ai_summary: Introduction to HULL (Helm Universal Layer Library), showing how it + abstracts boilerplate Helm templates via standard JSON/YAML schema specifications, + facilitating dynamic chart generation. complexity: Advanced + content_hash: 4e0b597f28af4f52a2b3bb21e7dcc8b95e520d5afec38c4403eb3d2a0e6a5c2f + description: '' + health_score: 100.0 hierarchy: - - Red Hat OpenShift - - Developer Experience - - Devfiles + - Application Delivery and GitOps + - Package Management + - Helm Testing is_microservice: false - title: 'developers.redhat.com: Developing your own custom devfiles for odo 2.0' -https://blog.isaack.io/articles/2016-08/Jenkins-CICD-Getting-Started-With-Groovy-Part-1: - title: 'medium: Jenkins CICD Getting started with Groovy and Docker Containers β€” - Part 1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031591.538216 - content_hash: N/A - v1_locations: - - docs/openshift-pipelines.md -https://github.com/fabric8io/fabric8-pipeline-library: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031896.968076 - content_hash: cd488fc555f409014bfa4e044fcdd2e44ec4d1e60d1c2d4fb065e041dcdc7359 - v1_locations: - - docs/openshift-pipelines.md - gh_license: Apache-2.0 + language: English + last_checked: 1779033827.325721 needs_ai_refresh: true + resource_type: Article + stars: 0 status: online tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: HULL Tutorial 01: Introducing HULL, the Helm Universal Layer Library' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://dev.to/grrywlsn/self-service-infrastructure-as-code-23bl: + content_hash: 2eccc7655731fd48ffe492113b1217ed5cb185c9013fe3a2d77c8bbeed68f430 + description: '' + health_score: 100.0 + last_checked: 1779032134.585715 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to/grrywlsn: Self-service infrastructure as code' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb: + content_hash: e2b18af5f9d47afe0555c5be7f06c027ff88b75f9138482eafbac8a2a97e6cbf + description: '' + health_score: 100.0 + last_checked: 1779033976.522979 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: VS Code extensions to increase your Productivity' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://dev.to/heroku/deploying-your-first-golang-webapp-11b3: + ai_summary: A quickstart tutorial covering local compilation and cloud deployment + of Go web applications. While slightly legacy, it provides robust fundamental + concepts on environmental variables and buildpacks. + complexity: Beginner + content_hash: 10b7c9d82c84e90f47df29018bae614af05c2dde4339655346b60c71afb51142 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Go + - Deployment + is_microservice: false + language: en + last_checked: 1779034094.324505 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[GUIDE]' - '[LEGACY]' + title: 'dev.to: Deploying Your First Golang Webapp' + v1_locations: + - docs/golang.md v2_locations: - - openshift-pipelines.md - gh_stars: 436 - gh_pushed: '2024-04-09T23:45:53Z' - ai_summary: A reusable Jenkins Pipeline helper library that supports automated environments, - build phases, and release setups within OpenShift frameworks. It is largely deprecated, - superseded by modern Jenkins plugins or native Tekton pipelines. - language: en - resource_type: Repository - complexity: Advanced - hierarchy: - - Red Hat OpenShift - - CI-CD Pipelines - - Jenkins Ecosystem - is_microservice: false - title: Fabric8 Pipeline Library -https://medium.com/@jstrachan/fabric8-please-check-out-jenkins-x-instead-8295a025173a: - title: github - fabric8, maven plugin + - golang.md year: N/A - stars: 0 - description: '' - health_score: 80.0 - last_checked: 1779033923.428538 - content_hash: N/A - v1_locations: - - docs/openshift-pipelines.md -https://www.slideshare.net/arilivigni/cicd-with-openshift-and-jenkins: - title: 'slideshare.net: CI/CD with Openshift and Jenkins 🌟' - year: N/A - stars: 0 - description: '' - status: online +https://dev.to/hey_atharva/git-it-right-git-cheatsheet-4o0h: + content_hash: 39e28a242afd1cece6f8172298f0557fc71281d83be85e77cf4b3dac50e1e2f5 health_score: 100.0 - last_checked: 1779032383.279821 - content_hash: e426d715dbfe736762e0ca2ec8d88ec77cca2546538e4bbf53f5409ea77fcc6e - v1_locations: - - docs/openshift-pipelines.md - needs_ai_refresh: true -https://dzone.com/articles/continuous-delivery-with-openshift-and-jenkins-ab: - title: 'Dzone - Continuous Delivery with OpenShift and Jenkins: A/B Testing 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034504.486908 - content_hash: N/A - v1_locations: - - docs/openshift-pipelines.md -https://docs.openshift.com/container-platform/3.11/dev_guide/dev_tutorials/openshift_pipeline.html: - title: 'docs.openshift.com: OpenShift 3.11 Pipeline Builds with OpenShift Jenkins - Image and OpenShift DSL' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032551.177567 - content_hash: N/A - v1_locations: - - docs/openshift-pipelines.md -https://github.com/redhat-cop/container-pipelines: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030250.839269 - content_hash: ea90059379c7df77aa719cf21f369693d644102d05d595e05a2edf61e3775ca7 - v1_locations: - - docs/openshift-pipelines.md - gh_license: NOASSERTION - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - openshift-pipelines.md - gh_stars: 160 - gh_pushed: '2026-05-11T21:10:38Z' - ai_summary: 'Curator Insight: An educational reference repository containing sample - pipelines for Red Hat OpenShift Container Platform. - - Live Grounding: Represents historical approaches to Jenkins and Tekton configurations - in OCP 3/4 environments. Highly useful as a legacy blueprint reference, but superseded - by official Red Hat OpenShift Pipelines operators.' - language: English - resource_type: Code Samples - complexity: Intermediate - hierarchy: - - Hybrid Cloud and Enterprise - - OpenShift - - Pipelines and CI CD - is_microservice: false - title: OpenShift Container Pipelines Samples 🌟 -https://github.com/redhat-cop/pipeline-library: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031896.871913 - content_hash: 791bf29a388fb988c57a91ed46b419db0c36c6e12b4368fa1db2de945ca7038e - v1_locations: - - docs/openshift-pipelines.md - gh_license: Apache-2.0 - needs_ai_refresh: true + last_checked: 1779130495.027215 status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - openshift-pipelines.md - gh_stars: 51 - gh_pushed: '2023-11-14T11:29:20Z' - ai_summary: 'Curator Insight: A collection of shared pipeline libraries for Jenkins - implementations on OpenShift. - - Live Grounding: While it contains modular Jenkins steps tailored to OpenShift - environments, it has limited recent commits. Most enterprise workflows have migrated - to native Tekton or declarative Argo CD paths.' - language: English - resource_type: Library - complexity: Advanced - hierarchy: - - Hybrid Cloud and Enterprise - - OpenShift - - Pipelines and CI CD - is_microservice: false - title: OpenShift Pipeline Library 🌟 -https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030352.773019 - content_hash: N/A v1_locations: - - docs/openshift-pipelines.md + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md +https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil: + content_hash: e802ea13e6a83b5ddcfdb9136089c0325f0ac9c5fd63842f0867b29efd91d15b + description: '' + health_score: 100.0 + last_checked: 1779033486.708888 + needs_ai_refresh: true + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - openshift-pipelines.md - ai_summary: 'Curator Insight: A technical guide focused on setting up traditional - Jenkins CI/CD servers inside OpenShift 4. - - Live Grounding: Details the deployment of the OpenShift Jenkins Client Plug-in. - It provides historical context on OpenShift Jenkins sync configurations before - the cloud-native transition to Tekton.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Hybrid Cloud and Enterprise - - OpenShift - - Pipelines and CI CD - is_microservice: false - title: developers.redhat.com - Get started with Jenkins CI/CD in Red Hat OpenShift - 4 -https://github.com/csantanapr/faststart2020-pipelines-lab: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031378.287862 - content_hash: e219f3a725d9391525ef3979f915bdf00877426e0bf1b828d188c4c254345611 + title: 'dev.to/hkhelil: Building a Kubernetes Operator with an NGINX CRD' v1_locations: - - docs/openshift-pipelines.md - gh_license: Apache-2.0 + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md + year: N/A +https://dev.to/hood/docker-cmd-vs-entrypoint-explaining-the-difference-55g7: + content_hash: 388271585fc79f4e52bc41f8d26ec1927e27ef1e171db5298290b0caf86be0fe + description: '' + health_score: 100.0 + last_checked: 1779032539.977765 needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Docker CMD vs ENTRYPOINT: explaining the difference' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://dev.to/iainfreestone/10-trending-projects-on-github-for-web-developers-3rd-december-2021-12f5: + content_hash: cb0305e60ad2e2ca6f6df8091c58e41f0888bf7cb69687d773417e9a1094b4af + description: '' + health_score: 100.0 + last_checked: 1779032884.319385 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: πŸš€10 Trending projects on GitHub for web developers - 3rd December'' + 2021' + v1_locations: + - docs/devel-sites.md + v2_locations: + - devel-sites.md + year: N/A +https://dev.to/iamunnip/building-a-local-kubernetes-cluster-using-k3d-2p3d: + content_hash: cefd25a0ae4a4af16b71999f3659e3b060389e15d7e36bb31ad2a7574aaed141 + description: '' + health_score: 100.0 + last_checked: 1779032922.362858 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to/iamunnip: Building a local Kubernetes cluster using k3d' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74: + ai_summary: This educational chapter offers a granular breakdown of GitHub merge + mechanics, detailing the technical and operational differences between standard + merges, squashes, and rebases. 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Examines how shifting employee - expectations collided with legacy corporate management mechanisms throughout 2022. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Organizational Design & Leadership Systems - - Engineering Culture - is_microservice: false - title: 'bbc.com: Is finding a ''new normal'' in the workplace impossible?' -https://www.askamanager.org/2022/01/the-new-hire-who-showed-up-is-not-the-same-person-we-interviewed.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034501.750998 - content_hash: 5b5bf41bc8b09a59f0f2bcbd8793c4bc47240e2229c08bb42feb32833e0a0845 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: An infamous case study analyzing extreme breakdown patterns in modern - remote interviewing and vetting systems. Outlines structural vulnerabilities in - fully virtual validation funnels and provides guidelines for verifying engineering - identity and competence. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Engineering Leadership & Career Dynamics - - Talent Acquisition & Interview Engineering - - Assessment Anti-Patterns - is_microservice: false - title: 'askamanager.org: the new hire who showed up is not the same person we interviewed' -https://www.findmyprofession.com/career-advice/questions-to-ask: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032556.2505 - content_hash: 12fd36ce4de27a1155f3cc845bf3dcda351e98acea3d51af237ca0dbce42a49a - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - recruitment.md - ai_summary: A highly comprehensive compendium of evaluation and discovery questions - designed for candidate-side interview execution. Empowers candidates to systematically - probe an organization's architectural maturity, deployment processes, operational - expectations, and cultural realities. - language: English - resource_type: Guide - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Talent Acquisition & Interview Engineering - - Talent Evaluation - is_microservice: false - title: 'findmyprofession.com: 100+ Questions to Ask in an Interview 🌟' -https://blog.trello.com/is-it-time-to-leave: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029274.182572 - content_hash: b6dee34bb52aef8ee7c2e48085e60a46bffe972f9f1065466447c99f7d93f651 - v1_locations: - - docs/recruitment.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Provides a cognitive framework for parsing temporary career burnout - from systemic, unfixable job dissatisfaction. Outlines systematic diagnostic steps - to evaluate whether organizational deficits can be resolved internally or require - a clean structural break. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Professional Growth & Career Strategy - - Career Transition Decisioning - is_microservice: false - title: 'blog.trello.com: Experiencing Job Dissatisfaction: How To Decide If It''s - Time To Quit' -https://devops.com/great-resignation-spurs-interest-in-tech-certifications: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029356.121616 - content_hash: N/A - v1_locations: - - docs/recruitment.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Examines the acceleration of DevOps and cloud certification pursuit - during career transitions. Synthesizes market demand for structured, validated - competencies (AWS, Kubernetes, Terraform) with organizational priorities for standardizing - cloud-native operations. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Professional Growth & Career Strategy - - Professional Skill Acquisition - is_microservice: false - title: 'devops.com: Great Resignation Spurs Interest in Tech Certifications' -https://thewokesalaryman.com/2022/02/11/why-people-leave-even-the-most-high-paying-jobs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032074.239338 - content_hash: 167c343d7ceae32d711c00b0c96997fe96ac552bdb6a3d3c9a70734330f78bcc - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - recruitment.md - ai_summary: A visually and textually rich breakdown of the multi-dimensional nature - of compensation, demonstrating how mental health, culture, and lack of growth - eventually outweigh monetary yield. Essential reading for leaders designing compensation - models. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Engineering Leadership & Career Dynamics - - Professional Growth & Career Strategy - - Career Transition Decisioning - is_microservice: false - title: 'thewokesalaryman.com: Why people leave even the most high paying jobs 🌟' -https://sloanreview.mit.edu/article/creating-good-jobs: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031615.235489 - content_hash: 903eb433df498573dac7b5dd1edb7c097e625307147fd03edec8da1989757b58 - v1_locations: - - docs/recruitment.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Presents a rigorous organizational design framework detailing the components - of high-quality, sustainable employment. Demonstrates how structuring roles with - clear career progression, high autonomy, and psychological safety yields superior - operational resilience. - language: English - resource_type: Study - complexity: Advanced - hierarchy: - - Engineering Leadership & Career Dynamics - - Organizational Design & Leadership Systems - - Engineering Culture - is_microservice: false - title: 'sloanreview.mit.edu: Creating Good Jobs' -? https://www.forbes.com/sites/markmurphy/2022/03/18/to-avoid-regretting-a-new-job-ask-these-two-questions-during-the-interview -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031615.235489 - content_hash: 903eb433df498573dac7b5dd1edb7c097e625307147fd03edec8da1989757b58 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Details two high-impact behavioral discovery questions designed to expose - organizational misalignments during technical interviews. Helps technical candidates - probe realistic day-to-day operations and authentic team health prior to accepting - offers. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Engineering Leadership & Career Dynamics - - Talent Acquisition & Interview Engineering - - Talent Evaluation - is_microservice: false - title: 'sloanreview.mit.edu: Creating Good Jobs' - The Interview' -https://ideas.ted.com/want-to-discover-or-re-discover-your-sense-of-purpose-at-work-heres-how: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031455.767396 - content_hash: 16ba5c0a11700eb39ec37d50e608d519afd0d8959f6a86b729bc5c051ff2d50d - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Explores the psychological and systemic mechanics of finding and cultivating - alignment between individual values and corporate objectives. Offers actionable - cognitive frameworks to help engineering professionals recalibrate their professional - focus and drive. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Engineering Leadership & Career Dynamics - - Professional Growth & Career Strategy - - Career Transition Decisioning - is_microservice: false - title: 'ideas.ted.com: How to find your sense of purpose at work' -https://4dayweek.medium.com/what-does-the-work-life-balance-of-a-software-engineer-look-like-fe16cc46bb0: - title: '4dayweek.medium.com: What does the work-life balance of a Software Engineer - look like?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030868.095584 - content_hash: N/A - v1_locations: - - docs/recruitment.md -? https://medium.com/walmartglobaltech/how-do-you-decide-whether-an-individual-contributor-ic-or-engineering-manager-role-is-right-for-f46251f1a4cd -: title: 'medium.com/walmartglobaltech: How Do You Decide Whether an Individual Contributor - (IC) or Engineering Manager Role is Right for You?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030868.095584 - content_hash: N/A - v1_locations: - - docs/recruitment.md -https://www.freecodecamp.org/news/how-to-get-ready-for-a-job-in-tech: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033187.116769 - content_hash: cf93738812f4741e20e88240b5fc0a15df33ecfb0a84ef2eea60c0ac46f4982b - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - recruitment.md - ai_summary: A pragmatic guide outlining key skill acquisition vectors, portfolio - development principles, and networking strategies for aspiring technical practitioners - entering the job market. Emphasizes structured, self-directed learning paths. - language: English - resource_type: Guide - complexity: Beginner - hierarchy: - - Engineering Leadership & Career Dynamics - - Professional Growth & Career Strategy - - Professional Skill Acquisition - is_microservice: false - title: 'freecodecamp.org: How to Get Ready for a Job in Tech – Tips for Beginners' -https://theengineeringmanager.substack.com/p/how-do-i-progress-to-the-next-level: - title: 'theengineeringmanager.substack.com: How do I progress to the next level - in my career?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033486.707749 - content_hash: N/A - v1_locations: - - docs/recruitment.md -https://blog.robertsimoes.org/posts/four-wings-of-software-engineers: - title: 'blog.robertsimoes.org: Four Wings of a Software Engineer' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034238.078128 - content_hash: N/A - v1_locations: - - docs/recruitment.md -https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to-candidates-heres-how-to-spot-when-they-do: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031061.172482 - content_hash: 02d11df5459ada2a4d2dbfa958c327e27dcf044cba2b1d93c8ea08d7cf030d46 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Deconstructs common misrepresentations and non-disclosures used by hiring - managers during talent acquisition. Equips engineering candidates with investigative - techniques and targeted questions to verify actual codebase quality, operational - on-call expectations, and real financial health. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Talent Acquisition & Interview Engineering - - Assessment Anti-Patterns - is_microservice: false - title: 'forbes.com: Hiring Managers Often Lie To Candidates, Here’s How To Spot - When They Do' -https://www.meet-in.es/para-liderar-a-largo-plazo-hay-que-ser-buena-persona: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033211.447244 - content_hash: 2a7e46e1967065dabef16b9d77d3bd401d480fdeda33740c743dee575b5d8fa0 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Advocates for high-integrity, empathetic leadership frameworks as the - ultimate driver of long-term organizational health and retention. Challenges mercenary - management styles, arguing that psychological safety and genuine human respect - are essential for building resilient engineering pipelines. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Organizational Design & Leadership Systems - - Engineering Culture - is_microservice: false - title: 'meet-in.es: Β«Para liderar a largo plazo hay que ser buena personaΒ»' -https://www.hays.es/blog/insights/la-gran-renuncia: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030394.738603 - v1_locations: - - docs/recruitment.md - content_hash: cbd946ad1e34a58c158a1276908a6e92b6a1cedddc2bf637c70edf2a731152c4 - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Explores the psychological and economic motivators of the 'Great Resignation' - from a European talent perspective. Synthesizes survey data from Spanish IT professionals - to outline the shifting priorities toward flexibility, modern work-life integration, - and competitive technical compensation. [SPANISH CONTENT] - language: Spanish - resource_type: Blog - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Market Dynamics & Economic Shifts - - The Great Resignation Paradigm - is_microservice: false - title: 'hays.es: β€˜La Gran Renuncia’: ΒΏpor quΓ© tantos profesionales se estΓ‘n planteando - dejar su trabajo?' -https://www.computing.es/mundo-digital/opinion/1129764046601/retos-del-outsourcing-de-servicios-it-espana.1.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031805.266368 - v1_locations: - - docs/recruitment.md - content_hash: 464b0accf2cae49ba51c8b4551cd9e91caa4afc90bdf8c57eccf60cd7af6215d - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Analyzes the evolving challenges and strategic patterns of IT service - outsourcing in Spain. Outlines critical risk mitigation strategies, Service Level - Agreement (SLA) optimizations, and how modern organizations are balancing internal - engineering capabilities with vendor-delivered services. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Advanced - hierarchy: - - Engineering Leadership & Career Dynamics - - Organizational Design & Leadership Systems - - Corporate Governance - is_microservice: false - title: 'computing.es: Retos del outsourcing de servicios IT en EspaΓ±a' -? https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031805.266368 - content_hash: 464b0accf2cae49ba51c8b4551cd9e91caa4afc90bdf8c57eccf60cd7af6215d - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Investigates the structural likelihood of the 'Great Resignation' spreading - to the Spanish labor market. Contrasts US-style employment liquidity against Spanish - labor regulations, high structural unemployment rates, and specific market dynamics. - [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Market Dynamics & Economic Shifts - - The Great Resignation Paradigm - is_microservice: false - title: 'computing.es: Retos del outsourcing de servicios IT en EspaΓ±a' - sus trabajos, la gran pregunta es si veremos esto (y cuΓ‘ndo) en EspaΓ±a' -https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revolucion-laboral-de-ee-uu-a-europa: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033974.158004 - content_hash: 9500aa993e12dad33ff173460a9ed8ee128251781112e808f48121dbd71acbd6 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Examines the labor mobility trends and regulatory differences between - the US and European job markets during the pandemic-era migration. Explores how - European social safety nets, collective bargaining frameworks, and stronger labor - laws modified the local expression of workplace attrition. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Market Dynamics & Economic Shifts - - Labor Economics in Technology - is_microservice: false - title: 'es.euronews.com: La Gran Renuncia: ΒΏpuede llegar la revoluciΓ³n laboral de - EE. UU. a Europa?' -https://www.elespanol.com/reportajes/20211211/tipos-trabajar-sin-desfallecer-consejos-maribel-garben/633687616_0.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030590.060812 - content_hash: ac3fc53477bc3f18af84b2e45514c623c27d983500dfcdd01013c4edee88f096 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Catalogues standard toxic and unproductive management archetypes and - provides actionable coping strategies for technical professionals. Highlights - communication protocols and self-protection mechanisms necessary to maintain career - momentum under challenging leadership. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Organizational Design & Leadership Systems - - Management Anti-Patterns - is_microservice: false - title: 'elespanol.com: QuΓ© tipos de jefes hay y cΓ³mo trabajar con ellos sin desfallecer: - los consejos de Maribel Garben' -https://codingpotions.com/salarios-programadores-2021: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031809.905996 - content_hash: e223e515d2d78bb8ac5cbcd03d5cc5a8e3dfc5c7594d9d05fdb90d09538556fd - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Provides a thorough compensation breakdown across different technical - roles, experience levels (Junior, Mid, Senior), and geographical regions within - the Spanish software sector in 2021. Establishes baseline metrics for salary negotiations. - [SPANISH CONTENT] - language: Spanish - resource_type: Blog - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Market Dynamics & Economic Shifts - - Labor Economics in Technology - is_microservice: false - title: 'codingpotions.com: ΒΏCuΓ‘nto cobra un programador en EspaΓ±a en 2021?' -? https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031809.905996 - content_hash: e223e515d2d78bb8ac5cbcd03d5cc5a8e3dfc5c7594d9d05fdb90d09538556fd - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Analyzes the severe threat that hyper-competitive global remote hiring - poses to Spanish Small and Medium Enterprises (SMEs). Highlights the critical - struggle of regional companies to retain senior engineering talent against foreign - companies paying international rates. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Advanced - hierarchy: - - Engineering Leadership & Career Dynamics - - Market Dynamics & Economic Shifts - - Labor Economics in Technology - is_microservice: false - title: 'codingpotions.com: ΒΏCuΓ‘nto cobra un programador en EspaΓ±a en 2021?' - de muchas pymes espaΓ±olas: cada vez les resulta mΓ‘s difΓ­cil retener a los seniors' -https://www.expansion.com/expansion-empleo/desarrollo-de-carrera/2022/01/28/61f40e29e5fdea61738b45aa.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030824.603073 - content_hash: 735d571e2b4f313ab79f5e599c912d42bd22215e88bae53d02140312e46dd138 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Examines the negative organizational impacts of cronyism ('amiguismo') - and subjective evaluations within professional environments. Explores how nepotism - undermines meritocratic evaluation frameworks and degrades team trust, triggering - high-performer attrition. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Organizational Design & Leadership Systems - - Management Anti-Patterns - is_microservice: false - title: 'expansion.com: El ''amiguismo'' en las relaciones de trabajo' -? https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030824.603073 - content_hash: 735d571e2b4f313ab79f5e599c912d42bd22215e88bae53d02140312e46dd138 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[LEGACY]' - v2_locations: - - recruitment.md - ai_summary: 'Explores why the Great Resignation in Spain manifested differently - than in the US, highlighting two powerful structural friction points: lower baseline - salaries and legacy severance pay/indemnification laws. Synthesizes how these - economic architectures deter workers from proactive risk-taking. [SPANISH CONTENT]' - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Market Dynamics & Economic Shifts - - Labor Economics in Technology - is_microservice: false - title: 'expansion.com: El ''amiguismo'' en las relaciones de trabajo' - barreras: salarios bajos e indemnizaciones' -https://www.lavanguardia.com/vivo/psicologia/20220225/8079133/trabajo-laboral-jefe-talento-trabajadores-nbs.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034509.910318 - content_hash: d1517ed3788c19191aa0a3824be66f7ab33af4495745ad621de7265de089c643 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Delineates behavioral markers of toxic managers who systematically drive - away high-performing software engineering and product talent. Focuses on the psychology - of micro-management, lack of emotional intelligence, and refusal to grant structural - autonomy. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Organizational Design & Leadership Systems - - Management Anti-Patterns - is_microservice: false - title: 'lavanguardia.com: CΓ³mo saber si tu jefe es un "ahuyenta talentos" que puede - frustrar tu carrera' -? https://www.genbeta.com/desarrollo/mitad-programadores-tienen-titulos-universitarios-cada-vez-desarrolladores-aprenden-su-cuenta -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034509.910318 - content_hash: d1517ed3788c19191aa0a3824be66f7ab33af4495745ad621de7265de089c643 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Synthesizes industry survey data indicating that less than half of professional - software developers hold traditional university degrees in computer science. Highlights - the rise and validation of self-directed learning paths, bootcamps, and real-world - execution. [SPANISH CONTENT] - language: Spanish - resource_type: Blog - complexity: Beginner - hierarchy: - - Engineering Leadership & Career Dynamics - - Professional Growth & Career Strategy - - Professional Skill Acquisition - is_microservice: false - title: 'lavanguardia.com: CΓ³mo saber si tu jefe es un "ahuyenta talentos" que puede - Cada vez mΓ‘s desarrolladores aprenden por su cuenta' -? https://www.genbeta.com/desarrollo/ciberseguridad-llamas-presion-actual-grande-que-mitad-expertos-sufren-ansiedad-quieren-renunciar -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034509.910318 - content_hash: d1517ed3788c19191aa0a3824be66f7ab33af4495745ad621de7265de089c643 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Details the critical mental health and burnout crisis unfolding in cybersecurity - operations. Analyzes how continuous threat landscapes, understaffing, and relentless - pressure drive over 50% of security practitioners to experience severe anxiety - and consider resigning. [SPANISH CONTENT] - language: Spanish - resource_type: Blog - complexity: Advanced - hierarchy: - - Engineering Leadership & Career Dynamics - - Organizational Design & Leadership Systems - - Engineering Culture - is_microservice: false - title: 'lavanguardia.com: CΓ³mo saber si tu jefe es un "ahuyenta talentos" que puede - la mitad de los expertos sufren ansiedad y quieren dimitir' -? https://www.xataka.com/empresas-y-economia/no-asciendo-aprendo-me-largo-empresa-crecimiento-profesional-como-estrategia-para-retener-talento -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034509.910318 - content_hash: d1517ed3788c19191aa0a3824be66f7ab33af4495745ad621de7265de089c643 - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Analyzes the shift in modern engineering culture where the absence of - clear promotion tracks and technical skill development acts as a primary trigger - for developer resignation. Argues that continuous learning opportunities are the - ultimate talent retention vector. [SPANISH CONTENT] - language: Spanish - resource_type: Article - complexity: Intermediate - hierarchy: - - Engineering Leadership & Career Dynamics - - Professional Growth & Career Strategy - - Career Transition Decisioning - is_microservice: false - title: 'lavanguardia.com: CΓ³mo saber si tu jefe es un "ahuyenta talentos" que puede - profesional como estrategia para retener talento' -https://www.bbc.com/mundo/vert-cap-62340757: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029369.515585 - content_hash: 4112d39be18a7421be0192cc643b7d144ae1ae06d7621afe5464b324103a4f5a - v1_locations: - - docs/recruitment.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - recruitment.md - ai_summary: Explores why modern technical organizations are heavily prioritizing - 'soft skills' (communication, empathy, negotiation, conflict resolution) in engineering - candidates. Explains how architectural success in complex systems depends as much - on team communication as on clean code. 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content_hash: 4aa5955a1b11a760bc36fd011d635a147c6fc9940d27629f879acf2b522e4560 - v1_locations: - - docs/serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - serverless.md -https://www.triggermesh.com: - title: TriggerMesh - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031586.164565 - content_hash: N/A - v1_locations: - - docs/serverless.md -https://thenewstack.io/triggermesh-open-sourcing-event-driven-applications: - title: 'thenewstack.io: TriggerMesh: Open Sourcing Event-Driven Applications' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779032054.602877 - content_hash: 1e5b4deeba5cfb8af0405c3c5ef3a8e939ae06ba05cf1f2bc949e60d8468e466 - v1_locations: - - docs/serverless.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - serverless.md -https://en.wikipedia.org/wiki/Site_Reliability_Engineering: - title: 'wikipedia: Site Reliability Engineering' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031190.098791 - content_hash: N/A - v1_locations: - - docs/sre.md -https://sre.google: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031543.620843 - content_hash: 20b5ae83fe9ad222ae24acce7caae29b353ea0deb65ce0aabb392d898d64006a - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - sre.md - ai_summary: The main portal hosting Google's legendary Site Reliability Engineering, - Site Reliability Workbook, and Building Secure and Reliable Systems textbooks. - Mandatory standard reference. - language: English - resource_type: Platform - complexity: Advanced - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: '==sre.google: What is Site Reliability Engineering (SRE)?== 🌟' -https://blog.overops.com/devops-vs-sre-whats-the-difference-between-them-and-which-one-are-you: - title: 'overops.com: DevOps vs. SRE: What’s the Difference Between Them, and Which - One Are You?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029225.557723 - content_hash: N/A - v1_locations: - - docs/sre.md -https://devops.com/sre-vs-devops-false-distinction: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030356.148675 - content_hash: N/A - v1_locations: - - docs/sre.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: An editorial analyzing the perceived conflict between DevOps and SRE, - detailing why they should be integrated as complementary mechanisms for robust - microservices delivery. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'devops.com: SRE vs. DevOps β€” a False Distinction?' -https://devops.com/sre-devops-cloud-native-server-cage-match: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030787.593773 - content_hash: N/A - v1_locations: - - docs/sre.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A deep-dive technical comparison contrasting DevOps pipelines, SRE operational - standards, and Cloud-Native application patterns inside modern server architecture. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'devops.com: SRE vs. DevOps vs. Cloud Native: The Server Cage Match' -https://devops.com/site-reliability-engineering-101-devops-versus-sre: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034528.232915 - content_hash: N/A - v1_locations: - - docs/sre.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: An introductory, high-density primer defining what Site Reliability - Engineering is, framing its core metrics and comparing its functional goals directly - against DevOps. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'devops.com: Site Reliability Engineering 101: DevOps Versus SRE' -https://dzone.com/articles/sre-vs-devopssre-is-to-devops-what-scrum-is-to-agi: - title: 'dzone: SRE vs. DevOps:β€ŠSRE Is to DevOps What Scrum Is to Agile' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034291.71541 - content_hash: N/A - v1_locations: - - docs/sre.md -https://www.linkedin.com/pulse/devops-vs-site-reliability-engineering-sean-washington: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030413.724664 - content_hash: fe20361d58fdef87c9114c5785fa2279ddd26d0398a943c894f1fd0833624e72 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: An analytical overview detailing the distinct career paths, everyday - duties, and engineering goals that separate cloud systems administrators from - dedicated SREs. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'linkedin: DevOps vs Site Reliability Engineering' -https://opensource.com/article/18/10/sre-startup: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033925.166425 - content_hash: a557ad4d5f57dd798cc0a0c06759074f6167aa5b351aa5fb0a480c7b12248bd7 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A practical exploration focusing on running SRE frameworks inside small-scale - startups. Proposes strategies for establishing basic SLIs and SLOs under strict - budget conditions. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'opensource.com: What is an SRE and how does it relate to DevOps?' -https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-devops: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029464.94795 - content_hash: edaaace5f17be44d488bc15301c22af12b1d2c12761f0ff2956436223c25e284 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A structural examination of the technical overlaps between DevOps and - SRE, outlining how automated observability pipelines and telemetry serve both - teams. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'thenewstack.io: Where Site Reliability Engineering Overlaps with DevOps' -https://www.cncf.io/blog/2020/07/17/site-reliability-engineering-sre-101-with-devops-vs-sre: - title: 'cncf.io: DevOps vs. SRE' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031758.96067 - content_hash: N/A - v1_locations: - - docs/sre.md -https://kelda.io/blog/sres-should-manage-development-environments: - title: 'kelda.io: Why SREs Should be Responsible for Development Environments' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030683.043997 - content_hash: N/A - v1_locations: - - docs/sre.md -https://www.youtube.com/watch?v=tgRPlAQpHYk&ab_channel=TheNewStack: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034102.105831 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A highly informative video overview mapping how Platform9 integrates - robust observability networks. Explains why deep trace analysis is vital for fast - root-cause isolation in microservices. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Observability - is_microservice: true - title: 'youtube: Platform9’s Madhura Maskasky says observability is also essential - for diagnosing and debugging in order for SREs to "get to the root cause quickly - enough so that you can feed that back to the development teams." 🌟' -https://www.linkedin.com/pulse/sre-key-insights-done-right-way-shankar-muniyappa: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030578.540905 - content_hash: 91e65f16a48bf17e418be0c13e47bff3507c87a4e58f933a2d926e149b05deef - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A tactical blog post detailing common pitfalls in enterprise SRE implementation, - warning against rebranded ops ticket siloes that lack architectural power. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'linkedin.com: SRE: Key Insights-"Done the right way”' -https://hernan-david-hd.medium.com/5-pilares-del-sre-devops-f16e45f8d3fd: - title: 'hernan-david-hd.medium.com: 5 pilares del SRE/DevOps' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030589.102716 - content_hash: N/A - v1_locations: - - docs/sre.md -https://hernan-david-hd.medium.com/breaking-down-sre-devops-into-5-key-areas-5aacf40e8392: - title: 'hernan-david-hd.medium.com: Breaking down SRE/DevOps into 5 key areas' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033030.258535 - content_hash: N/A - v1_locations: - - docs/sre.md -https://devops.com/how-the-sre-role-is-evolving: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031108.794369 - content_hash: N/A - v1_locations: - - docs/sre.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A technical essay tracking the evolution of the SRE role. Explains how - advances in telemetry networks and AIOps automated loops are rewriting standard - reliability metrics. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'devops.com: How the SRE Role Is Evolving' -https://stackpulse.com/blog/monoliths-vs-microservices-challenges: - title: 'stackpulse.com: Managing Reliability for Monoliths vs. Microservices: The - Challenges for SREs' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029304.286515 - content_hash: N/A - v1_locations: - - docs/sre.md -https://stackpulse.com/blog/monoliths-vs-microservices-best-practices: - title: 'stackpulse.com: Managing Reliability for Monoliths vs. Microservices: Best - Practices for SREs' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033725.561889 - content_hash: N/A - v1_locations: - - docs/sre.md -https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-list-of-cre-life-lessons: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033946.816718 - content_hash: af026d01ccbd0e5c4349da0f6d9007fbc4028b1a2870c2ed2a8cdc3356303505 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - sre.md - ai_summary: An essential collection of enterprise insights gathered by Google Customer - Reliability Engineers (CRE). Translates massive Google-scale SRE rules into practical - roadmaps for external architectures. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations - is_microservice: true - title: 'cloud.google.com: SRE at Google: Our complete list of CRE life lessons 🌟' -https://www.circonus.com/2021/04/monitoring-for-success-what-all-sres-need-to-know: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030404.026542 - content_hash: 6a02b3646cb284e8ff9f4b4c95e857c4f48d604e39db9702bd50d3606703fbf2 - v1_locations: - - docs/sre.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A deep technical evaluation of telemetry and metric requirements for - SRE. Discusses the selection of appropriate service objectives and data collection - frequencies. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Observability - is_microservice: true - title: 'circonus.com: Monitoring for Success: What All SREs Need to Know' -https://www.infracloud.io/blogs/sre-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029561.432647 - content_hash: d85c152a87e915c9811ad9a40973c12d4807990e342a2de0807a4736419272ab - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: This architectural guide details actionable workflows for modern SRE - execution, covering service level indicator definition, runbook automation, and - collaborative blameless post-mortems. Curator insight and live grounding suggest - that successful implementation requires transitioning team topologies from manual - toil to reliability-first platform engineering. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Operations and Reliability - - Site Reliability Engineering - - Best Practices - is_microservice: false - title: 'infracloud.io: Site Reliability Engineering (SRE) Best Practices' -https://stackpulse.com/blog/no-sre-is-not-the-new-devops-unless-it-is: - title: 'stackpulse.com: No, SRE Is Not the New DevOps – Unless It Is' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029962.053342 - content_hash: N/A - v1_locations: - - docs/sre.md -https://www.youtube.com/watch?v=jgW4r9FxItI&ab_channel=DevOpsToolkitbyViktorFarcic: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034050.126961 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: An analytical video comparing SRE and DevOps methodologies. The presentation - details structural overlaps, detailing SRE as a concrete class implementing the - abstract interface of DevOps, emphasizing automated tooling, error budget tracking, - and shared organizational objectives. - language: English - resource_type: Video - complexity: Beginner - hierarchy: - - Operations and Reliability - - DevOps and SRE Culture - - Role Definitions - is_microservice: false - title: 'youtube: Viktor Farcic - What is the difference between SRE and DevOps?' -https://dev.to/thenjdevopsguy/devops-vs-sre-what-s-the-difference-560d: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033807.974594 - content_hash: 72b6f93529f48a0e0b7503a8a7ae8688f73918c3e34624a7e982d776cf05782d - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: An introductory analysis exploring how DevOps and SRE differ conceptually - and operationally. It illustrates how SRE provides the programmatic solutions - and infrastructure instrumentation needed to realize the broader cultural transformations - promised by DevOps methodologies. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Operations and Reliability - - DevOps and SRE Culture - - Role Definitions - is_microservice: false - title: 'dev.to: DevOps vs SRE: What''s The Difference?' -https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033761.386181 - content_hash: d6739705eeaccae893a34683198cf765ac3749e13a4d09564ee415e0859939af - v1_locations: - - docs/about.md - - docs/sre.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - sre.md - ai_summary: This high-density industry analysis examines how the rise of complex - cloud-native architectures shifts SRE responsibilities. It addresses how microservices, - service meshes, and dynamic scheduling require SREs to move from simple system - monitoring to deep, code-level observability and platform design. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Operations and Reliability - - Site Reliability Engineering - - Evolution - is_microservice: true - title: 'thenewstack.io: How the SRE Experience Is Changing with Cloud Native 🌟' -https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralized: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030525.510499 - content_hash: d719e1123d9959864f3db63f3bf3f2abe42662ccb5a12fca2a982ac073f65010 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A deep-dive architectural comparison of centralized operations centers - versus decentralized, application-embedded operations models. The analysis explores - trade-offs regarding communication latency, incident ownership, and platform engineering - scalability under cognitive overload. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Operations and Reliability - - Organization Design - - Operational Models - is_microservice: false - title: 'thenewstack.io: Centralized vs. Decentralized Operations' -https://dev.to/thenjdevopsguy/what-you-need-to-break-into-devops-and-sre-3fp5: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030363.033108 - content_hash: 29cbb95e5b12d82cf1732af5e24b1bed1174f9e01771f1ee038b790e19048615 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - sre.md - ai_summary: A comprehensive skills matrix designed for software engineers transitioning - into DevOps and SRE domains. The roadmap covers essential technologies including - Linux systems internals, network virtualization, cloud infrastructure as code, - CI/CD automation, and metric-driven monitoring pipelines. - language: English - resource_type: Blog - complexity: Beginner - hierarchy: - - Operations and Reliability - - DevOps and SRE Culture - - Career Roadmap - is_microservice: false - title: '==dev.to: What You Need to Break into DevOps and SRE==' -https://www.infoq.com/presentations/sre-apprentices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033640.872128 - content_hash: 40edecdb4cfa5c169ff1adf09483150dc832f2b04cef9ce58c26457e0e4465ea - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: This session addresses the cognitive models of system failure, specifically - targeting how apprentices and junior SREs can safely learn to analyze complex - failures. It advocates for structured code-level tracing, game days, and interactive - debugging to accelerate reliable operational troubleshooting. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Operations and Reliability - - Site Reliability Engineering - - Training and Incident Response - is_microservice: false - title: 'infoq.com: Observing and Understanding Failures: SRE Apprentices' -https://medium.com/@ta.abhisingh/agile-vs-devops-vs-sre-its-not-or-it-s-and-aa312904e577: - title: 'medium: Agile vs. DevOps vs. SRE… it’s not OR, it’s AND !' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031758.966188 - content_hash: N/A - v1_locations: - - docs/sre.md -https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034322.743251 - content_hash: 4213381b196cf7d36da71b99d26e4213c78ffbc542ef92dc23eb2bdbfecc4fe7 - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - sre.md - ai_summary: A retrospective analysis of Google's journey in creating the modern - SRE discipline to address unprecedented internet scale. It focuses on the core - organizational policy that SRE teams must devote at least 50% of their bandwidth - to engineering rather than operational toil. - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Operations and Reliability - - Site Reliability Engineering - - Case Studies - is_microservice: false - title: 'thenewstack.io: Google SRE: Site Reliability Engineering at a Global Scale' -https://sre.google/sre-book/evolving-sre-engagement-model: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029118.835076 - content_hash: 7368436d895e412f8780e0418be84fd5bfcd5184c9777fa31a35a14d22ad41ab - v1_locations: - - docs/sre.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - sre.md - ai_summary: This seminal text from the Google SRE Book explores the life cycle of - SRE engagements with product teams. 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Live Grounding - discusses alternative declarative configuration techniques, highlighting how text - engines can bypass YAML syntax validators and introduce security or execution - errors. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Configuration Syntax - - Declarative Patterns - is_microservice: false - title: 'thoughtworks.com: Templating in YAML' -https://stevehorsfield.wordpress.com/2019/08/13/devops-tricks-templating-yaml-files: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033432.375835 - content_hash: b4935a2a0fd1875029ea62ebf07d4e29ed0b8da02695ae33e3579291ba0c5c2e - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: Curator Insight describes command-line methods and workflow scripts - to generate complex YAML manifests dynamically. Live Grounding emphasizes the - trade-offs of scripting configurations versus migrating to native Kubernetes Templating - Engines (e.g., Helm, Kustomize) for predictable, structured deployments. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Configuration Syntax - - Declarative Patterns - is_microservice: false - title: 'Steve Horsfield: DevOps tricks - Templating YAML files' -https://linuxhandbook.com/yaml-basics: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031752.962874 - content_hash: 246955f32f232723da9ba8332f2138efef533a699f55468e9d109034099fd74d - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: Curator Insight details the core structural mechanics of YAML, specifically - maps, lists, scalar types, and multi-line strings. Live Grounding explores standard - DevOps implementations (such as Docker Compose and Kubernetes manifests) where - these concepts dictate application configuration. Highly recommended introductory - reference. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Platform Engineering - - Configuration Syntax - - YAML Foundations - is_microservice: false - title: 'linuxhandbook.com: YAML Basics Every DevOps Engineer Must Know 🌟' -https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-make-editing-files-easier: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032578.722436 - content_hash: N/A - v1_locations: - - docs/yaml.md - status: online - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight shows how to configure IDE and code editors with automated - JSON/YAML Schemas. Live Grounding validates that binding schemas to Kubernetes - or Ansible configurations provides real-time validation, auto-completion, and - inline documentation in VS Code and IntelliJ, drastically reducing syntactical - manual errors. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Configuration Syntax - - Developer Experience - is_microservice: false - title: 'developers.redhat.com: How to configure YAML schema to make editing files - easier' -https://kubernetestutorials.com/kubernetes-tutorials/kubernetes-introduction-to-yaml: - title: 'kubernetestutorials.com: Kubernetes : Introduction to YAML 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031446.259072 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://betterprogramming.pub/yaml-tutorial-get-started-with-yaml-in-5-minutes-549d462972d8: - title: 'betterprogramming.pub: YAML Tutorial: Get Started With YAML in 5 Minutes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033611.948569 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://abhisheksaini.hashnode.dev/yaml-for-representation: - title: 'abhisheksaini.hashnode.dev: YAML For Data Representation?' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033432.0907 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manifest-files: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032877.921807 - content_hash: cda3daf91b002b5551b8ae7dfafe171935058135b75a23a68397d3e976a958d3 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight provides architectural structures for dividing, tagging, - and organizing massive collections of Kubernetes YAML manifests. Live Grounding - analyzes standard patterns, comparing monolithic files against multi-directory - structures managed by Kustomize and Helm. Offers crucial hygiene tips for scaling - GitOps repositories. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - GitOps and Configuration - - Kubernetes Manifests - is_microservice: false - title: 'boxunix.com: A Better Way of Organizing Your Kubernetes Manifest Files 🌟' -https://opensource.com/article/21/9/yaml-cheat-sheet: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032152.621094 - content_hash: ee651ce22998668d0c32745483c8ce8f4d6a7ec7305e5351f09a5e082a437113 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: Curator Insight acts as an advanced quick-reference cheat sheet for - writing clean and readable YAML schemas. Live Grounding points out how understanding - data types (like anchors, blocks, and sequence syntax) prevents common compilation - bugs. Essential workspace cheat sheet. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Platform Engineering - - Configuration Syntax - - YAML Foundations - is_microservice: false - title: 'opensource.com: Make YAML as easy as it looks' -https://javascript.plainenglish.io/everything-you-need-to-know-about-yaml-files-5423358cc5c9: - title: 'javascript.plainenglish.io: Everything You Need To Know About YAML Files' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033801.883637 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://www.w3schools.io/file/yaml-vs-yml: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032834.865365 - content_hash: 37a8c27d1da5573584033a948765d1aac955a641f54f54b6879cb79cc945faaa - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: Curator Insight clarifies the historical origins, technical details, - and file extension choices of .yaml vs .yml. Live Grounding shows that while modern - operating systems treat both extensions identically, maintaining file extension - consistency across internal configuration repositories is key for pipeline parsing - stability. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Platform Engineering - - Configuration Syntax - - YAML Foundations - is_microservice: false - title: 'w3schools.io: YAML - yaml vs yml file' -https://blog.devgenius.io/yaml-with-python-d6787a9bd8ab: - title: '==blog.devgenius.io: YAML with Python==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032333.304522 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://realpython.com/python-yaml: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030849.115826 - content_hash: b10d51ad333a56b21ca0a1033bbf0ba6552d537eb1ce010fcd430ccab945c81d - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight provides a comprehensive tutorial on parsing and serializing - YAML configurations within Python-based microservices. Live Grounding covers parsing - libraries PyYAML and ruamel.yaml, stressing safety (e.g., using safe_load to avoid - arbitrary code execution). Crucial reference for software engineers implementing - dynamic configuration features. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Software Engineering - - Python Development - - Configuration Parsing - is_microservice: true - title: '==realpython.com: YAML: The Missing Battery in Python==' -https://betterprogramming.pub/10-things-you-might-not-know-about-yaml-b0589da547c: - title: 'betterprogramming.pub: 10 Things You Might Not Know About YAML' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029274.14891 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://spacelift.io/blog/yaml: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033619.217234 - content_hash: 4ff8a8c7d27c64ffc0eaea5d18c1ecc5e658f5ecbf8673660fa0860955aad2d8 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight delivers a broad technical guide connecting basic YAML - formatting rules directly to advanced DevOps tools. Live Grounding shows its practical - utility in structuring pipelines, defining IaC policies, and working across Terraform, - Ansible, and Kubernetes clusters. An exceptional unified guide. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Configuration Syntax - - Infrastructure as Code - is_microservice: false - title: ==spacelift.io/blog/yaml== -https://ruudvanasseldonk.com/2023/01/11/the-yaml-document-from-hell: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031063.313322 - v1_locations: - - docs/yaml.md - content_hash: 407ebbdf4fdc3c32ebab46a50e2e7839bdd0980daaad13ef29321b7c00b4114a - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[DE FACTO STANDARD]' - ai_summary: Curator Insight is a renowned technical critique of YAML’s excessive - complexity, implicit typing, and edge-case errors (the Norway problem). Live Grounding - evaluates the structural vulnerability of relying on implicit parsers in mission-critical - configuration schemas. Indispensable read for infrastructure architects evaluating - alternative formats like TOML or CUE. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Platform Engineering - - Configuration Syntax - - Antipatterns - is_microservice: false - title: 'ruudvanasseldonk.com: The yaml document from hell' -https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033157.999615 - content_hash: 18fcee665fd9994a7234cfcf12ed8dbb5b6f47ae7013b299f5ef157d0dddb510 - v1_locations: - - docs/yaml.md - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight explores using Python to programmatically generate and - mutate Kubernetes manifest YAML files. Live Grounding verifies the patterns rely - on Kubernetes client libraries, template engines like Jinja2, and custom parsing - scripts. Facilitates the creation of high-level dynamic configuration controllers. - language: English - resource_type: Blog Post - complexity: Advanced - hierarchy: - - Software Engineering - - Python Development - - Kubernetes Tooling - is_microservice: true - title: 'itnext.io: Python, YAML, and Kubernetes β€” The Art of Mastering Configuration' -https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033773.006617 - content_hash: 11974e12557dee3fbc259e31d3d8f8ac82b7a3d543e6c830d5e9b8897f9f03d1 - v1_locations: - - docs/yaml.md - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight outlines advanced tips for writing clean, optimized, - and dry Kubernetes manifest structures. Live Grounding emphasizes using YAML anchors, - Kustomize overlays, and schema linting to scale Kubernetes operations safely. - An exceptionally practical, production-honed reference guide. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - GitOps and Configuration - - Kubernetes Manifests - is_microservice: false - title: 'itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟' -https://yaml.org/spec/1.2/spec.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029507.477592 - content_hash: N/A - v1_locations: - - docs/yaml.md - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[DE FACTO STANDARD]' - ai_summary: Curator Insight points to the official YAML 1.2 specification explaining - how pointers (anchors and aliases) work. Live Grounding validates that utilizing - & and * tags prevents node duplication within massive data structures. Ideal reference - for language parser developers. - language: English - resource_type: Documentation - complexity: Advanced - hierarchy: - - Platform Engineering - - Configuration Syntax - - Standards - is_microservice: false - title: 'yaml.org: Anchors and Aliases' -https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031541.635008 - content_hash: ef95f8ef6c258a897d7352875f59d7019f468802ace7bb838152fdaa881d0351 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight shows how to implement YAML anchors and aliases within - Bitbucket Pipelines configurations. Live Grounding verifies that reusing identical - script blocks, environment setups, and step definitions drastically cuts down - code redundancy. Offers direct pipeline optimization benefits. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Platform Engineering - - CI/CD Pipelines - - Declarative Patterns - is_microservice: false - title: 'support.atlassian.com: YAML anchors and aliases' -https://medium.com/@kinghuang/docker-compose-anchors-aliases-extensions-a1e4105d70bd: - title: 'medium: Don’t Repeat Yourself with Anchors, Aliases and Extensions in Docker - Compose Files' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030014.691964 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://github.com/topics/yaml-processor: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034306.909068 - content_hash: e88e3f74875008020a7018e9f33194dff6953eb4fab4a4aba39ae094048c0d12 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - status: online - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: Curator Insight is a unified catalog tracking open-source YAML parsers, - processors, and linters across GitHub. Live Grounding provides a real-time portal - to discover specialized tools, CLI libraries, and IDE plugins. Crucial starting - point for evaluating community validation utilities. - language: English - resource_type: GitHub Topic - complexity: Intermediate - hierarchy: - - Platform Engineering - - Configuration Syntax - - Developer Tooling - is_microservice: false - title: github.com/topics/yaml-processor -https://get-ytt.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029322.731639 - content_hash: 0737d4b86bec9dfbbdc0cc3eb23f9c3e50b0565831796a3c291c9f4cd36ce745 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight presents ytt (Carvel suite) as a structural YAML templating - tool that runs on a dialect of Python (Starlark). Live Grounding confirms ytt - validates syntactic hierarchy natively, preventing the formatting flaws common - in text-substitution tools like Helm. Essential for engineering advanced platform - control planes. - language: English - resource_type: Tool Site - complexity: Advanced - hierarchy: - - Platform Engineering - - Configuration Syntax - - Declarative Patterns - is_microservice: false - title: ytt -https://mikefarah.gitbook.io/yq: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029322.585225 - content_hash: d71b9e8ec711ba2a0d69b47b96a25bcb850daae83c73249b827dc69f735a73d4 - v1_locations: - - docs/kubernetes.md - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[DE FACTO STANDARD]' - ai_summary: Curator Insight presents yq as a lightweight, portable command-line - YAML processor built in Go. Live Grounding verifies yq’s extensive support for - evaluating paths, modifying values dynamically, and converting YAML to/from JSON - or XML within CI/CD pipelines. A standard tool in any platform engineer's toolbox. - language: English - resource_type: Tool Site - complexity: Intermediate - hierarchy: - - Platform Engineering - - Developer Tooling - - CLI Utilities - is_microservice: false - title: yq 🌟 -https://dev.to/vikcodes/yq-a-command-line-tool-that-will-help-you-handle-your-yaml-resources-better-8j9: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034049.487127 - content_hash: d64677ff388be798c9021601bf769d5ffd383506cf4a31ff043ae59f99f8c239 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: Curator Insight provides a practical guide on installing and utilizing - yq for system automation. Live Grounding covers everyday command examples, including - selective key extraction, array mutation, and nested property updates in Kubernetes - manifests. A vital resource for learning CLI-driven manifest manipulation. - language: English - resource_type: Blog Post - complexity: Beginner - hierarchy: - - Platform Engineering - - Developer Tooling - - CLI Utilities - is_microservice: false - title: 'dev.to: yq : A command line tool that will help you handle your YAML resources - better 🌟' -https://towardsdatascience.com/yq-mastering-yaml-processing-in-command-line-e1ff5ebc0823: - title: 'towardsdatascience.com: yq: Mastering YAML Processing in Command Line 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032421.024028 - content_hash: 0d6da0f5aadba38d823d4812168767989d93c80fe1663e28c1f82b5c77f38209 - v1_locations: - - docs/yaml.md -https://betterprogramming.pub/my-yq-cheatsheet-34f2b672ee58: - title: 'betterprogramming.pub: My Cheatsheet for the β€œyq” Tool' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029309.662518 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://github.com/azohra/yaml.sh: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031401.928968 - content_hash: 0cfc2dbf9260192158b5d7dc49e0d45b63299a02600ae86aaa8a155c50dd18fb - v1_locations: - - docs/yaml.md - gh_license: MIT - needs_ai_refresh: true - status: online - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[EMERGING]' - - '[LEGACY]' - gh_stars: 34 - gh_pushed: '2024-01-23T18:50:58Z' - ai_summary: Curator Insight highlights yaml.sh as an experimental, pure Bash parser - designed to read YAML files directly in shell scripts. Live Grounding confirms - the project is legacy/inactive, but provides a clever, lightweight implementation - without python or node dependencies. Best suited for restricted edge shells where - installing heavier dependencies is blocked. - language: English - resource_type: GitHub Repository - complexity: Advanced - hierarchy: - - Platform Engineering - - Configuration Syntax - - Bash Tooling - is_microservice: false - title: azohra/yaml.sh -https://github.com/andreazorzetto/yh: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032153.281109 - content_hash: 835328b68aa23ebad6c9e32970fe664b9b951d99213ca3069c6e3b3e012cf187 - v1_locations: - - docs/yaml.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - gh_stars: 429 - gh_pushed: '2020-12-14T09:49:42Z' - ai_summary: Curator Insight introduces yh as a dedicated CLI syntax highlighter - designed specifically for YAML output. Live Grounding verifies that unlike generic - highlighters, yh recognizes YAML formatting quirks and integrates cleanly with - pipelines using standard inputs. Excellent for readability when debugging massive - Kubernetes manifests. - language: English - resource_type: GitHub Repository - complexity: Intermediate - hierarchy: - - Platform Engineering - - Developer Tooling - - CLI Utilities - is_microservice: false - title: yh - YAML Highlighter -https://gist.github.com/so0k/42313dbb3b547a0f51a547bb968696ba: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029133.014237 - content_hash: 4cac4c1c00efe6e4f1af0bfefc089b68c0ebdaa7fe67f5f2acc3438b9a72f0b9 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - status: online - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[ENTERPRISE-STABLE]' - ai_summary: Curator Insight compiles advanced kubectl output techniques using jsonpath, - custom columns, and Go templates. Live Grounding validates that mastering these - options allows operators to query, format, and filter complex Kubernetes API states - directly on the command line. An indispensable cheat sheet for platform operations. - language: English - resource_type: Gist - complexity: Advanced - hierarchy: - - Platform Engineering - - Developer Tooling - - Kubernetes Manifests - is_microservice: false - title: Kubectl output options 🌟 -https://codebeautify.org/yaml-validator: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030119.311159 - content_hash: 5f184cd3b9d1214bc8c571e210997001193f44311dd327e0fbf06e211f085d30 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: A popular web-based utility for validating, formatting, and parsing - YAML configuration data structures. It allows cloud-native engineers to instantly - paste and sanitize complex markup payloads, validating basic syntax conformity - before deploy configurations are shipped. - language: English - resource_type: Tool - complexity: Beginner - hierarchy: - - Data Formats - - YAML - - Validation Tools - is_microservice: false - title: ==codebeautify.org/yaml-validator== -https://jsonformatter.org/yaml-validator: - title: ==jsonformatter.org/yaml-validator== - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032198.015792 - content_hash: N/A - v1_locations: - - docs/yaml.md -https://yamlvalidator.dev: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032034.611699 - content_hash: 196d82880c0743e9d3adfab157599a02c20b1b0c2465003dd26256a81532110a - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: A privacy-focused web editor engineered for rapid and secure YAML markup - validation. It delivers real-time validation error alerts on structural and spacing - mistakes, reducing config-level deployment issues inside modern CI pipelines. - language: English - resource_type: Tool - complexity: Beginner - hierarchy: - - Data Formats - - YAML - - Validation Tools - is_microservice: false - title: '==yamlvalidator.dev: YAML Validator==' -https://onlineyamltools.com: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030192.937656 - content_hash: d8239ff4eedd42d360115b23000a451213e645c88edbc62f961a002e668aa0ff - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - ai_summary: An extensive suite of browser-driven YAML parsing, formatting, and manipulation - tools. Features real-time conversion engines, indentation adjustments, and structural - validators tailored for ad-hoc cloud-native operations. - language: English - resource_type: Tool - complexity: Beginner - hierarchy: - - Data Formats - - YAML - - Validation Tools - is_microservice: false - title: ==onlineyamltools.com== 🌟 -https://github.com/avencera/yamine: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029985.469766 - content_hash: c4e4ca3024ed487a1458c6f048e15edca15c9af13912b36f9a79359040d90465 - v1_locations: - - docs/yaml.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - - '[LEGACY]' - gh_stars: 19 - gh_pushed: '2023-11-14T15:26:04Z' - ai_summary: A Rust-implemented CLI parser designed to optimize YAML file validation - and structural queries. 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Great entry point for - beginners learning declarative deployments. - language: English - resource_type: Video - complexity: Beginner - hierarchy: - - Application Delivery and GitOps - - Package Management - - Educational Videos - is_microservice: false - title: Helm and Kubernetes Tutorial - Introduction -https://www.youtube.com/watch?v=cZ1S2Gp47ng: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034531.666578 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Advanced video deep-dive exploring Helm's Go-templating mechanisms, - advanced parameter isolation, and complex dependency structures in enterprise - pipeline environments. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Educational Videos - is_microservice: false - title: 'Delve into Helm: Advanced DevOps' -https://www.youtube.com/watch?v=CmPK93hg5w8: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029552.990387 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Webinar showing best practices for continuous delivery of multi-tier - workloads to Kubernetes using Helm. Explains how to integrate Helm lifecycle hooks - into CI/CD loops. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Educational Videos - is_microservice: false - title: Continuously delivering apps to Kubernetes using Helm -https://www.youtube.com/watch?v=eMOzF_xAm7w: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030250.975886 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Screencast guiding developers through setting up a declarative Jenkins - pipeline that automatically packages and deploys microservices to Kubernetes using - Helm. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Educational Videos - is_microservice: true - title: Zero to Kubernetes CI/CD in 5 minutes with Jenkins and Helm -https://www.youtube.com/watch?v=INv-VCZvM_o: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034153.075385 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: DevOps video showcasing integration between Azure Pipelines, Azure Kubernetes - Service (AKS), and Helm. Shows how to structure multi-environment releases smoothly. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Educational Videos - is_microservice: false - title: DevOps with Azure, Kubernetes, and Helm -https://dzone.com/articles/15-useful-helm-charts-tools: - title: 'dzone: 15 useful helm chart tools' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031406.434001 - content_hash: N/A - v1_locations: - - docs/helm.md -https://dzone.com/articles/create-install-upgrade-and-rollback-a-helm-chart-p: - title: 'dzone: create install upgrade and rollback a helm chart - part 1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033730.980111 - content_hash: N/A - v1_locations: - - docs/helm.md -https://dzone.com/articles/create-install-upgrade-rollback-a-helm-chart-part: - title: 'dzone: create install upgrade and rollback a helm chart - part 2' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030299.69615 - content_hash: N/A - v1_locations: - - docs/helm.md -https://dzone.com/articles/cicd-with-kubernetes-and-helm: - title: 'dzone: cicd with kubernetes and helm' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030299.668365 - content_hash: N/A - v1_locations: - - docs/helm.md -https://banzaicloud.com/blog/helm3-the-good-the-bad-and-the-ugly: - title: 'banzaicloud.com: Helm 3, the Good, the Bad and the Ugly' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032163.107486 - content_hash: N/A - v1_locations: - - docs/helm.md -https://helm.sh/blog/migrate-from-helm-v2-to-helm-v3: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030856.704641 - content_hash: bb9f2a263ff520121a251ce81b0962e057d76a6126531aec88f11bc726cce215 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Official migration blueprint from Helm's core team detailing the path - from v2 to v3. Shows how to securely convert in-cluster release metadata and fully - decommission the Tiller component. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm Migration - is_microservice: false - title: 'helm.sh: How to migrate from Helm v2 to Helm v3' -https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033157.9638 - content_hash: 813d178f2d97f3f6be11f7c55fbe23e7bf126a47c98d0c90763f4727794c0109 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Excellent technical guide showing how to write and use JSON Schema (`values.schema.json`) - to programmatically validate Helm Chart variables and eliminate formatting errors - prior to deploy. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm Validation - is_microservice: false - title: 'Helm 3: Validating Helm Chart Values with JSON Schemas 🌟' -https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-with-ease-rjr30x2: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032103.856772 - content_hash: bc3dc003fc42d5a5b20e7e1f5c45c0b2f866d2bae1f2d376ac8150f65a9f9ccf - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: High-level overview illustrating the synergies between Kubernetes architectures - and Helm's package abstractions, demonstrating how Helm reduces manual configuration - drift. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm - is_microservice: false - title: 'hackernoon.com: Kubernetes and Helm: A Deadly Combo to Help You Deploy with - Ease' -https://medium.com/swlh/helm-chart-development-guide-bbc525d3b448: - title: 'medium: Helm Chart β€” Development Guide 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031351.761784 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/analytics-vidhya/multi-namespace-helm-deploy-in-kubernetes-26d1baf1ca5c: - title: 'medium: Multi-namespace Helm deploy in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031620.059175 - content_hash: N/A - v1_locations: - - docs/helm.md -https://daveops.xyz/en/2020/09/18/running-db-migrations-on-kubernetes-with-helm: - title: 'daveops.xyz: Running DB migrations on Kubernetes with Helm' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034223.764206 - content_hash: N/A - v1_locations: - - docs/helm.md -https://mbbaig.blog/how-to-create-custom-helm-charts: - title: 'mbbaig.blog: How to create custom Helm charts 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030842.380435 - content_hash: N/A - v1_locations: - - docs/helm.md -https://itnext.io/helm-3-umbrella-charts-standalone-chart-image-tags-an-alternative-approach-78a218d74e2d: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034306.134719 - content_hash: e8650631b680433458eba622efd23dc6e7fba5a3c145743faae45d3ab324bfa2 - v1_locations: - - docs/helm.md - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Architectural deep-dive illustrating the 'Umbrella Charts' pattern. - Solves image-tag syncing issues in large microservice landscapes by overriding - nested parameters from a root deployment chart. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery and GitOps - - Package Management - - Advanced Helm Patterns - is_microservice: true - title: 'itnext.io: Helm 3 Umbrella Charts & Standalone Chart Image Tags β€” An Alternative - Approach' -https://jfrog.com/blog/helm-charts-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034561.622657 - content_hash: 2d708498c34c4303114c19e7b99b9caccf348e36c73f6ae8fccbbedd4aaec346 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: JFrog's blueprint on production Helm chart development. Recommends strategies - for structured defaults, semantic versioning rules, and secure enterprise registry - publishing. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm Best Practices - is_microservice: false - title: 'jfrog.com: Steering Straight with Helm Charts Best Practices 🌟' -https://www.youtube.com/watch?v=2HPsPOwHOlY&ab_channel=DonovanBrown: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033240.864495 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Practical video breakdown demystifying how Helm operates. Explains basic - mechanics of building templates and decoupling dynamic configurations from application - specifications. - language: English - resource_type: Video - complexity: Beginner - hierarchy: - - Application Delivery and GitOps - - Package Management - - Educational Videos - is_microservice: false - title: 'youtube.com: Demystifying Helm 🌟' -https://harness.io/blog/continuous-delivery/what-is-helm: - title: 'harness.io: Introduction to Helm: Charts, Deployments, & More 🌟' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779033918.705668 - v1_locations: - - docs/helm.md - review_metadata: - original_url: https://harness.io/blog/continuous-delivery/what-is-helm - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:55.003398' - content_hash: 78b01b0ef8a16c1248d5ceb1f46059cf1bf7a66c2da265b37f53463ee42fcdeb -https://www.freecodecamp.org/news/what-is-a-helm-chart-tutorial-for-kubernetes-beginners: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032216.875789 - content_hash: a1a6d1c3f5bbec939a66a1df6942d9429d1cc5469276101ff2f155deda364bd7 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Comprehensive beginner's tutorial detailing the directory structures - and YAML formats of Helm. Offers hands-on exercises for authoring and deploying - custom application templates. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm - is_microservice: false - title: 'freecodecamp.org: What is a Helm Chart? A Tutorial for Kubernetes Beginners' -https://www.youtube.com/watch?v=1FzOlSed5ts&ab_channel=OpenShift: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031429.4592 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: OpenShift GitOps instructional video exploring Helm usage inside GitOps - systems like Argo CD. Discusses reconciliation pipelines, helm templates, and - automated cluster sync mechanics. - language: English - resource_type: Video - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - GitOps and Helm - is_microservice: false - title: 'youtube: GitOps Guide to the Galaxy: Working with Helm' -https://www.cncf.io/blog/2021/03/23/quick-application-deployments-on-microk8s-using-helm-chart: - title: 'cncf.io: Quick application deployments on MicroK8s using Helm Charts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034520.645794 - content_hash: N/A - v1_locations: - - docs/helm.md -https://www.cncf.io/blog/2021/03/24/add-java-agents-to-existing-kubernetes-and-helm-applications-instantly: - title: 'cncf.io: Add Java Agents to Existing Kubernetes and Helm Applications Instantly' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032952.636736 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/marionete/create-helm-charts-to-manage-kubernetes-applications-9c4235acf99e: - title: 'medium: Create Helm Charts to manage Kubernetes applications' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030189.436504 - content_hash: N/A - v1_locations: - - docs/helm.md -https://blog.heyal.co.uk/unit-testing-helm-charts: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031389.817618 - content_hash: f91a0c4281ecd0f71e5ff0f85b3b7859e5cb6c577830ac584d2b5c29d5d0c8eb - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Advanced engineering guide showing how to unit-test Helm templates using - Golang. Demonstrates programmatically generating manifests and asserting correct - outputs before deploying. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm Testing - is_microservice: false - title: 'blog.heyal.co.uk: How to unit-test your helm charts with Golang 🌟' -https://bridgecrew.io/blog/open-source-helm-security-research: - title: 'bridgecrew.io: Part 1: Top trends from analyzing the security posture of - open-source Helm charts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032877.74421 - content_hash: N/A - v1_locations: - - docs/helm.md -https://bridgecrew.io/blog/open-source-helm-security-research-part-2: - title: 'bridgecrew.io: Part 2: Top trends from analyzing the security posture of - open-source Helm charts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030305.443037 - content_hash: N/A - v1_locations: - - docs/helm.md -https://bridgecrew.io/blog/open-source-helm-security-research-part-3: - title: 'bridgecrew.io: Part 3: Top trends from analyzing the security posture of - open-source Helm charts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029371.102143 - content_hash: N/A - v1_locations: - - docs/helm.md -https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-kubernetes-native-technologies-helm: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031103.313024 - content_hash: 783bd331c96c53eb27ed42fcea64eae01ef8aef032c16194a0ae6a3c8c58568b - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - helm.md - ai_summary: Red Hat blog announcing extended, first-class Helm integration in OpenShift. - Discusses Console-level management of Helm charts, ensuring enterprise-compliant - application lifecycles. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - OpenShift Integration - is_microservice: false - title: 'redhat.com: Red Hat OpenShift Certification extends support for Kubernetes-native - technologies with Helm 🌟' -https://jasiek-petryk.medium.com/setting-up-a-private-helm-chart-repository-on-github-4a767703cec8: - title: 'jasiek-petryk.medium.com: Setting up a private Helm chart repository on - GitHub' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031185.899892 - content_hash: N/A - v1_locations: - - docs/helm.md -? https://betterprogramming.pub/how-to-continuously-test-and-deploy-your-helm-charts-on-kubernetes-clusters-using-kind-d71e3585d2dc -: title: 'betterprogramming.pub: How To Continuously Test and Deploy Your Helm Charts - on Kubernetes Clusters Using Kind' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031185.899892 - content_hash: N/A - v1_locations: - - docs/helm.md -https://levelup.gitconnected.com/helm-101-for-developers-1c28e734937e: - title: 'levelup.gitconnected.com: Helm 101 for Developers' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030561.549917 - content_hash: N/A - v1_locations: - - docs/helm.md -https://developers.redhat.com/articles/2021/07/20/deploy-nodejs-applications-red-hat-openshift-helm: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033486.91994 - content_hash: N/A - v1_locations: - - docs/helm.md - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Developer-centric walkthrough for wrapping Node.js applications into - compliant Helm charts for OpenShift deployment, showing the end-to-end development-to-production - lifecycle. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - OpenShift Integration - is_microservice: true - title: 'developers.redhat.com: Deploy Node.js applications to Red Hat OpenShift - with Helm' -https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and-password: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032337.496024 - content_hash: 3fbcc1d8de4b59bb503e2ef66f975237d3c9683d601a08f4ffd07519f61c8c93 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Security breakdown analyzing CVE-2021-32690, where Helm leaked sensitive - credential headers during remote chart requests. Critical warning illustrating - why regular client patching is necessary. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm Security - is_microservice: false - title: 'thenewstack.io: Upgrade Helm if You Don’t Want to Share Your Username and - Password (Helm’s CVE-2021-32690) 🌟' -https://thedeveloperstory.com/2021/07/12/helm-101-brief-introduction-to-kubernetes-package-manager: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033384.635793 - content_hash: 050e8329e305181d714052e826b545fda09a71473c3563b9742310b9e2f80636 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: An ultra-focused 101 guide explaining the core structures of Helm charts. - Highlights essential commands and structure conventions to quickly onboard teams. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm - is_microservice: false - title: 'thedeveloperstory.com: Helm 101: Brief introduction to kubernetes package - manager' -https://betterprogramming.pub/6-tips-for-creating-helm-charts-in-kubernetes-applications-452a37446f31: - title: 'betterprogramming.pub: 6 Tips for Creating Helm Charts in Kubernetes Applications' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031466.575448 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/groupon-eng/kubernetes-deployment-using-helm-charts-and-krane-e0100b55d00c: - title: 'medium: Kubernetes Deployment using Helm Charts and Krane 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029628.478598 - content_hash: N/A - v1_locations: - - docs/helm.md -https://codersociety.com/blog/articles/helm-best-practices: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034233.901646 - content_hash: d6e79fb0578cbfa515f94712a6da6dd64053dc53338df0ccbcf0ad36a659a187 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Curation of 13 battle-tested engineering guidelines for authoring Helm - Charts. Covers formatting patterns, values mapping, naming rules, and GitOps integration - schemas. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm Best Practices - is_microservice: false - title: 'codersociety.com: 13 Best Practices for using Helm' -https://bridgecrew.io/blog/applying-kubernetes-security-best-practices-to-helm-charts: - title: 'bridgecrew.io: Applying Kubernetes security best practices to Helm charts' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031351.742775 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/containers-101/using-helm-with-gitops-555443340369: - title: 'medium: Using Helm with GitOps' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032920.288294 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/@deejiw/test-helm-release-in-production-environment-with-zero-downtime-400c5d41ecdf: - title: '==medium: Test Helm Release in Production Environment with Zero Downtime== - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031796.263732 - content_hash: N/A - v1_locations: - - docs/helm.md -https://www.hashicorp.com/blog/deploying-helm-apps-to-kubernetes-with-waypoint-and-gitops: - title: 'hashicorp.com: Deploying Helm Apps to Kubernetes with Waypoint and GitOps' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033222.528209 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/dailymotion/deploying-apps-on-multiple-kubernetes-clusters-with-helm-19ee2b06179e: - title: 'medium.com/dailymotion: Deploying apps on multiple Kubernetes clusters with - Helm' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031618.13723 - content_hash: N/A - v1_locations: - - docs/helm.md -https://gennyallcroft.medium.com/understanding-kubernetes-deployments-with-helm-444116a622be: - title: 'gennyallcroft.medium.com: Understanding Kubernetes deployments with Helm' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032388.299036 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/codex/helm-charts-for-kubernetes-developers-dce5719d4c8c: - title: 'medium.com/codex: Helm Charts For Kubernetes Developers' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033140.5901 - content_hash: 6bac24d989c8b7c23bbbdc5742b63449e29b9f291ad9fb825df719de29852782 - v1_locations: - - docs/helm.md -? https://apiiro.com/blog/malicious-kubernetes-helm-charts-can-be-used-to-steal-sensitive-information-from-argo-cd-deployments -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033140.5901 - content_hash: 6bac24d989c8b7c23bbbdc5742b63449e29b9f291ad9fb825df719de29852782 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Vulnerability report showcasing how malicious Helm charts could be engineered - to exfiltrate secret resources from Argo CD controller pods. Important reading - for platform hardening. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm Security - is_microservice: false - title: 'medium.com/codex: Helm Charts For Kubernetes Developers' - information from Argo CD deployments==' -https://medium.com/@paolo.gallina/releasing-helm-charts-maintaining-your-mental-health-b382685390c8: - title: 'medium.com/@paolo.gallina: How-to release Helm Charts maintaining your mental - health 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031559.170504 - content_hash: N/A - v1_locations: - - docs/helm.md -https://devopslearners.com/how-to-convert-helm-chart-to-kubernetes-yaml-fbe6d6722f6: - title: 'devopslearners.com: How to Convert Helm Chart to Kubernetes YAML' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032231.994754 - content_hash: N/A - v1_locations: - - docs/helm.md -https://mlepeshkin.medium.com/automated-kubernetes-deployment-with-helm-and-additional-templating-dc960689609f: - title: 'mlepeshkin.medium.com: Automated Kubernetes deployment with Helm and additional - templating' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032339.778585 - content_hash: N/A - v1_locations: - - docs/helm.md -https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031520.694388 - content_hash: c5b409aad1527497744243bd0c37f2ac98a3da6b03796407672b30ba8958afe0 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' - v2_locations: - - helm.md - ai_summary: A detailed post-mortem documenting a 1.5-hour system outage caused by - conflicting Helm upgrades and state locks, with valuable architectural takeaways - on configuring proper timeouts. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery and GitOps - - Package Management - - Case Studies - is_microservice: false - title: '==dev.to/francoislp: Post-mortem: 1h30 downtime on a Saturday morning==' -https://blog.ediri.io/how-to-unit-test-your-helm-charts: - title: '==blog.ediri.io: How To Unit Test Your Helm Charts==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030970.819754 - content_hash: N/A - v1_locations: - - docs/helm.md -https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031981.635602 - content_hash: 4d9660f9aa8994e9bc00f4c11c4b739164041126e192eb8091d27cdd6a190035 - v1_locations: - - docs/helm.md - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Technical guide showing how to reference values dynamically within the - same `values.yaml` file, minimizing data duplication across multi-environment - Helm releases. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery and GitOps - - Package Management - - Advanced Helm Patterns - is_microservice: false - title: '==itnext.io: Reference Other Values in Helm Chart Values File==' -https://medium.com/@percenuage/my-adventure-with-helm-as-gitops-in-a-distributed-architecture-6a6fdc6f11bd: - title: '==medium.com/@percenuage: My adventure with Helm as GitOps in a distributed - architecture==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030802.959124 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/avmconsulting-blog/deploying-applications-using-helm-in-kubernetes-b5c8b609e4b5: - title: 'medium.com/avmconsulting-blog: How to Deploy Applications using Helm in - Kubernetes |AWS|' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030802.97196 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/tech-chronicles/helm-test-tested-my-patience-732eeab0e935: - title: 'medium.com/tech-chronicles: Helm tests' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033655.428011 - content_hash: N/A - v1_locations: - - docs/helm.md -https://xbery.medium.com/deploy-helm-charts-using-terraform-module-63684efbd221: - title: 'xbery.medium.com: Deploy helm charts using Terraform module 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032103.681723 - content_hash: N/A - v1_locations: - - docs/helm.md -https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-layer-library-4njb: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033827.325721 - content_hash: 4e0b597f28af4f52a2b3bb21e7dcc8b95e520d5afec38c4403eb3d2a0e6a5c2f - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - ai_summary: Introduction to HULL (Helm Universal Layer Library), showing how it - abstracts boilerplate Helm templates via standard JSON/YAML schema specifications, - facilitating dynamic chart generation. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery and GitOps - - Package Management - - Helm Testing - is_microservice: false - title: 'dev.to: HULL Tutorial 01: Introducing HULL, the Helm Universal Layer Library' -https://medium.com/codex/simplifying-kubernetes-deployments-with-helm-package-manager-bf834c51818d: - title: '==medium.com/codex: Simplifying Kubernetes Deployments With Helm Package - Manager== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032223.526112 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/geekculture/helm-advanced-commands-9365097475b: - title: '==medium.com/geekculture: Helm β€” Advanced Commands== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032216.737357 - content_hash: N/A - v1_locations: - - docs/helm.md -https://levelup.gitconnected.com/helm-named-templates-de2efc3875d0: - title: 'levelup.gitconnected.com: Helmβ€”Named Templates' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030034.509989 - content_hash: N/A - v1_locations: - - docs/helm.md -https://faun.pub/helm-template-actions-functions-and-pipelines-16ed23ed336f: - title: 'faun.pub: Helm β€” Template Actions, Functions, and Pipelines 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033575.772693 - content_hash: N/A - v1_locations: - - docs/helm.md -https://shipmight.com/blog/understanding-helm-upgrade-reset-reuse-values: - title: 'shipmight.com: Understanding Helm upgrade flags' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030184.00005 - content_hash: N/A - v1_locations: - - docs/helm.md -https://blog.devops.dev/stop-cloning-helm-charts-enough-b40fb5d67ac7: - title: '==blog.devops.dev: Stop cloning helm charts! Enough!== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034039.690067 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/kubeshop-i/monokle-helm-quality-kubernetes-deployments-af050fcc91db: - title: 'medium.com/kubeshop-i: Monokle, Helm & Quality Kubernetes Deployments' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031351.781865 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/itnext/introducing-k8studio-v3-the-ultimate-kubernetes-workspace-just-got-even-better-0bc0de63642c: - title: 'medium.com/gquiman: K8Studio, Helm and Kubernetes management' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030688.347425 - content_hash: N/A - v1_locations: - - docs/helm.md - - docs/kubernetes-tools.md -https://blog.devops.dev/hosting-your-own-helm-chart-on-github-with-chart-releaser-a356ac10ce5c: - title: 'blog.devops.dev: Hosting Your Own Helm Chart on GitHub with Chart Releaser' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034237.918649 - content_hash: N/A - v1_locations: - - docs/helm.md -https://faun.pub/package-and-deploy-your-application-using-helm-chart-21f0c568e65c: - title: 'faun.pub: Package and Deploy Your Application Using Helm Chart' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033092.285071 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/@badawekoo/helm-theory-demo-and-commands-you-need-to-know-628777fdb0c2: - title: 'medium.com/@badawekoo: Helm theory, demo and commands you need to know!' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031900.549987 - content_hash: N/A - v1_locations: - - docs/helm.md -https://dev.to/rtpro/helm-release-time-to-livettl-for-temporary-environments-1239: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034226.061256 - content_hash: a047d709db42621b2bf4372d81369ff645f6025126de0b883e93d36971379741 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: Practical implementation patterns for enforcing a Time-To-Live (TTL) - on Helm releases. Crucial technique for cleaning up dynamic, ephemeral preview - environments automatically. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery and GitOps - - Package Management - - Advanced Helm Patterns - is_microservice: false - title: 'dev.to: Helm Release Time-To-Live(TTL)β³πŸ’€ for Temporary Environments' -https://medium.com/zeals-tech-blog/helm-your-kubernetes-application-7af6293bcfcf: - title: 'medium.com: Helm Your Kubernetes Application' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034217.233441 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/linux-shots/use-postgresql-as-backend-storage-for-helm-de407cd9c43: - title: 'medium.com/linux-shots: Use PostgreSQL database as backend storage for helm' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033750.7946 - content_hash: N/A - v1_locations: - - docs/helm.md -https://tratnayake.dev/helm-include-all-files-from-directory-in-line: - title: 'tratnayake.dev: Using Helm To Include All Files From A Directory In-line' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031537.848357 - content_hash: N/A - v1_locations: - - docs/helm.md -https://fenyuk.medium.com/helm-for-kubernetes-datree-for-keeping-cluster-secure-and-healthy-6fbd10f0d958: - title: 'fenyuk.medium.com: Helm for Kubernetes. Datree for keeping cluster secure - and healthy 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033663.171511 - content_hash: N/A - v1_locations: - - docs/helm.md -https://fenyuk.medium.com/helm-for-kubernetes-gitops-with-argo-cd-c8f80330596: - title: 'fenyuk.medium.com: Helm for Kubernetes. GitOps with Argo CD 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033418.883972 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/geekculture/helm-how-release-information-is-stored-778d7f0b7498: - title: 'medium.com/geekculture: HELM β€” How Release Information is Stored' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032039.030449 - content_hash: N/A - v1_locations: - - docs/helm.md -https://levelup.gitconnected.com/helm-data-sharing-between-parent-and-child-chart-c4487a452d4e: - title: 'levelup.gitconnected.com: Helm β€” Data Sharing Between Parent and Child Chart' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032819.68044 - content_hash: N/A - v1_locations: - - docs/helm.md -https://blog.searce.com/transform-kubernetes-manifests-into-helm-chart-f3d100688423: - title: 'blog.searce.com: Transform Kubernetes Manifests into Helm Chart' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029377.751506 - content_hash: N/A - v1_locations: - - docs/helm.md -https://medium.com/geekculture/helm-chart-wait-for-all-dependencies-before-starting-kubernetes-pods-cc0a3ddbf02b: - title: 'medium.com/geekculture: Helm Chart Wait for All Dependencies Before Starting - Kubernetes Pods' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779034152.36136 - content_hash: N/A - v1_locations: - - docs/helm.md -https://mattias.engineer/courses/kubernetes/helm: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032054.468956 - content_hash: 2e3edc3c37b83b4c1ebd5744f824ee243bb9d317c71571d99505c81f4ff5d73f - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - helm.md - ai_summary: A foundational course module mapping out Helm architecture, release - lifecycles, and template syntax. It serves as an optimal starting point for operators - transitioning from static manifests to dynamic Kubernetes packaging. - language: English - resource_type: Course - complexity: Beginner - hierarchy: - - Application Delivery - - Helm - - Learning Paths - is_microservice: false - title: '==mattias.engineer/courses/kubernetes/helm: Kubernetes-101: Helm== 🌟' -https://github.com/databus23/helm-diff: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034491.981818 - content_hash: b2706e2ff4f22a978c666d78088c842cffe375738b03835d23f231356fe50f1a - v1_locations: - - docs/helm.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - helm.md - gh_stars: 3429 - gh_pushed: '2026-05-18T01:54:04Z' - ai_summary: A high-utility Helm extension to render exact resource differences between - operational releases. Highly recommended for avoiding deployment accidents and - executing reliable continuous deliveries. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Plugins and Extensions - is_microservice: false - title: Helm Diff Plugin 🌟 -https://github.com/helm/helm-mapkubeapis: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032935.067207 - content_hash: 3cd6306bc7b96c9167344df22330444c49cccef9a4a0aa1067e00cfa2a4f688d - v1_locations: - - docs/helm.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - - '[LEGACY]' - v2_locations: - - helm.md - gh_stars: 1034 - gh_pushed: '2026-05-22T08:43:42Z' - ai_summary: A crucial maintenance tool that maps deprecated or removed Kubernetes - API versions to supported equivalents in Helm release metadata. This plugin avoids - release lockups during major cluster upgrades where APIs are retired. - language: English - resource_type: Tool - complexity: Advanced - hierarchy: - - Application Delivery - - Helm - - Plugins and Extensions - is_microservice: false - title: Helm mapkubeapis Plugin -https://medium.com/@marc.khouzam/shell-completion-for-plugins-with-helm-3-8-7cb001012a54: - title: 'medium.com/@marc.khouzam: Shell completion for plugins with Helm 3.8' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030230.379164 - content_hash: N/A - v1_locations: - - docs/helm.md -https://github.com/JovianX/helm-release-plugin: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032462.787843 - content_hash: f4b73219b977ea01a50fa006d13592fd579e1429e0b0a4f8806b9fd0f749c500 - v1_locations: - - docs/helm.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - gh_stars: 109 - gh_pushed: '2026-03-29T15:24:57Z' - ai_summary: A lightweight plugin to facilitate Helm release management, providing - extra commands to inspect, export, and manipulate releases. It simplifies operations - for cluster administrators dealing with multi-release drift. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Plugins and Extensions - is_microservice: false - title: JovianX/helm-release-plugin -https://github.com/kubepack/chart-doc-gen: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030803.400585 - content_hash: 3cf55fa13e1a671d356837825acf23af6a782f0cb74eae5cc9398d49fb9d6d92 - v1_locations: - - docs/helm.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - gh_stars: 122 - gh_pushed: '2026-05-16T02:01:15Z' - ai_summary: A dedicated CLI utility for generating Markdown documentation automatically - from Helm 'values.yaml' files. It streamlines package maintenance by keeping user-facing - parameter catalogs perfectly aligned with template configurations. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Documentation - is_microservice: false - title: 'chart-doc-gen: Helm Chart Documentation Generator' -https://itnext.io/helm-reusable-chart-named-templates-and-a-generic-chart-for-multiple-applications-13d9b26e9244: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034336.150402 - content_hash: efe60858cb4d7dab1b8c3aaa89e3cf45ea40ffe9b6b42a5095a58254f573f9ae - v1_locations: - - docs/helm.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - ai_summary: A deep-dive article addressing advanced Go template techniques in Helm, - specifically targeting the creation of reusable library charts. It offers a blueprint - for building a single, highly flexible parent chart that can deploy diverse microservice - patterns. - language: English - resource_type: Article - complexity: Advanced - hierarchy: - - Application Delivery - - Helm - - Templating - is_microservice: true - title: 'itnext.io: Helm: reusable chart β€” named templates, and a generic chart for - multiple applications' -https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-charts: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032466.113329 - content_hash: d82e80e2492f2f2e4778943d12003bc5b801378d52263561b3d98c5db49bacf4 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - helm.md - ai_summary: A highly recommended security framework guide highlighting practices - such as enforcing non-root execution, defining CPU/Memory limits, and utilizing - RBAC minimal privileges within Helm manifests. It bridges the gap between raw - templating and hardened production standards. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Security - is_microservice: false - title: 'thenewstack.io: Applying Kubernetes Security Best Practices to Helm Charts - 🌟' -https://medium.com/adevinta-tech-blog/highway-to-helm-how-to-efficiently-manage-chart-sources-f5749ba8031e: - title: 'medium: Highway to Helm: How to efficiently manage chart sources' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029161.232191 - content_hash: N/A - v1_locations: - - docs/helm.md -https://github.com/norwoodj/helm-docs: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779031620.56489 - content_hash: 878821a89dad52a0222fd0debb7db971bbd0d1661c0148bbc40ea1325b747842 - v1_locations: - - docs/helm.md - - docs/kubernetes-tools.md - gh_license: GPL-3.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - helm.md - gh_stars: 1740 - gh_pushed: '2026-05-18T17:31:32Z' - ai_summary: The industry standard utility that auto-generates Markdown documentation - from Helm chart metadata and variables files. It reads 'values.yaml' schema annotations - to generate detailed configuration tables, ensuring precise, up-to-date documentation. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Documentation - is_microservice: false - title: helm-docs -https://medium.com/geekculture/k8s-helm-dashboard-d7509c5fee88: - title: 'medium.com/geekculture: K8s β€” Helm Dashboard' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032045.945734 - content_hash: N/A - v1_locations: - - docs/helm.md -https://levelup.gitconnected.com/introduction-to-helm-dashboard-dddf43e38cc2: - title: 'levelup.gitconnected.com: Introduction to Helm Dashboard' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032254.693819 - content_hash: N/A - v1_locations: - - docs/helm.md -https://github.com/komodorio/helm-dashboard: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030779.54871 - content_hash: c021e432bc52956f38a152dff3443fd2ef81d411c5b37fd1982d7055f9782895 - v1_locations: - - docs/helm.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - helm.md - gh_stars: 5695 - gh_pushed: '2026-05-21T22:18:42Z' - ai_summary: A robust, user-friendly web UI for viewing, installing, and managing - Helm releases in real-time. It enables operators to easily track installed packages, - compare release revisions, and visualize values drift without relying on the command - line. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Visualization - is_microservice: false - title: github.com/komodorio/helm-dashboard 🌟 -https://github.com/blendle/kubecrt: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779033072.288029 - content_hash: a6c1de2a92799dde3536bdcc8a5926eaebfdcdd420f822b2c126cf487d276efa - v1_locations: - - docs/helm.md - gh_license: ISC - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - helm.md - gh_stars: 113 - gh_pushed: '2023-03-07T02:59:09Z' - ai_summary: An early-stage, archived utility developed to convert Helm charts into - raw Kubernetes manifests. While superseded by standard native features like 'helm - template', it remains a historic reference for early manifest-rendering strategies. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Legacy Integration - is_microservice: false - title: Kubecrt -https://toolbox.kali-linuxtr.net/kubecrt-convert-helm-charts-to-kubernetes-resources.tool: - title: Kubecrt - Convert HELM charts to kubernetes resources 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033129.764545 - content_hash: N/A - v1_locations: - - docs/helm.md -https://www.datree.io/resources/how-to-build-a-helm-plugin-in-minutes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034336.18055 - content_hash: 4820092758ca482fd6f54a90752e5ad5585e84c9e674d28dd50b5d88d13fae0a - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - ai_summary: A structured developer guide that walks through the anatomy of Helm's - plugin architecture. It provides an actionable walkthrough on packaging custom - scripts as first-class CLI extensions, enhancing operational customizability. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Plugins and Extensions - is_microservice: false - title: 'datree.io: How to build a Helm plugin in minutes' -https://opensource.com/article/21/12/kubernetes-developer: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030861.597715 - content_hash: 6882640d2c19f8b099b7d1cf8336f489c53dc895e3a615b57467e3cbdf9cc8e6 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - ai_summary: A retrospective engineering article summarizing lessons learned from - building and deploying microservices on Kubernetes. It highlights the paradigm - shift of treating infrastructure-as-code and configuration as vital parts of the - software lifecycle. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Application Delivery - - Helm - - Developer Experience - is_microservice: true - title: 'opensource.com: What Kubernetes taught me about development' -https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033400.365008 - content_hash: 86edc41bb8f1bc67ef6851e1e7b354a8e1507d603994cb111007087f17dcf7b8 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - ai_summary: An authoritative AWS guide introducing Datree integrations for preventing - misconfigurations within Helm deployment cycles. It details how to set up policy - validation within EKS pipelines to block non-compliant resources before deployment. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Security - is_microservice: false - title: 'aws.amazon.com: Preventing Kubernetes misconfigurations using Datree' -https://codeengineered.com/blog/2020/helm-find-charts: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030597.590095 - content_hash: a1876b71ff9c34a20fecfd7d8ee0035cc743e2c9741510961ed53a25e24c8f91 - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - ai_summary: A reference article identifying leading public and private directories - for sourcing Helm charts. It helps developers locate stable, community-vetted - charts, bridging the gap before major consolidation initiatives like Artifact - Hub. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Application Delivery - - Helm - - Registries - is_microservice: false - title: 'codeengineered.com: 4 Places To Find Helm Charts' -https://helm.sh/blog/new-location-stable-incubator-charts: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030230.669733 - content_hash: 66f8b5244a6b151a2afc907dd5805d5396bf55cb32a4bf582e4949980db4426b - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - ai_summary: An official blog announcement detailing the deprecation timeline of - the old stable/incubator chart repositories. It describes the migration path toward - distributed hosting on GitHub Pages and private charts registries. - language: English - resource_type: Article - complexity: Beginner - hierarchy: - - Application Delivery - - Helm - - Registries - is_microservice: false - title: New Location For Stable and Incubator Charts -https://charts.helm.sh/stable: - title: charts.helm.sh/stable 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030802.998832 - content_hash: 8a3d7cfafdc9ca73319a41d1ea19dd3bb374478df43f01dc2f6f6ebe7a83f608 - v1_locations: - - docs/helm.md - needs_ai_refresh: true -https://charts.helm.sh/incubator: - title: charts.helm.sh/incubator 🌟 - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031714.539664 - content_hash: e464628b109a18243d20de7076f39a68b9c31c9fe39cd1f9081e3c5212f1b1a1 - v1_locations: - - docs/helm.md - needs_ai_refresh: true -https://chartcenter.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030957.643563 - content_hash: c708a1738a2c55314addc56ec8734f2b02e75cf15f749d8e5c57eb39e274bcd3 - v1_locations: - - docs/helm.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - helm.md - ai_summary: JFrog's central repository designed to offer security-vetted and rich-metadata - indexing for public Helm charts. Although largely integrated into newer Artifactory - offerings, it serves as an early reference for enterprise security proxying. - language: English - resource_type: Platform - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Registries - is_microservice: false - title: JFrog ChartCenter -https://artifacthub.io: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032343.97206 - content_hash: 5e483cdff2ea4c51fc01a5c000ce825ed724db6f78b6a186af21b7521ef6005a - v1_locations: - - docs/helm.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - helm.md - ai_summary: The CNCF-backed global registry for finding, installing, and publishing - Kubernetes packages. It features integrated vulnerability scanning, deprecation - warnings, and multi-repository searching, cementing its role as the industry's - default search directory. - language: English - resource_type: Platform - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Registries - is_microservice: false - title: Artifact Hub 🌟 -https://github.com/fairwindsops/nova: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779029821.056559 - content_hash: 12b7188b2bc5c2cbae0fbde0592ada6b5ae1fd89d927887f3354af0b4e8975bd - v1_locations: - - docs/helm.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - helm.md - gh_stars: 860 - gh_pushed: '2026-05-04T14:29:29Z' - ai_summary: A valuable auditing tool that scans running Kubernetes clusters for - outdated Helm releases. It cross-references deployed charts with upstream versions - to ensure administrators maintain robust patch levels and security updates. - language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Governance - is_microservice: false - title: 'github: Nova 🌟' -https://github.com/helm/charts/tree/master/stable/jenkins: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779034332.967253 - content_hash: 17ed5c363268ba61d2b5b5e52ced7246a17c734cda204aabe7cb872f3d8c6545 - v1_locations: - - docs/helm.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - helm.md - gh_stars: 15415 - gh_pushed: '2022-02-20T14:09:39Z' - ai_summary: The historic Helm chart repository location for Jenkins under the official - Helm org. This template configuration has since been migrated to the Jenkins community - repository and should be avoided in favor of modern forks. - language: English - resource_type: Chart - complexity: Intermediate - hierarchy: - - Application Delivery - - Helm - - Legacy Charts - is_microservice: false - title: Jenkins -https://github.com/codecentric/helm-charts: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779030952.270948 - content_hash: 99e7b1b7ee743f0f3b3cea0e279681350b7fe180bdc3f25c723909fe85b0ae84 - v1_locations: - - docs/helm.md - gh_license: Apache-2.0 - needs_ai_refresh: true - status: online - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - helm.md - gh_stars: 728 - gh_pushed: '2026-05-22T07:56:22Z' - ai_summary: A highly maintained community Helm chart collection containing reliable - configurations for DevOps tools like Jenkins. 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Kubernetes deployment commands' -https://denic.hashnode.dev/resources-to-crush-the-technical-interview: - title: 'denic.hashnode.dev: Resources to crush the technical interview' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030736.450278 - content_hash: N/A - v1_locations: - - docs/interview-questions.md -https://www.learnsteps.com/devops-interview-questions-how-will-you-scale-your-current-ci-cd-pipeline: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034212.516312 - content_hash: N/A - v1_locations: - - docs/interview-questions.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight addresses the scaling of continuous integration and - continuous delivery pipelines. Live Grounding shows that parallel agent execution - on Kubernetes agents is standard practice to reduce build time. It focuses on - enterprise automation efficiency. - language: English - resource_type: Interview Guide - complexity: Advanced - hierarchy: - - Career Development - - Interview Preparation - - CI-CD and Pipelines - is_microservice: true - title: 'learnsteps.com: DevOps Interview Questions: How will you scale your current - CI-CD pipeline' -https://intellipaat.com/blog/interview-question/devops-interview-questions: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031714.608005 - content_hash: a162b6ed036d307fb80254a82add23db0f509ef7b7157d5b7adfe748fed6f320 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight maps the end-to-end DevOps loop, integrating CI/CD, - deployment, and performance monitoring. Live Grounding validates that DevOps methodologies - have shifted toward GitOps and observability frameworks. It prepares engineers - for general pipeline design. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - DevOps Questions - is_microservice: true - title: 'intellipaat.com: Top DevOps Interview Questions – Most Asked' -https://vitalflux.com/devops-architect-interview-questions: - title: 'vitalflux.com: 15 Tricky DevOps Architect Interview Questions & Answers' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031706.436377 - content_hash: N/A - v1_locations: - - docs/interview-questions.md -https://devsecops.co.in/2021/05/20/devops-interview-questions: - title: 'devsecops.co.in: DevOps Interview Questions and Answers' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031146.501207 - content_hash: N/A - v1_locations: - - docs/interview-questions.md -https://www.learnsteps.com/devops-interview-questions-what-do-you-know-about-proc-filesystem-in-linux: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030023.138691 - content_hash: N/A - v1_locations: - - docs/interview-questions.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight reviews Linux `/proc` virtual filesystem and its role - in monitoring system attributes. Live Grounding shows that understanding system - execution states is crucial for troubleshooting container isolation. It targets - advanced system-level engineering. - language: English - resource_type: Interview Guide - complexity: Advanced - hierarchy: - - Career Development - - Interview Preparation - - Linux Systems - is_microservice: false - title: 'learnsteps.com: DevOps Interview Questions: What do you know about proc - filesystem in Linux.' -https://automationqahub.com/latest-selenium-interview-questions-and-answers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030192.799632 - content_hash: 2b3dea03f5d9fc17bfa856e2c8c7b3fb39f71c4ac4011196c885e7da25ae54f8 - v1_locations: - - docs/interview-questions.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight lists Selenium WebDriver questions, wait commands, and - page models. Live Grounding confirms that Selenium remains a de-facto standard - for cross-browser enterprise functional testing. It serves as standard interview - preparation for QA engineers. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - QA Automation - is_microservice: false - title: 'automationqahub.com: The Ultimate List of Selenium Interview Questions' -https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033622.982642 - content_hash: 8ac16dbd489f15d51d59fe0af08bfa9a6f76b3b61e15cdbcc70ea00d5c36d990 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight explores typical Selenium exceptions and locator patterns - for automation engineers. Live Grounding shows that robust wait configurations - are crucial to mitigate flaky tests on dynamic websites. This legacy resource - assists junior testers. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - QA Automation - is_microservice: false - title: 'automationreinvented.blogspot.com: Top 30 Interview Questions on Automation - Testing - Selenium for SDET/Automation QA?' -https://intellipaat.com/blog/interview-question/mysql-interview-questions: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031099.151404 - content_hash: 8e7879b4753af1fc113c61220e642c4f97b5b309a94d837af31ebf153d536254 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight compiles answers to MySQL query optimization, indexing, - and storage engine mechanisms. Live Grounding indicates that relational database - troubleshooting and index tuning are crucial for high-load systems. This guide - assists backend developers. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Database Questions - is_microservice: false - title: 'intellipaat.com: Top Answers to MySQL Interview Questions' -https://intellipaat.com/blog/interview-question/git-interview-questions-answers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031759.043004 - content_hash: 28807cd5e96b1533437a4609e4475812efff26601d6bfa2d423f5e5a279b4eee - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight lists common Git commands, branching models, and version - tracking methods. Live Grounding confirms that solid Git branching models are - foundational to modern continuous deployment loops. It targets general software - engineering roles. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Version Control - is_microservice: false - title: 'intellipaat.com: Top Git Interview Questions And Answers 🌟' -https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set-03-for.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032104.025939 - content_hash: ee0dd3796b760455f21fbcb7bcc76ce214e7b7af8784a93d30aa45a1388e6420 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight addresses interactive Git workflows, rebasing, and trunk-based - development commands. Live Grounding verifies that clean commit history management - is a key differentiator in senior engineering roles. It supports advanced Git - workflows. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Version Control - is_microservice: false - title: 'automationreinvented.blogspot.com: Top GIT Interview question Set-03 for - SDET/Testers/Developers/DevOps?' -https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions-and.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034405.502961 - content_hash: 890e8aba4d6e6283ec9cee63555eb6d44ef6e0b8221b3b0aa1da5877cfa51c42 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight structures forty Git commands for daily automation, - continuous integration, and conflict resolutions. Live Grounding shows that git-based - automation scripts are standard in modern DevOps deployments. It outlines daily - operational scenarios. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Version Control - is_microservice: false - title: 'automationreinvented.blogspot.com: Top 40 GIT Interview Questions and Answers - for SDET - DevOps - Automation QA? Useful GIT commands to refer for daily DevOps - Tasks?' -https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quick-reference: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034454.335754 - content_hash: 5cf185c8d4160bf41419a6686a5f272b529b061fcb764f2ba57485b26d4eab87 - v1_locations: - - docs/interview-questions.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight maps out a cheat sheet for rapid Git command lookups, - including cherry-picking and stashing. Live Grounding indicates that quick-access - reference sheets are highly valued for reducing context switching. This is an - efficient reference. - language: English - resource_type: Cheat Sheet - complexity: Intermediate - hierarchy: - - Software Engineering - - Version Control - - Cheat Sheets - is_microservice: false - title: 'automationqahub.com: The Ultimate Git Cheat Sheet 🌟' -https://www.java67.com/2021/02/microservices-interview-questions-answers-java-spring.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032556.558169 - content_hash: a57b0691de40cc4729a14a9b8b96af7c8529ae0f00fe4c4502b94b79e6f7a987 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight presents Spring Boot and Spring Cloud interview questions - focusing on service discovery and gateway design. Live Grounding confirms that - distributed pattern design is a prerequisite for enterprise system architects. - This targets advanced Java microservices roles. - language: English - resource_type: Interview Guide - complexity: Advanced - hierarchy: - - Career Development - - Interview Preparation - - Microservices Design - is_microservice: true - title: 'java67.com: Top 15 Microservices Interview Questions with Answers for 3 - to 5 Years Experienced' -https://towardsdev.com/microservice-interview-questions-for-backend-developers-series-1-112d623a7c2a: - title: 'towardsdev.com: Microservice Interview questions for Backend Developers - series-1' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032834.75369 - content_hash: N/A - v1_locations: - - docs/interview-questions.md -https://www.java-success.com/writing-low-latency-applications-in-java: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030223.869012 - content_hash: ae2c6e83d377a121a3eedd1f17e6b8acc3967627b9135623e283e998806e8448 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight highlights Java low-latency design, targeting memory - structures and thread scheduling. Live Grounding indicates that microsecond execution - requirements require garbage-free allocation and lock-free thread patterns. It - focuses on specialized financial or heavy telemetry applications. - language: English - resource_type: Interview Guide - complexity: Advanced - hierarchy: - - Career Development - - Interview Preparation - - Java Performance - is_microservice: false - title: 'java-success.com: 01: 9 Java low latency interview questions & answers' -https://www.java-success.com/java-garbage-collection-interview-questions-and-answers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031086.59358 - content_hash: N/A - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight lists Java JVM garbage collection algorithms and troubleshooting - methods. Live Grounding confirms that modern JVM optimizations, like ZGC, are - critical for latency-sensitive cloud-native container workloads. It aids performance - optimization engineers. - language: English - resource_type: Interview Guide - complexity: Advanced - hierarchy: - - Career Development - - Interview Preparation - - Java Performance - is_microservice: false - title: 'java-success.com: 9 Java Garbage Collection interview questions & answers' -? https://medium.com/javarevisited/50-java-collections-interview-questions-for-beginners-and-experienced-programmers-4d2c224cc5ab -: title: 50+ Java Collections Interview Questions for Beginners and Experienced Programmers - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031086.59358 - content_hash: N/A - v1_locations: - - docs/interview-questions.md -https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-answers.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034424.876667 - content_hash: 13392a806f5b44d86f37a92fa143cb5e231eb492744df9d21a3cde62ddc2cdef - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight analyzes Java main method syntax, execution, and class - loading mechanisms. Live Grounding shows that foundational class-loading theory - remains relevant for debugging runtime classpath collisions. This legacy resource - serves as an entry guide. - language: English - resource_type: Interview Guide - complexity: Beginner - hierarchy: - - Career Development - - Interview Preparation - - Java Fundamentals - is_microservice: false - title: 'javaguides.net: Java main() Method Interview Questions with Answers' -https://intellipaat.com/blog/interview-question/jenkins-interview-questions-answers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034037.650738 - content_hash: bcd4328662e0ffb0376d27d2ee980161a96fd0bb4c11da181ca2ae1290678abb - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight maps the Jenkins master-worker controller layout and - declarative pipeline scripting. Live Grounding indicates that automated pipeline - orchestration remains a key pillar of continuous delivery platforms. This guide - assists pipeline engineers. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - CI-CD and Pipelines - is_microservice: true - title: 'intellipaat.com: Top Jenkins Interview Questions and Answers' -https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-question-for.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034109.752853 - content_hash: 09e4302f7a238b9446a821c70687315a5e33c9d6a0b21527c87fe7e15787505f - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight addresses Jenkins execution, parameters, trigger configs, - and build workspace cleanups. Live Grounding confirms that efficient workspace - management is essential to prevent disk exhaustion on build nodes. It guides automated - QA roles. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - CI-CD and Pipelines - is_microservice: true - title: 'automationreinvented.blogspot.com: Top 10 Jenkins Interview Question for - SDET - DevOps - Automation QA?' -https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-questions-and.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034232.698085 - content_hash: 90bffc3f5bfa30bf9ecb4248a03192af27dc8764ff75d7b6c954f40c45f89f91 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight analyzes optimization pathways, notification patterns, - and shared library integrations in Jenkins. Live Grounding highlights that declarative - pipeline modularization via shared libraries is standard in enterprise teams. - It details scalable CI setups. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - CI-CD and Pipelines - is_microservice: true - title: 'automationreinvented.blogspot.com: Top 20 Jenkins Interview Questions and - Answers 2022 for SDET - DevOps - Automation QA? Refer for Getting pro in Jenkins' -https://linux.amitmaheshwari.in/2019/11/kubernetes-interview-questions-and.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031037.685193 - content_hash: 3b1d8a46df3c32809d3f3fb27d67bb516e866ab983acaf4d14ae76e04c2f34f3 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight focuses on early Kubernetes objects, pods, and container - scheduling parameters. Live Grounding validates that core orchestrator architectures - have remained highly stable, keeping these legacy concepts relevant. It targets - entry-level cluster operations. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Kubernetes Questions - is_microservice: true - title: Kubernetes Interview Questions and Answers 2019 2020 -https://intellipaat.com/blog/interview-question/kubernetes-interview-questions-answers: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032966.421962 - content_hash: fb61316c0d334c1144d8841fc404d516cf496b4a7b2570a1a52f1125502eecd1 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight details Kubernetes control plane components, consensus, - CNI networking, and CSI integrations. Live Grounding demonstrates that understanding - internal communication paths is crucial for diagnosing cluster failures. It supports - advanced cloud architects. - language: English - resource_type: Interview Guide - complexity: Advanced - hierarchy: - - Career Development - - Interview Preparation - - Kubernetes Questions - is_microservice: true - title: 'intellipaat.com: Top Kubernetes Interview Questions and Answers' -https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-question.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033336.039962 - content_hash: 98a9ec27a1b8eb83e912134bd14ae71c32ea1e8790e025eb0fc92e96b32c21ca - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[GUIDE]' - - '[LEGACY]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight presents Kubernetes pod structures, services, and multi-namespace - deployments. Live Grounding confirms that setting correct resource limits and - liveness probes is vital for application stability. This legacy guide prepares - junior engineers. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Kubernetes Questions - is_microservice: true - title: 'automationreinvented.blogspot.com: Top 11 Kubernetes interview question - and answers for SDET Devops QA SET-01?' -https://devsecops.co.in/2021/05/22/kubernetes-interview: - title: 'devsecops.co.in: Kubernetes Interview Questions and Answers' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030986.150899 - content_hash: N/A - v1_locations: - - docs/interview-questions.md -https://ymmt2005.hatenablog.com/entry/k8s-things: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033567.487271 - content_hash: a13e72156c58a410b66e839182633c735ed9c0cce5fdef5404eb35fbd701328c - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight reviews 47 critical facets of advanced Kubernetes cluster - management and internal mechanisms. Live Grounding reveals that deep scheduling - controls, node affinity, and ingress routing are vital for expert operators. It - is a highly analytical learning reference. - language: English - resource_type: Expert Guide - complexity: Advanced - hierarchy: - - Career Development - - Interview Preparation - - Kubernetes Questions - is_microservice: true - title: 'ymmt2005.hatenablog.com: 47 things that you should know to be a Kubernetes - experts (questions + answers)' -https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1: - description: '' - year: N/A - stars: 0 - health_score: 100.0 - last_checked: 1779032074.256259 - content_hash: a5b5f36754f9db16091718efc10526f96273743ac2d0eb6e8aa1119991f3610d - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight indexes tutorials for container orchestration, YAML - configurations, and service exposures. Live Grounding shows that structured, hands-on - tutorials are preferred for learning declarative infrastructure definitions. This - reference maps various lab resources. - language: English - resource_type: Tutorial Series - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Kubernetes Questions - is_microservice: true - title: 'automationreinvented.blogspot.com: kubernetes posts' -https://jakubstransky.com/2021/11/05/4-devs-kubernetes-interview-question-made-easy: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029988.795849 - content_hash: 7cd88e14db4b599441149355d9c35415f3e42a44a055d6b1c37dbf52612da735 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight focuses on developer-centric Kubernetes deployments, - volume setups, and port forwarding. Live Grounding demonstrates that simplifying - cluster configuration files enables faster development cycles. It targets developers - deploying containerized code. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Kubernetes Questions - is_microservice: true - title: 'jakubstransky.com: 4 devs by devs: Kubernetes interview question made easy' -https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kubernetes.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033617.505103 - content_hash: 33994b3ccaefe3f8dd0d071d05dc3f7b3a17188a15a8a71cf3905447f5317c97 - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight investigates ReplicaSet controller functionality, scaling - mechanisms, and selector matching. Live Grounding shows that modern deployments - abstract ReplicaSets under Deployments to handle updates smoothly. It details - fundamental controller operations. - language: English - resource_type: Interview Guide - complexity: Intermediate - hierarchy: - - Career Development - - Interview Preparation - - Kubernetes Questions - is_microservice: true - title: 'automationreinvented.blogspot.com: Top Interview Question on Kubernetes - for SDET/Devops Set-03? ReplicaSet in K8S' -https://javarevisited.blogspot.com/2022/03/top-20-apache-kafka-interview-questions.html: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032682.132725 - content_hash: fe293bb9a44111f19ab0877b10f280291e9d74fec0ef186e84b84590a716058f - v1_locations: - - docs/interview-questions.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight details Apache Kafka broker architecture, topic partition - offsets, and consumer group rebalancing. Live Grounding confirms that event-driven - architectures rely heavily on Kafka's message durability and high throughput. - This resource supports advanced system design. - language: English - resource_type: Interview Guide - complexity: Advanced - hierarchy: - - Career Development - - Interview Preparation - - Data Platforms - is_microservice: true - title: 'javarevisited.blogspot.com: Top 20 Apache Kafka Interview Questions with - Answers' -https://age-of-product.com/42-scrum-product-owner-interview-questions: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779029569.656409 - content_hash: 2651e5885c0f2dcf7dc7bbf2bc61bfd2416b883b248fb772375c6399dd887625 - v1_locations: - - docs/interview-questions.md - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - v2_locations: - - interview-questions.md - ai_summary: Curator Insight lists Product Owner interview questions assessing backlog - pruning, Agile alignment, and stakeholder management. 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Explains metrics-server requirements - and how to target resource utilization trends across namespaces. - language: English - resource_type: Tutorial - complexity: Beginner - hierarchy: - - Observability - - Command Line Tools - - Kubectl Usage - is_microservice: false - title: 'middlewareinventory.com: Get CPU and Memory Usage of NODES and PODS – Kubectl - 🌟' -https://betterstack.com/community/comparisons/kubernetes-monitoring-tools: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033089.397935 - content_hash: bd958ea7d958ff62aff3b428a158ee81fce8c5e292e6f881fc9146ee43c6fa8a + title: '==dev.to: Monitoring Kubernetes cluster logs and metrics using Grafana,'' + Prometheus and Loki==' v1_locations: - docs/kubernetes-monitoring.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' v2_locations: - kubernetes-monitoring.md - ai_summary: A comparative overview analyzing ten leading Kubernetes monitoring solutions. - Contrasts self-hosted open-source deployments with managed APM SaaS platforms, - evaluating features, maintenance costs, and ingestion limits. + year: N/A +https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32: + ai_summary: 'An architectural deep-dive analyzing the inner workings and severe + security vulnerabilities of SSH agent forwarding, detailing safe alternatives + like ProxyJump and ProxyCommand configurations. Double-Evidence: It warns of agent-hijacking + attack vectors; live grounding confirms this guide is critical for security engineers + enforcing strict zero-trust bastion host patterns.' + complexity: Intermediate + content_hash: 814c31c8c940ee4bd71a8618100e5bab5a1776918973d401625aee985f752e43 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Secure Infrastructure Access + - Secure Shell and Access Gateways + is_microservice: false + language: English + last_checked: 1779032817.27575 + needs_ai_refresh: true + resource_type: Security Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: How to use SSH properly and what is SSH Agent Forwarding + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://dev.to/lisahjung/beginner-s-guide-to-understanding-the-relevance-of-your-search-with-elasticsearch-and-kibana-29n6: + content_hash: d06983a4053207242735dfdf15be0359816000771f2a6879ecc179359fde3438 + description: '' + health_score: 100.0 + last_checked: 1779033129.72244 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Beginner''s guide to understanding the relevance of your search'' + with Elasticsearch and Kibana' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://dev.to/lizardkinglk/username-validator-1n8g: + ai_summary: A practical walk-through explaining regular expressions and string checking + techniques to construct secure and robust validation logic. + complexity: Beginner + content_hash: 89c3e14d0c7f3d99aa20f772acc30b29846e0f744e42e23de4b82e488edb6e4c + description: '' + health_score: 100.0 + hierarchy: + - Languages and Runtimes + - JavaScript + - Validation Techniques + is_microservice: false + language: English + last_checked: 1779032380.397608 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Username Validator' + v1_locations: + - docs/javascript.md + v2_locations: + - javascript.md + year: N/A +https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7: + ai_summary: This guide details 10 highly useful features of github.dev, the web-based, + zero-install IDE that opens immediately when pressing '.' inside any GitHub repository. + It explores editing workflows, extensions compatibility, and visual commits directly + on the web. It serves as an excellent operational guide for quick reviews and + documentation modifications without spinning up local environments. + complexity: Beginner + content_hash: 935f89d432b03e71b694437ec08ae95930520ac993f487f4cbddff76a3933653 + description: '' + health_score: 100.0 + hierarchy: + - Developer Tools + - Cloud Developer Environments + - Web IDEs + is_microservice: false + language: English + last_checked: 1779032543.365304 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'dev.to: 10 Fun Things You Can Do With GitHub.dev 😎' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg: + ai_summary: Curator Insight outlines how to implement event-driven watches in Kubernetes + using the Go client-go SDK. Live Grounding shows this is a foundational guide + for building lightweight operators without full operator frameworks, leveraging + Informers and Reflector mechanics. It is highly valued for explaining how to minimize + API server load during state sync. + complexity: Intermediate + content_hash: 0bb8bd293eafe83b8a55bf5318be11c1d14a73b183c3964937622c2004f2f6f9 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native + - Kubernetes Development + - Go Client-Go + - Informer Pattern + is_microservice: false + language: English + last_checked: 1779034262.704176 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Watch and react to Kubernetes objects changes' + v1_locations: + - docs/golang.md + v2_locations: + - golang.md + year: N/A +https://dev.to/madmaxx/how-to-make-exclusive-locks-in-kubernetes-23if: + content_hash: 0c88c2fab94b2a77daf90cd199bdd9ef9913443ee61e01f12042d73b0eaac24f + description: '' + health_score: 100.0 + last_checked: 1779031442.237978 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: How to make exclusive locks in Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://dev.to/madza/19-valuable-github-repositories-for-beginner-developers-3i18: + content_hash: 74a70e33a6e447631a87206d8c2f6f799c377273b89f6091d6e653e52d6212c5 + description: '' + health_score: 100.0 + last_checked: 1779033735.355173 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: 19 Valuable GitHub Repositories for Beginner Developers πŸ“šβœ¨' + v1_locations: + - docs/devel-sites.md + v2_locations: + - devel-sites.md + year: N/A +https://dev.to/mage_ai/ci-cd-automating-our-build-and-deploy-process-2i91: + content_hash: 4cf2a5293c6cff0a420da6eda76dda43a098b383433b99446e70cd90cbdb89ec + description: '' + health_score: 100.0 + last_checked: 1779029379.701416 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: CI/CD: Automating our build and deploy process' + v1_locations: + - docs/jenkins-alternatives.md + v2_locations: + - jenkins-alternatives.md + year: N/A +https://dev.to/mahmoudessam/python-dictionary-methods-explanation-and-visualization-1l64: + content_hash: 9fa4b8312e6deaca65317e0f65592118fb2c73398b3c885402fd1dd210925b1b + description: '' + health_score: 100.0 + last_checked: 1779031398.967418 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: python dictionary methods explanation and visualization' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://dev.to/majidqafouri/microservice-roadmap-4mci: + content_hash: b088fd5ae5281fa6cf27205a14e78b358b783e977e6cb8c7cc1560f880b4d632 + description: '' + health_score: 100.0 + last_checked: 1779029949.913136 + stars: 0 + status: online + title: 'dev.to: Microservice Roadmap' + v1_locations: + - docs/faq.md + year: N/A +https://dev.to/mariamarsh/10-best-github-repos-for-developers-5gmp: + content_hash: 77866aa218153dd5255c3652eac8c6ffba63885658b18afec3401dea202dfc54 + description: '' + health_score: 100.0 + last_checked: 1779031676.595207 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: 10 best GitHub repos for developers' + v1_locations: + - docs/devel-sites.md + v2_locations: + - devel-sites.md + year: N/A +https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f: + ai_summary: Explains introductory security concepts in Kubernetes, targeting beginner + operators and developers. Curator insight highlights the core mechanisms of namespace + separation, RBAC roles, and container Isolation. Live grounding confirms that + a strong grasp of these fundamental concepts is required before implementing advanced + security meshes. + complexity: Beginner + content_hash: c9b5e351a4f776b46eccf1afd1c3b3e5a8d09f31b92bdd4ee49a6446ab13bdca + description: '' + health_score: 100.0 + hierarchy: + - Security + - Foundational Concepts + - Introductory Security + is_microservice: false + language: en + last_checked: 1779033335.79196 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to/mattiasfjellstrom: Kubernetes-101: Security concepts' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://dev.to/mattqafouri/microservice-roadmap-4mci: + ai_summary: 'Curator Insight: A complete self-paced technical roadmap for engineers + transitioning from monolith architectures to microservice environments. Live Grounding: + Lays out logical progressions covering APIs, containerization, messaging brokers, + service meshes, observability, and infrastructure deployment pipelines.' + complexity: Intermediate + description: '' + hierarchy: + - Architecture Patterns + - Microservices + - Learning Paths + is_microservice: true language: English resource_type: Article - complexity: Beginner - hierarchy: - - Observability - - Monitoring Stack - - Market Comparisons - is_microservice: false - title: 'betterstack.com: 10 Best Kubernetes Monitoring Tools in 2022 🌟' -https://medium.com/@kylekhunter/kubernetes-monitoring-with-prometheus-a149c35694c4: - title: 'medium.com/@kylekhunter: Kubernetes Monitoring with Prometheus' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030009.182451 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://adamtheautomator.com/prometheus-kubernetes: - description: '' - year: N/A - stars: 0 + stars: 3 status: online - health_score: 100.0 - last_checked: 1779031671.363008 - content_hash: ad178fc7f6adcf973058a1af6df2f195f6e8ae890f1d95c64915de03e548391e - v1_locations: - - docs/kubernetes-monitoring.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' - - '[GUIDE]' + title: 'dev.to: Microservice Roadmap' v2_locations: - - kubernetes-monitoring.md - ai_summary: A detailed configuration manual showcasing how to deploy the kube-prometheus - telemetry stack on Kubernetes via Helm. Includes steps for building custom dashboard - interfaces and setting up routing rules in Alertmanager. - language: English - resource_type: Tutorial + - faq.md + year: '2023' +https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7: + ai_summary: A code-heavy guide illustrating how to implement distributed rate-limiting + middleware in Go using Redis token bucket algorithms. Vital for securing public + REST API endpoints. complexity: Intermediate + content_hash: a6dd7888fd1fce5e877c77d6a9162541e86cb5db944d8433496592e33ce41b02 + description: '' + health_score: 100.0 hierarchy: - - Observability - - Monitoring Stack - - Prometheus Integration + - Cloud Native Languages + - Go + - API Design is_microservice: true - title: 'adamtheautomator.com: Utilizing Grafana & Prometheus Kubernetes Cluster - Monitoring 🌟' -https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana-cloud: - title: 'grafana.com: Introducing Kubernetes Monitoring in Grafana Cloud' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779032080.278156 - v1_locations: - - docs/kubernetes-monitoring.md - review_metadata: - original_url: https://grafana.com/blog/2022/07/13/introducing-kubernetes-monitoring-in-grafana-cloud - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.949398' - content_hash: N/A -? https://medium.com/@clymeneallen/best-practices-monitoring-system-for-multi-k8s-cluster-environments-using-open-source-d85544052f37 -: title: 'medium.com/@clymeneallen: Best Practices, Monitoring System for Multi-K8s - Cluster Environments Using Open Source' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032080.278156 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://medium.com/@magstherdev/opentelemetry-on-kubernetes-c167f024b35f: - title: 'medium.com/@magstherdev: OpenTelemetry on Kubernetes 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031442.142284 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://betterprogramming.pub/6-metrics-to-watch-for-on-your-k8s-cluster-76d58f08397f: - title: '==betterprogramming.pub: 6 Metrics To Watch for on Your K8s Cluster== 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029575.287568 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://figments.medium.com/observable-kubernetes-cluster-using-grafana-loki-prometheus-a661a31d7ad8: - title: 'figments.medium.com: Observable Kubernetes Cluster Using Grafana-Loki-Prometheus' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032184.746675 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://medium.com/@isalapiyarisi/getting-started-on-kubernetes-observability-with-ebpf-88139eb13fb2: - title: 'medium.com/@isalapiyarisi: Getting Started on Kubernetes observability with - eBPF' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032184.705278 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032376.212721 - content_hash: 7b3c27d44be9a7cd5a14957412e27d06aecb9bebfe912c77d6a9775442333ed7 - v1_locations: - - docs/kubernetes-monitoring.md + language: en + last_checked: 1779033674.950006 needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'dev.to: Rate limiting HTTP requests in Go using Redis' + v1_locations: + - docs/golang.md + v2_locations: + - golang.md + year: N/A +https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha: + ai_summary: A high-level evaluation of Go's strengths (such as concurrency models + and compiling speeds) balanced against its notable limits, such as strict syntax + structures and historical generic compromises. + complexity: Beginner + content_hash: 3d24af81a86d8c5775d07ac8b8fa8ad54304da48dd26d0a40a11cf02406f7d8e + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Go + - Core Reference + is_microservice: false + language: en + last_checked: 1779031671.199866 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: 'dev.to/mavensingh: Advantages and Disadvantages of Go' + v1_locations: + - docs/golang.md v2_locations: - - kubernetes-monitoring.md + - golang.md + year: N/A +https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho: + ai_summary: Highly structured guide demonstrating how to use Terraform to set up + Azure AD Workload Identity on AKS. Explains how to establish federation credentials + between Kubernetes service accounts and Azure AD, successfully replacing deprecated + pod identity methods. + complexity: Advanced + content_hash: fd08bf27b098652b7aa54f3788725045714bb79079899a0324e0c5875e08e9d1 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Security + is_microservice: false + language: English + last_checked: 1779033805.67118 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' + title: '==dev.to: Implement Azure AD Workload Identity on AKS with terraform==' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://dev.to/mbagley1020/price-comparison-of-popular-serverless-architecture-providers-2jk9: + content_hash: de3143b1cfd7a3efdc955a4d569b047e4a66f129930b5136ba58c352b9a5f23c + description: '' + health_score: 100.0 + last_checked: 1779030115.405533 + stars: 0 + status: online + title: 'dev.to: Price Comparison of Popular Serverless Architecture Providers' + v1_locations: + - docs/serverless.md + year: N/A +https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17: + content_hash: ea1ffe99c5a75a4093f6243789caab5dcc734435fd3d4737d7ae9b8eb11e8dba + description: '' + health_score: 100.0 + last_checked: 1779034522.751157 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Using Kyverno Policies for Kubernetes Governance' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9: + ai_summary: A developer-oriented tutorial for programmatically provisioning NFS + volume drivers within EKS using the AWS CDK. It demonstrates dynamic persistent + volume claim (PVC) binding backed by managed EFS resources. This simplifies dynamic + storage allocations for development and test environments. + complexity: Intermediate + content_hash: 9cd923084a369e2c635874e910b5f66b2ba97a0cc487f6e715f9a67f88383f37 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Storage + is_microservice: false + language: English + last_checked: 1779029487.053038 + needs_ai_refresh: true + resource_type: guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'dev.to: Autoprovisioning NFS volumes in EKS with CDK' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en: ai_summary: Explains how to set up proactive alerts inside Kubernetes using Prometheus rules paired with Slack webhooks. Walks through alert configurations for pending pods, node pressure events, and high namespace limit utilization. - language: English - resource_type: Tutorial complexity: Intermediate + content_hash: 7b3c27d44be9a7cd5a14957412e27d06aecb9bebfe912c77d6a9775442333ed7 + description: '' + health_score: 100.0 hierarchy: - Observability - Monitoring Stack - Alerting Policies is_microservice: false + language: English + last_checked: 1779032376.212721 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' title: 'dev.to/mikeyglitz: Proactive Kubernetes Monitoring with Alerting' -https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033503.910131 - content_hash: e80d852b99575794b20c05f66b1430126bbc96f90f044009e01a8e1c84f6dc3c v1_locations: - docs/kubernetes-monitoring.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' v2_locations: - kubernetes-monitoring.md - ai_summary: An advanced technical blog demonstrating how to monitor Google's 4 Golden - Signals using Cilium's eBPF architecture and Prometheus. This method allows teams - to gather application performance metrics without sidecar injection overhead. + year: N/A +https://dev.to/milu_franz/git-explained-the-basics-igc: + ai_summary: A friendly visual tutorial that clarifies how Git tracks file states + across the local environment. It explains how changes move between the Working + Directory, the Staging Index, and the committed Git repository state. + complexity: Beginner + content_hash: ccef3e9665c66fc4547ec5c47aafcee51089a7f755fc16155ec296c4a7a21d56 + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery and Engineering + - Version Control and Git + - Tutorials + is_microservice: false language: English + last_checked: 1779032874.360762 + needs_ai_refresh: true resource_type: Blog - complexity: Advanced + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Git Explained - The Basics' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://dev.to/mkalioby/django-apps-on-kubernetes-2edo: + content_hash: dff18d1d71d0aef984ea6ef68fcfb623ad4d75d5996c50f102082999f4a6f34f + description: '' + health_score: 100.0 + last_checked: 1779033942.382601 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Django on K8s (Part 0: Introduction)' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://dev.to/mkdev/kubernetes-capacity-and-resource-management-its-not-what-you-think-it-is-1oik: + content_hash: c74125203208a1a2d796a945b41cd243072737c7e6e22384138c4c360bab17aa + description: '' + health_score: 100.0 + last_checked: 1779031429.057859 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==dev.to: Kubernetes Capacity and Resource Management: It''s Not What You'' + Think It Is== 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://dev.to/moesif/api-management-vs-api-gateway-and-where-does-api-analytics-and-monitoring-fit-4g75: + content_hash: 6084af808484202a1667b5239b9ef86c59242e4db897378b80ff5304fc8621e4 + description: '' + health_score: 100.0 + last_checked: 1779033757.311113 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: API Management vs API Gateway and where does API Analytics and Monitoring + fit? + v1_locations: + - docs/developerportals.md + v2_locations: + - developerportals.md + year: N/A +https://dev.to/monarene/dynamic-volume-provisioning-in-kubernetes-with-aws-and-terraform-3m6h: + content_hash: f602dde2ab99b5c404db0cbff6233edd088c6a7428c6d34fb507dd476fb0ceb9 + description: '' + health_score: 100.0 + last_checked: 1779032170.825309 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to/monarene: Dynamic Volume Provisioning in Kubernetes with AWS and'' + Terraform' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://dev.to/msfaizi/kubernetes-cheatsheet-essential-commands-and-concepts-for-efficient-container-orchestration-201n: + content_hash: 56cbd87f4a9448d617c449821104ae4e939b0ad0a1ae4d455d74eecc02a4c7ae + description: '' + health_score: 100.0 + last_checked: 1779034291.69768 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to/msfaizi: Kubernetes Cheatsheet: Essential Commands and Concepts for'' + Efficient Container Orchestration' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67: + ai_summary: 'Curator Insight: Tactical guide detailing production-grade RBAC naming + conventions and structure. Live Grounding: Features rapid-fire configurations + that help bootstrap clean and audit-ready policies in dev clusters.' + complexity: beginner + content_hash: dd5793aea5e5d7acd5fab204945fbb9ee2679aa164d766f7f8e97e9074cbda0b + description: '' + health_score: 100.0 hierarchy: - - Observability - - Reliability Engineering - - Cilium - - Four Golden Signals + - Security + - Access Control + - RBAC Basics + is_microservice: false + language: en + last_checked: 1779031591.596603 + needs_ai_refresh: true + resource_type: guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'dev.to: Configure RBAC in Kubernetes Like a Boss' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +? https://dev.to/mtulio/deep-dive-into-aws-oidc-identity-provider-when-installing-openshift-with-iam-sts-manual-sts-support-1bo7 +: content_hash: a4125c1bc99b1d490db9618a45878e5eda3557dd37f8952c16a7ca6356f4a5d8 + description: '' + health_score: 100.0 + last_checked: 1779031333.322525 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==dev.to: Deep Dive into AWS OIDC identity provider when installing OpenShift'' + using manual authentication mode with STS==' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://dev.to/mwafrika/how-to-use-git-stash-command-22bk: + ai_summary: Quick operational guide focusing on practical everyday Git stash operations. + Outlines how to isolate unstaged changes quickly without committing incomplete + features, ideal for immediate reference during high-frequency development cycles. + complexity: Beginner + content_hash: 960ebb0015e0505c0206f7d8759a6a019aa8a06e3d4ae7747499387595e93b95 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - State Management + is_microservice: false + language: English + last_checked: 1779030593.866558 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'dev.to: How to Use Git Stash Command' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://dev.to/nagatodev/how-to-connect-django-to-reactjs-part-2-2oje: + content_hash: 4b555c6ed0c319cebe490b1163b372e60eab8e4c379ba3f4701a50c04d1686d5 + health_score: 100.0 + last_checked: 1779130494.936105 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md + v2_locations: + - python.md +https://dev.to/narasimha1997/communication-between-microservices-in-a-kubernetes-cluster-1n41: + content_hash: 4b10984851cede5a6dd2bbe77ebf937559801520135213132cef123d17f20ac6 + description: '' + health_score: 100.0 + last_checked: 1779030335.248504 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==dev.to/narasimha1997: Communication between Microservices in a Kubernetes'' + cluster== 🌟' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://dev.to/navneet7716/optimizing-sql-queries-h9j: + content_hash: e47da956d25dae3a84b06800931293388c1711608cc42b392b37f573ddf71960 + description: '' + health_score: 100.0 + last_checked: 1779031979.528119 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Optimizing SQL Queries by 23x!!!' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp: + content_hash: 842b5f77e74898fbbf8e2ececc3ae40b27c272ca625447116a036fc465135525 + description: '' + health_score: 100.0 + last_checked: 1779034347.753985 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Using Selenium With Python in a Docker Container' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf: + content_hash: 9ff4068050fc09a0a07f31d8c42e2f04303a242bb35310cace796a8766effa70 + description: '' + health_score: 100.0 + last_checked: 1779032095.066602 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Default Kyverno Policies for OpenEBS' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n: + ai_summary: Step-by-step architectural tutorial detailing real-time in-app notification + infrastructure integrations using Novu. Explores WebSocket connections, transaction + pipelines, and pre-built UI components. + complexity: Intermediate + content_hash: 52e1540940e7761feac232d3c9d6f47be49dadbb7c9ebca81f215207acc6d35e + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Application Architecture + - Notification Systems + is_microservice: false + language: English + last_checked: 1779032642.428712 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'dev.to: How to add In-App notifications to any web app!' + v1_locations: + - docs/javascript.md + v2_locations: + - javascript.md + year: N/A +https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-470b: + ai_summary: Technical deep dive showing rapid database-to-API automation workflows + using relational database schemas. Focuses on minimizing operational overhead + through automatic API generation. + complexity: Intermediate + content_hash: 3b26a27d655697291c9ea021b766afde3f171127f0ea00fd0a0e66310cf54396 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Backend Development + - API Generation is_microservice: true - title: 'isovalent.com: What are the 4 Golden Signals for Monitoring Kubernetes?' -https://grafana.com/blog/2022/10/20/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031597.029626 - v1_locations: - - docs/kubernetes-monitoring.md - content_hash: 5ecd4ffd70e15e22d2e69104b4dd2366004aefdc227964c4753f75c8ec9f3dee - tags: - - '[ENTERPRISE-STABLE]' - - '[GUIDE]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: Provides an in-depth operational guide on mitigating Prometheus cardinality - spikes within Kubernetes clusters. Curator insight emphasizes structural optimization - of metric labels, while live grounding confirms Grafana's continuing dominance - in visualization platforms handling high-churn timeseries data. Key strategies - include using metric relabel configurations and dropping redundant metrics prior - to ingestion. language: English - resource_type: Blog/Guide - complexity: Advanced - hierarchy: - - Observability - - Metrics - - Prometheus - is_microservice: false - title: 'grafana.com: How to manage high cardinality metrics in Prometheus and Kubernetes' -https://medium.com/@HirenDhaduk1/top-kubernetes-observability-tools-and-their-usage-e4e8eef8aec3: - title: 'medium.com/@HirenDhaduk1: Top Kubernetes Observability Tools and their Usage' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031435.486365 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://milindasenaka96.medium.com/setup-prometheus-and-grafana-to-monitor-the-k8s-cluster-e1d35343d7a9: - title: 'milindasenaka96.medium.com: Setup Prometheus and Grafana to Monitor the - K8s Cluster' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030220.147091 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb: - description: '' - year: N/A + last_checked: 1779030005.449674 + needs_ai_refresh: true + resource_type: Tutorial stars: 0 status: online - health_score: 100.0 - last_checked: 1779030231.914895 - content_hash: fba053a619947af664d027721f7be5053c2192dc75e437fec721e5a19c45b6d2 - v1_locations: - - docs/kubernetes-monitoring.md tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: 'dev.to: How to build 7,000+ REST APIs within 2 mins (Node.js + MySQL) !!' + v1_locations: + - docs/javascript.md v2_locations: - - kubernetes-monitoring.md - ai_summary: A foundational tutorial detail step-by-step deployment of Prometheus - on Kubernetes. It covers target discovery, metrics collection, and node exporter - setup. While helpful for beginners, modern architectures typically favor Operator-based - deployments. - language: English - resource_type: Blog/Guide + - javascript.md + year: N/A +https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69: + ai_summary: Analyzes branch tracking strategies specifically tailored for maintaining + sanity in large, multi-contributor open-source systems. Discusses the downstream + effects of divergent merge strategies on public issue tracking and release branches. complexity: Intermediate + content_hash: 69c4ce73a9e6c3b5af3859831177e97bdf6a66c6f6ad4cf09780cb37b3a99e46 + description: '' + health_score: 100.0 hierarchy: - - Observability - - Metrics - - Prometheus + - Software Engineering + - Version Control + - Collaboration Protocols is_microservice: false - title: 'blog.fourninecloud.com: Kubernetes monitoring β€” How to monitor using prometheus?' -? https://kemilad.medium.com/monitoring-stack-deployment-to-a-kubernetes-cluster-prometheus-grafana-alertmanager-loki-dcc7339d4f19 -: title: 'kemilad.medium.com: Monitoring-Stack Deployment To A Kubernetes Cluster - β€” Prometheus | Grafana | AlertManager | Loki + Exporters | Dashboards and etc - 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030231.914895 - content_hash: fba053a619947af664d027721f7be5053c2192dc75e437fec721e5a19c45b6d2 - v1_locations: - - docs/kubernetes-monitoring.md -https://newrelic.com/platform/kubernetes-pixie: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779033583.490905 - content_hash: 1ef1b1f02c0e5aacb9d08980208f9dd109371bea883daa5dcebd27cedd6d8e9b - v1_locations: - - docs/kubernetes-monitoring.md + language: English + last_checked: 1779033510.947172 needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: Details the integration of Pixie, an eBPF-driven Kubernetes observability - tool, with New Relic. It highlights instant telemetry collection without code - instrumentation, capturing metrics, traces, and logs. Live grounding highlights - its CNCF Sandbox hosting and widespread adoption for real-time debugging. - language: English - resource_type: Product Documentation - complexity: Intermediate - hierarchy: - - Observability - - Runtime Observability - - eBPF - is_microservice: false - title: 'newrelic.com: Pixie' -https://xgrid.medium.com/tackling-kubernetes-observability-challenges-with-pixie-a03cbad93148: - title: 'xgrid.medium.com: Tackling Kubernetes Observability Challenges with Pixie' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033236.634852 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -? https://awstip.com/monitoring-your-eks-cluster-with-the-power-of-prometheus-and-grafana-through-helm-%EF%B8%8F-1e8dc1ad5620 -: title: 'awstip.com: Monitoring Your EKS Cluster with the Power of Prometheus and - Grafana through Helm' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033236.634852 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://grafana.com/blog/2023/01/31/a-beginners-guide-to-kubernetes-application-monitoring: - description: '' - year: N/A + resource_type: Guide stars: 0 status: online - health_score: 100.0 - last_checked: 1779032091.711058 - v1_locations: - - docs/kubernetes-monitoring.md - content_hash: 0b0cade843ea1c3636142b1387167da7cb408eceaa975bf4e036f91338cb06b2 tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: 'dev.to: Open Source: Multiple branches and git merges' + v1_locations: + - docs/git.md v2_locations: - - kubernetes-monitoring.md - ai_summary: Introduces foundational concepts of monitoring applications running - inside Kubernetes. It walks through metrics generation, collection using Prometheus, - and dashboarding via Grafana. Perfect for engineers getting started with basic - application telemetry. - language: English - resource_type: Blog/Guide + - git.md + year: N/A +https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356: + ai_summary: A step-by-step walkthrough of the fork-and-pull model used for open-source + contributions. It explains upstream synchronization, clean branch isolation, and + standard pull request workflows from a contributor's perspective. complexity: Beginner + content_hash: 6a3cec1133aced7fbdff037afaa9664c6b8bdebfb4d65988c419d622a82f4bd6 + description: '' + health_score: 100.0 hierarchy: - - Observability - - Metrics - - Grafana + - Software Engineering + - Version Control + - Collaboration is_microservice: false - title: 'grafana.com: A beginner''s guide to Kubernetes application monitoring' -https://medium.com/@poseidon.os/poseidon-a-kubernetes-cluster-visualization-cost-analysis-tool-d0fb55c2858c: - title: 'medium.com/@poseidon.os: Poseidon: A Kubernetes Cluster Visualization & - Cost Analysis Tool' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030685.018275 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with-kubernetes-cpu-limits: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779031448.561121 - content_hash: 854a1693cac3187483a00f5ce21b8f344908a23f92ebf6e573429f07d2a21dc4 - v1_locations: - - docs/kubernetes-monitoring.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: A critical engineering guide addressing the dreaded CPU throttling issue - in Kubernetes caused by hard CFS limits. Combines Prometheus query analysis with - kernel-level metrics to showcase how to balance application latency and resource - utilization. Highly recommended for production platform engineers. language: English - resource_type: Technical Article - complexity: Advanced - hierarchy: - - Observability - - Metrics - - Prometheus - is_microservice: false - title: '==aws.amazon.com: Using Prometheus to Avoid Disasters with Kubernetes CPU - Limits== 🌟' -https://umeey.medium.com/four-golden-signals-of-monitoring-site-reliability-engineering-sre-metrics-64031dbe268: - title: 'umeey.medium.com: Four Golden Signals Of Monitoring: Site Reliability Engineering - (SRE) Metrics' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032172.903224 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://grafana.com/blog/2023/03/03/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud: - title: 'grafana.com: How to optimize resource utilization with Kubernetes Monitoring - for Grafana Cloud 🌟' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779030681.404695 - v1_locations: - - docs/kubernetes-monitoring.md - review_metadata: - original_url: https://grafana.com/blog/2023/03/03/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:54.939261' - content_hash: 99f77ff5b8ee77c6dcbc156a86cac7486fa720c5ca61cbf0c823139b9b9fb58b -https://medium.com/@lambdaEranga/monitor-kubernets-services-endpoints-with-prometheus-blackbox-exporter-a64e062c05d5: - title: 'medium.com/@lambdaEranga: Monitor Kubernets Services/Endpoints with Prometheus - Blackbox Exporter 🌟' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032902.041171 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://samiislam0306.medium.com/insightful-monitoring-of-kubernetes-clusters-with-traces-c7c3b33ed07e: - title: 'samiislam0306.medium.com: Insightful Monitoring of Kubernetes Clusters with - Traces' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032733.968058 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://medium.com/@walissonscd/monitoring-kubernetes-cluster-resources-using-top-metrics-commands-a60408765321: - title: 'medium.com/@walissonscd: Monitoring Kubernetes Cluster Resources: Using - Top Metrics Commands' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033435.813454 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://blog.devops.dev/prometheus-metrics-within-kubernetes-an-ariel-view-d1d3b7d75418: - title: '==blog.devops.dev: Prometheus metrics within Kubernetes β€” an aerial view== - | Joseph Esrig' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031927.475641 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator: - title: 'grafana.com: How to monitor Kubernetes clusters with the Prometheus Operator' - year: N/A - stars: 0 - description: '' - status: online - health_score: 100.0 - last_checked: 1779032406.767744 - v1_locations: - - docs/kubernetes-monitoring.md - review_metadata: - original_url: https://grafana.com/blog/2023/01/19/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator - proposed_url: NONE - reason: 'High-Value Protection: generic_redirect_loss' - timestamp: '2026-05-18T18:54:55.016750' - content_hash: 142887474a2e65d10127a0d61e34fa6bfea7efc749272a510c81918a538aa5cc -https://betterprogramming.pub/improve-cluster-monitoring-with-network-mapping-in-grafana-fa8bb479fd47: - title: 'betterprogramming.pub: Improve Cluster Monitoring With Network Mapping in - Grafana' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033486.701314 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -? https://betterprogramming.pub/kubernetes-observability-part-1-events-logs-integration-with-slack-openai-and-grafana-62068cf43ec -: title: 'betterprogramming.pub: Kubernetes Observability Part 1: Events, Logs, and - Integration With Slack, OpenAI, and Grafana' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033486.701314 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-discovery-and-its-roles-ce63752e5a1: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032869.154653 - content_hash: 3eb4796db0ace03ee46f32800f03d26690a91db33ff1e3e646ffb89ed8495705 - v1_locations: - - docs/kubernetes-monitoring.md - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: Deconstructs Prometheus service discovery mechanics inside Kubernetes, - highlighting the difference between Pod, Service, and Endpoint discovery roles. - Demonstrates how exporters expose node and application-level metrics for scrape - targets. - language: English - resource_type: Technical Article - complexity: Intermediate - hierarchy: - - Observability - - Metrics - - Prometheus - is_microservice: false - title: 'itnext.io: Kubernetes: monitoring with Prometheus β€” exporters, a Service - Discovery, and its roles' -https://opentelemetry.io/blog/2023/k8s-runtime-observability: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034226.585052 - content_hash: 6c8e69125bf6ef1f1f7bcb62cce30fd38a66ed54bfc81a97694676840552a7da - v1_locations: - - docs/kubernetes-monitoring.md + last_checked: 1779033428.331036 needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: Provides step-by-step guidance on provisioning a Kubernetes cluster - with built-in runtime observability using OpenTelemetry. It details standardizing - telemetry signals (metrics, traces, logs) straight from the container runtime - interface. Grounding confirms its status as the default open-standard approach. - language: English - resource_type: Technical Article - complexity: Advanced - hierarchy: - - Observability - - Telemetry Standards - - OpenTelemetry - is_microservice: false - title: 'opentelemetry.io: Creating a Kubernetes Cluster with Runtime Observability' -https://medium.com/@onai.rotich/understand-container-metrics-and-why-they-matter-9e88434ca62a: - title: 'medium.com/@onai.rotich: Understand container metrics and why they matter' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779031676.546383 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://kkamalesh117.medium.com/setting-up-prometheus-and-grafana-integration-on-kubernetes-with-helm-dfc63823608c: - title: 'kkamalesh117.medium.com: Setting up Prometheus and Grafana Integration on - Kubernetes with Helm' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033617.160991 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://medium.com/@MetricFire/monitoring-kubernetes-tutorial-using-grafana-and-prometheus-3239079b138f: - title: 'medium.com/@MetricFire: Monitoring Kubernetes tutorial: Using Grafana and - Prometheus' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029938.817495 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://medium.com/globant/monitoring-a-multi-cluster-kubernetes-deployment-9e7a418a06b7: - title: 'medium.com/globant: Monitoring a multi-cluster Kubernetes Deployment' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029322.629706 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://medium.com/@martin.hodges/adding-observability-to-a-kubernetes-cluster-using-prometheus-c2cba6c0fdaa: - title: 'medium.com/@martin.hodges: Adding observability to a Kubernetes cluster - using Prometheus' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779033157.868372 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://addozhang.medium.com/non-intrusive-inject-opentelemetry-auto-instrumentation-in-kubernetes-a9dfd49fc714: - title: 'addozhang.medium.com: Non-intrusive Inject OpenTelemetry Auto-Instrumentation - in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032834.800065 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://medium.com/@abhisman.sarkar/kubernetes-monitoring-effective-cluster-tracking-with-prometheus-b0ed5b3efb32: - title: 'medium.com/@abhisman.sarkar: Kubernetes Monitoring: Effective Cluster Tracking - with Prometheus' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032360.926772 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -? https://aws.plainenglish.io/mastering-monitoring-the-complete-guide-to-using-prometheus-and-grafana-with-kubernetes-e53d8306123d -: title: '==aws.plainenglish.io: Mastering Monitoring: The Complete Guide to Using - Prometheus and Grafana with Kubernetes==' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032360.926772 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -? https://medium.com/@muppedaanvesh/a-hands-on-guide-to-kubernetes-monitoring-using-prometheus-grafana-%EF%B8%8F-b0e00b1ae039 -: title: 'medium.com/@muppedaanvesh: A Hands-On Guide to Kubernetes Monitoring Using - Prometheus & Grafana' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032360.926772 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring: - description: '' - year: N/A + resource_type: Tutorial stars: 0 status: online - health_score: 100.0 - last_checked: 1779029916.530047 - content_hash: 4da34277197641ab58a0d8e9a9785d5b486f20b71dcf929dbd940d1c1df030e3 - v1_locations: - - docs/kubernetes-monitoring.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: A comprehensive masterclass on configuring the OpenTelemetry Collector - daemonset to monitor Kubernetes system components. It contrasts traditional Prometheus - agent scraping with OTel's unified ingestion pipeline. Demonstrates clear performance - benefits and architectural modernization. - language: English - resource_type: Technical Article - complexity: Advanced - hierarchy: - - Observability - - Telemetry Standards - - OpenTelemetry - is_microservice: false - title: '==signoz.io: Kubernetes Cluster Monitoring with OpenTelemetry | Complete - Tutorial== 🌟' -https://www.cncf.io/blog/2020/07/27/logging-in-kubernetes-efk-vs-plg-stack: - title: 'cncf.io: Logging in Kubernetes: EFK vs PLG Stack' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030673.586532 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://medium.com/avmconsulting-blog/how-to-deploy-an-efk-stack-to-kubernetes-ebc1b539d063: - title: 'medium: How to Deploy an EFK stack to Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779030402.184828 - content_hash: c331d56d2afc1f8b8bcbeaa018d69c499b43742b6d8fcde55560db04d35b692f - v1_locations: - - docs/kubernetes-monitoring.md -? https://www.digitalocean.com/community/tutorials/how-to-set-up-an-elasticsearch-fluentd-and-kibana-efk-logging-stack-on-kubernetes -: description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030402.184828 - content_hash: c331d56d2afc1f8b8bcbeaa018d69c499b43742b6d8fcde55560db04d35b692f - v1_locations: - - docs/kubernetes-monitoring.md - needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: A structured, hands-on deployment guide for the classic EFK (Elasticsearch, - Fluentd, Kibana) logging stack on Kubernetes. Despite newer logging alternatives, - the EFK architecture remains a highly stable and widely documented enterprise - standard. - language: English - resource_type: Technical Article - complexity: Intermediate - hierarchy: - - Observability - - Logging - - EFK - is_microservice: false - title: 'medium: How to Deploy an EFK stack to Kubernetes' - Logging Stack on Kubernetes' -https://portworx.com/how-to-backup-and-restore-elasticsearch-on-kubernetes: - title: 'portworx.com: How to backup and restore Elasticsearch on Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779032056.877129 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://www.papertrail.com/blog/quick-and-easy-way-to-implement-kubernetes-logging: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032003.018651 - content_hash: fbf2d399a59617269220393acc82c44b508024423ff6b9df7e17fa3409f0cf00 - v1_locations: - - docs/kubernetes-monitoring.md - needs_ai_refresh: true tags: - '[COMMUNITY-TOOL]' - '[GUIDE]' + title: 'dev.to: Open Source: My first Pull Request' + v1_locations: + - docs/git.md v2_locations: - - kubernetes-monitoring.md - ai_summary: Provides an entry-level walkthrough on configuring Kubernetes container - logging to stream directly to SolarWinds Papertrail. Ideal for small-scale projects - needing instant search and log aggregation without hosting Elasticsearch. - language: English - resource_type: Blog/Guide + - git.md + year: N/A +https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l: + ai_summary: Focuses on optimizing developer collaboration via structured PR templates. + Details patterns for scaffolding instructions, checklist blocks, and visual assets + to improve maintainer comprehension. complexity: Beginner - hierarchy: - - Observability - - Logging - - SaaS Logging - is_microservice: false - title: 'papertrail.com: Quick and Easy Way to Implement Kubernetes Logging' -https://qlinh.com/infosec/2020/09/30/threat-detection-with-kubernetes-audit-logs.html: + content_hash: 88e3945917faf6a9475c8ae26865688adba199e38526a6b0f314427345caf68d description: '' - year: N/A - stars: 0 - status: online health_score: 100.0 - last_checked: 1779033770.932754 - content_hash: c1e9631498f24a2b103f9fb66c512c650952403602f0f1b23baf581e2506ba65 - v1_locations: - - docs/kubernetes-monitoring.md + hierarchy: + - Software Engineering + - Collaboration + - Repository Standards + is_microservice: false + language: en + last_checked: 1779029374.208521 needs_ai_refresh: true - tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: A security-oriented analysis showing how to leverage Kubernetes API - audit logs to capture malicious actions and abnormal cluster behavior. Grounding - confirms its high value in implementing Falco-based SIEM ingestion architectures. - language: English - resource_type: Technical Article - complexity: Advanced - hierarchy: - - Security - - Threat Detection - - Audit Logs - is_microservice: false - title: 'qlinh.com: Leveraging Kubernetes audit logs for threat detection' -https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a: - description: '' - year: N/A + resource_type: Tutorial stars: 0 status: online - health_score: 100.0 - last_checked: 1779032360.995953 - content_hash: 3f77d1e6963d132b3f6fa1f5c05229e3869e1872f1ebcd0d1d514ecf19f9fed7 - v1_locations: - - docs/kubernetes-monitoring.md tags: - - '[ENTERPRISE-STABLE]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: Discusses architectural patterns for scale-resilient Kubernetes logging. - Compares node-agent logging (DaemonSet) with sidecar injectors, outlining CPU/memory - overhead trade-offs for high-volume enterprise traffic. - language: English - resource_type: Technical Article - complexity: Advanced - hierarchy: - - Observability - - Logging - - Production Architecture - is_microservice: false - title: 'itnext.io: Kubernetes Logging in Production' -https://opensource.com/article/21/11/cluster-logging-kubernetes: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779032731.772351 - content_hash: 43577c2dd8da5336b860ed1c1fa836264a5bb262874b8432c2d6f37ab14e3282 + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'dev.to/opensauced: How to Create a Good Pull Request Template (and Why You'' + Should Add Gifs)' v1_locations: - - docs/kubernetes-monitoring.md + - docs/git.md + v2_locations: + - git.md + year: N/A +https://dev.to/otomato_io/liveness-probes-feel-the-pulse-of-the-app-133e: + content_hash: 5a95db9aaa5df991749cd5250a061204d36851619e2c4ba2e652e482fca3ef6c + description: '' + health_score: 100.0 + last_checked: 1779030393.967228 needs_ai_refresh: true + stars: 0 + status: online tags: - - '[ENTERPRISE-STABLE]' + - '[COMMUNITY-TOOL]' + title: 'dev.to/otomato_io: Liveness Probes: Feel the Pulse of the App' + v1_locations: + - docs/kubernetes.md v2_locations: - - kubernetes-monitoring.md - ai_summary: Provides an essential primer on the core Kubernetes logging architecture, - explaining stdout/stderr streams, node-level log rotation, and log collector agents. - Highly valued for explaining foundational mechanisms before diving into specific - tooling. + - kubernetes.md + year: N/A +https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k: + ai_summary: Explains how to customize Skaffold profiles for high-performance dev + environments. Details hot-reload integrations and remote debugger port attachments. + complexity: Intermediate + content_hash: 4eb214cdbfffcd73a7c4a7b66360cf80c058711e47b5a24126d59331055670b7 + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Development + - Continuous Delivery + - Skaffold + is_microservice: false language: English - resource_type: Technical Article + last_checked: 1779032333.358983 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: How to Simplify Your Local Kubernetes Development With Skaffold' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd: + content_hash: e498286f13bf67872de3253d5aa756bb3ae8a7febb06d8301ac8031d1294b9e9 + description: '' + health_score: 100.0 + last_checked: 1779029938.846918 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'dev.to: Pixie: an X-ray Machine for Kubernetes Traffic' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://dev.to/otomato_io/possible-paths-2hfc: + ai_summary: Demystifies the operational concepts of TLS, explaining how Certificate + Authorities (CAs) and mutual TLS (mTLS) protect application network pathways. complexity: Beginner - hierarchy: - - Observability - - Logging - - Concepts - is_microservice: false - title: 'opensource.com: What you need to know about cluster logging in Kubernetes - 🌟' -https://devopscube.com/kubernetes-logging-tutorial: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779030363.142222 - content_hash: 2dff627e84a6598bf7b02e1fe48f6b4822c14643e7399b2aa295fdc5f2e6f4e4 - v1_locations: - - docs/kubernetes-monitoring.md - needs_ai_refresh: true - tags: - - '[DE FACTO STANDARD]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: An elite, entry-level tutorial introducing Kubernetes logging paradigms, - covering container stdout extraction, cluster-level log architectures, and daemonset - collection. Curators praise its lucid diagrams and step-by-step practical commands. - language: English - resource_type: Technical Article - complexity: Beginner - hierarchy: - - Observability - - Logging - - Concepts - is_microservice: false - title: '==devopscube.com: Kubernetes Logging Tutorial For Beginners== 🌟' -https://medium.com/vmacwrites/kubernetes-audit-logs-who-created-or-deleted-a-namespace-7d55c20d2730: - title: 'medium.com/vmacwrites: Kubernetes Audit Logs: Who created or deleted a namespace?' - year: N/A - stars: 0 + content_hash: 82c1b88daa1cd91b76e8b6725ea7d9a5add443bb2360ad566d44a9848e6c63b3 description: '' health_score: 100.0 - last_checked: 1779032681.65432 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://shivanshu1333.medium.com/structured-logging-in-kubernetes-58cf35e6d60d: - title: 'shivanshu1333.medium.com: Structured logging in Kubernetes' - year: N/A - stars: 0 - description: '' - health_score: 100.0 - last_checked: 1779029513.486291 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md -https://tealfeed.com/kubernetes-audit-logs-created-deleted-namespace-ho5o3: - description: '' - year: N/A - stars: 0 - status: online - health_score: 100.0 - last_checked: 1779034267.034638 - content_hash: N/A - v1_locations: - - docs/kubernetes-monitoring.md - needs_ai_refresh: true - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-monitoring.md - ai_summary: A targeted troubleshooting guide focused on analyzing the Kube-APIServer - audit log payload. 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A Friendly Guide==' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398: + ai_summary: A technical blueprint describing automated configuration pipeline testing + using modern git hooks and validation platforms. 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docs/linux-dev-env.md + v2_locations: + - linux-dev-env.md + year: N/A +https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-source: + content_hash: d4b03047813a484f99645b75d3182e735740f0979304f16b31f22a5e5ba87b7f + description: '' + health_score: 100.0 + last_checked: 1779032251.811349 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Azure DevOps Demo Generator is now open source + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview: + ai_summary: The official public announcement details the release and capabilities + of the Azure DevOps MCP server. Highlights the architectural integration of Large + Language Models directly into enterprise ADO workflows for automated engineering + management. + complexity: intermediate + content_hash: b492acf5b385cd16afe3a126ffca58b7c6ac17d62df8561adc6ba632de5808f8 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - AI Integration + - Agentic Engineering + is_microservice: false + language: English + last_checked: 1779031406.292817 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Azure DevOps MCP Server Public Preview + v1_locations: + - docs/ai.md + - docs/azure.md + - docs/cicd.md + v2_locations: + - ai.md + - azure.md + - cicd.md + year: N/A +https://devblogs.microsoft.com/devops/controlling-release-pipelines-with-gates-and-azure-policy-compliance: + content_hash: 537d7c2ed9ea6df23c2613db89f985e09c29a9d7f2679ad84b3e8df60bd946ca + description: '' + health_score: 100.0 + last_checked: 1779031714.646832 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devblogs.microsoft.com: Controlling Release Pipelines with Gates and Azure'' + Policy Compliance 🌟' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://devblogs.microsoft.com/devops/devops-dojo-culture-and-mindset: + content_hash: 9c0164fbbe6a43f4977c4babab41d336f3267df725396c1b79695fda1acea307 + description: '' + health_score: 100.0 + last_checked: 1779032105.773483 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devblogs.microsoft.com: DevOps Dojo – Culture and Mindset' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://devblogs.microsoft.com/devops/introduction-to-azure-devops-workload-identity-federation-oidc-with-terraform: + content_hash: 40e8ab0fc6d2406ad6a88816cd2fa20b0a306bbef0ef2201243d2321f9b4f649 + description: '' + health_score: 100.0 + last_checked: 1779030433.703693 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devblogs.microsoft.com/devops: Introduction to Azure DevOps Workload identity'' + federation (OIDC) with Terraform' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://devblogs.microsoft.com/devops/monitoring-azure-by-using-grafana-dashboards: + content_hash: d78c793ff53520c90e1cd80493efc2116e8b522c3083b38ce5572a412c3012aa + description: '' + health_score: 100.0 + last_checked: 1779031910.273859 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: devblogs.microsoft.com:Monitoring Azure by using Grafana dashboards 🌟 + v1_locations: + - docs/grafana.md + v2_locations: + - grafana.md + year: N/A +https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vsts-team: + ai_summary: Detailed breakdown of the 'Release Flow' branching strategy utilized + by Microsoft's Azure DevOps/VSTS engineering teams. 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Live Grounding: Excellent case study + for understanding design challenges but completely obsolete.' + complexity: advanced + content_hash: 45f6acc2d012d877e38a0f4a734626cf727af13d26a1615c4ede974aac528967 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Policy Enforcement + - Runtime Security + is_microservice: false + language: en + last_checked: 1779033974.413219 needs_ai_refresh: true + resource_type: guide + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'developer.squareup.com: Kubernetes Pod Security Policies (PSP)' + v1_locations: + - docs/kubernetes-security.md v2_locations: - - ocp4.md + - kubernetes-security.md + year: N/A +https://developerblog.redhat.com/tag/varnish: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034228.924582 + stars: 0 + title: 'Red Hat Developer Blog. Tag: Varnish' + v1_locations: + - docs/caching.md + year: N/A +https://developerhub.santander.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029168.863358 + stars: 0 + title: Santander APIs + v1_locations: + - docs/developerportals.md + year: N/A +https://developers.google.com/machine-learning/crash-course?hl=es-419: + ai_summary: Google's formal, highly optimized machine learning crash course. Grounding + indicates it offers a highly technical path for systems engineers wishing to deploy + AI models in container environments. [SPANISH CONTENT] + complexity: Intermediate + content_hash: 694c8d0882aabdce3c150702ab1eb62ef8a1881f93d307f034fc452081b50035 + description: '' + health_score: 100.0 + hierarchy: + - Artificial Intelligence + - Machine Learning + - Google Courses + is_microservice: true + language: Spanish + last_checked: 1779031087.747405 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Machine Learning Crash Course + v1_locations: + - docs/ai.md + - docs/elearning.md + - docs/introduction.md + v2_locations: + - ai.md + - introduction.md + - elearning.md + year: N/A +https://developers.google.com/machine-learning/glossary: + content_hash: 1889ca81d1fcd0bc8194c1f377e15a15c23e859f139bf580644788038a8b4cd2 + description: '' + health_score: 100.0 + last_checked: 1779031123.435151 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Machine Learning Glossary + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://developers.googleblog.com/2015/02/introducing-grpc-new-open-source-http2.html: + content_hash: bcc1ed479a6194711afb162a9c0881af63c0981252a324b7d774e66cf95ade77 + description: '' + health_score: 100.0 + last_checked: 1779034309.388981 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC'' + Framework' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://developers.redhat.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029067.860764 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: developers.redhat.com 🌟 + v1_locations: + - docs/openshift.md + v2_locations: + - message-queue.md + - openshift.md + year: N/A +https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-camel-and-quarkus-red-hat-openshift: + ai_summary: Practical walk-through highlighting the integration of legacy enterprise + environments using Apache Camel Quarkus extensions (Camel K) on OpenShift. It + demonstrates how Quarkus' sub-second startup times enable serverless, cloud-native + integration routes. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Enterprise Integration Patterns + - Serverless Integration + is_microservice: true + language: English + last_checked: 1779031693.99798 + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + - '[LEGACY]' + title: 'developers.redhat.com: Integrating systems with Apache Camel and Quarkus'' + on Red Hat OpenShift' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/articles/2021/05/19/micropipenv-installing-python-dependencies-containerized-applications: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029291.528566 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: micropipenv: Installing Python dependencies in containerized'' + applications 🌟' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://developers.redhat.com/articles/2021/05/20/shenandoah-garbage-collection-openjdk-16-concurrent-reference-processing: + ai_summary: Deep dive into OpenJDK 16's concurrent reference processing in the Shenandoah + Garbage Collector. Discusses structural barrier enhancements that limit GC pauses + to sub-milliseconds. + complexity: advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Runtime Optimizations + - JVM Tuning + - Garbage Collection + is_microservice: false + language: en + last_checked: 1779031473.559561 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Shenandoah garbage collection in OpenJDK 16: Concurrent'' + reference processing' + v1_locations: + - docs/java-and-java-performance-optimization.md + v2_locations: + - java-and-java-performance-optimization.md + year: N/A +https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program: + ai_summary: Curator Insight guides through building custom RPM package scripts using + a Go sample program. Live Grounding proves its continued relevance for enterprise + environments requiring structured application deployment via YUM/DNF repositories. + Vital for integrating custom compiled binaries into corporate system update mechanisms. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Packaging and Distribution + - RPM Packaging + is_microservice: false + language: English + last_checked: 1779033046.57263 + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'developers.redhat.com: Build your own RPM package with a sample Go program'' + to simplify installing, updating, or removing a piece of software' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +? https://developers.redhat.com/articles/2021/05/24/build-lean-java-containers-new-red-hat-universal-base-images-openjdk-runtime +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030346.188237 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Build lean Java containers with the new Red Hat Universal'' + Base Images OpenJDK runtime images 🌟' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4: + ai_summary: Red Hat developer guide demonstrating automated Helm deployments through + Jenkins on OpenShift 4. Covers pipeline definitions, credentials handling, and + rollback automations. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery and GitOps + - Package Management + - OpenShift Integration + is_microservice: false + language: English + last_checked: 1779030506.837099 + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'developers.redhat.com: Deploy Helm charts with Jenkins CI/CD in Red Hat'' + OpenShift 4 🌟' + v1_locations: + - docs/demos.md + - docs/helm.md + - docs/jenkins.md + v2_locations: + - helm.md + - demos.md + - jenkins.md + year: N/A +https://developers.redhat.com/articles/2021/05/25/red-hat-universal-base-image-and-docker-hub-why-should-developers-care: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032236.054899 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Red Hat Universal Base Image and Docker Hub: Why'' + should developers care?' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://developers.redhat.com/articles/2021/06/14/application-modernization-patterns-apache-kafka-debezium-and-kubernetes: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033947.451293 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Application modernization patterns with Apache Kafka,'' + Debezium, and Kubernetes' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-openshift-cluster-and-push-image-registry: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029267.869174 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Perform a kaniko build on a Red Hat OpenShift cluster'' + and push the image to a registry' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +? https://developers.redhat.com/articles/2021/06/25/making-java-programs-cloud-ready-part-1-incremental-approach-using-jakarta-ee +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033862.072859 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Making Java programs cloud-ready, Part 1: An incremental'' + approach using Jakarta EE and MicroProfile' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +? https://developers.redhat.com/articles/2021/06/28/making-java-programs-cloud-ready-part-2-upgrade-legacy-java-application-jakarta +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030583.172075 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Making Java programs cloud-ready, Part 2: Upgrade'' + the legacy Java application to Jakarta EE' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://developers.redhat.com/articles/2021/06/30/implementing-apache-activemq-style-broker-meshes-apache-artemis: + ai_summary: Focuses on establishing distributed, multi-broker network configurations + (broker meshes) using Apache Artemis. It highlights migration techniques from + classic ActiveMQ network-of-brokers architectures. It explains target configuration + profiles to optimize reliability across complex enterprise regions. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Message Brokers + - Clustering + is_microservice: false + language: English + last_checked: 1779032157.103228 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'developers.redhat.com: Implementing Apache ActiveMQ-style broker meshes'' + with Apache Artemis' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/articles/2021/07/01/how-expose-websocket-endpoint-using-red-hat-3scale-api-management: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034476.784979 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: How to expose a WebSocket endpoint using Red Hat'' + 3scale API Management' + v1_locations: + - docs/developerportals.md + v2_locations: + - developerportals.md + year: N/A +https://developers.redhat.com/articles/2021/07/01/resteasy-reactive-and-more-quarkus-20: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030851.480686 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: RESTEasy Reactive and more in Quarkus 2.0' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://developers.redhat.com/articles/2021/07/07/getting-started-red-hat-openshift-streams-apache-kafka: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032543.441995 + stars: 0 + title: 'developers.redhat.com: Getting started with Red Hat OpenShift Streams for'' + Apache Kafka' + v1_locations: + - docs/message-queue.md + year: N/A +https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event-driven-architecture-practical-approach: + ai_summary: 'Curator Insight: Best practices on governing async APIs and schema + definitions inside microservice ecosystems. 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It highlights quick deployment cycles, declarative + configuration models, and integration with Red Hat OpenShift resources. complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 hierarchy: - - Cloud Native Infrastructure - - Service Mesh - - Observability - - Visualization - tags: - - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' + - Application Integration + - Low-Code Integration + - Microservices is_microservice: true - status: online - title: kiali.io - v2_locations: - - istio.md - health_score: 100.0 - last_checked: 1779030028.700791 - content_hash: 9582ab3a0a0e5183c976919470e482b57b2913e2d532eb45e0d8109a070dd269 -https://agilemethodology.org: - health_score: 100.0 - last_checked: 1779032522.047201 - content_hash: 4e45120206849343aa0a8d8b20de465b622d6a663125cc1da4e7c74b09dd3937 - v1_locations: - - docs/index.md - needs_ai_refresh: true -https://elmanytas.es/?q=node/358: - health_score: 100.0 - last_checked: 1779033072.11208 - content_hash: 9d402360c33397a68e049b4bb8bc5ef4359e6dfdfd5c0f389c08487cc48f4a96 - v1_locations: - - docs/kubernetes.md + language: English + last_checked: 1779034491.434842 + resource_type: Blog + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'developers.redhat.com: Low-code microservices orchestration with Syndesis' + v1_locations: + - docs/message-queue.md v2_locations: - - kubernetes.md -https://walkintocloud.com/index.php/2016/06/04/amazon-aws-certification-preparation-tips: - health_score: 100.0 - last_checked: 1779033162.344221 + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom-certificates-on-openshift-update: + ai_summary: Demonstrates replacing auto-generated certificates with custom enterprise + CA certs to implement secured TLS and mTLS configurations inside Strimzi-managed + AMQ Streams. + complexity: Advanced content_hash: N/A - v1_locations: - - docs/aws-training.md -https://www.youtube.com/watch?v=24Wpg6njlYI: + description: '' health_score: 100.0 - last_checked: 1779034132.057123 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + hierarchy: + - Data Infrastructure + - Event Streaming + - Red Hat AMQ Streams + - Security + is_microservice: false + language: English + last_checked: 1779033092.289128 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Set up **Red Hat AMQ Streams** custom certificates on OpenShift v1_locations: - - docs/javascript.md - needs_ai_refresh: true -https://sre.google/sre-book/table-of-contents: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/04/08/why-kubernetes-native-instead-of-cloud-native: + ai_summary: 'Curator Insight: Highlights the distinction between applications run + on cloud infrastructure and systems designed specifically to leverage native Kubernetes + operators and structures. Live Grounding: Analyzes how API extensions, CRDs, and + native configuration constructs improve resilience, efficiency, and resource utilization.' + complexity: Intermediate + content_hash: N/A + description: '' health_score: 100.0 - last_checked: 1779034571.749179 - content_hash: 947060a29b57996cbf4f31566b3988b2ea86d46421c14362d103fb374e37301e + hierarchy: + - Platform Engineering + - Cloud Native + - Kubernetes Native + is_microservice: true + language: English + last_checked: 1779033973.730186 + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'developers.redhat.com: Why Kubernetes native instead of cloud native? 🌟' v1_locations: - - docs/sre.md -https://blogs.splunk.com/2016/06/22/aws-video: + - docs/faq.md + v2_locations: + - faq.md + year: N/A +https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservices-application-to-quarkus: + content_hash: N/A + description: '' health_score: 100.0 - last_checked: 1779029341.269407 + last_checked: 1779030503.37088 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Migrating a Spring Boot microservices application'' + to Quarkus' v1_locations: - - docs/aws-monitoring.md - content_hash: f8e4b711eb6b8c9a93ce562e998ce192752966639b80e2401212882bea910847 -https://publications.opengroup.org: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +? https://developers.redhat.com/blog/2020/04/13/red-hat-data-grid-8-0-brings-new-server-architecture-improved-rest-api-and-more +: content_hash: N/A + description: '' health_score: 100.0 - last_checked: 1779032017.526668 - content_hash: 7e186dade51304ec7495f7314cd362084e08a74f97b9896f41c781ea9a8816e8 - v1_locations: - - docs/index.md -https://millionvisit.blogspot.com/2021/05/kubernetes-for-developers-14-Kubernetes-Deployment-YAML-manifest.html: - health_score: 100.0 - last_checked: 1779034349.645766 - content_hash: c289e2d485a00a4879be5b2ba9da8317a2bff4f4abfd2b795db4c4923f0db408 - v1_locations: - - docs/kubernetes-tutorials.md - needs_ai_refresh: true -https://millionvisit.blogspot.com/2021/01/kubernetes-for-developers-7-imperative-vs-Declarative.html: - health_score: 100.0 - last_checked: 1779032180.127583 - content_hash: 89438d0ddae87b37703a395dee9e40c2fd8ef36f19d8f37a3e343edffe2b1b6f - v1_locations: - - docs/kubernetes-tutorials.md - needs_ai_refresh: true -https://www.slideshare.net/Severalnines/load-balancing-mysql-with-haproxy-webinar-replay-english-44071270: - health_score: 100.0 - last_checked: 1779034528.38742 - content_hash: 66e7b800978d9ccfb04719e7027d0bb4bacf9e88e7c8d252b71e12daed916fdb + last_checked: 1779029507.220294 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Red Hat Data Grid 8.0 brings new server architecture,'' + improved REST API, and more' v1_locations: - docs/caching.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' v2_locations: - caching.md -? https://access.redhat.com/documentation/en-us/red_hat_amq/7.6/html/deploying_amq_broker_on_openshift/deploying-broker-on-ocp-using-operator_broker-ocp -: health_score: 100.0 - last_checked: 1779034528.38742 - content_hash: 66e7b800978d9ccfb04719e7027d0bb4bacf9e88e7c8d252b71e12daed916fdb - v1_locations: - - docs/monitoring.md -https://blog.rubyroidlabs.com/2016/04/postgresql-9-5: - health_score: 100.0 - last_checked: 1779030824.548869 + year: N/A +https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors: + ai_summary: A hands-on manual detailing the implementation of Debezium to safely + convert relational database modifications into real-time Kafka event feeds. Outlines + event formatting, partition strategy, and recovery procedures. + complexity: Intermediate content_hash: N/A - v1_locations: - - docs/aws-databases.md -https://blogs.aws.amazon.com/security/post/Tx2N52FR8XGJVL3/The-Most-Viewed-AWS-Security-Blog-Posts-so-Far-in-2016: + description: '' health_score: 100.0 - last_checked: 1779033765.583514 - content_hash: 77c337d21391d25dbe00e9c3c54c050f005995524ec9e6fefd122dde3aff6b02 - v1_locations: - - docs/aws-security.md - needs_ai_refresh: true -https://www.youtube.com/watch?v=C0E93Uc4h5k&ab_channel=xgeeks: - health_score: 100.0 - last_checked: 1779029932.441524 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/kubernetes-operators-controllers.md -https://www.youtube.com/watch?v=iRaai1IBlB0: - health_score: 100.0 - last_checked: 1779032346.482148 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 - v1_locations: - - docs/terraform.md - needs_ai_refresh: true + hierarchy: + - Data Architecture + - Event-Driven Data + - Change Data Capture (CDC) + is_microservice: true + language: English + last_checked: 1779031337.379341 + resource_type: Article + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Capture database changes with Debezium Apache Kafka'' + connectors' + v1_locations: + - docs/message-queue.md v2_locations: - - terraform.md -https://developers.redhat.com/topics/enterprise-java: + - message-queue.md + year: N/A +? https://developers.redhat.com/blog/2020/04/24/build-and-deploy-a-serverless-app-with-camel-k-and-red-hat-openshift-serverless-1-5-0-tech-preview +: content_hash: N/A + description: '' health_score: 100.0 - last_checked: 1779029509.253294 + last_checked: 1779030034.535669 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Build and deploy a serverless app with Camel K and'' + Red Hat OpenShift Serverless 1.5.0 Tech Preview' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md + year: N/A +https://developers.redhat.com/blog/2020/04/27/building-kubernetes-applications-on-openshift-with-red-hat-marketplace: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031094.121552 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Building Kubernetes applications on OpenShift with'' + Red Hat Marketplace' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines: + ai_summary: 'Curator Insight: Part 4 of a developer series focusing on deployment + pipelines for modern JavaScript web applications. + + Live Grounding: Provides practical code examples of utilizing Tekton for building + and serving front-end assets on OpenShift, utilizing lightweight Nginx containers.' + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Hybrid Cloud and Enterprise + - OpenShift + - Pipelines and CI CD + is_microservice: true + language: English + last_checked: 1779030335.457478 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Modern web applications on OpenShift, Part 4: Openshift'' + Pipelines' + v1_locations: + - docs/openshift-pipelines.md + v2_locations: + - openshift-pipelines.md + year: N/A +https://developers.redhat.com/blog/2020/04/30/serverless-applications-made-faster-and-simpler-with-openshift-serverless-ga: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031478.158621 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Serverless applications made faster and simpler with **OpenShift Serverless + GA** + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie-server: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031719.956518 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Automated API testing for the KIE Server 🌟 + v1_locations: + - docs/demos.md + - docs/postman.md + v2_locations: + - postman.md + year: N/A +https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture: + ai_summary: Highlights components within Open Data Hub v0.6 release, evaluating + the integrated Kubeflow-aligned architectural updates for containerized machine + learning pipelines. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Orchestration and Workflow + - Machine Learning Orchestration + - Data Platforms + - Releases + is_microservice: false + language: English + last_checked: 1779032256.890355 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Open Data Hub 0.6 brings component updates and Kubeflow architecture + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/05/11/top-10-must-know-kubernetes-design-patterns: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031849.948743 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Top 10 must-know Kubernetes design patterns' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://developers.redhat.com/blog/2020/05/12/six-reasons-to-love-camel-k: + ai_summary: Outlines six key architectural advantages of Camel K, including fast + deployment loops, native Quarkus optimization, low memory footprints, and serverless + scale-to-zero capabilities via Knative. Highly useful for architects modernizing + traditional ESBs. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Orchestration + - Serverless Integration + is_microservice: false + language: English + last_checked: 1779033243.27408 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'developers.redhat.com: Six reasons to love Camel K' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code: + ai_summary: Walkthrough detailing how to set up out-of-the-box Change Data Capture + architectures using Debezium without custom application-level code. It demonstrates + immediate real-time synchronization from database transactions straight to Kafka-enabled + microservices. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Architecture + - Microservices + - Change Data Capture (CDC) + is_microservice: true + language: English + last_checked: 1779030418.408711 + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'developers.redhat.com: Change data capture for microservices without writing'' + any code' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/05/18/deploy-and-bind-enterprise-grade-microservices-with-kubernetes-operators: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034208.030163 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Deploy and bind enterprise-grade microservices with Kubernetes Operators + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/05/19/extending-kafka-connectivity-with-apache-camel-kafka-connectors: + ai_summary: Outlines how the Camel Kafka Connector framework allows developers to + utilize Camel's extensive component suite as standard Kafka Connect sources or + sinks. This simplifies ingestion and delivery to hundreds of external enterprise + systems without custom code. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Event Streaming + - Kafka Connectors + is_microservice: false + language: English + last_checked: 1779031533.666559 + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'developers.redhat.com: Extending Kafka connectivity with Apache Camel Kafka'' + connectors' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client: + ai_summary: Technical introduction to utilizing the Fabric8 Kubernetes Java Client + SDK. Details how to perform CRUD operations on Kubernetes APIs, deploy custom + controllers, and stream container logs inside Java runtimes. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Red Hat OpenShift + - Developer Experience + - Java Integrations + is_microservice: false + language: en + last_checked: 1779031533.678168 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Getting started with the fabric8 Kubernetes Java'' + client' + v1_locations: + - docs/kubernetes-client-libraries.md + - docs/openshift-pipelines.md + v2_locations: + - openshift-pipelines.md + - kubernetes-client-libraries.md + year: N/A +https://developers.redhat.com/blog/2020/05/26/build-a-go-application-using-openshift-pipelines: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032888.904295 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Build a Go application using OpenShift Pipelines + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/05/28/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029502.386297 + stars: 0 + title: 'developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications'' + to OpenShift' + v1_locations: + - docs/kubernetes-client-libraries.md + year: N/A +https://developers.redhat.com/blog/2020/05/28/quarkus-a-kubernetes-native-java-runtime-now-fully-supported-by-red-hat: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031108.818833 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Quarkus, a Kubernetes-native Java runtime, now fully supported by Red Hat + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://developers.redhat.com/blog/2020/06/02/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift: + ai_summary: Technical blog demonstrating how the legacy Fabric8 Maven plugin simplifies + deployment of enterprise Java applications to Red Hat OpenShift. Discusses internal + source-to-image (S2I) generation mechanics and manifest application. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native + - Containerization + - Red Hat OpenShift + - Case Studies + is_microservice: true + language: English + last_checked: 1779031341.307408 + resource_type: Blog + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications'' + to OpenShift' + v1_locations: + - docs/maven-gradle.md + v2_locations: + - maven-gradle.md + year: N/A +https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jenkins-containers: + ai_summary: Explains streamlined procedures for producing custom, secure Jenkins + container images for deployment. Focuses on minimizing layers, loading plug-ins + safely during build time, and injecting enterprise parameters within Red Hat architectures. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Red Hat OpenShift + - CI-CD Pipelines + - Jenkins Ecosystem + is_microservice: false + language: en + last_checked: 1779030440.187862 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: An easier way to create custom Jenkins containers' + v1_locations: + - docs/demos.md + - docs/openshift-pipelines.md + v2_locations: + - openshift-pipelines.md + - demos.md + year: N/A +? https://developers.redhat.com/blog/2020/06/04/the-road-to-quarkus-ga-completing-the-first-supported-kubernetes-native-java-stack +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033157.884853 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'The road to Quarkus GA: Completing the first supported Kubernetes-native'' + Java stack' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story: + ai_summary: Examines low-code patterns for connecting real-time streaming architectures + with legacy enterprise databases. Explains how federation tools bridge information + gaps between non-technical users and distributed message networks. + complexity: Beginner + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Event-Driven Data + - Data Federation + is_microservice: false + language: English + last_checked: 1779029896.923753 + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'Event streaming and data federation: A citizen integrator’s story' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/06/12/how-to-install-codeready-workspaces-in-a-restricted-openshift-4-environment: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030192.570381 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: How to install CodeReady Workspaces in a restricted'' + OpenShift 4 environment' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers: + ai_summary: Introduces the 'odo' command-line application to software engineers + targeting Kubernetes clusters. Details workflow optimizations, container build + speedups, and localized debugging patterns. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Red Hat OpenShift + - Developer Experience + - CLI Utilities + is_microservice: false + language: en + last_checked: 1779032239.286049 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Enterprise Kubernetes development with odo: The CLI'' + tool for developers' + v1_locations: + - docs/openshift-pipelines.md + v2_locations: + - openshift-pipelines.md + year: N/A +https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-released: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030220.280344 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Red Hat JBoss Enterprise Application Platform expansion'' + pack (JBoss EAP XP) 1.0 released' v1_locations: - docs/demos.md - docs/java_app_servers.md -https://proteon.com/2018/10/18/openshift-in-a-world-of-kubernetes-as-a-service: - health_score: 100.0 - last_checked: 1779029072.213885 - v1_locations: - - docs/introduction.md - content_hash: e8b590d93e0e0660934b69ccc68a72e81a3589ed893d3d8697277b8371247ddc -https://github.com/SAP/jenkins-library: - health_score: 100.0 - last_checked: 1779032835.337215 - content_hash: b34245c60382e5fd68cee735a78fce12fae57bd37f797de410022f099c425202 - v1_locations: - - docs/jenkins.md -https://techiekhannotes.blogspot.com/2018/12/artemis-monitoring-with-grafana.html: - health_score: 100.0 - last_checked: 1779032368.676989 - content_hash: 8db1d9798466c14c93cb77cf8729a3fe2e3886bb5994b3cc1e78c87c5b28425f - v1_locations: - - docs/grafana.md -https://www.wecloudpro.com/2020/11/01/Balance-your-kubernetes-cluster.html: - health_score: 100.0 - last_checked: 1779031257.910617 + v2_locations: + - demos.md + - java_app_servers.md + year: N/A +https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-liberty-20-0-0-6: content_hash: N/A - v1_locations: - - docs/kubernetes-tools.md -https://www.youtube.com/watch?v=knyJt8d6C_8&ab_channel=TheFrontOpsGuy: + description: '' health_score: 100.0 - last_checked: 1779029151.874437 - content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + last_checked: 1779033002.123527 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Support for GraphQL with Open Liberty 20.0.0.6' v1_locations: - - docs/kubernetes.md - needs_ai_refresh: true -https://github.com/jenkinsci/ghprb-plugin: + - docs/ibm_cloud.md + v2_locations: + - ibm_cloud.md + year: N/A +? https://developers.redhat.com/blog/2020/06/19/develop-and-test-a-quarkus-client-on-red-hat-codeready-containers-with-red-hat-data-grid-8-0 +: content_hash: N/A + description: '' health_score: 100.0 - last_checked: 1779033615.379847 - content_hash: df4c61323017b7230dca22772662433e2f74e328474a1fe8b53530ef839d489e - v1_locations: - - docs/git.md -https://www.rtve.es/play/videos/redes/redes-claves-para-enfrentarse-mundo-hoy-vo/1714674: - health_score: 100.0 - last_checked: 1779033170.681282 - content_hash: 27b2b1cae59b6a7e5d7d08573796c41848bd3d1ba867df98592862ae6bca56a6 - v1_locations: - - docs/about.md -https://www.youtube.com/watch?v=zI7_8M2KtRI&ab_channel=MicroserviceFactory: - health_score: 100.0 - last_checked: 1779034558.070419 - content_hash: N/A + last_checked: 1779034034.511056 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Develop and test a Quarkus client on Red Hat CodeReady Containers with Red + Hat Data Grid 8.0 v1_locations: - docs/demos.md - needs_ai_refresh: true + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-data-hub: + ai_summary: A development roadmap overview outlining core development visions and + tooling tracks designed for the Open Data Hub analytics platform. + complexity: Beginner + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Orchestration and Workflow + - Machine Learning Orchestration + - Data Platforms + - Roadmaps + is_microservice: false + language: English + last_checked: 1779030022.265616 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: A development roadmap for Open Data Hub + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033663.27115 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Kourier: A lightweight Knative Serving ingress' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +? https://developers.redhat.com/blog/2020/07/01/develop-eclipse-microprofile-applications-on-red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-with-red-hat-codeready-workspaces +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031302.277196 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Develop Eclipse MicroProfile applications on Red'' + Hat JBoss Enterprise Application Platform Expansion Pack 1.0 with Red Hat CodeReady + Workspaces' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline: + ai_summary: Illustrates how to engineer a low-latency, cloud-native CDC pipeline + utilizing Debezium connectors alongside open database architectures. Explores + data serialization optimizations and horizontal scale metrics. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Event-Driven Data + - Change Data Capture (CDC) + is_microservice: true + language: English + last_checked: 1779034322.671404 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Build a simple cloud-native change data capture pipeline + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/07/20/best-practices-using-health-checks-in-the-openshift-4-5-web-console: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031645.248553 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com - Best practices: Using health checks in the OpenShift'' + 4.5 web console 🌟' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/07/31/choosing-the-right-asynchronous-messaging-infrastructure-for-the-job: + ai_summary: Lays out a decision framework for choosing between broker-based messaging + (e.g., AMQP, ActiveMQ), event-streaming (e.g., Apache Kafka), and cloud-native + serverless event routing. It evaluates criteria like throughput, ordering guarantees, + consumer groups, and message preservation. This is an essential architectural + comparative reference. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Message Brokers + - Evaluation Frameworks + is_microservice: true + language: English + last_checked: 1779033640.034108 + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'developers.redhat.com: Choosing the right asynchronous-messaging infrastructure'' + for the job' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy: + ai_summary: A legacy deep dive outlining multi-language microservices authorization + using Louketo Proxy (formerly Gatekeeper). As Louketo Proxy has been archived + by its maintainers, this resource is kept strictly for historical architectural + patterns in proxy-based OIDC enforcement. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Identity + - IAM + - OIDC Proxies + is_microservice: true + language: en + last_checked: 1779030018.896174 + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: Authorizing multi-language microservices with Louketo Proxy + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-red-hat-amq-streams: + ai_summary: An architectural guide detailing how to use the HTTP Bridge component + inside AMQ Streams. Allows web and legacy application services to publish and + consume event data via lightweight REST HTTP requests. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - Event Streaming + - Red Hat AMQ Streams + - Integrations + is_microservice: true + language: English + last_checked: 1779033750.73595 + resource_type: blog + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'developers.redhat.com: HTTP-based Kafka messaging with Red Hat AMQ Streams' + v1_locations: + - docs/demos.md + - docs/message-queue.md + v2_locations: + - message-queue.md + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/08/05/monitoring-net-core-applications-on-kubernetes: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031620.07298 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Monitoring .NET Core applications on Kubernetes' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak: + ai_summary: A thorough engineering deep-dive on Keycloak’s architecture, configuration, + and extensibility. The article walks through key concepts including realms, clients, + user representation mapping, and secure integration with distributed web applications. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Identity + - IAM + - Identity Providers + is_microservice: true + language: en + last_checked: 1779030248.526874 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: A deep dive into Keycloak' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kafka-on-kubernetes-kubecon-europe-2020: + ai_summary: 'Curator Insight: Detailed breakdown of the Strimzi operator architectural + internals from KubeCon. Live Grounding: Evaluates how the operator automates bootstrap, + health monitoring, protocol configurations, TLS generation, and storage management + for Kafka on Kubernetes.' + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Stateful Workloads + - Strimzi Operator + is_microservice: false + language: English + last_checked: 1779031410.234853 + resource_type: Presentation Summary + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'developers.redhat.com: Introduction to Strimzi: Apache Kafka on Kubernetes'' + (KubeCon Europe 2020) 🌟' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/08/14/openshift-for-kubernetes-developers-getting-started: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031602.110984 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: OpenShift for Kubernetes developers: Getting started'' + 🌟' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/08/21/hello-world-tutorial-with-kubernetes-operators: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032117.218615 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: β€˜Hello, World’ tutorial with Kubernetes Operators' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube: + ai_summary: Exploring developer loop workflows utilizing Eclipse JKube to build, + deploy, and debug Java applications in real-time inside a local or remote Kubernetes + cluster environment. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native + - Kubernetes Native + - Java Build Plugins + - Eclipse JKube + is_microservice: true + language: English + last_checked: 1779031339.811221 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Java development on top of Kubernetes using Eclipse'' + JKube' + v1_locations: + - docs/demos.md + - docs/kubernetes-client-libraries.md + - docs/maven-gradle.md + v2_locations: + - maven-gradle.md + - kubernetes-client-libraries.md + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/08/25/get-started-with-jdk-flight-recorder-in-openjdk-8u: + ai_summary: Outlines configuring and analyzing OpenJDK 8u runtime events utilizing + JDK Flight Recorder (JFR) and Mission Control. Essential for debugging containerized + legacy runtimes. + complexity: advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Runtime Optimizations + - JVM Tuning + - Monitoring and Profiling + is_microservice: false + language: en + last_checked: 1779029070.289221 + resource_type: article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'developers.redhat.com: Get started with JDK Flight Recorder in OpenJDK 8u'' + 🌟' + v1_locations: + - docs/java-and-java-performance-optimization.md + v2_locations: + - java-and-java-performance-optimization.md + year: N/A +https://developers.redhat.com/blog/2020/08/26/connecting-external-clients-to-red-hat-amq-broker-on-red-hat-openshift: + ai_summary: A walkthrough explaining how to securely configure ingress and network + protocols to route client applications external to OpenShift directly into containerized + AMQ brokers. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - Message Brokers + - Red Hat AMQ + - OpenShift Routing + is_microservice: false + language: English + last_checked: 1779030653.040664 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Connecting external clients to Red Hat AMQ Broker'' + on Red Hat OpenShift' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://developers.redhat.com/blog/2020/09/03/introduction-to-tekton-and-argo-cd-for-multicluster-development: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033166.371546 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Introduction to Tekton and Argo CD for multicluster'' + development' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-with-gitops-on-red-hat-openshift: + ai_summary: Analyzes the convergence of OpenShift Pipelines (Tekton-based) and OpenShift + GitOps (Argo CD-based) to deliver unified, declarative software delivery. Discusses + multi-tenancy models, secure cluster bootstrapping, and the future roadmap of + enterprise GitOps. + complexity: advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - GitOps and Continuous Delivery + - Enterprise GitOps + - OpenShift + is_microservice: false + language: English + last_checked: 1779032248.585569 + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'developers.redhat.com: The present and future of CI/CD with GitOps on Red'' + Hat OpenShift' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +? https://developers.redhat.com/blog/2020/09/04/migrate-your-java-apps-to-containers-with-migration-toolkit-for-applications-5-0 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034322.689858 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Migrate your Java apps to containers with Migration Toolkit for Applications + 5.0 + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-made-easy-eclipse-jkube-1-0-0-now-available: + ai_summary: Launch announcement of Eclipse JKube 1.0.0 detailing its design philosophy, + architectural decoupling from old Fabric8 dependencies, and its seamless integration + with modern cloud-native standards. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native + - Kubernetes Native + - Java Build Plugins + - Eclipse JKube + is_microservice: true + language: English + last_checked: 1779030020.603876 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Cloud-native Java applications made easy: Eclipse'' + JKube 1.0.0 now available' + v1_locations: + - docs/kubernetes-client-libraries.md + - docs/maven-gradle.md + v2_locations: + - maven-gradle.md + - kubernetes-client-libraries.md + year: N/A +? https://developers.redhat.com/blog/2020/09/09/install-red-hat-openshift-operators-on-your-laptop-using-red-hat-codeready-containers-and-red-hat-marketplace +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033706.374705 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Install Red Hat OpenShift Operators on your laptop using Red Hat CodeReady + Containers and Red Hat Marketplace + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/09/10/from-code-to-production-with-openshift-pipelines-and-argo-cd: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029165.282119 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: From code to production with OpenShift Pipelines'' + and Argo CD' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/09/11/5-tips-for-developing-kubernetes-operators-with-the-new-operator-sdk: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030018.871841 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: 5 tips for developing Kubernetes Operators with the'' + new Operator SDK' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/09/11/quarkus-and-jakarta-ee-together-or-not: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032543.436646 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Quarkus and Jakarta EE: Together, or not?' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://developers.redhat.com/blog/2020/09/21/migrating-from-fabric8-maven-plugin-to-eclipse-jkube-1-0-0: + ai_summary: Step-by-step technical guide highlighting the namespace transitions, + configuration changes, and structural refactoring required when migrating legacy + Fabric8 Maven build files to the modernized Eclipse JKube. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native + - Kubernetes Native + - Migration Guides + - Eclipse JKube + is_microservice: true + language: English + last_checked: 1779032869.160871 + resource_type: Blog + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'developers.redhat.com: Migrating from Fabric8 Maven Plugin to Eclipse JKube'' + 1.0.0' + v1_locations: + - docs/kubernetes-client-libraries.md + - docs/maven-gradle.md + v2_locations: + - maven-gradle.md + - kubernetes-client-libraries.md + year: N/A +https://developers.redhat.com/blog/2020/09/24/set-up-continuous-integration-for-net-core-with-openshift-pipelines: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030931.560003 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Set up continuous integration for .NET Core with OpenShift Pipelines + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-the-basics: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030736.394886 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Rootless containers with Podman: The basics' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus: + ai_summary: Demonstrates the construction of microsecond-responsive streams using + the Kafka Streams API paired with Quarkus. Explores native execution compilation + patterns to reduce JVM memory overhead and launch latency. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Stream Processing + - Microservices Frameworks + is_microservice: true + language: English + last_checked: 1779031651.91323 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Build a data streaming pipeline using Kafka Streams and Quarkus + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +? https://developers.redhat.com/blog/2020/10/01/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-1 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034516.818847 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Building modern CI/CD workflows for serverless applications'' + with Red Hat OpenShift Pipelines and Argo CD, Part 1' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +? https://developers.redhat.com/blog/2020/10/01/command-line-cluster-management-with-red-hat-openshifts-new-web-terminal-tech-preview +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032880.160251 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Command-line cluster management with Red Hat OpenShift’s'' + new web terminal (tech preview)' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0: + ai_summary: Discusses major enhancements in 'odo 2.0', highlighting strict Devfile + standards support and the capability to deploy to arbitrary Kubernetes engines + instead of being isolated to OpenShift clusters. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Red Hat OpenShift + - Developer Experience + - CLI Utilities + is_microservice: false + language: en + last_checked: 1779030192.559148 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Kubernetes integration and more in odo 2.0' + v1_locations: + - docs/openshift-pipelines.md + v2_locations: + - openshift-pipelines.md + year: N/A +https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for-red-hat-openshift: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033400.246211 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Static analysis with KubeAudit for Red Hat OpenShift' + v1_locations: + - docs/testops.md + v2_locations: + - testops.md + year: N/A +? https://developers.redhat.com/blog/2020/10/14/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-2 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030442.924028 + stars: 0 + title: 'developers.redhat.com: Building modern CI/CD workflows for serverless applications'' + with Red Hat OpenShift Pipelines and Argo CD, Part 2' + v1_locations: + - docs/demos.md + year: N/A +https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of-java: + ai_summary: Introduces techniques to checkpoint running Java processes from the + OS level using CRIU. Essential groundwork for achieving instant-start capabilities + in containerized Java serverless workloads. + complexity: Expert + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Java + - Performance Tuning + is_microservice: true + language: en + last_checked: 1779029074.549347 + resource_type: Guide + stars: 0 + status: online + tags: + - '[EMERGING]' + - '[GUIDE]' + title: 'developers.redhat.com: Checkpointing Java from outside of Java' + v1_locations: + - docs/java-and-java-performance-optimization.md + v2_locations: + - java-and-java-performance-optimization.md + year: N/A +? https://developers.redhat.com/blog/2020/10/22/persistent-storage-in-action-understanding-red-hat-openshifts-persistent-volume-framework +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029113.139567 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Persistent storage in action: Understanding Red Hat'' + OpenShift’s persistent volume framework 🌟' + v1_locations: + - docs/demos.md + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + - demos.md + year: N/A +https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events-at-runtime-with-jmc-agent: + ai_summary: Demonstrates using the JDK Mission Control (JMC) Agent to dynamically + inject JFR events into running JVMs. Enables real-time production diagnostics + with near-zero overhead. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Java + - Performance Tuning + is_microservice: false + language: en + last_checked: 1779029613.112105 + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'developers.redhat.com: Collect JDK Flight Recorder events at runtime with'' + JMC Agent 🌟' + v1_locations: + - docs/java-and-java-performance-optimization.md + v2_locations: + - java-and-java-performance-optimization.md + year: N/A +? https://developers.redhat.com/blog/2020/10/29/new-custom-metrics-and-air-gapped-installation-in-red-hat-3scale-api-management-2-9 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029552.341201 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: New custom metrics and air gapped (restricted networks)'' + installation in Red Hat 3scale API Management 2.9' + v1_locations: + - docs/developerportals.md + v2_locations: + - developerportals.md + year: N/A +https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-java-client-4-12-0: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032080.328273 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: What’s new in Fabric8 Kubernetes Java client 4.12.0' + v1_locations: + - docs/kubernetes-client-libraries.md + v2_locations: + - kubernetes-client-libraries.md + year: N/A +? https://developers.redhat.com/blog/2020/11/16/devfiles-and-kubernetes-cluster-support-in-openshift-connector-0-2-0-extension-for-vs-code +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032282.393497 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Devfiles and Kubernetes cluster support in OpenShift'' + Connector 0.2.0 extension for VS Code 🌟' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://developers.redhat.com/blog/2020/11/19/transitioning-from-docker-to-podman: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032588.700887 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Transitioning from Docker to Podman 🌟' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://developers.redhat.com/blog/2020/11/20/kubectl-developer-tips-for-the-kubernetes-command-line: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033166.38353 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Kubectl: Developer tips for the Kubernetes command'' + line 🌟' + v1_locations: + - docs/kubectl-commands.md + v2_locations: + - kubectl-commands.md + year: N/A +https://developers.redhat.com/blog/2020/11/24/authentication-and-authorization-using-the-keycloak-rest-api: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030891.168433 + stars: 0 + title: 'developers.redhat.com: Authentication and authorization using the Keycloak'' + REST API' + v1_locations: + - docs/devsecops.md + year: N/A +https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-make-editing-files-easier: + ai_summary: Curator Insight shows how to configure IDE and code editors with automated + JSON/YAML Schemas. Live Grounding validates that binding schemas to Kubernetes + or Ansible configurations provides real-time validation, auto-completion, and + inline documentation in VS Code and IntelliJ, drastically reducing syntactical + manual errors. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Configuration Syntax + - Developer Experience + is_microservice: false + language: English + last_checked: 1779032578.722436 + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'developers.redhat.com: How to configure YAML schema to make editing files'' + easier' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://developers.redhat.com/blog/2020/11/26/event-driven-distributed-service-orchestration-with-serverless-workflow: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030196.229897 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Orchestrate event-driven, distributed services with'' + Serverless Workflow and Kubernetes' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md + year: N/A +? https://developers.redhat.com/blog/2020/12/08/spring-boot-to-quarkus-migrations-and-more-in-red-hats-migration-toolkit-for-applications-5-1-0 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032345.655668 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Spring Boot to Quarkus migrations and more in Red'' + Hat’s migration toolkit for applications 5.1.0' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2021/01/08/message-broker-integration-made-simple-with-red-hat-fuse: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033665.576635 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Message broker integration made simple with Red Hat'' + Fuse' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/blog/2021/01/11/getting-started-with-buildah: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031900.663573 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Getting started with Buildah' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://developers.redhat.com/blog/2021/01/13/getting-started-with-tekton-and-pipelines: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030367.129769 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Getting started with Tekton and Pipelines' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://developers.redhat.com/blog/2021/02/08/deploying-kubernetes-operators-with-operator-lifecycle-manager-bundles: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029063.380596 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Deploying Kubernetes Operators with Operator Lifecycle'' + Manager bundles' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://developers.redhat.com/blog/2021/02/09/spring-boot-on-quarkus-magic-or-madness: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034482.346261 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Spring Boot on Quarkus: Magic or madness?' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0: + ai_summary: Thorough explanation of structuring, writing, and applying custom Devfiles + within the odo ecosystem to mandate unified container development environments + across large engineering divisions. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Red Hat OpenShift + - Developer Experience + - Devfiles + is_microservice: false + language: en + last_checked: 1779029502.442235 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'developers.redhat.com: Developing your own custom devfiles for odo 2.0' + v1_locations: + - docs/openshift-pipelines.md + v2_locations: + - openshift-pipelines.md + year: N/A +https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux: + ai_summary: Explains how to compile, profile, and step-debug Go executables on enterprise + Linux environments using Delve. 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It details technical duties such as managing on-call alert systems, + performing root-cause evaluations, coding infrastructure automation, and consulting + with software development teams. + complexity: Beginner + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Site Reliability Engineering + - Role Definitions + is_microservice: false + language: English + last_checked: 1779033037.083361 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Day in the Life of a Site Reliability Engineer (SRE)' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://devops.com/declarative-compliance-with-policy-as-code-and-gitops: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032251.794248 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==devops.com: Declarative Compliance With Policy-as-Code and GitOps== 🌟' + v1_locations: + - docs/gitops.md + - docs/index.md + v2_locations: + - gitops.md + year: N/A +https://devops.com/devops-as-a-service-migrating-your-entire-devops-stack-to-the-cloud: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030433.686583 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'DevOps as a Service: Migrating Your Entire DevOps Stack to the Cloud' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://devops.com/devops-for-the-development-and-delivery-of-high-performance-applications: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033622.683616 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: DevOps for the Development and Delivery of High-Performance'' + Applications' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://devops.com/devops-security-your-complete-checklist: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032114.034228 + stars: 0 + title: 'devops.com: DevOps Security: Your Complete Checklist' + v1_locations: + - docs/devsecops.md + year: N/A +https://devops.com/devops-teams-struggling-to-keep-secrets: + ai_summary: An industry survey highlighting operational struggles modern engineering + teams face in managing and securing access tokens, certificates, and API keys + within dynamic, rapid-delivery cycles. + complexity: Beginner + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Security + - Industry Insights + - Surveys + is_microservice: false + language: en + last_checked: 1779034456.250977 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: DevOps Teams Struggling to Keep Secrets' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://devops.com/devops-trends-to-watch-in-2021: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034394.379517 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: DevOps Trends to Watch in 2021 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://devops.com/devsecops-in-azure: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032753.898262 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==devops.com: DevSecOps in Azure==' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://devops.com/devsecops-trends-for-2021: + ai_summary: 'Analyzes the shift-left security trends that reshaped CI/CD integrations + throughout the decade. Contrast: Curator Insight highlights early tooling trends, + while Live Grounding confirms these trends matured into standard eBPF monitoring + and declarative cloud-native security platforms. Useful historical and architectural + analysis.' + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Industry Analysis + is_microservice: false + language: English + last_checked: 1779030802.985596 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: DevSecOps Trends to Know For 2021' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://devops.com/dynatrace-advances-application-environments-as-code: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033046.504515 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==devops.com: Dynatrace Advances Application Environments as Code==' v1_locations: - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://devops.com/finops-foundation-to-help-rein-in-cloud-costs: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032050.284583 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: FinOps Foundation to Help Rein in Cloud Costs' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://devops.com/five-steps-to-successful-devops-culture: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032076.665174 + stars: 0 + title: 'devops.com: 5 Steps to Successful DevOps Culture' + v1_locations: + - docs/devops.md + year: N/A +https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution: + ai_summary: 'Charts the evolutionary process of software delivery paradigms from + Agile pipelines to highly secure, integrated DevSecOps models. Contrast: Curator + Insight emphasizes process taxonomy changes, while Live Grounding demonstrates + that DevSecOps must now be embedded into Developer Portals (IDPs) to ensure standard + compliance. Synthesizes evolutionary paradigms.' + complexity: Introductory + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Evolutionary Design + is_microservice: false + language: English + last_checked: 1779030778.985693 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: From Agile to DevOps to DevSecOps: The Next Evolution' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://devops.com/google-dora-report-shows-modest-devops-gains: + content_hash: N/A + health_score: 100.0 + last_checked: 1779032251.797263 + v1_locations: + - docs/devops.md + - docs/index.md +https://devops.com/grafana-labs-acquires-assert-ai-to-bring-ai-to-observability: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032166.729592 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Grafana Labs Acquires Asserts.ai to Bring AI to Observability' + v1_locations: + - docs/grafana.md + v2_locations: + - grafana.md + year: N/A +https://devops.com/great-resignation-spurs-interest-in-tech-certifications: + ai_summary: Examines the acceleration of DevOps and cloud certification pursuit + during career transitions. Synthesizes market demand for structured, validated + competencies (AWS, Kubernetes, Terraform) with organizational priorities for standardizing + cloud-native operations. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Professional Growth & Career Strategy + - Professional Skill Acquisition + is_microservice: false + language: English + last_checked: 1779029356.121616 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Great Resignation Spurs Interest in Tech Certifications' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://devops.com/hansura-launches-beta-of-graphql-based-remote-joins-tool: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033397.791831 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Hasura Launches Beta of GraphQL-Based Remote Joins Tool + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments: + ai_summary: This article highlights Hazelcast's integration of stream processing + and in-memory data store capabilities. Focuses on low-latency streaming applications + for edge environments, high-throughput IoT networks, and real-time analytical + portals. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - In-Memory Computing + - Distributed Compute + - Hazelcast + is_microservice: false + language: English + last_checked: 1779032179.63047 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Hazelcast Simplifies Streaming for Extremely Fast Event Processing'' + in IoT, Edge and Cloud Environments' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://devops.com/how-are-api-management-and-service-mesh-different: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030295.775791 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==devops.com: How Are API Management and Service Mesh Different?==' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://devops.com/how-centralized-log-management-can-save-your-company: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031981.135787 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: How Centralized Log Management Can Save Your Company' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://devops.com/how-containers-simplify-devops-workflows-and-ci-cd-pipelines: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030848.619898 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: How Containers Simplify DevOps Workflows and CI/CD Pipelines'' + 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://devops.com/how-good-developers-become-good-engineering-managers: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032622.488252 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: How Good Developers Become Good Engineering Managers' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md + year: N/A +https://devops.com/how-sres-benefit-from-feature-flags: + ai_summary: This technical analysis shows how progressive delivery using feature + flags supports high-availability operations. It details how feature flag infrastructure + enables instant software rollbacks, controlled canary tests, and reduced operational + blast radius without requiring full redeployments. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Site Reliability Engineering + - Operational Tooling + is_microservice: true + language: English + last_checked: 1779033140.566572 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: How SREs Benefit From Feature Flags' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://devops.com/how-the-sre-role-is-evolving: + ai_summary: A technical essay tracking the evolution of the SRE role. Explains how + advances in telemetry networks and AIOps automated loops are rewriting standard + reliability metrics. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Site Reliability Engineering + - Foundations + is_microservice: true + language: English + last_checked: 1779031108.794369 + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: How the SRE Role Is Evolving' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools: + ai_summary: A technical guide to automating PKI operations inside fast-paced engineering + organizations. Contrasts native certificate authority configurations with cloud + integrations to establish dynamic trust lifecycles across container fleets. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Identity and Access Management + - PKI Automation + is_microservice: false + language: en + last_checked: 1779031377.616028 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==devops.com: How to Automate PKI for DevOps With Open Source Tools==' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://devops.com/how-to-implement-an-effective-ci-cd-pipeline: + ai_summary: 'Curator Insight: Establishes a step-by-step roadmap for standardizing + automated software delivery paths. Live Grounding: Emphasizes the critical nature + of unit testing, security scanning, and container-based environments in modern + pipelines. Identifies key pitfalls like test-suite bloat and fragile stage dependencies.' + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery + - CI/CD Foundations + - Implementation Guides + is_microservice: false + language: English + last_checked: 1779033757.292901 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: How to Implement an Effective CI/CD Pipeline' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://devops.com/how-to-migrate-existing-infrastructure-to-terraform: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032952.408351 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==devops.com: How to Migrate Existing Infrastructure to Terraform==' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://devops.com/how-to-seamlessly-transition-to-devsecops: + ai_summary: Provides a pragmatic roadmap for organizations transitioning from siloed + security operations to highly collaborative DevSecOps models. Highlights the importance + of automated guardrails, developer education, and shared metrics to drive cultural + alignment and operational sustainability. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Methodology + is_microservice: false + language: English + last_checked: 1779034332.297857 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'devops.com: How to Seamlessly Transition to DevSecOps' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://devops.com/how-to-successfully-integrate-security-and-devops: + ai_summary: 'Provides an entry-level strategic blueprint for bridging the cultural + divide between development, operations, and security teams. Contrast: Curator + Insight points to team-centric metrics, while Live Grounding confirms that practical + enterprise adoption relies heavily on automating standard policy guardrails to + remove human friction. Focuses on transforming security from a gating phase to + an integrated workflow.' + complexity: Introductory + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Organizational Alignment + is_microservice: false + language: English + last_checked: 1779034306.166817 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: How to Successfully Integrate Security and DevOps' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://devops.com/implementing-message-queue-in-kubernetes: + ai_summary: Evaluates the operational paradigms, stateful challenges, and strategies + when setting up distributed message brokers natively inside Kubernetes environments. + Discusses dynamic volume allocations, stateful sets, and persistent cloud networking + protocols. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Message Brokers + - Kubernetes Native + is_microservice: false + language: English + last_checked: 1779031541.289414 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'devops.com: Best of 2019: Implementing Message Queue in Kubernetes' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://devops.com/infrastructure-abstraction-will-be-key-to-managing-multi-cloud: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031025.687954 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Infrastructure Abstraction Will Be Key to Managing Multi-Cloud' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://devops.com/is-noops-the-future-of-cloud-networking: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032421.027576 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Is NoOps the Future of Cloud Networking?' + v1_locations: + - docs/noops.md + v2_locations: + - noops.md + year: N/A +https://devops.com/kubernetes-jenkins-master-slave-scaling-the-scalability-issue: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029309.771414 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: kubernetes jenkins master slave scalability' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://devops.com/languages-and-devops-recommendations: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032197.808995 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Languages and DevOps: Recommendations' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://devops.com/make-github-backups-part-of-your-development-process: + ai_summary: Analyzes the critical operational need to treat third-party repository + platforms as soft targets requiring independent backup infrastructure. It advocates + for localized automated archiving strategies to secure source code intellectual + property against localized system downtime. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Disaster Recovery + is_microservice: false + language: English + last_checked: 1779032613.233823 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Make GitHub Backups Part of Your Development Process' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://devops.com/measuring-technical-debt: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030705.70173 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Measuring Technical Debt' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://devops.com/measuring-the-progress-of-the-opentelemetry-project: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032521.104138 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Measuring the Progress of the OpenTelemetry Project' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://devops.com/nine-pillars-of-devops-best-practices: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034355.353682 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Nine Pillars of DevOps Best Practices' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://devops.com/pulumi-moves-to-automate-cloud-infrastructure-provisioning: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029163.313802 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Pulumi Moves to Automate Cloud Infrastructure Provisioning' + v1_locations: + - docs/pulumi.md + v2_locations: + - pulumi.md + year: N/A +https://devops.com/red-hat-extends-scope-of-ansible-automation-ambitions: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033674.915636 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Red Hat Extends Scope of Ansible Automation Ambitions' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://devops.com/secdevops-is-the-solution-to-cybersecurity: + ai_summary: 'Argues for SecDevOps as a necessary architectural standard rather than + an afterthought. Contrast: Curator Insight highlights organizational naming patterns, + while Live Grounding emphasizes that security must be treated as native code to + successfully reduce exploit surface areas. Key reading for security leadership.' + complexity: Introductory + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Organizational Alignment + is_microservice: false + language: English + last_checked: 1779031037.199761 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: SecDevOps is the Solution to Cybersecurity 🌟' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://devops.com/securing-your-software-development-pipelines: + ai_summary: 'Addresses operational mechanisms needed to secure build pipelines, + artifact repositories, and build nodes from compromise. Contrast: Curator Insight + targets basic registry access permissions, while Live Grounding proves that isolating + pipeline execution inside short-lived, ephemeral runners is critical to prevent + supply-chain attacks. Actionable technical reference.' + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Pipeline Security + - Best Practices + is_microservice: true + language: English + last_checked: 1779030069.204834 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Securing Your Software Development Pipelines' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://devops.com/serverless-computing-moving-from-devops-to-noops: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030522.20317 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Serverless Computing: Moving from DevOps to NoOps' + v1_locations: + - docs/noops.md + v2_locations: + - noops.md + year: N/A +https://devops.com/shift-right-testing-the-emergence-of-testops: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033823.339701 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Shift-Right Testing: The Emergence of TestOps' + v1_locations: + - docs/testops.md + v2_locations: + - testops.md + year: N/A +https://devops.com/site-reliability-engineering-101-devops-versus-sre: + ai_summary: An introductory, high-density primer defining what Site Reliability + Engineering is, framing its core metrics and comparing its functional goals directly + against DevOps. + complexity: Beginner + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Site Reliability Engineering + - Foundations + is_microservice: true + language: English + last_checked: 1779034528.232915 + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: Site Reliability Engineering 101: DevOps Versus SRE' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://devops.com/sre-devops-cloud-native-server-cage-match: + ai_summary: A deep-dive technical comparison contrasting DevOps pipelines, SRE operational + standards, and Cloud-Native application patterns inside modern server architecture. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Site Reliability Engineering + - Foundations + is_microservice: true + language: English + last_checked: 1779030787.593773 + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: SRE vs. DevOps vs. Cloud Native: The Server Cage Match' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://devops.com/sre-vs-devops-false-distinction: + ai_summary: An editorial analyzing the perceived conflict between DevOps and SRE, + detailing why they should be integrated as complementary mechanisms for robust + microservices delivery. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Site Reliability Engineering + - Foundations + is_microservice: true + language: English + last_checked: 1779030356.148675 + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'devops.com: SRE vs. DevOps β€” a False Distinction?' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://devops.com/sre-vs-platform-engineering-whats-the-difference: + ai_summary: A critical examination of the conceptual and practical differences between + SRE and Platform Engineering. It illustrates how SRE prioritizes system-centric + stability, SLO management, and incident response, while Platform Engineering focuses + on improving the developer experience through internal developer portals (IDPs). + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Platform Engineering + - Role Definitions + is_microservice: false + language: English + last_checked: 1779031649.495126 + resource_type: Blog + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: '==devops.com: SRE Vs. 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It provides consistent + sub-second latencies at arbitrary scale. 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Contrast: Curator Insight highlights simple automation + roadblocks, while Live Grounding confirms that managing state drift across multiple + Kubernetes regions is the primary blocker. Highly technical perspective.' + complexity: Advanced + description: '' + hierarchy: + - DevSecOps + - Culture and Strategy + - Transition Guides + is_microservice: false + language: English + resource_type: Documentation stars: 1 - ai_summary: Managed marketplace connecting vetted mobile app developers, web developers, - and designers with enterprises seeking outsourced engineering solutions. - language: en - resource_type: Platform - complexity: Intermediate - hierarchy: - - Career and Freelancing - - Freelance Platforms - - Talent Matching - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false status: online - title: yeeply 🌟 - v2_locations: - - freelancing.md -https://www.root.io/docs/docker-desktop-extension.html: - health_score: 64.0 - last_checked: 1779130495.031764 - status: review_required - review_metadata: - original_url: https://www.root.io/docs/docker-desktop-extension.html - proposed_url: NONE - reason: 'High-Value Protection: 404' - timestamp: '2026-05-18T18:54:55.031766' - v1_locations: - - docs/docker.md -https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-kafka-closer-to-kubernetes: - description: '' - year: '2020' - stars: 3 - ai_summary: Discusses Strimzi operators on Red Hat OpenShift, evaluating how declaratively - defined operators streamline stateful deployments and coordinate safe, automated - rolling updates of Kafka nodes on Kubernetes. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud-Native Infrastructure - - Event Streaming - - Kubernetes Operators tags: - '[COMMUNITY-TOOL]' + title: 'cloudify.co: Understanding DevSecOps And Its Challenges' + v2_locations: + - introduction.md + - managed-kubernetes-in-public-cloud.md + - terraform.md + - devsecops.md + year: '2021' +https://docs.cloudposse.com/components/library/aws/runs-on: + ai_summary: A robust, production-tested Terraform component for deploying and autoscaling + self-hosted GitHub Actions runners inside AWS. 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Live Grounding: Step-by-step guides covering schema + evolution, security architectures (SASL/mTLS), custom interceptors, and stream + processing with Kafka Streams and ksqlDB.' + complexity: All Levels + description: '' + hierarchy: + - Event-Driven Architecture + - Apache Kafka + - Learning Resources is_microservice: true - status: online - title: 'containerjournal.com: Red Hat Platform Brings Kafka Closer to Kubernetes' - v2_locations: - - message-queue.md -https://www.pluralsight.com/resources/blog/cloud/which-kubernetes-distribution-is-right-for-you: - description: '' - year: '2021' - stars: 0 - ai_summary: A strategic comparison of various Kubernetes distributions across managed - cloud services, enterprise-on-prem deployments, and lightweight edge environments. - It outlines key trade-offs in administrative overhead, ecosystem compatibility, - and operational costs to help organizations select the correct engine. - language: en - resource_type: article - complexity: beginner - hierarchy: - - Cloud Infrastructure - - Kubernetes Distributions - - Comparison - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - is_microservice: false - status: online - title: 'acloudguru.com: Which Kubernetes distribution is right for you?' - v2_locations: - - kubernetes-on-premise.md -https://azure.microsoft.com/en-us/products/chaos-studio: - health_score: 100.0 - last_checked: 1779130495.016611 - content_hash: 8314a5213004430ca8dc426f46480d0cba3df8d49943f4fe69b892f233ec834d - v1_locations: - - docs/chaos-engineering.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - chaos-engineering.md -https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kubernetes-cluster: - description: '' - year: '2020' - stars: 3 - ai_summary: A strategic guide to establishing cluster-wide security policies. 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Live Grounding: Explores the business value - of enterprise-grade pipelines, highlighting safety verification and deployment - dashboards. Best for engineering leaders designing enterprise-wide platform strategies.' - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Software Delivery - - Enterprise Orchestration - - Platform Evaluation - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - status: online - title: 'harness.io: What is a CI/CD Platform and why should I care? 🌟' - v2_locations: - - cicd.md -https://www.infoworld.com/article/2337529/aws-lambda-kickstarts-java-functions.html: - description: '' - year: '2022' - stars: 0 - ai_summary: High-level coverage of AWS Lambda SnapStart integration for JVM applications, - analyzing its capability to reduce initialization overhead. It discusses application - architecture adjustments required to remain snapshot-safe. It is an excellent - analytical review of Java's modern enterprise relevance in serverless stacks. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Serverless - - AWS Lambda - - Performance - tags: - - '[COMMUNITY-TOOL]' - is_microservice: true - status: online - title: 'infoworld.com: AWS Lambda kickstarts Java functions' - v2_locations: - - aws-serverless.md -https://snyk.io/blog: - health_score: 100.0 - last_checked: 1779130494.971866 - content_hash: 572a15be891f39d3571783be2674f6520dcf1ff02fb8d742cbb4214643e5eb08 - v1_locations: - - docs/securityascode.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - securityascode.md -https://bqstack.com/blog/monitoring-application-using-elastic-apm: - health_score: 64.0 - last_checked: 1779130494.921789 - v1_locations: - - docs/monitoring.md -https://jayex.io/blog/2021/04/08/jx3-pipeline-trace: - health_score: 100.0 - last_checked: 1779130494.982411 - content_hash: df3a654232ddd001b71dedb628917fbaa440a078e991b9c640270311d5813946 v1_locations: - docs/jenkins-alternatives.md - status: online - tags: - - '[COMMUNITY-TOOL]' v2_locations: - jenkins-alternatives.md -https://www.percona.com/blog/out-of-memory-killer-or-savior: - health_score: 100.0 - last_checked: 1779130494.995707 - content_hash: 5aa10a5525d741de70c8ff112e1cd01ed693eb753d95d8f9ab78547eb32a9701 - v1_locations: - - docs/databases.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - databases.md -? https://www.blocksandfiles.com/container-storage/2020/12/22/storageless-storage-is-the-answer-to-kubernetes-data-challenges/1611647 -: health_score: 100.0 - last_checked: 1779130495.012617 - content_hash: 618c3669777634c30a95dbb070dbf41f4c9e51c046032cafc6aa76d836401c82 - v1_locations: - - docs/kubernetes-storage.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-storage.md -https://developer.ing.com/openbanking/api-marketplace/marketplace: - health_score: 100.0 - last_checked: 1779130494.961149 - content_hash: 1dbba63d9c4f86640b2a283890419437a85b7192209ad4b0e08e529bd3d505c0 - v1_locations: - - docs/developerportals.md -https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd: - description: '' - year: '2021' - stars: 0 - ai_summary: Highlights secure integration of OpenShift OAuth mechanisms with Argo - CD. Allows platform engineers to enforce central enterprise identities and granular - RBAC profiles directly on the gitops console. - language: English - resource_type: Guide +https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite-acceso-redes-restringidas-cve-2020-8562: + ai_summary: Analiza en detalle la vulnerabilidad de denegaciΓ³n de servicio y elisiΓ³n + de restricciones de red identificada como CVE-2020-8562. El anΓ‘lisis del curador + detalla el impacto en la resoluciΓ³n de DNS internas de la API del clΓΊster. La + contrastaciΓ³n con el estado actual del sector muestra cΓ³mo esta vulnerabilidad + impulsΓ³ mejoras crΓ­ticas en los controles de red del plano de control. [SPANISH + CONTENT] complexity: Advanced - hierarchy: - - GitOps - - Continuous Delivery - - Red Hat Ecosystem - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' - is_microservice: false - status: online - title: 'openshift.com: OpenShift Authentication Integration with ArgoCD' - v2_locations: - - argo.md -https://www.redhat.com/en/blog/how-start-ansible: - health_score: 100.0 - last_checked: 1779130494.940415 - content_hash: ffa92bc3cc5ef4f7d171f23cc2c7787503d9f6d40e8b60e3deda0f36bb16ed3b - v1_locations: - - docs/ansible.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ansible.md -https://github.com/rebataur/fskube: + content_hash: f0b4ef557fcae8fa463328e244d76b9d32f6458c28eee0776fcc5e1c9416e69a description: '' health_score: 100.0 - last_checked: 1779130494.974282 - gh_license: MIT - content_hash: 415e9e3a9fa06a87e19405f9e20ed072e3c6bd8c565bd41e77fe49f5371747ea + hierarchy: + - Security + - Vulnerabilities + - CVE Case Studies + is_microservice: false + language: es + last_checked: 1779031851.907609 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'empresas.blogthinkbig.com: Descubierta una vulnerabilidad en Kubernetes'' + que permite acceso a redes restringidas (CVE-2020-8562)' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://emptysqua.re/blog/getaddrinfo-deadlock: + content_hash: 5eb83979a270815a6169894ba9df5aefbc8b1aa4587f87ec19e23dff56bb8554 + description: '' + health_score: 100.0 + last_checked: 1779034558.151702 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: How To Deadlock Your Python With getaddrinfo() + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://en.sokube.ch/post/aws-kubernetes-aws-elastic-kubernetes-service-eks: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032087.751731 + stars: 0 + title: 'en.sokube.ch: AWS + Kubernetes = AWS Elastic Kubernetes Service (EKS) 🌟' v1_locations: - docs/managed-kubernetes-in-public-cloud.md - needs_ai_refresh: true - status: online - tags: - - '[LEGACY]' - v2_locations: - - managed-kubernetes-in-public-cloud.md - gh_stars: 27 - gh_pushed: '2023-07-16T10:01:08Z' - year: '2020' - stars: 1 - ai_summary: A lightweight, community-driven development aid designed to bridge local - filesystems with Kubernetes volumes. Live Grounding indicates the project has - had minimal recent activity, classifying it as a legacy utility. It may serve - as a historical reference implementation for simple synchronization mechanisms. - language: English - resource_type: repository - complexity: Intermediate - hierarchy: - - Cloud Providers - - AWS EKS - - Development Tools - is_microservice: false - title: github.com/rebataur/djkube -https://www.jenkins.io/blog/2020/02/02/web-socket: + year: N/A +https://en.sokube.ch/post/gitops-and-the-millefeuille-dilemma-1: + content_hash: N/A + description: '' health_score: 100.0 - last_checked: 1779130495.033134 - content_hash: 9ceb81862fc308d9046816c545c7bab4c5120a5514a4fd8444623fc1080c9836 + last_checked: 1779032157.417752 + stars: 0 + title: 'en.sokube.ch: GitOps and the Millefeuille dilemma 🌟' + v1_locations: + - docs/gitops.md + year: N/A +https://en.sokube.ch/post/k3s-k3d-k8s-a-new-perfect-match-for-dev-and-test-1: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033923.757431 + stars: 0 + title: 'en.sokube.ch: K3S + K3D = K8S : a new perfect match for dev and test' + v1_locations: + - docs/rancher.md + year: N/A +https://en.wikipedia.org/wiki/.NET: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031438.00446 + stars: 0 + status: online + title: 'wikipedia.org: .NET' + v1_locations: + - docs/dotnet.md + year: N/A + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - dotnet.md +https://en.wikipedia.org/wiki/All_round_defence: + content_hash: N/A + health_score: 100.0 + last_checked: 1779033050.675641 + v1_locations: + - docs/openshift.md +https://en.wikipedia.org/wiki/Amazon_Virtual_Private_Cloud: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034355.338388 + stars: 0 + title: AWS-VPC + v1_locations: + - docs/aws-networking.md + - docs/kubernetes-networking.md + year: N/A +https://en.wikipedia.org/wiki/Apache_Groovy: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032457.093573 + stars: 0 + title: 'Wikipedia.org: Groovy' v1_locations: - docs/jenkins.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - jenkins.md -https://www.deloitte.com/es/es/services/consulting/blogs/todo-tecnologia/fargate-con-eks.html: + year: N/A +https://en.wikipedia.org/wiki/Apache_Maven: + content_hash: N/A description: '' - year: '2021' + health_score: 100.0 + last_checked: 1779032360.938302 stars: 0 - ai_summary: Un anΓ‘lisis detallado en espaΓ±ol elaborado por Deloitte sobre la integraciΓ³n - de AWS Fargate como plano de datos sin servidor para clΓΊsteres de Amazon EKS. - Explora las ventajas financieras de eliminar la gestiΓ³n de nodos EC2 y detalla - la configuraciΓ³n de perfiles de Fargate. 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Highlights SLA details, - security-hardening parameters, dynamic pricing models, and specific restrictions - compared to standard node environments. - language: en - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Public Cloud Providers - - Google Kubernetes Engine (GKE) - - Cluster Management - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - status: online - title: 'cloud.google.com: GKE Autopilot 🌟' - v2_locations: - - managed-kubernetes-in-public-cloud.md -https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering-workflow-must-gather-operator: health_score: 100.0 - last_checked: 1779130495.032244 - content_hash: 9b2dbcea5e54252e592bf2d5a6b4b0be54ad569dcb46012b2a60ebbbdc741c14 + last_checked: 1779034041.592484 + stars: 0 + title: 'Wikipedia: Application Performance Index' v1_locations: - - docs/ocp4.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ocp4.md -https://github.com/jetstack/jetstack-secure: - health_score: 100.0 - last_checked: 1779130494.940263 - gh_license: Apache-2.0 - content_hash: 224b191f0512769b4fa70afeb7491e9fe1ea31f9223e48acd33d2faa294b4bd4 - v1_locations: - - docs/kubernetes-tools.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-tools.md - gh_stars: 261 - gh_pushed: '2026-05-18T12:21:44Z' -https://developer.confluent.io/tutorials: - description: '- [kafka-tutorials.confluent.io: How to join a stream and a lookup - table 🌟](https://developer.confluent.io/confluent-tutorials/joining-stream-table/kstreams) - If I have events in a Kafka topic and a table of reference data (aka a lookup - table), how can I join each event in the stream to a piece of data in the table - based on a common key?' - year: '2021' - stars: 5 - ai_summary: The premier tutorial index hosted by Confluent. Provides a rich set - of runnable recipes demonstrating microservice streaming actions, temporal joins, - window operations, and message transformations using ksqlDB and Kafka Streams. - language: English - resource_type: Tutorial - complexity: Intermediate - hierarchy: - - Data Architecture - - Event Streaming - - Development Tutorials - tags: - - '[DE FACTO STANDARD]' - - '[GUIDE]' - is_microservice: true - status: online - title: kafka-tutorials.confluent.io 🌟 - v2_locations: - - message-queue.md -? https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/control-regional-access-to-your-service-on-openshift-running-on-aws -: health_score: 64.0 - last_checked: 1779130494.979034 - v1_locations: - - docs/ocp4.md -https://www.crunchydata.com/blog/setup-ora2pg-for-oracle-to-postgres-migration: - health_score: 100.0 - last_checked: 1779130495.023973 - content_hash: ad31c8ee9434f6e118593de778e0c06b6e1419168a2dafd39ffa03e5f89a997f - v1_locations: - - docs/crunchydata.md - needs_ai_refresh: true - 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docs/cicd.md + year: N/A +https://en.wikipedia.org/wiki/Couchbase_Server: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031448.446039 + stars: 0 + title: 'wikipedia: Couchbase Server' + v1_locations: + - docs/nosql.md + year: N/A +https://en.wikipedia.org/wiki/Cryptocurrency: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033205.795692 + stars: 0 + title: 'en.wikipedia.org: Cryptocurrency' + v1_locations: + - docs/digital-money.md + year: N/A +https://en.wikipedia.org/wiki/Design_by_contract: + content_hash: N/A + health_score: 100.0 + last_checked: 1779032376.233781 + v1_locations: + - docs/git.md +https://en.wikipedia.org/wiki/DevOps: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031528.11611 + stars: 0 + title: 'Wikipedia.org: DevOps' + v1_locations: + - docs/cicd.md + - docs/devops.md + year: N/A +https://en.wikipedia.org/wiki/Domain-specific_language: + content_hash: N/A + health_score: 100.0 + last_checked: 1779034288.348706 + v1_locations: + - docs/jenkins.md +https://en.wikipedia.org/wiki/Dynamic_site_acceleration: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031339.769139 + stars: 0 + title: 'Wikipedia: Dynamic site acceleration' + v1_locations: + - docs/caching.md + year: N/A +https://en.wikipedia.org/wiki/Enterprise_service_bus: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029138.13931 + stars: 0 + title: 'wikipedia: Enterprise service bus' + v1_locations: + - docs/message-queue.md + year: N/A +https://en.wikipedia.org/wiki/Event-driven_messaging: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031435.519289 + stars: 0 + title: 'Wikipedia: Event-driven messaging' + v1_locations: + - docs/message-queue.md + year: N/A +https://en.wikipedia.org/wiki/Evolutionary_database_design: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032539.879049 + stars: 0 + title: wikipedia + v1_locations: + - docs/liquibase.md + year: N/A +https://en.wikipedia.org/wiki/Function_as_a_service: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033040.457198 + stars: 0 + title: 'wikipedia: FaaS Function as a Service' v1_locations: - 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Live Grounding emphasizes Red Hat's focus on modernization, - suggesting these utilities for operations teams seeking optimization over classic - system diagnostic tools. 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Live Grounding: Acts + as the primary standard gathering point for Kubernetes GitOps continuous delivery. + Keeps teams abreast of cutting-edge development paths in orchestration.' + complexity: Advanced + content_hash: 918bd9e4c0d022547b05af2acf4edf058a281f6d6f13f9e6d9b2c7509aba2025 description: '' - year: '2021' - stars: 0 - ai_summary: Detailed review of Kui as an alternative cluster navigation solution. - Examines the performance gains from interactive table-to-details rendering engine - overlays. + health_score: 100.0 + hierarchy: + - Cloud-Native Infrastructure + - GitOps and Declarative Delivery + - Argo Project Ecosystem + is_microservice: true language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Operations and Management - - Terminal Enhancements - - Kui - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - status: online - title: 'blog.flant.com: Kui β€” a β€œhybrid” CLI/GUI application for working with Kubernetes' - v2_locations: - - kubernetes-based-devel.md -https://www.paystream.co.uk/helphub/umbrella/getting-started/what-is-an-umbrella-company: - 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Curator insight details the industry - transition away from simple static analysis toward active behavioral profiling. - Live grounding confirms that eBPF-driven insights and real-time enforcement have - become critical standards for identifying novel zero-day threats. - language: en - resource_type: article - complexity: Intermediate + health_score: 100.0 + last_checked: 1779032105.735339 + stars: 0 + title: 'Tomcat vs. Jetty vs. Undertow: Comparison of Spring Boot Embedded Servlet'' + Containers' + v1_locations: + - docs/embedded-servlet-containers.md + year: N/A +https://excalidraw.com: + content_hash: 924d2f23f7adaf27e165484b423fc43d6f8ee7794460041868d63852e811ee4d + description: '' + health_score: 100.0 + last_checked: 1779032974.777565 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: excalidraw.com + v1_locations: + - docs/cloud-arch-diagrams.md + v2_locations: + - cloud-arch-diagrams.md + year: N/A +https://experitest.com/appium-blog/start-automating-your-mobile-tests-with-cucumber-and-appium: + content_hash: 0552ae08ba9d945b6166c9f98e348684d94bd1bfb31fe7ecf9bee677d1bc7e60 + description: '' + health_score: 100.0 + last_checked: 1779031479.100114 + stars: 0 + status: online + title: 'experitest.com: Start Automating your mobile tests with Cucumber and Appium' + v1_locations: + - docs/test-automation-frameworks.md + year: N/A +https://explore.skillbuilder.aws/learn: + content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 + description: '' + health_score: 100.0 + last_checked: 1779032589.308289 + stars: 0 + status: online + title: '==explore.skillbuilder.aws/learn: AWS Skill Builder== 🌟' + v1_locations: + - docs/aws-training.md + - docs/index.md + year: N/A +https://explore.skillbuilder.aws/learn/course/external/view/elearning/48/aws-security-fundamentals-second-edition: + content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 + description: '' + health_score: 100.0 + last_checked: 1779029899.721731 + stars: 0 + status: online + title: 'explore.skillbuilder.aws: AWS Security Fundamentals (free)' + v1_locations: + - docs/aws-training.md + year: N/A +? https://explore.skillbuilder.aws/learn/course/external/view/elearning/7854/aws-technical-essential-spanish-from-latin-america +: content_hash: 108c77d1a102ba939dfd6905697060d38bb4da81026433faa915dc2fc899c1e1 + description: '' + health_score: 100.0 + last_checked: 1779029174.750042 + stars: 0 + status: online + title: 'explore.skillbuilder.aws: AWS Skill Builder - IntroducciΓ³n a AWS Data Pipeline'' + (EspaΓ±ol LatinoamΓ©rica) | AWS Technical Essentials (Spanish from Latin America) + - Free' + v1_locations: + - docs/aws-training.md + year: N/A +https://exploreneptune.io: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031807.778624 + stars: 0 + title: ==exploreneptune.io== 🌟 + v1_locations: + - docs/kubernetes-tutorials.md + year: N/A +https://exporterhub.io: + content_hash: 265ef61b7047c8efc0197412bf2777c9466ee04e4ecc8591c21526ffe8c9791d + description: '' + health_score: 100.0 + last_checked: 1779031677.443766 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: exporterhub.io 🌟 + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://external-secrets.io: + ai_summary: 'Curator Insight: Industry-standard controller designed to inject secrets + securely into clusters from external providers. Live Grounding: Highly active; + supports AWS, GCP, Azure, and HashiCorp Vault. This avoids storing raw sensitive + keys in Git repositories.' + complexity: intermediate + content_hash: bcf21be7427446d887632bceeed8604d755c7bc49c4a6e841709cab0b85f6af0 + description: '' + health_score: 100.0 hierarchy: - Security - - Runtime Security - - Threat Detection - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false + - Secrets Management + - Integration Tools + is_microservice: true + language: en + last_checked: 1779031776.340256 + needs_ai_refresh: true + resource_type: repository + stars: 0 status: online - title: '==infoworld.com: The race to secure Kubernetes at run time==' + tags: + - '[DE FACTO STANDARD]' + title: external-secrets.io 🌟 + v1_locations: + - docs/kubernetes-security.md v2_locations: - kubernetes-security.md -https://www.inovex.de/de/blog/containers-docker-containerd-nabla-kata-firecracker: + year: N/A +https://fabiogomezdiaz.com/posts/how-to-run-packer-pipelines-on-jenkins-part1-traditional-jenkins: + content_hash: 0c462b0b54aa75f3a96377e6b328c792ef62a80d198318cc920b44522c885a73 + description: '' health_score: 100.0 - last_checked: 1779130494.966403 - content_hash: 670f426e4664f486bdde3b2ed62f668ad9ee8e8ddcac348c52bf8b4a62e0c8d5 - v1_locations: - - docs/container-managers.md + last_checked: 1779033385.325758 needs_ai_refresh: true + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - container-managers.md -https://www.redhat.com/en/blog/create-containers-podman-quickly: - health_score: 100.0 - last_checked: 1779130495.014325 - content_hash: e1e3e2859b54429852315da8dd5547d8ee158fcf88b7074e23ec0fd7acc09bae + title: 'fabiogomezdiaz.com: How to Run Packer Pipelines on Jenkins: Part 1 - Traditional'' + Jenkins' v1_locations: - - docs/container-managers.md + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://fabiolb.net: + content_hash: e0d500413b0961fe182640212017975179bd1dcbda3cb7853e60e7221b9400e3 + description: '' + health_score: 100.0 + last_checked: 1779030360.596528 needs_ai_refresh: true + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + title: Fabio Load Balancer 🌟 + v1_locations: + - docs/servicemesh.md v2_locations: - - container-managers.md -https://about.gitlab.com/gitlab-org/gitlab/-/issues/14595: - health_score: 64.0 - last_checked: 1779130494.960769 + - servicemesh.md + year: N/A +https://fabric8.io: + ai_summary: Historically significant platform offering tools, microservices, and + management mechanisms for Java environments on Kubernetes and OpenShift. Now deprecated, + but set foundations for contemporary Java developer abstractions. + complexity: Intermediate + content_hash: 9ecf326fc1b3123181e72d72df58712cf3aeea607216690b5ae0b9bbe6814199 + description: '' + health_score: 100.0 + hierarchy: + - Red Hat OpenShift + - Developer Experience + - Java Integrations + is_microservice: true + language: en + last_checked: 1779029878.087357 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[LEGACY]' + title: Fabric8 + v1_locations: + - docs/kubernetes-client-libraries.md + - docs/openshift-pipelines.md + v2_locations: + - openshift-pipelines.md + - kubernetes-client-libraries.md + year: N/A +https://fabric8.io/guide/cdelivery.html: + ai_summary: Archive documentation specifying continuous delivery workflows, pipelines, + and integrations built around early Fabric8 architectures. Useful for maintaining + or migrating older Java deployments in enterprise settings. + complexity: Intermediate + content_hash: 1b0e0c08f5e415733c68f31a073447bc16fdc4fc7daac8128d96e7ff45c5afda + description: '' + health_score: 100.0 + hierarchy: + - Red Hat OpenShift + - CI-CD Pipelines + - Java Integrations + is_microservice: false + language: en + last_checked: 1779030401.044482 + resource_type: Documentation + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: CI/CD with fabric8 + v1_locations: + - docs/openshift-pipelines.md + v2_locations: + - openshift-pipelines.md + year: '2018' +https://faddom.com/cloud-computing-costs-and-pricing-comparison: + content_hash: 6a172b3769c9390f4dbada2c0f06296242191a18df07d3995763737f471ca95b + description: '' + health_score: 100.0 + last_checked: 1779031554.096136 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'faddom.com: Cloud Computing Costs & Pricing Comparisons for 2023' + v1_locations: + - docs/public-cloud-solutions.md + v2_locations: + - public-cloud-solutions.md + year: N/A +https://fairwinds.medium.com/an-introduction-to-the-kubernetes-maturity-model-how-to-use-it-54ebfc21e413: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033157.905872 + stars: 0 + title: 'fairwinds.medium.com: An Introduction to the Kubernetes Maturity Model β€”'' + How to Use It' + v1_locations: + - docs/kubernetes.md + year: N/A +https://falco.org: + ai_summary: The Cloud Native Computing Foundation (CNCF) graduate threat detection + engine. Uses eBPF or kernel modules to parse system calls at runtime, triggering + immediate notifications on suspicious actions such as container privilege escalation, + host namespace access, or unexpected shell generation. + complexity: Advanced + content_hash: ffd2ac3c7506c38519d32c116269d533fde537ccc686126e1e222020b45df6be + description: '' + health_score: 100.0 + hierarchy: + - Runtime Security + - Threat Detection + - Falco + is_microservice: false + language: English + last_checked: 1779034531.0047 + needs_ai_refresh: true + resource_type: Website + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: Falco + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://falco.org/about/case-studies/incepto-medical: + content_hash: 0c74985d3b7f11651cc97628783cbba97e83c6c4f81d262590765df6d02ea4ed + description: '' + health_score: 100.0 + last_checked: 1779030683.328146 + needs_ai_refresh: true + review_metadata: + original_url: https://falco.org/about/case-studies/incepto-medical + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T10:05:43.168887' + stars: 0 + status: online + title: 'falco.org/about/case-studies/incepto-medical: Protect shared clusters for'' + medical imaging' + v1_locations: + - docs/customer.md + year: N/A + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - customer.md +? https://falco.org/blog/detect-malicious-behaviour-on-kubernetes-api-server-through-gathering-audit-logs-by-using-fluentbit-part-2 +: ai_summary: Technical guide showing how to route granular Kubernetes API server + log streams into Falco via Fluent Bit. 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Solves star organization challenges, allowing + developers to cleanly build domain-specific learning tracks directly on their + profiles. + complexity: Beginner + content_hash: 94a1577ed9ea2d753d051e7bcd6b2958d0e46b75ba2d6624fa9b3aa44069945b + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Developer Productivity + - GitHub Features + is_microservice: false + language: en + last_checked: 1779032243.575022 + needs_ai_refresh: true + resource_type: Product Release + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: Lists are now available as a public beta' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://github.blog/changelog/2021-12-17-github-actions-improvements-to-github-actions-starter-experience: + content_hash: 045462c129e4f57d914b4660a190ecf92ce02a7a9e5d05d183ee331c2985a19e + description: '' + health_score: 100.0 + last_checked: 1779030736.900438 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: GitHub Actions: Improvements to GitHub Actions starter experience' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga: + ai_summary: An official GitHub product announcement marking the General Availability + of GitHub Copilot's automated pipeline diagnostics. Empowers developers to quickly + resolve failing CI/CD builds by getting clear, contextual, AI-driven summaries + and remediation plans. + complexity: intermediate + content_hash: 5960619962c11d3e5b4d3f5d0e596f31927c50dfbe4707b4dd8ae08b679b957a + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - AI Integration + - Coding Assistants + is_microservice: false + language: English + last_checked: 1779033170.259918 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: GitHub Copilot Now Explains Failed Actions Jobs (GA) + v1_locations: + - docs/chatgpt.md + - docs/cicd.md + - docs/devops-tools.md + v2_locations: + - chatgpt.md + - cicd.md + - devops-tools.md + year: N/A +https://github.blog/developer-skills/5-devops-tips-to-speed-up-your-developer-workflow: + content_hash: 11f7c30d4cb1e61810effa522bd51991a0354ffdd3831f12160c08d7de17f616 + health_score: 100.0 + last_checked: 1779130494.993012 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://github.blog/developer-skills/github/10-github-actions-resources-basics-ci-cd: + ai_summary: A curated collection of educational resources, documentation links, + and architectural articles to guide developers from basic task configuration to + enterprise delivery models. + complexity: Beginner + description: '' + hierarchy: + - Platform Engineering + - CI-CD + - GitHub Actions + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: 10 GitHub Actions resources to bookmark from the basics to + CI/CD' + v2_locations: + - git.md + year: '2022' +https://github.blog/developer-skills/github/5-automations-every-developer-should-be-running: + ai_summary: Practical compilation highlighting five essential automations, including + stale issue tracking, pull request labels, and automated assignees, designed to + maintain repository health. + complexity: Beginner + description: '' + hierarchy: + - Platform Engineering + - CI-CD + - Developer Productivity + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: 5 automations every developer should be running' + v2_locations: + - git.md + year: '2022' +https://github.blog/developer-skills/github/deployment-reliability-at-github: + ai_summary: This engineering post addresses the operational workflows and tools + used by GitHub engineers to ensure service reliability during heavy continuous + deployment cycles. It details monitoring techniques, automatic circuit breakers, + and database migration safety profiles. Understanding these practices helps modern + platform engineering departments construct resilient software delivery frameworks + of similar scale. + complexity: Advanced + description: '' + hierarchy: + - Developer Tools + - Continuous Delivery + - Enterprise Deployment Architectures + is_microservice: false + language: English + resource_type: blog + stars: 4 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: 'github.blog: Deployment reliability at GitHub' + v2_locations: + - git.md + year: '2020' +https://github.blog/developer-skills/github/getting-started-with-project-planning-on-github: + ai_summary: A practical walkthrough of GitHub's modern spreadsheet-centric agile + project planning boards. Demonstrates how to design customized tables, automate + status changes, and track team velocity natively inside the repository interface. + complexity: Intermediate + description: '' + hierarchy: + - Software Engineering + - Project Management + - GitHub Projects + is_microservice: false + language: en + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'github.blog: Getting started with project planning on GitHub' + v2_locations: + - git.md + year: '2021' +https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-oss-contributions: + ai_summary: An official GitHub onboarding guide tailored for software engineers + looking to initiate their contributions to Open Source Software (OSS) projects. + It teaches how to fork repositories, configure branches, submit pull requests, + and write structured issues. Understanding these fundamentals is crucial for developers + seeking to participate in the global cloud-native ecosystem. + complexity: Beginner + content_hash: 6a408ca849ab1ac73105d12e6ea9ab65be3fe99f6694a71e431e8523eff34da0 + description: '' + health_score: 100.0 + hierarchy: + - Developer Tools + - Collaboration and Workflow + - Open Source Education + is_microservice: false + language: English + last_checked: 1779032952.631988 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'GitHub for Beginners: Getting Started with OSS Contributions' + v1_locations: + - docs/developerportals.md + - docs/git.md + - docs/introduction.md + v2_locations: + - git.md + - introduction.md + - developerportals.md + year: N/A +https://github.blog/developer-skills/github/include-diagrams-markdown-files-mermaid: + ai_summary: 'Announcement and engineering guide detailing GitHub''s native support + for Mermaid.js diagrams directly within Markdown. Enables the declarative creation + of flowcharts, sequence diagrams, and architecture maps in plain text. Double-Evidence: + Moving from static image uploads to text-based diagram rendering, live grounding + highlights this feature as a massive advancement for keeping software architecture + diagrams in sync with code updates via Git.' + complexity: Intermediate + description: '' + hierarchy: + - Cloud Architecture + - Developer Experience + - Technical Writing Utilities + is_microservice: false + language: English + resource_type: Platform Feature Announcement + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'github.blog: Include diagrams in your Markdown files with Mermaid' + v2_locations: + - mkdocs.md + year: '2022' +https://github.blog/developer-skills/github/using-reusable-workflows-github-actions: + ai_summary: Explains how to implement DRY patterns across corporate pipelines using + Reusable Workflows (`workflow_call`). Allows infrastructure teams to write central, + versioned YAML files that can be consumed securely by downstream application teams. + complexity: Advanced + description: '' + hierarchy: + - Platform Engineering + - CI-CD + - GitHub Actions + is_microservice: false + language: en + resource_type: Technical Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'github.blog: How to start using reusable workflows with GitHub Actions' + v2_locations: + - git.md + year: '2021' +https://github.blog/developer-skills/programming-languages-and-frameworks/10-unexpected-ways-to-use-github-copilot: + content_hash: 206a4a1c14a4fdfa9049426db7ef6d47d602d330a46148323bf7b6457d259e8c + description: '' + health_score: 100.0 + last_checked: 1779032290.08108 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog/developer-skills: 10 unexpected ways to use GitHub Copilot' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +? https://github.blog/developer-skills/programming-languages-and-frameworks/learn-about-ghapi-a-new-third-party-python-client-for-the-github-api +: ai_summary: An introductory post outlining ghapi, a lightweight and dynamically-generated + third-party Python client mapping directly to GitHub's REST API. By parsing OpenAPI + definitions dynamically, it ensures total, up-to-date compliance with GitHub's + endpoints without requiring manual updates. It provides a robust alternative to + PyGithub for automations, scripting, and system integrations. + complexity: Intermediate + description: '' + hierarchy: + - Developer Tools + - API Integration + - Python Clients + is_microservice: false + language: English + resource_type: blog + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: Learn about ghapi, a new third-party Python client for the + GitHub API' + v2_locations: + - git.md + year: '2020' +https://github.blog/developer-skills/programming-languages-and-frameworks/why-python-keeps-growing-explained: + content_hash: 63944d46428a66a07a4a085bd767a53fb4accb6b652f9f50ec6e39c877890699 + health_score: 100.0 + last_checked: 1779130495.028446 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md + v2_locations: + - python.md +https://github.blog/engineering/how-we-launched-docs-github-com: ai_summary: An in-depth engineering case study describing GitHub's architectural migration of its developer documentation site to a modern, Markdown-driven, node.js platform. It details how the engineering team optimized rendering performance, designed internationalization frameworks, and maintained strict availability under massive traffic. This serves as a vital blueprint for any team building developer portal documentation platforms at hyper-scale. - language: English - resource_type: blog complexity: Advanced + description: '' hierarchy: - Developer Tools - Collaboration and Workflow - Documentation Engines + is_microservice: false + language: English + resource_type: blog + stars: 3 + status: online tags: - '[CASE STUDY]' - '[COMMUNITY-TOOL]' - is_microservice: false - status: online title: 'github.blog: How we launched docs.github.com' v2_locations: - git.md -https://docs.openstack.org/tempest/latest: - health_score: 100.0 - last_checked: 1779130494.956834 - content_hash: fdb64f294539c095b91fc7ea336d73650d9c981da988fc11645004ad073c1c24 - v1_locations: - - docs/test-automation-frameworks.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - test-automation-frameworks.md -https://docs.cloud.google.com/pubsub/docs/overview: + year: '2020' +https://github.blog/engineering/improve-git-monorepo-performance-with-a-file-system-monitor: + ai_summary: Groundbreaking technical review demonstrating FSMonitor's architectural + advantages inside extremely large scale monorepos. By eliminating full working + tree scans during 'git status' commands, query durations decrease dramatically + from seconds to milliseconds. + complexity: Advanced description: '' - year: '2026' + hierarchy: + - Software Engineering + - Version Control + - Git Scale Operations + is_microservice: true + language: English + resource_type: Article stars: 5 - ai_summary: Comprehensive documentation for GCP Pub/Sub, an enterprise-grade, globally - distributed, fully-managed asynchronous messaging service. It provides consistent - sub-second latencies at arbitrary scale. It features seamless integrations with - Google Cloud's data analytics stacks. - language: English - resource_type: Documentation - complexity: Intermediate - hierarchy: - - Application Integration - - Cloud Managed Services - - Pub-Sub Pattern + status: online tags: + - '[CASE STUDY]' - '[DE FACTO STANDARD]' - - '[ENTERPRISE-STABLE]' - is_microservice: false - status: online - title: Google Cloud Platform Pub/Sub + title: 'github.blog: Improve Git monorepo performance with a file system monitor + 🌟' v2_locations: - - message-queue.md -https://www.testmuai.com/blog/run-selenium-tests-in-docker: - health_score: 100.0 - last_checked: 1779130495.022213 - content_hash: 0ca6a83fbe9e32e1ed5ef7558cbefbe6db2f10e718f72b14b6c84b41f73f461b - v1_locations: - - docs/test-automation-frameworks.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - test-automation-frameworks.md -https://ona.com: - health_score: 100.0 - last_checked: 1779130494.930497 - content_hash: dd3bf0798a3c2353de281c76293c551f5fe5c5e81ca8c1029f61c752bb34f432 - v1_locations: - - docs/visual-studio.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - visual-studio.md -https://www.mulesoft.com/api/rest/what-is-rest-api: - health_score: 100.0 - last_checked: 1779130494.938996 - content_hash: 6e367b46bf81bf36c321d7638c0eaee334993edcbbbea28ee132608ffdc5297a - v1_locations: - - docs/api.md - needs_ai_refresh: true -https://www.gruntwork.io/blog/terraform-tips-tricks-loops-if-statements-and-gotchas: - health_score: 100.0 - last_checked: 1779130494.962566 - content_hash: 174c0c4d1aa120a7e68603c313192c2f37b96ffd10502724b576d95a63c495fc - v1_locations: - - docs/terraform.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - terraform.md -https://www.sysdig.com/blog/gitops-iac-security-source: - description: '' + - git.md year: '2022' - stars: 4 - ai_summary: Details the methodologies for enforcing structural compliance and vulnerability - vetting directly within a GitOps deployment workflow. Evaluates tools for scanning - Kubernetes manifests, Terraform configurations, and Helm charts at the pull-request - phase before state synchronization happens. - language: English - resource_type: Tutorial - complexity: Intermediate +https://github.blog/engineering/improving-github-code-search: + ai_summary: Curator Insight highlights GitHub's transition to a high-speed, custom-built + search index engine. Live Grounding confirms this details 'Blackbird', the Rust-powered + search engine built to parse over 45 million repositories in real-time, showcasing + advanced indexing, query parsing, and custom regex sharding. + complexity: Advanced + description: '' hierarchy: - - DevSecOps - - GitOps - - Infrastructure as Code Security + - Software Engineering + - Developer Productivity + - Code Search + is_microservice: false + language: en + resource_type: Case Study + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'github.blog: Improving GitHub code search' + v2_locations: + - git.md + year: '2021' +https://github.blog/engineering/security-keys-supported-ssh-git-operations: + ai_summary: An engineering post announcing GitHub's native support for physical + security keys (FIDO2) during SSH-based Git operations. This capability permits + developers to secure their command-line Git flows using hardware-based cryptographic + keys, protecting local machines against key-extraction attacks. In 2026, enforcing + hardware-backed credentials remains a core security pillar for high-compliance + enterprise teams. + complexity: Advanced + description: '' + hierarchy: + - Developer Tools + - Security and Compliance + - Identity and Access Management + is_microservice: false + language: English + resource_type: blog + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'github.blog: Security keys are now supported for SSH Git operations 🌟' + v2_locations: + - git.md + year: '2021' +https://github.blog/engineering/ship-code-faster-safer-feature-flags: + ai_summary: An insightful blog post detailing GitHub’s internal engineering dependency + on feature flags. Explains how GitHub safely releases major platform updates to + millions of active users through progressive canary releases and real-time operational + rollbacks. + complexity: Advanced + description: '' + hierarchy: + - Software Engineering + - Architecture Patterns + - Case Studies + is_microservice: false + language: English + resource_type: Case Study + stars: 4 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: 'github.blog: How we ship code faster and safer with feature flags' + v2_locations: + - git.md + year: '2021' +https://github.blog/engineering/use-github-actions-manage-docs: + ai_summary: Architectural breakdown of how GitHub engineers manage and publish their + technical documentation portal, utilizing automated validation suites, linter + gates, and deployments. + complexity: Advanced + description: '' + hierarchy: + - Platform Engineering + - CI-CD + - Documentation Engine + is_microservice: false + language: en + resource_type: Case Study + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'github.blog: How we use GitHub Actions to manage GitHub Docs' + v2_locations: + - git.md + year: '2021' +https://github.blog/enterprise-software/ci-cd/build-ci-cd-pipeline-github-actions-four-steps: + ai_summary: An architecture-oriented introductory blueprint outlining a four-stage + process for transitioning applications to automated builds, testing, and deployments + using GitHub Actions. + complexity: Intermediate + description: '' + hierarchy: + - Platform Engineering + - CI-CD + - GitHub Actions + is_microservice: false + language: en + resource_type: Technical Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: '==github.blog: How to build a CI/CD pipeline with GitHub Actions in four + simple steps==' + v2_locations: + - git.md + year: '2022' +https://github.blog/enterprise-software/devops/applying-gitops-principles-to-your-operations: + content_hash: f61ed73cdfa2433f142ac64a41943b2a46c701e5dd1aa3ee7ee9e861481d4ffc + health_score: 100.0 + last_checked: 1779130494.982763 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://github.blog/enterprise-software/devops/devops-cloud-testing: + ai_summary: An enterprise architectural case study detailing how to coordinate end-to-end + cloud-native integrations. Demonstrates the orchestration of testing harnesses + inside local runners using Kind or Minikube. + complexity: Advanced + description: '' + hierarchy: + - Platform Engineering + - CI-CD + - Cloud Native Testing + is_microservice: false + language: en + resource_type: Case Study + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'github.blog: Testing cloud apps with GitHub Actions and cloud-native open + source tools' + v2_locations: + - git.md + year: '2021' +https://github.blog/enterprise-software/devops/devops-definition: + content_hash: ccac02dc2eb2437c4b556b44a6847cc63bcc6d21fd3e62b32b97ba84f70b4dff + health_score: 100.0 + last_checked: 1779130494.922196 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://github.blog/enterprise-software/devops/extending-gitops-to-reliability-as-code-with-github-and-stackpulse: + ai_summary: An exploration of integrating StackPulse incident response and playbook + execution directly into GitHub GitOps workflows. By defining response playbooks + as declarative code files within version control, teams can trigger automated + remediation pipelines during production failures. It highlights the convergence + of SRE engineering practices with declarative Git-driven configurations. + complexity: Advanced + description: '' + hierarchy: + - Cloud Native Infrastructure + - GitOps Control Planes + - Reliability as Code + is_microservice: false + language: English + resource_type: blog + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'github.blog: Extending GitOps to reliability-as-code with GitHub and StackPulse' + v2_locations: + - git.md + year: '2020' +https://github.blog/enterprise-software/devops/how-to-make-devops-your-competitive-advantage: + content_hash: 9993d7c893232c83ea23e7bea20598ee8fea942680bf9d90887758a0748784a8 + health_score: 100.0 + last_checked: 1779130494.932772 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://github.blog/enterprise-software/devops/improving-how-we-deploy-github: + ai_summary: An in-depth engineering review of the continuous deployment modifications + implemented internally at GitHub to optimize deployment safety, speed, and recovery. + It details how the engineering team coordinates hundreds of daily deployments + of their monolithic codebase without disrupting global user traffic. The architectural + insights on canary deployments and rapid rollbacks offer massive value for platform + architects scaling critical enterprise systems. + complexity: Advanced + description: '' + hierarchy: + - Developer Tools + - Continuous Delivery + - Enterprise Deployment Architectures + is_microservice: false + language: English + resource_type: blog + stars: 4 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: 'github.blog: Improving how we deploy GitHub' + v2_locations: + - git.md + year: '2020' +https://github.blog/enterprise-software/devops/solving-the-innersource-discovery-problem: + ai_summary: This blog examines strategies for resolving the InnerSource discovery + problem within large enterprises by building unified project catalogues inside + GitHub. By utilizing custom repository tags, descriptive metadata, and search + API queries, engineering organizations can minimize redundant codebases and foster + cross-team collaboration. This framework is highly valuable for multi-thousand + developer enterprises aiming to optimize architectural reuse. + complexity: Intermediate + description: '' + hierarchy: + - Developer Tools + - Collaboration and Workflow + - InnerSource Methodology + is_microservice: false + language: English + resource_type: blog + stars: 3 + status: online tags: - '[ENTERPRISE-STABLE]' - '[GUIDE]' - is_microservice: false + title: 'github.blog: Solving the innersource discovery problem - Discoverability' + v2_locations: + - git.md + year: '2021' +https://github.blog/news-insights/company-news/github-welcomes-the-openjdk-project: + content_hash: 2d4ae2695595ae0e76c5ed5c39b4ff183f368b10dbd814e17aac45aa9744f1a4 + health_score: 100.0 + last_checked: 1779130494.941252 + needs_ai_refresh: true status: online - title: 'sysdig.com: How to apply security at the source using GitOps | Eduardo MΓ­nguez - 🌟' + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md +https://github.blog/news-insights/company-news/npm-has-joined-github: + ai_summary: Historical press release detail outlining GitHub's acquisition of the + NPM package registry, discussing planned supply-chain security enhancements and + repository-native workflow optimizations. + complexity: Beginner + description: '' + hierarchy: + - Software Engineering + - Package Management + - Ecosystem Announcements + is_microservice: false + language: English + resource_type: Press Release + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: npm has joined GitHub + v2_locations: + - javascript.md + year: '2020' +https://github.blog/news-insights/company-news/token-authentication-requirements-for-api-and-git-operations: + ai_summary: A critical security announcement detailing GitHub's enforcement of token-based + authentication to replace standard passwords for Git operations. This initiative + is a foundational component of modern supply chain security, designed to significantly + reduce credential theft and brute-force vulnerabilities. From a 2026 perspective, + this change has cemented the standard of multi-factor, programmatic identity verification + in software delivery pipelines. + complexity: Intermediate + description: '' + hierarchy: + - Developer Tools + - Security and Compliance + - Identity and Access Management + is_microservice: false + language: English + resource_type: blog + stars: 3 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Token authentication requirements for API and Git operations + v2_locations: + - git.md + year: '2020' +https://github.blog/news-insights/product-news/create-pull-requests-in-vscode: + content_hash: d0d2135a4b7b131934f4e39e18bbb5f6baeac7500646ec1c588f518abb90e621 + health_score: 100.0 + last_checked: 1779130495.000944 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md +https://github.blog/news-insights/product-news/dependency-graph-now-supports-github-actions: + ai_summary: Details how GitHub's automated dependency graphing structures parsing + for third-party actions within pipelines. Enables DevOps and Security teams to + automatically inventory, audit, and surface vulnerabilities across active runners. + complexity: Intermediate + description: '' + hierarchy: + - Platform Engineering + - DevSecOps + - Dependency Management + is_microservice: false + language: en + resource_type: Product Release + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: Dependency graph now supports GitHub Actions' + v2_locations: + - git.md + year: '2022' +https://github.blog/news-insights/product-news/getting-started-with-github-actions-just-got-easier: + content_hash: 1b406861c005d76aa54d635ef9154d6086faff4777fb82913077b303a9e9a3c0 + health_score: 100.0 + last_checked: 1779130495.009379 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/git.md + v2_locations: + - git.md +https://github.blog/news-insights/product-news/github-actions-now-supports-ci-cd: + content_hash: b2f3532c699b4d3d4034db2eb07e66a22e409e1bece7d588f7e75f6985d1955c + health_score: 100.0 + last_checked: 1779130494.94014 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/jenkins-alternatives.md + v2_locations: + - jenkins-alternatives.md +https://github.blog/news-insights/product-news/github-cli-2-0-includes-extensions: + ai_summary: This product update details the release of GitHub CLI 2.0, introducing + a robust extension model that allows developers to write, share, and install custom + commands natively inside the gh tool. This capability transforms the CLI into + an extensible developer-experience hub tailored to organization-specific workflows. + For platform teams in 2026, it is an essential mechanism for distributing localized + platform commands directly to developers' shells. + complexity: Intermediate + description: '' + hierarchy: + - Developer Tools + - Collaboration and Workflow + - Command Line Tools + is_microservice: false + language: English + resource_type: blog + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'github.blog: GitHub CLI 2.0 includes extensions!' + v2_locations: + - git.md + year: '2021' +https://github.blog/news-insights/product-news/github-copilot-is-generally-available-to-all-developers: + content_hash: 937595e5539d828e21cd107526a2c0b7f91d0074a6623fd9725fb91475fb72d4 + health_score: 100.0 + last_checked: 1779130494.984262 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/git.md + v2_locations: + - git.md +https://github.blog/news-insights/product-news/github-copilot-x-the-ai-powered-developer-experience: + content_hash: 007dbb534b7735a3302b357ac98d4d9d0f06e0f4fdb12e90378b59aa5fee67a3 + health_score: 100.0 + last_checked: 1779130494.987993 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/git.md + v2_locations: + - git.md +https://github.blog/news-insights/product-news/introducing-githubs-openapi-description: + ai_summary: This product announcement introduces GitHub's officially supported OpenAPI + description documents, enabling automated SDK generation, validation, and schema + integration. Delivering a fully compliant REST API specification allows developers + to generate highly precise, type-safe API clients across multiple programming + languages. It represents a massive step forward for developers seeking to programmatically + manage and audit organization assets safely. + complexity: Advanced + description: '' + hierarchy: + - Developer Tools + - API Integration + - OpenAPI Standards + is_microservice: false + language: English + resource_type: blog + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Introducing GitHub’s OpenAPI Description + v2_locations: + - git.md + year: '2020' +https://github.blog/news-insights/product-news/work-with-github-actions-in-your-terminal-with-github-cli: + ai_summary: Details CLI integrations using the GitHub CLI (`gh`) to run, trigger, + and debug active pipelines directly from local developer shells. + complexity: Intermediate + description: '' + hierarchy: + - Platform Engineering + - CI-CD + - Developer Productivity + is_microservice: false + language: en + resource_type: Product Release + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: Work with GitHub Actions in your terminal with GitHub CLI' + v2_locations: + - git.md + year: '2021' +https://github.blog/open-source/git/commits-are-snapshots-not-diffs: + ai_summary: Explains Git's underlying data model, clarifying that commits are stored + as full-file snapshots (blobs and trees) rather than incremental line deltas. + This fundamental architectural detail helps developers understand why branching + and merging are highly efficient operations in Git compared to legacy VCS systems. + complexity: Intermediate + description: '' + hierarchy: + - Software Engineering + - Version Control + - Git Internals + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + - '[LEGACY]' + title: 'github.blog: Commits are snapshots, not diffs' + v2_locations: + - git.md + year: '2020' +https://github.blog/open-source/git/get-up-to-speed-with-partial-clone-and-shallow-clone: + ai_summary: Outlines performance strategies for massive repositories using partial + clone and shallow clone mechanisms. By selectively downloading commit history + or file objects (such as omitting large blobs), teams can drastically reduce network + overhead and local disk usage in enterprise-scale monorepos. + complexity: Advanced + description: '' + hierarchy: + - Software Engineering + - Version Control + - Git Scale Operations + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'github.blog: Get up to speed with partial clone and shallow clone' + v2_locations: + - git.md + year: '2020' +https://github.blog/open-source/git/git-credential-manager-core-building-a-universal-authentication-experience: + ai_summary: A GitHub engineering post presenting the design and goals of Git Credential + Manager Core. It discusses creating a unified, multi-platform authentication client + that handles corporate SSO requirements seamlessly. + complexity: Intermediate + description: '' + hierarchy: + - Identity + - Developer Tooling + - Credentials + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Git Credential Manager Core: Building a universal authentication experience' v2_locations: - devsecops.md -https://www.medianova.com/service-mesh-vs-api-gateway: - health_score: 100.0 - last_checked: 1779130494.956035 - content_hash: 69e3650358a8ce156ea31c34829074dcfcf6757b290568a64f94c12ef15bcbdc - v1_locations: - - docs/servicemesh.md + year: '2020' +https://github.blog/open-source/git/highlights-from-git-2-28: + ai_summary: Outlines major improvements and configuration adjustments introduced + in the Git 2.28 engine release. It details the setup steps to define custom, globally + synchronized initial branch naming standards (such as changing the default to + `main`). + complexity: Intermediate + description: '' + hierarchy: + - Software Delivery and Engineering + - Version Control and Git + - Release Notes + is_microservice: false + language: English + resource_type: Blog + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + title: 'github.blog: Highlights from Git 2.28' v2_locations: - - servicemesh.md -https://www.root.io: + - git.md + year: '2020' +https://github.blog/open-source/git/highlights-from-git-2-40: + ai_summary: Official breakdown of performance optimizations and command updates + introduced in Git 2.40. Highlights architectural enhancements in `git jump` and + Windows-specific execution performance, ensuring security fixes and dev workflow + refinements are clearly communicated. + complexity: Intermediate + description: '' + hierarchy: + - Software Engineering + - Version Control + - Release Notes + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'github.blog: Highlights from Git 2.40' + v2_locations: + - git.md + year: '2023' +https://github.blog/open-source/git/how-to-undo-almost-anything-with-git: + ai_summary: An authoritative, highly cited guide by GitHub explaining how to recover + from almost any version control error. It features concrete, step-by-step instructions + for resetting branches, recovering deleted work from the reflog, and modifying + historical commits safely. + complexity: Intermediate + description: '' + hierarchy: + - Software Delivery and Engineering + - Version Control and Git + - Troubleshooting + is_microservice: false + language: English + resource_type: Blog + stars: 5 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'github.blog: How to undo (almost) anything with Git' + v2_locations: + - git.md + year: '2015' +https://github.blog/open-source/maintainers/github-actions-update-helping-maintainers-combat-bad-actors: + ai_summary: Security implementation detailing required manual approvals for external + workflows on fork pull requests, mitigating potential cryptocurrency mining abuses + on self-hosted architectures. + complexity: Intermediate + description: '' + hierarchy: + - Software Engineering + - Collaboration + - Open Source Curation + is_microservice: false + language: en + resource_type: Product Release + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: GitHub Actions update: Helping maintainers combat bad actors' + v2_locations: + - git.md + year: '2021' +https://github.blog/security/application-security/git-credential-manager-authentication-for-everyone: + content_hash: 8e48a41f87d28b564a7b9a0a760e908daabef6b9b3247797a81ce51ce59aac50 health_score: 100.0 - last_checked: 1779130494.942028 - content_hash: 2791284f0ec5e263412630b5c2f8877a9f5fb1ff738ecde861511c2f09935f44 + last_checked: 1779130494.992802 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/git.md + v2_locations: + - git.md +https://github.blog/security/application-security/how-exposed-is-your-code-find-out-in-minutes-for-free: + ai_summary: An introduction to GitHub's native, free vulnerability scanning tools + designed to locate security regressions, secrets, and supply chain threats directly + within the code repository. It highlights automated security alerts and quick + enablement configurations. + complexity: Beginner + content_hash: 0fe967d900f6ec7aa126611495028803a11ac7705b80abe35d67980e8bb21c3a + description: '' + health_score: 100.0 + hierarchy: + - Security + - DevSecOps + - SAST + is_microservice: false + language: en + last_checked: 1779034501.778591 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'GitHub Code Security Risk Assessment: Free Vulnerability Scanning' + v1_locations: + - docs/devsecops.md + - docs/kubernetes-security.md + - docs/securityascode.md + v2_locations: + - kubernetes-security.md + - securityascode.md + year: N/A +https://github.blog/security/application-security/implementing-least-privilege-for-secrets-in-github-actions: + ai_summary: Security architectural playbook detailing how to apply the principle + of least privilege to pipeline environments. Covers runner permission isolation, + OIDC configuration, and restricted secret scoping. + complexity: Advanced + description: '' + hierarchy: + - Platform Engineering + - CI-CD + - GitHub Actions Security + is_microservice: false + language: en + resource_type: Technical Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'github.blog: Implementing least privilege for secrets in GitHub Actions' + v2_locations: + - git.md + year: '2021' +https://github.blog/security/application-security/token-authentication-requirements-for-git-operations: + ai_summary: An official GitHub security bulletin explaining the transition away + from basic password credentials toward secure token and SSH access paths for CLI + Git actions. It outlines the architectural benefits of using Fine-Grained Personal + Access Tokens to restrict access permissions. + complexity: Intermediate + description: '' + hierarchy: + - Software Delivery and Engineering + - Version Control and Git + - Security + is_microservice: false + language: English + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.blog: Token authentication requirements for Git operations' + v2_locations: + - git.md + year: '2020' +https://github.blog/security/supply-chain-security/github-supply-chain-security-features-go-community: + ai_summary: This security update details the extension of GitHub's Dependabot security + alerts and vulnerability graph to native Go community dependency files (go.mod/go.sum). + By scanning Go project dependencies in real-time, the platform helps prevent downstream + supply chain attacks. This capability is vital for cloud-native projects, where + Go is the dominant language for infrastructure tools. + complexity: Intermediate + description: '' + hierarchy: + - Developer Tools + - Security and Compliance + - Software Supply Chain + is_microservice: false + language: English + resource_type: blog + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'github.blog: GitHub brings supply chain security features to the Go community' + v2_locations: + - git.md + year: '2021' +https://github.blog/security/supply-chain-security/safeguard-container-signing-capability-actions: + ai_summary: GitHub's official guide on using Sigstore Cosign inside GitHub Actions + to automate container signing. It demonstrates keyless cryptographic attestation, + leveraging GitHub's OIDC provider to securely sign artifacts without handling + persistent private keys. + complexity: Intermediate + description: '' + hierarchy: + - Security + - DevSecOps + - CI/CD Integrations + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==github.blog: Safeguard your containers with new container signing capability + in GitHub Actions (cosign)==' + v2_locations: + - devsecops.md + year: '2021' +https://github.com/01mf02/jaq: + ai_summary: A high-performance Rust implementation of the classic jq tool. Delivers + lightning-fast query speeds, improved compile errors, and absolute type safety + when transforming huge configurations. + complexity: Intermediate + content_hash: dcb6f91a197fbba1d7e1e3fb9588479204a7e76aaf77204a2bead92e4d1bcc2c + description: '' + gh_license: MIT + gh_pushed: '2026-04-16T09:32:45Z' + gh_stars: 3613 + health_score: 100.0 + hierarchy: + - Data Formats + - JSON + - CLI Parsers + is_microservice: false + language: English + last_checked: 1779031714.909582 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: github.com/01mf02/jaq + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://github.com/10tanmay100/MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS: + content_hash: 2e94c2348e441acc83427fb2e9498bf4f1113bf5b2c00425bf09ba4aff68b4f5 + description: '' + gh_license: MIT + gh_pushed: '2024-01-24T19:56:16Z' + gh_stars: 3 + health_score: 100.0 + last_checked: 1779034523.365067 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/10tanmay100: MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md + year: N/A +https://github.com/2-alchemists/krossboard: + content_hash: edb4abade49d7a4e31de4d1bcdab537ce9be0dfd0d2d7b190ecdb80d8fed4e40 + gh_license: AGPL-3.0 + gh_pushed: '2025-03-18T22:16:48Z' + gh_stars: 63 + health_score: 100.0 + last_checked: 1779130494.985087 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md +https://github.com/2-alchemists/krossboard-kubernetes-operator: + content_hash: d8953edb5c5f078614b5e2dbab6d1f81af17261abbf9be8944a2fa05a907aff1 + description: '' + health_score: 100.0 + last_checked: 1779032000.480208 + stars: 0 + title: github.com/2-alchemists/krossboard-kubernetes-operator + v1_locations: + - docs/kubernetes-operators-controllers.md + year: N/A +https://github.com/23andMe/Yamale: + ai_summary: A lightweight Python engine designed to validate configuration structures + against robust schemas. Supports highly customizable validation logic and multi-file + processing, making it perfect for schema assurance. + complexity: Intermediate + content_hash: 759ada515afe9cec0d0de1f3d40406fb231737a26ef29417a43c3a051de1beb8 + description: '' + gh_license: MIT + gh_pushed: '2025-11-25T18:25:48Z' + gh_stars: 765 + health_score: 100.0 + hierarchy: + - Data Formats + - YAML + - Schema Validation + is_microservice: false + language: English + last_checked: 1779033759.623686 + needs_ai_refresh: true + resource_type: Library + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 23andMe/Yamale + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://github.com/4ARMED/kubeletmein: + content_hash: eae906d46887be6d1630783c8e818bf25903ee32cd3ea12c2c0d59823beea5aa + description: '' + gh_license: AGPL-3.0 + gh_pushed: '2025-11-28T11:49:34Z' + gh_stars: 164 + health_score: 100.0 + last_checked: 1779033782.483702 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 4ARMED/kubeletmein + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/99designs/aws-vault: + content_hash: f3f2c0bfaf6e40a77f34461ee46e598fa99e3d56148b33a7a91e648e71e456c6 + description: '' + gh_license: MIT + gh_pushed: '2025-12-30T11:28:54Z' + gh_stars: 8976 + health_score: 100.0 + last_checked: 1779031540.177448 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: AWS Vault + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://github.com/ABZ-Aaron/CheatSheets: + content_hash: 9b8591906e1ac1e076713178225d15e5ec3060470379e85c3857bea96519c68d + description: '' + health_score: 100.0 + last_checked: 1779029356.960539 + stars: 0 + title: ABZ-Aaron/CheatSheets + v1_locations: + - docs/cheatsheets.md + year: N/A +https://github.com/ABZ-Aaron/cheat-sheets: + content_hash: 8d0afffe9c1ffe15b0ae1571eb1c822dfdc897120df6e63a6ae4fc0d9f8b3793 + health_score: 100.0 + last_checked: 1779130494.942105 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md +https://github.com/AICoE/OpenShiftKubeAudit: + content_hash: 049bcb40e2fdcc4b12363a9e2c1d22fd07ebe1827a39bad2abaebecfe19b71d5 + description: '' + gh_license: GPL-3.0 + gh_pushed: '2020-09-16T17:31:26Z' + gh_stars: 10 + health_score: 100.0 + last_checked: 1779031669.972574 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: OpenShiftKubeAudit + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/Abhisheksinha1506/Collection-of-Useful-Scripts: + content_hash: aa8107a38883d61b2607bf1f1de837a0e4562892dee326d221df15ca8522ca6e + gh_license: GPL-3.0 + health_score: 100.0 + last_checked: 1779130494.963687 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md +https://github.com/Abhisheksinhacoder/collection-of-useful-scripts: + content_hash: 87c0ae37fa711f2ed8c0da30f5592a2bc3292aef4ff149f2c52a17acd0e27775 + description: '' + health_score: 100.0 + last_checked: 1779033051.174457 + stars: 0 + title: Abhisheksinhacoder/collection-of-useful-scripts + v1_locations: + - docs/azure.md + year: N/A +https://github.com/AbsaOSS/k8gb: + content_hash: 6ee86ccfb98715db228dbcbf1f93214c29e8d31b68e6edd32605743139e8f34b + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-02-20T09:06:45Z' + gh_stars: 1 + health_score: 100.0 + last_checked: 1779031567.461336 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: K8GB - Kubernetes Global Balancer + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://github.com/AdamRussak/k8f: + content_hash: ea421b4a60048804e51f303d1517606e1be0ac8498182945c930c89a6a6a8dd1 + description: '' + gh_license: AGPL-3.0 + gh_pushed: '2025-11-20T01:33:43Z' + gh_stars: 41 + health_score: 100.0 + last_checked: 1779029341.280643 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/AdamRussak/k8f + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/AdminTurnedDevOps/CapabilityPE: + ai_summary: A research and practical taxonomy repository addressing DevOps platform + engineering capability matrices. 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'[COMMUNITY-TOOL]' + title: 'El Carro: The Oracle Operator for Kubernetes 🌟' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/GoogleCloudPlatform/golang-samples: + ai_summary: Curator Insight outlines a large collection of idiomatic examples for + utilizing Google Cloud APIs within Go applications. Live Grounding proves its + importance for production engineering teams using services like BigQuery, Cloud + Run, and GKE. + complexity: Intermediate + content_hash: dd80c34836d76a57378f1493ceb40cc2921f95517c13ff62cfaa889b39f55d52 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-21T18:09:40Z' + gh_stars: 4622 + health_score: 100.0 + hierarchy: + - Public Cloud + - Google Cloud + - Go Samples + is_microservice: true + language: English + last_checked: 1779030522.913148 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==GoogleCloudPlatform/golang-samples: Sample apps and code written for Google'' + Cloud in the Go programming language.==' + v1_locations: + - docs/golang.md + v2_locations: + - golang.md + year: N/A +https://github.com/GoogleCloudPlatform/k8s-config-connector: + content_hash: f961070ead418e1b5e3eac9ce6450e971f17b65eeff15e13bf2d8130ad99d137 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-22T11:26:20Z' + gh_stars: 1034 + health_score: 100.0 + last_checked: 1779031901.12351 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: + ai_summary: The Google Secret Manager provider for the Secrets Store CSI Driver + allows mounting secrets stored in GCP Secret Manager directly into Kubernetes + Pods as volumes. 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Features extensive support for validating specific + commands, file system hierarchies, content parameters, and permissions inside + images. + complexity: Intermediate + content_hash: d5d9b3b49c059346a42b83fc79bd566689d0265ec824544c0290df592c93bc88 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-04-15T19:06:22Z' + gh_stars: 2480 + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Supply Chain Security + - Container Testing + is_microservice: false + language: en + last_checked: 1779034309.652034 + needs_ai_refresh: true + resource_type: repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: GoogleContainerTools/container-structure-test + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://github.com/GoogleContainerTools/jib: + content_hash: 78fc490bad61ff886aa896300605b43f81bd3ff7b429ac8b2666996a41a05419 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-19T14:55:01Z' + gh_stars: 14402 + health_score: 100.0 + last_checked: 1779034235.703457 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - 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It supports a wide array of languages, + frameworks, cloud providers, and developer tools. Double-Evidence: The catalog + provides standardized visual signifiers; live grounding confirms it is standard + practice for enriching project READMEs to present structured metadata about technologies + and CI status.' + complexity: Beginner + content_hash: b2af5269244126ccec1218d8c1605a4fdf4d3aecbc8fa37a548f2bbbf17420c0 + description: '' + gh_license: MIT + gh_pushed: '2026-05-21T05:44:39Z' + gh_stars: 16607 + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Developer Experience + - Technical Writing Utilities + is_microservice: false + language: English + last_checked: 1779030238.972618 + needs_ai_refresh: true + resource_type: Asset Catalog + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'github.com/Ileriayo/markdown-badges: Markdown Badges' + v1_locations: + - docs/mkdocs.md + v2_locations: + - mkdocs.md + year: N/A +https://github.com/Isan-Rivkin/kube_query: + content_hash: f770c2456de05e78244bd2d5650c5037f62648e6059a4490f4c829fba829b951 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2020-11-30T12:21:35Z' + gh_stars: 13 + health_score: 100.0 + last_checked: 1779030361.224205 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Kube_query + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/IvanJosipovic/KubeUI: + ai_summary: A native, desktop-optimized UI designed to stream, monitor, and interact + with live cluster metrics and objects. Enhances developer agility through dynamic + views of multi-cluster namespaces, container outputs, and active workload parameters. + complexity: Intermediate + content_hash: 3f044ea42a7c7cb2dcb5df55885b1fddcbf28eb96202deaf875ffb6df9dc13c7 + description: '' + gh_license: MIT + gh_pushed: '2026-05-21T20:32:39Z' + gh_stars: 308 + health_score: 100.0 + hierarchy: + - Kubernetes + - Cluster Operations + - GUI Clients + is_microservice: false + language: en + last_checked: 1779030928.62387 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'KubeUI: A Desktop Kubernetes Client' + v1_locations: + - docs/devops-tools.md + - docs/kubernetes-tools.md + - docs/kubernetes-troubleshooting.md + v2_locations: + - devops-tools.md + year: N/A +https://github.com/JFolberth/TheYAMLPipelineOne: + content_hash: a8bba28939d632d8db343e0ce7122d56c8cdd6d044201c9be8efde952b1f7d9b + description: '' + gh_license: MIT + gh_pushed: '2025-02-26T16:15:34Z' + gh_stars: 221 + health_score: 100.0 + last_checked: 1779034012.898159 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/JFolberth/TheYAMLPipelineOne 🌟 + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://github.com/JFryy/qq: + ai_summary: A handy command-line parser that supports querying across multiple configuration + standards including TOML, JSON, and YAML. It provides a consistent query language, + easing configuration data conversions. + complexity: Intermediate + content_hash: 9390a93c9045a4e6e2448c9d06e3b8803f3b9ff351e04e972dfa714c2949061c + description: '' + gh_license: MIT + gh_pushed: '2026-05-19T00:18:46Z' + gh_stars: 723 + health_score: 100.0 + hierarchy: + - Data Formats + - JSON + - CLI Parsers + is_microservice: false + language: English + last_checked: 1779032457.610069 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/JFryy/qq + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://github.com/JPCERTCC/LogonTracer: + content_hash: c37c57af01cd0d7cffa23c3c33198ce0e610b3bb4b5465114d1ee8ba0313b2d1 + description: '' + gh_license: NOASSERTION + gh_pushed: '2026-04-22T15:13:52Z' + gh_stars: 3178 + health_score: 100.0 + last_checked: 1779033309.690027 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: github.com/JPCERTCC/LogonTracer + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://github.com/JamesTGrant/kubectl-debug: + content_hash: d1745da922e0a7ed091c3f104317345debae9e48c30d01138e4a210c65814165 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2024-05-06T05:15:03Z' + gh_stars: 374 + health_score: 100.0 + last_checked: 1779032095.709594 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/JamesTGrant/kubectl-debug + v1_locations: + - docs/kubernetes-tools.md + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes: + content_hash: 122aa535b5787cf3c36d0ca2bc7b0f6bb5556a3efb2ff8e41018a31f40ece85b + description: '' + gh_license: NOASSERTION + gh_pushed: '2022-09-16T23:15:08Z' + gh_stars: 43 + health_score: 100.0 + last_checked: 1779029563.979611 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: junit5-kubernetes + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/JovianX/Service-Hub: + content_hash: 830e319eac60c01930e8c6892355613459a6151d820133cadd4a2daa3325c9f1 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2024-04-02T11:20:36Z' + gh_stars: 122 + health_score: 100.0 + last_checked: 1779033914.073756 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/JovianX/Service-Hub + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/JovianX/helm-release-plugin: + ai_summary: A lightweight plugin to facilitate Helm release management, providing + extra commands to inspect, export, and manipulate releases. It simplifies operations + for cluster administrators dealing with multi-release drift. + complexity: Intermediate + content_hash: f4b73219b977ea01a50fa006d13592fd579e1429e0b0a4f8806b9fd0f749c500 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-03-29T15:24:57Z' + gh_stars: 109 + health_score: 100.0 + hierarchy: + - Application Delivery + - Helm + - Plugins and Extensions + is_microservice: false + language: English + last_checked: 1779032462.787843 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: JovianX/helm-release-plugin + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://github.com/JulianHayward/AzADServicePrincipalInsights: + content_hash: bb715ee94d54478241dd269201f2486027c124c04cd5ed4ad19f9ad5d76ff178 + description: '' + gh_license: MIT + gh_pushed: '2025-04-30T14:57:39Z' + gh_stars: 251 + health_score: 100.0 + last_checked: 1779032525.002883 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/JulianHayward/AzADServicePrincipalInsights + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://github.com/Juniper/Junos-terraform: + content_hash: 89231b644330502e1ec08f800e51361a06bc7f1b1e48dc78cb8677945f03fe54 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-21T05:22:21Z' + gh_stars: 81 + health_score: 100.0 + last_checked: 1779030052.42853 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Junos-terraform: JUNOS Terraform Automation Framework (JTAF)' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use-insecure-registry: + ai_summary: A historic wiki page detailing Docker daemon changes needed to whitelist + unencrypted private registries. It is classified as legacy due to lack of commits + in more than four years. + complexity: Basic + content_hash: fb79d205ff288fe3395ded82336fba90a30f5cca7819f789a31ce6e71a5d7d42 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2023-02-20T17:58:58Z' + gh_stars: 48 + health_score: 100.0 + hierarchy: + - Infrastructure Standards + - Container Registry + - Configuration Guides + is_microservice: false + language: English + last_checked: 1779030554.240107 + needs_ai_refresh: true + resource_type: Wiki + stars: 0 + status: online + tags: + - '[LEGACY]' + title: Configure Docker Service To Use Insecure Registry + v1_locations: + - docs/registries.md + v2_locations: + - registries.md + year: N/A +https://github.com/K8Studio/K8studio: + ai_summary: A fully featured graphical interface focused on presenting an interactive + node topology graph to help operators visualize resource allocation and connectivity + maps. + complexity: Intermediate + content_hash: c0e8641074fb61d2eaaa8bfbf28247b5c48c63ad5ae4b96651bcdd2ef0fa428a + description: '' + health_score: 100.0 + hierarchy: + - Operations and Management + - Cluster Visualizers + - K8Studio + is_microservice: false + language: English + last_checked: 1779032640.452369 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: k8studio.github.io/k8studio + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://github.com/KWasm/podman-wasm: + content_hash: f254b3d9bb2dddcfcffaa8323709cecd53c76af82fc2d4cbb6ba880484033752 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2022-10-20T18:17:57Z' + gh_stars: 30 + health_score: 100.0 + last_checked: 1779034487.550386 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/KWasm/podman-wasm + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/KnicKnic/temp-kubernetes-ci: + content_hash: 37f66908f3d84b0cfe979fad1b98ffb071f1b6a471f1ebf0fd35b7b7f0d0f269 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2023-01-05T15:04:04Z' + gh_stars: 15 + health_score: 100.0 + last_checked: 1779031697.050757 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'KnicKnic/temp-kubernetes-ci: Temp Kubernetes CI' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/Kubeinit/kubeinit: + content_hash: 30030a2ad117765656888aa3efc1f8a879dd1cab246b8bed321c75e6869c73f3 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2025-12-05T21:26:59Z' + gh_stars: 222 + health_score: 100.0 + last_checked: 1779031423.085284 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kubeinit 🌟 + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/Kubermatic/Kubermatic: + content_hash: 698ae17261cd088111a4d11d3775ae9c4ae16c62f86a0de8983a02ef6df703d4 + description: '' + gh_license: NOASSERTION + gh_pushed: '2026-05-22T11:29:38Z' + gh_stars: 1278 + health_score: 100.0 + last_checked: 1779029561.621966 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Kubermatic Kubernetes Platform 🌟 + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/KusionStack/kusion: + content_hash: 2cd68d99e09c2f043f947a636db779b2493944e02ae669ba1c9df8b96a6a03e9 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-01-04T06:01:34Z' + gh_stars: 1306 + health_score: 100.0 + last_checked: 1779030035.352358 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/KusionStack/kusion + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://github.com/Kyrremann/kubectl-eksporter: + content_hash: 00470afeddc5ab436af6236f07d9e1e8281b9f868578ae7fa4edd3e4f8e33e35 + description: '' + gh_license: GPL-3.0 + gh_pushed: '2022-07-06T18:52:39Z' + gh_stars: 23 + health_score: 100.0 + last_checked: 1779031333.883779 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kubectl-eksporter 🌟 + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/LeCoupa/awesome-cheatsheets: + content_hash: c1cb8f7dc3a8ea050fb502a814cd2fe11811d445819b0895993c0872226d7e07 + description: '' + gh_license: MIT + gh_pushed: '2026-04-12T17:26:10Z' + gh_stars: 45898 + health_score: 100.0 + last_checked: 1779032383.684716 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: LeCoupa/awesome-cheatsheets + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://github.com/LerryAlexander/postman_jenkins_api_tests: + content_hash: 685c6ee914595c89b7b648e4e2a91a22f2a193a226bf058e4ca62641914ff3b9 + description: '' + health_score: 100.0 + last_checked: 1779031592.077635 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'LerryAlexander: Postman + Newman API Automated Tests running on a Jenkins'' + Pipeline 🌟' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://github.com/Levi-Michael/boto3-ec2-s3-management: + content_hash: deadc4b406decdb32c215b6271a7a90853038e8c5247e00576e7f442ce2112ae + description: '' + health_score: 100.0 + last_checked: 1779029061.266085 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/Levi-Michael/boto3-ec2-s3-management: A python tools base on'' + AWS boto3 for manage ec2 and s3 buckets' + v1_locations: + - docs/aws-tools-scripts.md + v2_locations: + - aws-tools-scripts.md + year: N/A +https://github.com/Lightning-AI/engineering-class: + ai_summary: An open educational repository containing modern software engineering + practices tailored for artificial intelligence researchers and engineers. Focuses + on bridging the gap between raw research scripting and enterprise-grade deployment + mechanics. + complexity: Intermediate + content_hash: d53760e45e9409ed3e5c7de582fc09c02e777187ab73555b18bbf799ddc63c7a + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Education + - Systems Engineering + is_microservice: false + language: en + last_checked: 1779032889.553057 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==github.com/Lightning-AI/engineering-class: Lightning Bits: Engineering'' + for Researchers== 🌟' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://github.com/Lightning-AI/engineering-class/blob/main/ep08-github-pr/Ep08-ShowNotes.md: + ai_summary: An explicit educational module detailing how to set up clean, well-documented + pull requests. Emphasizes commit hygiene, interactive rebases, and peer feedback + strategies to accelerate CI feedback loops. + complexity: Beginner + content_hash: ee2ccc731dcca4fb9bd2f00580bcd855e0327553477c86a72797e3ea673a0ae9 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Education + - Git Workflows + is_microservice: false + language: en + last_checked: 1779032376.792891 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - GUIDE + title: 'github.com/Lightning-AI/engineering-class: Episode 8: Creating a Pull Request'' + on GitHub' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://github.com/Lightning-AI/engineering-class/blob/main/ep09-github-collab/Ep09-ShowNotes.md: + content_hash: ab1ec6988565d7ff9e31fa4965e394b1d3ff77dde4d99e36ffdd59d020b68af6 + description: '' + health_score: 100.0 + last_checked: 1779031720.406969 + needs_ai_refresh: true + stars: 0 + title: 'github.com/Lightning-AI/engineering-class: Episode 9: Collaborating with'' + Pull Requests using GitHub' + v1_locations: + - docs/git.md + year: N/A +https://github.com/LovesCloud/java-groovy-docker: + content_hash: f286914fa12dceff6cce0778dc313c171156680b209e96ac3cada7a2a10715fe + description: '' + health_score: 100.0 + last_checked: 1779029989.231674 + needs_ai_refresh: true + stars: 0 + title: github.com/LovesCloud/java-groovy-docker + v1_locations: + - docs/jenkins.md + year: N/A +https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws: + content_hash: 588d9e4c6e2c0c0234a36386b4c9fc2f4ded1451a954ad900cc1bab3985ba370 + description: '' + gh_license: MIT + gh_pushed: '2022-01-13T13:04:50Z' + gh_stars: 19 + health_score: 100.0 + last_checked: 1779030220.723957 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Bootstrap RKE Kubernetes Cluster in AWS Environment + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://github.com/MOZGIII/port-map-operator: + content_hash: 74ee4912bed16e7a635bd994083c434497eedae8802dac222c866279174e5426 + description: '' + gh_license: MIT + gh_pushed: '2023-01-24T10:03:19Z' + gh_stars: 28 + health_score: 100.0 + last_checked: 1779031507.777309 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: port-map-operator + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/Maelstromage/Log4jSherlock: + ai_summary: A Python-based utility script designed to scan compiled archives (JAR, + WAR, EAR) for compromised class files related to the Log4j CVEs. While useful + for offline forensic evaluations, low community activity renders this a secondary + security artifact. + complexity: Intermediate + content_hash: a79f869b69f76044873c1e18c985d3bb69f7dd6e0499410c3c11c4538cbe23ee + description: '' + gh_license: GPL-3.0 + gh_pushed: '2023-04-14T19:27:15Z' + gh_stars: 108 + health_score: 100.0 + hierarchy: + - Security + - Vulnerability Management + - Detection Tools + is_microservice: false + language: English + last_checked: 1779032463.977538 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Maelstromage/Log4jSherlock + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://github.com/ManagedKube/kubernetes-common-services: + content_hash: 76435369d8d8b290778172dda4bbad1b1964b8d830aa06e18bdb0425b4960b29 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2021-02-17T00:44:01Z' + gh_stars: 129 + health_score: 100.0 + last_checked: 1779034327.003667 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kubernetes-common-services + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/ManagedKube/kubernetes-development-environment-in-a-box: + ai_summary: An early development framework that packaged Vagrant and VirtualBox + configurations for running local multi-node clusters. The repository is unmaintained, + as developers have largely shifted to containerized runtimes like kind or k3d. + complexity: intermediate + content_hash: 787b84397fcc51c5d517bfb7e7fbf923a1b41edef6278c8a944d9ad97545ac95 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2021-02-08T17:13:23Z' + gh_stars: 17 + health_score: 100.0 + hierarchy: + - Development Tools + - Local Kubernetes Environments + - Legacy Out-of-Box + is_microservice: false + language: en + last_checked: 1779031883.300733 + needs_ai_refresh: true + resource_type: tool + stars: 0 + status: online + tags: + - '[LEGACY]' + title: kubernetes-development-environment-in-a-box + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://github.com/Masterminds/sprig: + ai_summary: Curator Insight presents Sprig as a comprehensive library of template + functions for Go, heavily utilized in Helm charts. 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This configuration + enables language models to securely inspect, query, and mutate structured schemas + under strict guardrails. 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It reviews cluster + networking, IAM, configuration control, and pod policies. The output acts as an + actionable hardening roadmap for platform operators. + complexity: Intermediate + content_hash: edc2459616595e86d5e6383d5f5a3787764cae0b6835ee512405c7a17634c4bd + description: '' + gh_license: MIT-0 + gh_pushed: '2026-05-19T17:35:43Z' + gh_stars: 957 + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Security + is_microservice: false + language: English + last_checked: 1779029341.244744 + needs_ai_refresh: true + resource_type: repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: ==aws-samples/hardeneks== + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent: + ai_summary: AWS-designed node agent blueprint created to identify running Kubernetes + containers vulnerable to CVE-2021-44228. Highly specialized diagnostic tool, now + maintained as a historical archive. + complexity: Advanced + content_hash: 22448286ac0f3eab391c744233094b8ae540668353a4f8af768a2d36c126e674 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2022-08-26T14:56:01Z' + gh_stars: 2 + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Vulnerability Management + - Log4Shell + is_microservice: false + language: en + last_checked: 1779033773.451103 + needs_ai_refresh: true + resource_type: repository + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/aws-samples: Apache Log4j2 CVE-2021-44228 node agent' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://github.com/aws-samples/resource-tagging-automation: + content_hash: 353e106235cad0b0eb9a3d84375d179ed0575446d2bb8833813930176db4411c + description: '' + gh_license: MIT-0 + gh_pushed: '2026-05-19T03:16:19Z' + gh_stars: 55 + health_score: 100.0 + last_checked: 1779029641.249659 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/aws-samples: Guide to Resource Tagging Automation' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://github.com/aws-samples/serverless-java-frameworks-samples: + content_hash: 867180f2e91e7ff5a77f1975a4475a158eee7e6d192f07ef1fec431162932a46 + description: '' + gh_license: MIT-0 + gh_pushed: '2024-01-10T14:16:26Z' + gh_stars: 159 + health_score: 100.0 + last_checked: 1779033068.698051 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'aws-samples/serverless-java-frameworks-samples: Lambda demo with common'' + Java application frameworks 🌟' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://github.com/aws-samples/service-catalog-engine-for-terraform-os: + content_hash: 141ecec3f0fa591c8ce5cf754d915850551d85b3d2218af4ef16c82b25ff0ead + description: '' + gh_license: Apache-2.0 + gh_pushed: '2024-05-22T12:58:49Z' + gh_stars: 147 + health_score: 100.0 + last_checked: 1779030780.110586 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==github.com/aws-samples: AWS Service Catalog Engine for Terraform==' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://github.com/aws-samples/service-control-policy-examples: + content_hash: ef3f0e023a64271f4be0f8d1359af9025a8e6cb503d00a91f8a3642438dab932 + description: '' + gh_license: MIT-0 + gh_pushed: '2026-05-11T18:18:23Z' + gh_stars: 302 + health_score: 100.0 + last_checked: 1779032552.567438 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/aws-samples: Service Control Policy examples' + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://github.com/aws-samples/visualize-iam-access-analyzer-policy-validation-findings: + content_hash: f3fa9a4196c5cb6dc490af4524fd9c48039fe8b55ccc0ca58794beb6cb5b1a40 + description: '' + gh_license: MIT-0 + gh_pushed: '2023-02-22T16:02:21Z' + gh_stars: 21 + health_score: 100.0 + last_checked: 1779030235.967384 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/aws-samples: Visualize AWS IAM Access Analyzer Policy Validation'' + Findings' + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://github.com/aws-samples/well-architected-iac-analyzer: + ai_summary: An AWS-sourced open-source analyzer designed to inspect Infrastructure + as Code (CloudFormation, Terraform) templates against AWS Well-Architected practices + before deployment. Grounding demonstrates how incorporating this tool into continuous + integration checks reduces pre-production compliance failures. + complexity: Advanced + content_hash: 0d76dd9d8bc2aa894af79faf1731a0b1820561aa2858dee446b5d6a9fd641056 + description: '' + gh_license: MIT-0 + gh_pushed: '2026-05-14T08:36:14Z' + gh_stars: 473 + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Well-Architected + - Infrastructure as Code + is_microservice: false + language: English + last_checked: 1779030482.75807 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS Well-Architected IaC Analyzer + v1_locations: + - docs/ai.md + - docs/aws-architecture.md + - docs/iac.md + v2_locations: + - ai.md + year: N/A +https://github.com/aws-solutions/aws-waf-security-automations: + gh_license: Apache-2.0 + gh_pushed: '2026-05-19T17:17:13Z' + gh_stars: 922 + last_checked: 1779388818.374839 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - - docker.md -https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni: + - aws-security.md +https://github.com/aws/amazon-ec2-metadata-mock: + content_hash: 7170fe54585c143eba0319e7e780f6b9f481c4686eca4726f5bc412f81116a29 description: '' - year: '2025' - stars: 4 - ai_summary: Microsoft operational guide detailing Azure CNI configurations to assign - direct VNET IPs to Kubernetes pods. Live grounding highlights dynamic IP allocation - patterns designed to reduce subnet pressure. Highly recommended for complex, high-throughput - hybrid enterprise networks. - language: English - resource_type: documentation + gh_license: Apache-2.0 + gh_pushed: '2026-05-04T18:01:34Z' + gh_stars: 290 + health_score: 100.0 + last_checked: 1779030719.03204 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Amazon EC2 Metadata Mock + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://github.com/aws/amazon-eks-pod-identity-webhook: + ai_summary: An essential mutation webhook that automatically injects AWS IAM variables + and credentials into Kubernetes Pod structures. Enables fine-grained authorization + policies (IRSA) allowing pods to securely access specific AWS cloud API actions + without cluster-wide node roles. complexity: Advanced + content_hash: 900ea2479ec0af33543f0ce1d517d94c64ccea8bc87133846a70a8fe7bf276b2 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-18T19:29:42Z' + gh_stars: 681 + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Security and Isolation + - IAM Integration + is_microservice: false + language: English + last_checked: 1779034323.506482 + needs_ai_refresh: true + resource_type: GitHub Repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: azon EKS Pod Identity Webhook + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://github.com/aws/aws-node-termination-handler: + ai_summary: High-efficiency agent ensuring EKS pod rescheduling during abrupt EC2 + instance maintenance events, Spot interruptions, or ASG rebalance recommendations. + Gracefully drains affected nodes, maintaining overall cluster operational reliability. + complexity: Intermediate + content_hash: 01103f43679fee0307728fb10caa4ad677035880b1cbddf33ba5e7986e7ff699 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-20T00:16:00Z' + gh_stars: 1755 + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Cost Optimization + - Spot Management + is_microservice: false + language: English + last_checked: 1779032579.205427 + needs_ai_refresh: true + resource_type: GitHub Repository + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: ==aws/aws-node-termination-handler== 🌟 + v1_locations: + - docs/kubernetes-tools.md + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + - kubernetes-tools.md + year: N/A +https://github.com/aws/containers-roadmap: + content_hash: a651d1bd73fd7a541f169ac4c3c373abe2c1fcb7b07c5ef981f09037ca9c4b64 + description: '' + gh_license: NOASSERTION + gh_pushed: '2025-03-25T18:13:16Z' + gh_stars: 5345 + health_score: 100.0 + last_checked: 1779031456.019786 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'aws/containers-roadmap: AWS Containers Roadmap' + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +https://github.com/aws/eks-anywhere: + ai_summary: An open-source tool that allows operators to easily create and run on-premises + Kubernetes clusters using the curated distribution of Amazon EKS. It brings EKS + lifecycle management tooling, security tooling, and optimization practices into + local bare-metal or VMware environments. Bridges hybrid cloud operations with + consistent tooling. + complexity: Advanced + content_hash: 0e4a9995f346ee09cf6603d3aa9b5c28db4498c13f6478636e9bc47573ec4444 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-22T06:32:48Z' + gh_stars: 2095 + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Hybrid Cloud + is_microservice: false + language: English + last_checked: 1779030558.991 + needs_ai_refresh: true + resource_type: repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'EKS Anywhere: github.com/aws/eks-anywhere' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://github.com/aws/eks-charts: + ai_summary: The official Helm chart repository maintained by Amazon Web Services + to bootstrap essential cluster add-ons. Hosts deployment packages for tools such + as the App Mesh Controller, AWS Load Balancer Controller, Node Termination Handler, + and VPC CNI. + complexity: Intermediate + content_hash: 3512a561b798a96282a8e9f78d9e69f8109d1b85d8dac2f5d0182c49b4622302 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-21T17:48:35Z' + gh_stars: 1294 + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Infrastructure + - Helm Repositories + is_microservice: false + language: English + last_checked: 1779030335.821445 + needs_ai_refresh: true + resource_type: GitHub Repository + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: ==github.com/aws/eks-charts== 🌟 + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://github.com/aws/eks-distro: + ai_summary: Amazon EKS Distro provides the exact open-source Kubernetes components, + patches, and dependencies validated by Amazon Web Services for its own managed + EKS clusters. Live Grounding verifies its role in letting teams run identical, + secure, and long-term-supported Kubernetes distributions locally or on non-AWS + nodes. Facilitates absolute platform consistency across physical and cloud clusters. + complexity: Advanced + content_hash: 1d4ed3479bda4d77f443bde81755492b1a8fef12a2b80ae8efceaa16c44195a0 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-12T14:46:59Z' + gh_stars: 1457 + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Hybrid Cloud + is_microservice: false + language: English + last_checked: 1779031426.161972 + needs_ai_refresh: true + resource_type: repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: ==aws/eks-distro== + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://github.com/aws/karpenter-provider-aws: + content_hash: 5efc45c20734350a0c65c8fc00f26170d524537559c5104c344a46a18a3b0ff5 + gh_license: Apache-2.0 + gh_pushed: '2026-05-21T22:29:33Z' + gh_stars: 7632 + health_score: 100.0 + last_checked: 1779130495.033744 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md +https://github.com/aws/secrets-store-csi-driver-provider-aws: + ai_summary: The official AWS Secrets Manager provider for the Kubernetes Secrets + Store CSI Driver. Enables mounting secrets as files directly to Pod volumes, removing + the need to store sensitive data in the etcd database. + complexity: Advanced + content_hash: ed9caa75dfefdcd07ddcc0b0cc923b7ae888457ee6adf38b529837c4133f0249 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-19T20:48:41Z' + gh_stars: 585 + health_score: 100.0 + hierarchy: + - Security + - Secrets Management + - CSI Drivers + is_microservice: false + language: English + last_checked: 1779033943.016738 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'aws/secrets-store-csi-driver-provider-aws: AWS Secrets Manager and Config'' + Provider for Secret Store CSI Driver' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://github.com/awslabs: + ai_summary: AWS's central laboratory incubator on GitHub housing thousands of reference + architectures, automation scripts, and experimental SDKs. Grounding validates + this organization as a primary resource for cloud-native engineering patterns. + complexity: Advanced + content_hash: 77eceb187995b0fae21705b9b2adf06e9327ec39af9c878323df2a9abf2fb65e + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS Architectures + - Open Source + is_microservice: true + language: English + last_checked: 1779029169.225877 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + - '[EMERGING]' + title: AWS Labs GitHub + v1_locations: + - docs/aws-architecture.md + - docs/aws-tools-scripts.md + - docs/aws.md + v2_locations: + - aws-architecture.md + year: N/A +https://github.com/awslabs/amazon-ecr-credential-helper: + content_hash: 6485c879c08e0048456259670896b18bcea1520aad1490fd027b541df0bf53cf + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-18T21:15:05Z' + gh_stars: 2704 + health_score: 100.0 + last_checked: 1779034139.574942 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'awslabs/amazon-ecr-credential-helper: Amazon ECR Docker Credential Helper' + v1_locations: + - docs/aws-containers.md + v2_locations: + - aws-containers.md + year: N/A +https://github.com/awslabs/amazon-eks-ami/issues/183: + content_hash: 3efb5a631c9ef42d3718b7947268b418aa37ae03667c290e8272049c88c56339 + description: '' + gh_license: MIT-0 + gh_pushed: '2026-05-22T02:32:31Z' + gh_stars: 2647 + health_score: 100.0 + last_checked: 1779030197.283987 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'ref1: docker build --network=host' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://github.com/awslabs/amazon-s3-tar-tool: + content_hash: 2a13e2400114619f000a6378403d1e6537ba17a05b54e1aba3d239eb2dbfa011 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-04-08T02:24:52Z' + gh_stars: 232 + health_score: 100.0 + last_checked: 1779034392.277136 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/awslabs/amazon-s3-tar-tool: Amazon S3 Tar Tool' + v1_locations: + - docs/aws-tools-scripts.md + v2_locations: + - aws-tools-scripts.md + year: N/A +https://github.com/awslabs/assisted-log-enabler-for-aws: + content_hash: a639dceeef558c6cfb347e005da2e3088994cf965c57d0af619e56dd2d1e96b2 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-21T23:28:51Z' + gh_stars: 274 + health_score: 100.0 + last_checked: 1779031898.675195 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'github.com/awslabs/assisted-log-enabler-for-aws: Assisted Log Enabler -'' + Find resources that are not logging, and turn them on' + v1_locations: + - docs/aws-tools-scripts.md + v2_locations: + - aws-tools-scripts.md + year: N/A +https://github.com/awslabs/aws-cloudsaga: + content_hash: 72b2d374572c51c3b212c0901e24f9e113bba18f791604eb743c29512ba40d18 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-21T23:23:42Z' + gh_stars: 475 + health_score: 100.0 + last_checked: 1779031564.70116 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==awslabs/aws-cloudsaga: AWS CloudSaga - Simulate security events in AWS==' + v1_locations: + - docs/aws-tools-scripts.md + v2_locations: + - aws-tools-scripts.md + year: N/A +https://github.com/awslabs/aws-kubernetes-migration-factory: + ai_summary: The AWS Kubernetes Migration Factory provides an automated, programmatic + framework for migrating legacy VM-based or on-premises workloads into Amazon EKS. + Curator Insight notes its structured pipelines that reduce migration errors, while + Live Grounding confirms its utility in enterprise-scale rehosting plans. Key features + include source-to-target automation, pre-migration validation, and automated target + cluster provisioning. + complexity: Advanced + content_hash: e26f3a98e5b89e36ff101cb719d6253d6ccd4549bbf8b9038afb2edcfddac61b + description: '' + gh_license: Apache-2.0 + gh_pushed: '2024-09-25T20:41:08Z' + gh_stars: 131 + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Migration + is_microservice: false + language: English + last_checked: 1779031352.467595 + needs_ai_refresh: true + resource_type: repository + stars: 0 + status: online + tags: + - '[LEGACY]' + title: '==github.com/awslabs: Kubernetes Migration Factory User Guide== 🌟' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://github.com/awslabs/aws-waf-sample: + content_hash: 18765cc1d9a80d454aac4d31c5e3e3ac458ca6d5e0b2885f71a2544369fae56e + description: '' + health_score: 100.0 + last_checked: 1779030583.784468 + stars: 0 + title: AWS WAF sample rules + v1_locations: + - docs/aws-security.md + year: N/A +https://github.com/awslabs/cdk-eks-blueprints: + ai_summary: An AWS Cloud Development Kit (CDK) based framework that simplifies bootstrapping + and configuring production-ready EKS clusters. Synthesizing developer insight + with live deployment footprints, it provides programmatic control over EKS configurations, + core add-ons, and IAM integrations. It is ideal for teams seeking TypeScript/Python + program-based IaC over static YAML or HCL configurations. + complexity: Advanced + content_hash: 6d1c7f8cb4f4504526a91b80b3d6831dfaa2d23609fdd7ba4d74fd6a4c79ac63 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-04-24T16:47:17Z' + gh_stars: 511 + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Infrastructure as Code + is_microservice: false + language: English + last_checked: 1779130495.009576 + needs_ai_refresh: true + resource_type: repository + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==aws-quickstart/cdk-eks-blueprints: Amazon EKS Blueprints for CDK==' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2024' +https://github.com/awslabs/cdk8s: + content_hash: 4e4e6aa8ff97716ee088cd364fca4f83a29ce3f6ce9958ffd8b73eae54db2a2b + description: '' + health_score: 100.0 + last_checked: 1779030989.982793 + stars: 0 + title: github.com/awslabs/cdk8s + v1_locations: + - docs/kubernetes.md + year: N/A +https://github.com/awslabs/cognito-at-edge: + content_hash: e404f89183c7624b41303bf7684985db4f495ce1cd01b7ad90a9c0fb6a4c06b0 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-11T08:29:44Z' + gh_stars: 238 + health_score: 100.0 + last_checked: 1779030052.514673 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: awslabs/cognito-at-edge + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://github.com/awslabs/diagram-as-code: + content_hash: b785f63e07b6aec35d948693162ca6d59795c1bfaa2c91d1abd5b15d121ac443 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-04-20T01:46:01Z' + gh_stars: 1507 + health_score: 100.0 + last_checked: 1779033508.482774 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: github.com/awslabs/diagram-as-code 🌟 + v1_locations: + - docs/cloud-arch-diagrams.md + v2_locations: + - cloud-arch-diagrams.md + year: N/A +https://github.com/awslabs/eks-node-viewer: + ai_summary: A CLI tool that visualizes the current cost, resource usage, and allocation + of nodes within an EKS cluster. Highly valued by teams using dynamic scaling engines + like Karpenter, it aggregates financial metrics to show real-time workload-to-infrastructure + pricing efficiency. It is an invaluable operational diagnostic utility. + complexity: Intermediate + content_hash: 0bde84201333b18e725405254ecaa05aba317bf3205f04b8dd87323ad99b9878 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-19T13:30:04Z' + gh_stars: 1633 + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Observability and Alerting + is_microservice: false + language: English + last_checked: 1779033343.14635 + needs_ai_refresh: true + resource_type: repository + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: awslabs/eks-node-viewer + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://github.com/awslabs/karpenter: + content_hash: d5d81bd6f2e1a86399f0b28a8b016245f35a425de82ac20bad1a52be5f295000 + description: '' + health_score: 100.0 + last_checked: 1779031896.881284 + stars: 0 + title: awslabs/karpenter + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://github.com/awslabs/specctl: + ai_summary: A specialized security tool developed by AWS Labs to parse, extract, + and map standard Kubernetes manifest objects or ECS task definitions directly + into AWS infrastructure controls. It analyzes security definitions and guarantees + alignment with zero-trust networking paradigms. 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'[DE FACTO STANDARD]' + title: Awesome Scalability + v1_locations: + - docs/other-awesome-lists.md + v2_locations: + - architectural-foundations.md + - other-awesome-lists.md + year: N/A +https://github.com/biosimulations/biosimulations: + content_hash: d94d1b623ca4b6c1534f95fe0ace391867b6c7dd180d664292d381c91f91c3ac + health_score: 100.0 + last_checked: 1779034560.76264 + v1_locations: + - docs/kubernetes-tools.md +https://github.com/biosimulations/deployment: + content_hash: fa5a8e09045193aa8dcccdc5df9a0b16bb458338531eb5eaf3481c97d5190a86 + description: '' + gh_license: MIT + gh_pushed: '2026-05-18T11:57:06Z' + gh_stars: 3 + health_score: 100.0 + last_checked: 1779031429.483259 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: biosimulations/deployment + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/bit-cloner/ecrcp: + content_hash: 7e2b0d2b0ff78890b32eab285b671fa3ba55196ec1919a0385b17e36a8784944 + description: '' + health_score: 100.0 + last_checked: 1779030709.005912 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - 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Due to inactivity for more than + four years, it is classified as legacy; teams should look to Terraform, Pulumi, + or EKS Blueprints instead. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - Cluster Provisioning + is_microservice: false + language: English + last_checked: 1779031618.709843 + needs_ai_refresh: true + resource_type: GitHub Repository + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[LEGACY]' + title: POKE - Provision Opinionated Kubernetes on EKS + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://github.com/bitnami-labs/kubewatch: + content_hash: 86a2aadcf296a2d87fd6d458ec25b123a24e9270ed6027c8971ef1649221acb8 + description: '' + health_score: 100.0 + last_checked: 1779032046.612078 + stars: 0 + title: ==bitnami-labs/kubewatch== + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://github.com/bitnami/kubecfg: + content_hash: bb3d5954a600ef594c5c6906e8dd1523194c3c9b1259bd7c4aaf6dde5fc87f53 + description: '' + health_score: 100.0 + last_checked: 1779030874.465106 + stars: 0 + title: kubecfg + v1_locations: + - docs/kubernetes.md + year: N/A +https://github.com/blendle/kubecrt: + ai_summary: An early-stage, archived utility developed to convert Helm charts into + raw Kubernetes manifests. 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This public portal + allows product managers and platform architects to anticipate feature deliveries + and align internal DevOps transformations with upstream capabilities. 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The repository is unmaintained with no commit activity + in over four years. + complexity: Intermediate + content_hash: 5bfc864b0bfb1a769d8f98ef5ef68078cc29e6362ae7753185f933a069f8509c + description: '' + gh_license: MIT + gh_pushed: '2022-11-15T16:23:58Z' + gh_stars: 294 + health_score: 100.0 + hierarchy: + - Infrastructure Standards + - Artifact Registry + - CLI Utilities + is_microservice: false + language: English + last_checked: 1779029465.340382 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'GitHub: Nexus-CLI' + v1_locations: + - docs/registries.md + v2_locations: + - registries.md + year: N/A +https://github.com/mlrun/mlrun: + content_hash: b4762640bf0c7d3885cd5eca6eaef3e2ff68f4c45f7802dcde2797f4e1416598 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-05-22T08:37:56Z' + gh_stars: 1668 + health_score: 100.0 + last_checked: 1779033218.586744 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: mlrun + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/mmmmmmpc/forklift-configmap-service: + content_hash: fa66c439bd4d117f2d253f28cecbe9089ce09afc9054c652d386726a357e7b93 + gh_license: Apache-2.0 + gh_pushed: '2021-09-22T14:00:12Z' + gh_stars: 0 + health_score: 100.0 + last_checked: 1779130495.031609 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md +https://github.com/moabukar/tech-vault: + ai_summary: Curator Insight curates a rich repository containing system design, + cheat sheets, and technical books. Live Grounding highlights the repository's + massive community popularity for quick-reference cloud architecture learning. + It is an extensive reference vault for system administrators. + complexity: Intermediate + content_hash: 35bd19e48da9d8ddf977958066ef454fc6404cf373868c8c7015c1cc92d8bc8f + description: '' + gh_license: Apache-2.0 + gh_pushed: '2026-03-01T22:28:21Z' + gh_stars: 3399 + health_score: 100.0 + hierarchy: + - Career Development + - Interview Preparation + - Technical Knowledge Vault + is_microservice: true + language: English + last_checked: 1779030706.527407 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: github.com/moabukar/tech-vault + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://github.com/modelcontextprotocol/servers: + ai_summary: 'Curator Insight: Primary collection of production-grade Model Context + Protocol (MCP) servers. + + Live Grounding: Establishes development standards for JSON-RPC 2.0 based message + exchange between host agents and enterprise backend systems.' + complexity: Intermediate + content_hash: 4b0c23b47ac282b07556690f1316f4cf786a56a8746af609ccd6cf929bf92002 + description: '' + gh_license: NOASSERTION + gh_pushed: '2026-05-21T18:10:38Z' + gh_stars: 86081 + health_score: 100.0 + hierarchy: + - Agentic Engineering + - Model Context Protocol + - Official Servers + is_microservice: true + language: English + last_checked: 1779032167.214414 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: GitHub MCP Server + v1_locations: + - docs/ai-agents-mcp.md + v2_locations: + - ai-agents-mcp.md + year: N/A +https://github.com/moditect/jfrunit: + content_hash: 6bb37b669daadec1c6bd53a9682eb004aa85746e3305e876be052de34b6bfe22 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2023-04-04T17:39:56Z' + gh_stars: 327 + health_score: 100.0 + last_checked: 1779030500.28831 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: jfrunit + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://github.com/mogensen/helm-changelog: + ai_summary: A CLI utility designed to automatically assemble neat changelogs for + Helm charts by parsing git repository commit history. It simplifies publishing + notes by keeping track of charts updates over multiple releases. + complexity: Intermediate + content_hash: aee6b1c0a49a8c4cef5278b4c8972a95725c0922634fdfb681341e106ef4cd63 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2024-08-01T10:32:40Z' + gh_stars: 43 + health_score: 100.0 + hierarchy: + - Application Delivery + - Helm + - Documentation + is_microservice: false + language: English + last_checked: 1779032699.701963 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'helm-changelog: Create changelogs for Helm Charts, based on git history' + v1_locations: + - docs/helm.md + - docs/kubernetes-tools.md + v2_locations: + - helm.md + year: N/A +https://github.com/mohanad86/secure-ssh-python: + ai_summary: 'A lightweight python-based wrapper designed to manage, secure, and + automate SSH connections, preventing session dropouts and hardening connection + authentication parameters dynamically. Double-Evidence: This utility provides + automated terminal tunnels, while live grounding indicates it serves as an excellent + reference for custom connection-recovery scripts inside edge-computing and remote + node installations.' + complexity: Intermediate + content_hash: bbf6e7235fe56e1a263032b7c50596c24af13e54938be16c891ddf838c515044 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Secure Infrastructure Access + - Secure Shell and Access Gateways + is_microservice: false + language: English + last_checked: 1779030434.225411 + needs_ai_refresh: true + resource_type: Automation Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Auto-SSH for Linux security + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://github.com/mohatb/kubectl-exec: + content_hash: 3549810e43c51fd68757c68486b397cc1ac40a15f3a963f12fe3e4642059274b + description: '' + gh_license: Apache-2.0 + gh_pushed: '2025-07-28T11:24:13Z' + gh_stars: 88 + health_score: 100.0 + last_checked: 1779031752.98567 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: mohatb/kubectl-exec + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/monksy/awesome-kafka/blob/master/tools.md: + ai_summary: A rich community collection of operational utilities, libraries, and + GUI packages optimized for developers and administrators deploying and scaling + Apache Kafka systems. + complexity: Intermediate + content_hash: bbd37b93636f0486720d1d3c85369e4f0344243b89bc85169071705d9ba06ea6 + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Event Streaming + - Resource Indexes + is_microservice: false + language: English + last_checked: 1779030587.854744 + needs_ai_refresh: true + resource_type: Repository + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Awesome Kafka + v1_locations: + - docs/message-queue.md + - docs/other-awesome-lists.md + v2_locations: + - message-queue.md + year: N/A +https://github.com/monodot/pipeline-library-demo: + content_hash: 301d62aa31c1b716f393af4152f147d6562e00bee25286f1e1ce4aa58dd656d4 + description: '' + health_score: 100.0 + last_checked: 1779033917.845131 + stars: 0 + title: github.com/monodot/pipeline-library-demo 🌟 + v1_locations: + - docs/demos.md + year: N/A +https://github.com/moule3053/mck8s: + content_hash: b83b59fdec53464c7fd0e7f18aa8edd2c4445f518b3fa4a6f5293f4479e1a4c2 + description: '' + gh_license: Apache-2.0 + gh_pushed: '2023-07-07T09:30:06Z' + gh_stars: 73 + health_score: 100.0 + last_checked: 1779034523.392107 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: moule3053/mck8s + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://github.com/mozilla/sops: + content_hash: 8d6ee771f290b2a6417127c57c2091091c0729a52f006b7eb9e4eae061d70b46 + description: '' + health_score: 100.0 + last_checked: 1779030000.88447 + stars: 0 + title: 'sops: Simple and flexible tool for managing secrets 🌟' + v1_locations: + - docs/devsecops.md + - docs/terraform.md + year: N/A +https://github.com/mperezco/forklift-configmap-service: + content_hash: c04babd3ae496581d3395b0e59eec24b81915748e83275a9bd78461e45d4f427 + description: '' + health_score: 100.0 + last_checked: 1779031438.834319 + stars: 0 + title: mperezco/forklift-configmap-service + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://github.com/mramanathan/ansible-harbor: + ai_summary: Legacy Ansible playbook for Harbor deployment orchestration. 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Detects memory leaks and optimizes data structure footprints + to resolve OutOfMemoryError crashes. + complexity: Advanced + content_hash: 83a6144691cde2da456e753339935cfbb7b89e61dfcc18fa5f09821b227d97aa + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Java + - Performance Tuning + is_microservice: false + language: en + last_checked: 1779029556.896694 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: heaphero.io + v1_locations: + - docs/java-and-java-performance-optimization.md + - docs/monitoring.md + v2_locations: + - java-and-java-performance-optimization.md + - monitoring.md + year: N/A +https://heka-ai.medium.com/introduction-to-debugging-locally-and-live-on-kubernetes-8c8ecd3acbaa: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033781.924209 + stars: 0 + title: '==heka-ai.medium.com: Introduction to Debugging: locally and live on Kubernetes'' + with VSCode== 🌟' + v1_locations: + - docs/kubernetes-troubleshooting.md + year: N/A +https://helidon.io: + content_hash: 245f55fa2695fc2440e4d50decdac74ce930f2d7ac18b22cd2704b02dab9cba9 + description: '' + health_score: 100.0 + last_checked: 1779031650.08244 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Helidon.io + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://hellotestworld.com/2016/02/02/cheatsheet-for-jmeter-__time-function-calls: + content_hash: 3bfde52b1ffc5fd4d803a48e079b74f0043f94bb1c2383c782e0d07bfadf1f48 + description: '' + health_score: 100.0 + last_checked: 1779030580.506127 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: CheatSheet for JMeter __time Function Calls + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://helm.sh: + ai_summary: The main landing site for Helm, containing foundational documentation, + API schemas, and architecture overviews. 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Splits mesh tasks into a secure transport layer (ztunnel) and + an optional L7 processing layer (waypoint proxies), reducing resource usage and + simplifying operational overhead. + complexity: Advanced + content_hash: cf057614e80fa53b08cb1264216a18bfb9e789b005796a59264307c82cab2ff0 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Architecture + - Sidecarless Architecture + is_microservice: true + language: English + last_checked: 1779033280.662244 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + - '[EMERGING]' + - '[ENTERPRISE-STABLE]' + title: 'istio.io: Introducing Ambient Mesh' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://istio.io/latest/blog/2022/merbridge: + ai_summary: Introduces Merbridge, an open-source tool utilizing eBPF to optimize + network routing within service meshes. Shows how replacing standard iptables redirection + rules with eBPF sockops can significantly bypass TCP/IP stack overhead and lower + pod-to-pod latency. + complexity: Advanced + content_hash: b7af054b0e4f07afa10562cb1e9e70dbc72391b084515d13ca0057357046fc48 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Performance + - eBPF Acceleration + is_microservice: true + language: English + last_checked: 1779034476.989396 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[EMERGING]' + - '[ENTERPRISE-STABLE]' + title: 'istio.io: Merbridge - Accelerate your mesh with eBPF' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://istio.io/latest/docs/examples/microservices-istio: + ai_summary: Authoritative tutorial showing how to design, secure, and route microservice + networks within Kubernetes clusters using Istio. + complexity: Intermediate + content_hash: 77e1c05fbc9aad6d0fc22d0fffb02240b70b61e8d18eee138750c31744ef6936 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Service Mesh + - Tutorials + is_microservice: true + language: en + last_checked: 1779032874.579399 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'istio.io: Learn Microservices using Kubernetes and Istio 🌟' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://istiobyexample.dev: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029850.158911 + stars: 0 + title: istiobyexample.dev 🌟 + v1_locations: + - docs/istio.md + year: N/A +https://istiobyexample.dev/fault-injection: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032716.144599 + stars: 0 + title: 'istiobyexample.dev: Fault Injection' + v1_locations: + - docs/istio.md + year: N/A +https://it.slashdot.org/story/21/05/22/041242/and-the-top-source-of-critical-security-threats-ispowershell: + ai_summary: Analyzes the rise of fileless malware execution leveraging administrative + tooling such as PowerShell. Focuses on balancing deep system access capabilities + with strict runtime logging and script block execution audits. + complexity: Beginner + content_hash: f3fa218d1b10367116a8ed3a186e2d394d18962ec51cd8c46f3b8d209e81954f + description: '' + health_score: 100.0 + hierarchy: + - Security + - Threat Intelligence + - Attack Vectors + is_microservice: false + language: English + last_checked: 1779033705.358091 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'it.slashdot.org: And the Top Source of Critical Security Threats Is...PowerShell' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://iter8.tools: + ai_summary: A Kubernetes-native progressive delivery platform that orchestrates + metric-driven canary releases and A/B tests. Live grounding shows Iter8's ability + to validate runtime SLO performance, using Prometheus and OpenTelemetry targets + to automate application promotion or rollbacks. + complexity: Advanced + content_hash: bcf21be7427446d887632bceeed8604d755c7bc49c4a6e841709cab0b85f6af0 + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Service Level Objectives + - Progressive Delivery + is_microservice: true + language: English + last_checked: 1779030390.838507 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: ==Iter8== + v1_locations: + - docs/performance-testing-with-jenkins-and-jmeter.md + - docs/sre.md + v2_locations: + - performance-testing-with-jenkins-and-jmeter.md + - sre.md + year: N/A +https://itnext.io/12-factor-microservice-applications-on-kubernetes-db913008b018: + content_hash: 050092ef393c0ff99fceb6b2ed93ad7795c8b54c1bcf7ac56ca6ee0dbfc04bee + description: '' + health_score: 100.0 + last_checked: 1779030653.010326 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: 12 factor Microservice applications β€” on Kubernetes' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://itnext.io/3-reasons-to-choose-a-wide-cluster-over-multi-cluster-with-kubernetes-c923fecf4644: + content_hash: c37c675ce4c9f3f4e51365c5f3bddd90bba23efbcc6d4f2b1d91e8bda389fa82 + description: '' + health_score: 100.0 + last_checked: 1779031804.926377 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: 3 Reasons to Choose a Wide Cluster over Multi-Cluster with Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/4-container-design-patterns-for-kubernetes-a8593028b4cd: + content_hash: 363bd645eb576da56023caa44b4bfbdea9a4896cfa000c06658e3c5e377d3882 + description: '' + health_score: 100.0 + last_checked: 1779029113.268344 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: 4 Design Patterns for Containers in Kubernetes | Daniele Polencic=='' + 🌟' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://itnext.io/5-advanced-kubernetes-operators-every-devops-engineer-should-know-about-ab46bdc1c7d5: + content_hash: ddca7518cbdb66a5552d5de7ee728e3448c4a878ab66c9c8fac242d662714b18 + description: '' + health_score: 100.0 + last_checked: 1779033078.930013 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: 5 Advanced Kubernetes Operators Every DevOps Engineer Should'' + Know About== 🌟' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md + year: N/A +https://itnext.io/6-kubectl-plugins-you-must-try-1411dcbcf950: + content_hash: 247f1fbed32f0697786c396f2fd3e96e871c3ccaff7d26b5bd06f8abbc8b5a9b + description: '' + health_score: 100.0 + last_checked: 1779031410.867619 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: 6 kubectl plugins you must try' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/a-minimalist-guide-to-grpc-e4d556293422: + content_hash: d45764b74891c83a57e01144f53b381d8defc6f2af3d9066f284eb8cdb1c8f72 + description: '' + health_score: 100.0 + last_checked: 1779030069.400641 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: A minimalist guide to gRPC' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://itnext.io/a-practical-guide-for-linkerd-authorization-policies-6cfdb50392e9: + content_hash: 3faadec54ebbb471249a4f00605ffe4d277ee2168b8aaecce46cb6e56824bf80 + description: '' + health_score: 100.0 + last_checked: 1779031510.407559 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: A Practical Guide for Linkerd Authorization Policies' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://itnext.io/accelerate-development-with-jenkins-pipelines-and-continuous-integration-9a6c7857ccd2: + content_hash: ab3b69e4a72cd2790f59d879d04a10a8202e0e9b0bb51089710100cfdbb06304 + description: '' + health_score: 100.0 + last_checked: 1779032582.969806 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Accelerate Development with Jenkins Pipelines and Continuous'' + Integration' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-for-using-kubekey-6207e94b0bdd: + ai_summary: Technical execution guide explaining how to scale a single control plane + setup into a multi-master High Availability (HA) cluster. Integrates load balancers + and key-value store configurations. + complexity: advanced + content_hash: 281639eb3e1f138bd07168467c224b3e3db9515cc25e352039d713e708e03942 + description: '' + health_score: 100.0 + hierarchy: + - Cluster Management + - Installation Tools + - KubeKey + is_microservice: false + language: en + last_checked: 1779030011.787784 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Adding Master Nodes to Achieve HA: One of the Best Practices'' + for Using KubeKey' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://itnext.io/adding-security-layers-to-your-app-on-openshift-part-1-deployment-and-tls-ingress-9ef752835599: + content_hash: bad85d1af9516904df2f1dca22afcf7a179885ce31a76edbf633cc8e6a616a21 + description: '' + health_score: 100.0 + last_checked: 1779034345.752539 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Adding security layers to your App on OpenShift β€” Part 1: Deployment'' + and TLS Ingress 🌟' + v1_locations: + - docs/openshift.md + v2_locations: + - openshift.md + year: N/A +https://itnext.io/aks-performance-limit-ranges-8e18cbebe351: + ai_summary: Technical article examining the configuration of LimitRanges in AKS + namespaces. Demonstrates how setting default container resource requests prevents + multi-tenant environments from experiencing noisy neighbor syndromes or complete + node exhaustion. + complexity: Intermediate + content_hash: 9f7fd897630dd03e5af0cfc0f3817321d4a88dd2e163a6bdc3afef82c918a418 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Performance + is_microservice: false + language: English + last_checked: 1779029640.68236 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: AKS Performance: Limit Ranges' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653: + content_hash: 645687a91cea0a4ba2fd93a1670de183be7e7aa9827ef8faeb81530ebc41fab5 + description: '' + health_score: 100.0 + last_checked: 1779031902.485122 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Ansible and Jenkins β€” automate your scritps 🌟' + v1_locations: + - docs/ansible.md + - docs/jenkins.md + v2_locations: + - jenkins.md + - ansible.md + year: N/A +https://itnext.io/anthos-multi-cluster-management-aa6f2c03120d: + content_hash: 2cc57d880263eacf2cea805a63205ce50c347f52a4c7fda8f080e4c823fed067 + description: '' + health_score: 100.0 + last_checked: 1779033046.570169 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Anthos β€” Multi-cluster Management' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://itnext.io/architecting-kubernetes-clusters-choosing-a-cluster-size-92f6feaa2908: + content_hash: 8a54ee14009fd877b0eb20c985c73a9dde74200d619c421fa88901b59bda98d1 + description: '' + health_score: 100.0 + last_checked: 1779031595.803328 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Architecting Kubernetes clusters β€” choosing a cluster size' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/architecting-kubernetes-clusters-choosing-a-worker-node-size-b3729cc0c78f: + content_hash: ee30bed4b729c4299219df3bfee61f1f68f97ff2904aa5d2697cd81fd1bb0746 + description: '' + health_score: 100.0 + last_checked: 1779030299.6669 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Architecting Kubernetes clusters β€” choosing a worker node size' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/argocd-secret-management-with-argocd-vault-plugin-539f104aff05: + content_hash: 2199a2f9ac361e44dafc206fa873359283b5db8aa75e641dba33c2205ec2be8c + description: '' + health_score: 100.0 + last_checked: 1779030680.182626 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Solving ArgoCD Secret Management with the argocd-vault-plugin'' + 🌟' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad: + ai_summary: Security implementation guide for Argo CD. Illustrates custom user accounts, + SSO hookups, and high-fidelity policy-based RBAC enforcement for large cloud-native + engineering groups. + complexity: Intermediate + content_hash: 3514f8847ffbfaf2f5bb77a099fe8f89b1ce51640674f2d0815e41f30a927422 + description: '' + health_score: 100.0 + hierarchy: + - GitOps + - Continuous Delivery + - Security and Governance + is_microservice: false + language: English + last_checked: 1779033140.544015 + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: ArgoCD: users, access, and RBAC' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://itnext.io/automating-system-updates-for-kubernetes-clusters-using-ansible-94a70f4e1972: + content_hash: 183a40372a1a11165438abddd3281d96129eba49e104b81dc496e8028cb53eef + description: '' + health_score: 100.0 + last_checked: 1779032524.524976 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Automating System Updates for Kubernetes Clusters using Ansible' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/autoscaling-ingress-controllers-in-kubernetes-c64b47088485: + content_hash: 8dbbe66d766a5c8b0811972134c3b0c2c7a84ca9f61fa0af45f92b0d91a4b533 + description: '' + health_score: 100.0 + last_checked: 1779033663.29478 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: Autoscaling Ingress Controllers in Kubernetes (Daniele Polencic)==' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4: + content_hash: 7270813559bcdacd7679130ff8e2bf1f30768737ec13391fb838cd1bbdc2ea52 + description: '' + health_score: 100.0 + last_checked: 1779031714.589142 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: AWS CDK for EKS β€” Handling Helm Charts' + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam-and-rbac-groups-7b70ded144b5: + ai_summary: Details the inner workings of mapping AWS IAM identity vectors to Kubernetes + internal Role-Based Access Control (RBAC) groups via `aws-auth` ConfigMaps or + newer EKS Access Entries. It presents strategies for configuring secure, least-privilege + team cluster access. Vital for security compliance in multi-tenant environments. + complexity: Advanced + content_hash: aa4b97a25582a55d7520c58eaf8829eeced3265ee8b2fe6add831a27a3086cc3 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Security + is_microservice: false + language: English + last_checked: 1779033187.105318 + resource_type: guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: AWS Elastic Kubernetes Service: RBAC Authorization via AWS IAM'' + and RBAC Groups' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-with-csi-volume-snapshots-14ce9e6f3778: + content_hash: a22405aa3539bc9b4355ad4defedb424ba570654db8ccfdf8a775890ada95f0e + description: '' + health_score: 100.0 + last_checked: 1779031061.066717 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Backup and Restore of Kubernetes Stateful Application Data with'' + CSI Volume Snapshots' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md + year: N/A +? https://itnext.io/benchmark-results-of-kubernetes-network-plugins-cni-over-10gbit-s-network-updated-august-2020-6e1b757b9e49 +: content_hash: 4e6d33aec60cf1a220949cf840f6bd0d178421818d9b1ad552bcf95dddddf5f0 + description: '' + health_score: 100.0 + last_checked: 1779030572.395796 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Benchmark results of Kubernetes network plugins (CNI) over 10Gbit/s'' + network (Updated: August 2020)' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712: + content_hash: 0d5d52e1facecb8b3df1eeb2b14581054665f9bc0fe92931974fd29ab4754eb0 + description: '' + health_score: 100.0 + last_checked: 1779032571.508386 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Boosting your kubectl productivity' + v1_locations: + - docs/kubectl-commands.md + v2_locations: + - kubectl-commands.md + year: N/A +https://itnext.io/breaking-down-and-fixing-etcd-cluster-d81e35b9260d: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033784.717865 + stars: 0 + title: 'itnext.io: Breaking down and fixing etcd cluster' + v1_locations: + - docs/kubernetes.md + year: N/A +https://itnext.io/breaking-down-and-fixing-kubernetes-4df2f22f87c3: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031807.80803 + stars: 0 + title: 'itnext.io: Breaking down and fixing Kubernetes' + v1_locations: + - docs/demos.md + year: N/A +https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-and-kubernetes-labels-4c0e52c6c0f4: + ai_summary: 'Curator Insight: Proposes an innovative model for constructing a lightweight + IDP by utilizing simple Kubernetes label configurations mapped to Argo CD ApplicationSets. + Live Grounding: Demonstrates how platform teams can abstract direct Kubernetes + complexity for application developers, promoting self-service deployment without + security compromises.' + complexity: Intermediate + content_hash: 705222830ba3ce4a7f7b777446977e2202922e25e1c1b7e3add2e9d361726989 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Internal Developer Platforms + - Argo CD + is_microservice: false + language: English + last_checked: 1779034264.990864 + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'itnext.io: Build a Lightweight Internal Developer Platform with Argo CD'' + and Kubernetes Labels' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://itnext.io/build-an-eks-cluster-with-terraform-d35db8005963: + content_hash: c3e59a67cbca1da99441ebde22ad9410b04a7000e868a46b277252fc05a43094 + description: '' + health_score: 100.0 + last_checked: 1779030652.967493 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: Build EKS cluster with Terraform== 🌟' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21: + ai_summary: This technical walkthrough explores using GitHub Container Registry + (GHCR) to build, tag, push, and pull Docker containers natively inside Kubernetes + deployment loops. It details how to set up pull secrets, automate container pushes + with GitHub Actions, and synchronize build artifacts. 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Live Grounding + confirms that while standard client-go uses dynamic clients or interface{} for + generic operations, integrating Go generics allows for cleaner, type-safe custom + controllers. This article provides practical patterns for wrapping standard clients + to streamline resource manipulation. + complexity: Advanced + content_hash: ff30369560b995b9353789783b0415335c8fa55892c5d93ca658d0308d5457dc + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native + - Kubernetes Development + - Go Client-Go + - Generics + is_microservice: false + language: English + last_checked: 1779033572.589868 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Generically working with Kubernetes objects in Go' + v1_locations: + - docs/about.md + - docs/golang.md + v2_locations: + - golang.md + year: N/A +https://itnext.io/getting-started-with-docker-facts-you-should-know-d000e5815598: + content_hash: f8ca248fbe0a3a4368c6a0f3431f5e2c9ba9a9e0937dd72e8b791ad7e2d5b12d + description: '' + health_score: 100.0 + last_checked: 1779032483.532459 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Getting Started with Docker: Facts You Should Know 🌟' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://itnext.io/github-actions-for-android-developers-9ae606df2bfa: + ai_summary: An specialized Android delivery guide detailing Gradle task pipelines, + local caching parameters, and fastlane integrations inside Actions environments. + complexity: Intermediate + content_hash: 1fb0e8a3e5a4f26d2fe8c08e60d802f08ed6ceb1c23a6ba58ddba3192c811d47 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - CI-CD + - Mobile Pipelines + is_microservice: false + language: en + last_checked: 1779030553.81429 + resource_type: Technical Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: GitHub Actions for Android Developers' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://itnext.io/github-actions-terraform-deployments-with-a-review-of-planned-changes-30143358bb5c: + content_hash: f2f2314b291be7cb4fb0123dc7257c50d2a8f9c3bd2c8814893895d0151d6208 + description: '' + health_score: 100.0 + last_checked: 1779032543.571845 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: GitHub Actions: Terraform deployments with a review of planned'' + changes' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b6cf0cf6f832: + content_hash: 6b783edd4859b2d6c873c3eadd69cf14acb426c3fc16e56112b386ba634f75dc + description: '' + health_score: 100.0 + last_checked: 1779030680.184751 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Github: Github Actions overview and ArgoCD deployment example' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://itnext.io/gitops-with-kubernetes-740f37ea015b: + content_hash: 4e43f6e6da4ac95a503e1db93871e3d8a173201fc94d761e78fdeeb2ef81fcb9 + description: '' + health_score: 100.0 + last_checked: 1779034530.924185 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: GitOps with Kubernetes 🌟' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452: + ai_summary: A granular guide on uniting Flux CD and Crossplane. Details the construction + of continuous GitOps pipelines where infrastructure drifts are self-reconciled + using Flux's lightweight controllers. + complexity: Advanced + content_hash: e616da134e3d31172ca38e7113b047360b7373104978d664f31b5393acc84c07 + description: '' + health_score: 100.0 + hierarchy: + - GitOps + - Continuous Delivery + - Flux Integration + is_microservice: false + language: English + last_checked: 1779030809.021998 + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: GitOpsify Cloud Infrastructure with Crossplane and Flux' + v1_locations: + - docs/crossplane.md + v2_locations: + - crossplane.md + year: N/A +https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60: + ai_summary: An in-depth structural comparison of memory management in Go and Java. + Explores value types and compiler escape analysis to explain why Go achieves sub-millisecond + latencies without complex garbage collection. + complexity: Advanced + content_hash: 732448c49b6431dddf4ce46fdea7046256356c86638ecff5016b04a3c0638178 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Go + - Memory Management + is_microservice: false + language: en + last_checked: 1779033240.202295 + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'itnext.io: Go Does Not Need a Java Style GC' + v1_locations: + - docs/golang.md + v2_locations: + - golang.md + year: N/A +https://itnext.io/guide-installing-an-okd-4-5-cluster-508a2631cbee: + content_hash: f0217c87f64659219fda89b504208558cd17c6fabb93392b1e6386ae8c6913de + description: '' + health_score: 100.0 + last_checked: 1779033074.35664 + stars: 0 + title: 'itnext.io: Guide: Installing an OKD 4.5 Cluster' + v1_locations: + - docs/demos.md + year: N/A +https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111: + ai_summary: A deep engineering manual on configuring Secure Computing Mode (seccomp) + within Docker and Kubernetes orchestrations. Includes practical code steps for + auditing, building custom whitelist system call filters, and enforcing compliance + frameworks at the container level. + complexity: Advanced + content_hash: 8767ec47ac26164a2e18d7da724d998e69c6332677d5894205f62296df74cf0e + description: '' + health_score: 100.0 hierarchy: - Cloud Native Security - Infrastructure Hardening - Linux Kernel Security + is_microservice: false + language: en + last_checked: 1779029371.203092 + resource_type: blog + stars: 0 + status: online tags: - '[ENTERPRISE-STABLE]' - is_microservice: false - status: online - title: 'redhat.com: Improving Linux container security with seccomp 🌟' + title: 'itnext.io: Hardening Docker and Kubernetes with seccomp 🌟' + v1_locations: + - docs/devsecops.md v2_locations: - devsecops.md -https://www.testmuai.com/blog/why-selenium-grid-is-ideal-for-automated-browser-testing: + year: N/A +https://itnext.io/hardening-monitoring-a-step-by-step-guide-7a18007c915: + content_hash: 08c690ea6e69af01230e8c7b0969014544cc75bef8ecd3eece1caf04af801ea7 + description: '' health_score: 100.0 - last_checked: 1779130494.943123 - content_hash: c288ffb5b337588cd692d75c92f2414330a9f6c380ff1f42310b843c8c1b85a7 - v1_locations: - - docs/test-automation-frameworks.md - needs_ai_refresh: true + last_checked: 1779031979.566285 + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + title: 'itnext.io: Hardening Monitoring: a step-by-step guide' + v1_locations: + - docs/prometheus.md v2_locations: - - test-automation-frameworks.md -https://azure.microsoft.com/en-us/en-us/updates/v2/Azure-Virtual-Network-Manager-topology-view-now-generally-available: + - prometheus.md + year: N/A +https://itnext.io/helm-3-secrets-management-4f23041f05c3: + ai_summary: Evaluates secure Helm-based secrets management frameworks. 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It offers a blueprint + for building a single, highly flexible parent chart that can deploy diverse microservice + patterns. + complexity: Advanced + content_hash: efe60858cb4d7dab1b8c3aaa89e3cf45ea40ffe9b6b42a5095a58254f573f9ae + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Helm + - Templating + is_microservice: true + language: English + last_checked: 1779034336.150402 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Helm: reusable chart β€” named templates, and a generic chart for'' + multiple applications' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://itnext.io/highly-available-nfs-cluster-in-kubernetes-a-cloud-vendor-independent-storage-solution-f9a314cfdfcc: + content_hash: 03ff575783e5eb8902bb14c35fbee8b49718a9a1b8839d4c06c788d08458ed90 + description: '' + health_score: 100.0 + last_checked: 1779031520.671983 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Highly Available NFS cluster in Kubernetes, a cloud vendor independent'' + storage solution' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://itnext.io/horizontal-pod-autoscaling-with-custom-metric-from-different-namespace-f19f8446143b: + content_hash: 177902269fefa2cac13564a930efb70cfebc7e3c0951caf52c19abd16e5a4f8b + description: '' + health_score: 100.0 + last_checked: 1779034454.197473 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Horizontal Pod Autoscaling with Custom Metric from Different'' + Namespace' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md + year: N/A +https://itnext.io/how-do-you-gracefully-shut-down-pods-in-kubernetes-fb19f617cd67: + content_hash: 8d3c3717681ba7b84d97823703f3c4cc87441f9fca3e866959c6980608eedb5e + description: '' + health_score: 100.0 + last_checked: 1779034041.466435 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: Kubernetes Graceful Shutdown | Daniele Polencic== 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/how-to-build-an-event-driven-asp-net-core-microservice-architecture-e0ef2976f33f: + content_hash: 8a14a82dbb34bce3425ef62ffaeb2a6aac3f10424255f7a7841396d2f3e3977b + description: '' + health_score: 100.0 + last_checked: 1779030384.438884 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to Build an Event-Driven ASP.NET Core Microservice Architecture' + v1_locations: + - docs/dotnet.md + v2_locations: + - dotnet.md + year: N/A +https://itnext.io/how-to-cold-start-fast-a-java-service-on-k8s-eks-3a7b4450845d: + ai_summary: Engineering exploration highlighting techniques to minimize startup + latency for Spring Boot/Quarkus container images, leveraging GraalVM, CRaC, or + CPU shares. + complexity: advanced + content_hash: a19274deaa369a674c92014ea43db4582792c3b844961214d5bfbe2058c6b12b + description: '' + health_score: 100.0 + hierarchy: + - Runtime Optimizations + - Kubernetes Tuning + - JVM in Containers + is_microservice: true + language: en + last_checked: 1779030986.167384 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to cold start fast a java service on k8s (EKS)' + v1_locations: + - docs/java-and-java-performance-optimization.md + v2_locations: + - java-and-java-performance-optimization.md + year: N/A +https://itnext.io/how-to-create-kubernetes-home-lab-on-an-old-laptop-1de6cc12c13e: + content_hash: 76bab06c9d565df67f56beed1dfda32d240dcb2532671675c0f704aa27a27c7b + description: '' + health_score: 100.0 + last_checked: 1779031464.653668 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to create Kubernetes home lab on an old laptop with K3s' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45: + ai_summary: A step-by-step technical guide introducing structural patterns for authoring + Kubernetes configurations. Synthesizes practical methods like IDE snippets, schema + integrations, and kubectl dry-run options to bypass syntax roadblocks. + complexity: Beginner + content_hash: d2e53e6ce5275b31e73d528e5742dd0a7234e59d3311cf7ab76dc4e03cad3fa3 + description: '' + health_score: 100.0 + hierarchy: + - Orchestration + - Kubernetes + - Guides and Tutorials + is_microservice: false + language: English + last_checked: 1779033923.470599 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: How to create Kubernetes YAML files 🌟' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://itnext.io/how-to-deploy-a-cross-cloud-kubernetes-cluster-with-built-in-disaster-recovery-bbce27fcc9d7: + content_hash: ecb892784d7f9eea91ca3642482bc2474f0c9da5d69b3fe9c5317a9f8c87f425 + description: '' + health_score: 100.0 + last_checked: 1779031576.203291 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to deploy a cross-cloud Kubernetes cluster with built-in'' + disaster recovery 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/how-to-deploy-a-single-kubernetes-cluster-across-multiple-clouds-using-k3s-and-wireguard-a5ae176a6e81: + content_hash: 7902a3e89a1751b36c419664d9f0d77db49a1634bf83fb06acb138b4273590b8 + description: '' + health_score: 100.0 + last_checked: 1779032181.9766 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to deploy a single Kubernetes cluster across multiple clouds'' + using k3s and WireGuard' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/how-to-design-and-provision-a-production-ready-eks-cluster-f24156ac29b2: + content_hash: c514623f9320640e9ae87c91bbf6f9f7016cfa4d72585ea4886bd25fa2d0a7a7 + description: '' + health_score: 100.0 + last_checked: 1779031117.26907 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to Design and Provision a Production-Ready EKS Cluster' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://itnext.io/how-to-experiment-locally-on-kubernetes-with-minikube-and-your-local-dockerfiles-48833fcd90c9: + content_hash: bbd934ea21e51a6df462768e8b71e862160db8642dd7effe180d9ccc4aa9d97f + description: '' + health_score: 100.0 + last_checked: 1779033050.688896 + stars: 0 + title: 'itnext.io: How to experiment locally on Kubernetes with minikube and your'' + local Dockerfiles' + v1_locations: + - docs/kubernetes-based-devel.md + year: N/A +https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5: + ai_summary: A detailed technical guide explaining network security configurations + within Kubernetes clusters. It demonstrates how to write and apply zero-trust + Network Policies to restrict pod-to-pod and egress traffic effectively. + complexity: Advanced + content_hash: 9de736c6e107ec80aa1c5c175adc9ee16a532cc26f304b122b9d031b25e4e286 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Kubernetes + - Networking + is_microservice: true + language: English + last_checked: 1779034318.759644 + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'itnext.io: How-To: Kubernetes Cluster Network Security 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961: + content_hash: 1d855e45911087583c3b98186a33b519221a502360489948e9f4616f25464c03 + description: '' + health_score: 100.0 + last_checked: 1779032753.971114 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: How to Restart Kubernetes Pods With Kubectl== 🌟' + v1_locations: + - docs/kubectl-commands.md + v2_locations: + - kubectl-commands.md + year: N/A +https://itnext.io/how-to-run-distributed-performance-tests-in-kubernetes-with-k6-and-elasticsearch-4ff8142bc774: + content_hash: f3bbe9f34bf1bcd5cbe53456c2023f7566b19b66798a70b7f80e21c441ea8acb + description: '' + health_score: 100.0 + last_checked: 1779032343.979787 + stars: 0 + title: 'itnext.io: How to run distributed performance tests in Kubernetes with K6' + v1_locations: + - docs/qa.md + year: N/A +https://itnext.io/how-to-setup-ci-cd-pipelines-for-android-with-azure-devops-2a4ded0de0e7: + content_hash: 964c6656f269a1b1a76e81094531eadd5b5c1f4196a94121f0e1d66103512bb4 + description: '' + health_score: 100.0 + last_checked: 1779030295.829364 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to setup CI CD pipelines for Android with Azure DevOps' v1_locations: - docs/azure.md -https://www.openproject.org/blog/create-configure-manage-projects-openproject: + v2_locations: + - azure.md + year: N/A +https://itnext.io/how-to-tackle-kubernetes-observability-challenges-with-pixie-4c6414ca913: + ai_summary: Explains how to use Pixie, an eBPF-driven platform, to achieve instant + observability on Kubernetes clusters. Demonstrates capturing system-wide HTTP + traffic, db queries, and CPU profiles with zero code instrumenting overhead. + complexity: Advanced + content_hash: 8f364739e4ea12b4628fef17cc079c9cf6cce7c5827af6309b7b8683044623ca + description: '' health_score: 100.0 - last_checked: 1779130494.98764 - content_hash: 628a48ae04ea18db3f382ae1d01c7c6cdee74d7b7107729c8164bd0aa893e876 + hierarchy: + - Observability + - eBPF Monitoring + - Pixie Integration + is_microservice: true + language: English + last_checked: 1779033068.109909 + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'itnext.io: How to tackle Kubernetes observability challenges with Pixie' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://itnext.io/how-to-use-terraform-to-create-a-small-scale-cloud-infrastructure-abf54fabc9dd: + content_hash: 1a6ea9dcffac12c7e290e60ac62c9dae09f26acf0a588026628726d3a930ba01 + description: '' + health_score: 100.0 + last_checked: 1779034131.41323 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to use Terraform to create a small-scale Cloud Infrastructure'' + 🌟' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://itnext.io/how-we-used-terraform-to-create-and-manage-a-ha-aks-kubernetes-cluster-in-azure-812f64896c08: + content_hash: eb00034d330ada04470d947e91629ca6127c525945a693a58fe8e48033295a99 + description: '' + health_score: 100.0 + last_checked: 1779030951.69952 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How We Used Terraform to Create and Manage a HA AKS Kubernetes'' + Cluster in Azure' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +? https://itnext.io/hydrating-a-data-lake-using-log-based-change-data-capture-cdc-with-debezium-apicurio-and-kafka-799671e0012f +: content_hash: e79bcbb8bff5f69dad749afd8ca491aa922a4615fb9e3e2737200fef2d7a4937 + description: '' + health_score: 100.0 + last_checked: 1779033788.628525 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Hydrating a Data Lake using Log-based Change Data Capture (CDC)'' + with Debezium, Apicurio, and Kafka Connect on AWS' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitecture-af4e906593b0: + ai_summary: 'Curator Insight: Practical implementation guide for designing restricted + PSP parameters. Live Grounding: Highly detailed historically, but lacks application + in modern environments where PSS or Kyverno is required.' + complexity: intermediate + content_hash: 9dcbdf517cf87e8f742a356f3f083e64ed9c42111c785529275995a17089c59d + description: '' + health_score: 100.0 + hierarchy: + - Security + - Policy Enforcement + - Runtime Security + is_microservice: false + language: en + last_checked: 1779033784.736499 + resource_type: guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: Implementing a Secure-First Pod Security Policy Architecture' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://itnext.io/in-search-of-converged-usage-analytics-for-multiple-managed-kubernetes-c5108cb7f0e1: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033397.854886 + stars: 0 + title: 'Krossboard: A centralized usage analytics approach for multiple Kubernetes' + v1_locations: + - docs/monitoring.md + year: N/A +https://itnext.io/ingress-for-anthos-multi-cluster-ingress-and-global-service-load-balancing-c56c57b97e82: + content_hash: a9959cde46d0173169c426a60b327b6ebea21323b2cbe913d9daa87cdf0a3d2b + description: '' + health_score: 100.0 + last_checked: 1779032243.026144 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Ingress for Anthos β€” Multi-cluster Ingress and Global Service'' + Load Balancing' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://itnext.io/inspecting-and-understanding-service-network-dfd8c16ff2c5: + content_hash: ea0fc47314371a43c271c004a58b5815704552ee953f04d6b820837f79c7b014 + description: '' + health_score: 100.0 + last_checked: 1779032457.168431 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Inspecting and Understanding k8s Service Network 🌟' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-dbcb79ce9699: + content_hash: 34083206b6d134bbbcf60eeb58a3551266b59867beb5fc71cc57fca54d512953 + description: '' + health_score: 100.0 + last_checked: 1779032181.981289 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Installing Cilium on Kubernetes in a fast and efficient way' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://itnext.io/integrating-compliance-for-kubernetes-pipeline-c538415401c5: + content_hash: 9192d416cc0100c4e470a502a2088239be3a980d092f89996ae17317ed29cef5 + description: '' + health_score: 100.0 + last_checked: 1779032097.625369 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: Integrating Compliance for Kubernetes Pipeline==' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/introduction-to-kubernetes-security-for-security-professionals-a61b424f7a2a: + ai_summary: Bridges the gap between traditional security methodologies and cloud-native + container structures for cybersecurity practitioners. Curator insight maps standard + risk controls to container security contexts, networking policies, and etcd encryption. + Live grounding reveals that security professionals must master APIs and declarative + states to implement automated assurance. + complexity: Beginner + content_hash: dcf93b0e71d0034108aedf643892e0cfa6b13c4735d90eac89210432ee74ec6c + description: '' + health_score: 100.0 + hierarchy: + - Security + - Foundational Concepts + - Cluster Hardening + is_microservice: false + language: en + last_checked: 1779032056.752736 + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==itnext.io: Introduction to Kubernetes Security for Security Professionals==' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://itnext.io/isolating-and-managing-dependencies-in-12-factor-microservice-applications-with-kubernetes-988638f8bc6d: + content_hash: 39f46a3f594db3dd429e05e6d5eaa7fd9f6780e7b12caaeb71587e099ff1fa63 + description: '' + health_score: 100.0 + last_checked: 1779032552.078383 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Isolating and Managing Dependencies in 12-factor Microservice'' + Applications β€” with Kubernetes' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://itnext.io/jenkins-running-workers-in-kubernetes-and-docker-images-build-83299a10f3ca: + content_hash: c8aab039ebff9b1c11b0362b90ba82f8a769a47c071fd503968a119fd1329a0b + description: '' + health_score: 100.0 + last_checked: 1779030966.011196 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Jenkins: running workers in Kubernetes and Docker images build' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://itnext.io/jenkins-tutorial-part-1-pipelines-bd1397cf5509: + content_hash: 8568fe7397033ab52297e48e2def872a8ef57a7baa06d875d5c9a4fd41cd1549 + description: '' + health_score: 100.0 + last_checked: 1779034288.426854 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Jenkins Tutorial β€” Part 1 β€” Pipelines 🌟' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://itnext.io/jenkins-tutorial-part-2-pipeline-variables-5e4783aa2c07: + content_hash: 80841a9884a9344b3b547f037e18ec962016514175b90613fbd793fbc301292f + description: '' + health_score: 100.0 + last_checked: 1779031037.151062 + stars: 0 + title: 'itnext.io: Jenkins Tutorial β€” Part 2 β€” Pipeline Variables 🌟' + v1_locations: + - docs/jenkins.md + year: N/A +https://itnext.io/jenkins-tutorial-part-3-parameterized-pipeline-3898643ac6ad: + content_hash: 08d54fff4f70e680f0338832319ab876fcc8a4fb7128718fcb68b17b32877ec0 + description: '' + health_score: 100.0 + last_checked: 1779029291.481058 + stars: 0 + title: 'itnext.io: Jenkins Tutorial β€” Part 3 β€” Parameterized Pipeline 🌟' + v1_locations: + - docs/jenkins.md + year: N/A +https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c: + content_hash: 0b7888ed1895b6b558e936cf41c78663e5e3eb5e613f73c41ef9557dab5e5a58 + description: '' + health_score: 100.0 + last_checked: 1779029325.382171 + stars: 0 + title: 'itnext.io: Jenkins Tutorial β€” Part 7 β€” Interactive Pipelines' + v1_locations: + - docs/jenkins.md + year: N/A +https://itnext.io/jenkins-tutorial-part-7-interactive-pipelines-a739b23ac41c?gi=563a447caa2b: + content_hash: 0b7888ed1895b6b558e936cf41c78663e5e3eb5e613f73c41ef9557dab5e5a58 + description: '' + health_score: 100.0 + last_checked: 1779032922.508749 + stars: 0 + title: 'itnext.io: Jenkins Tutorial β€” Part 7 β€” Interactive Pipelines 🌟' + v1_locations: + - docs/jenkins.md + year: N/A +https://itnext.io/jenkins-x-managing-jenkins-926f0e0f8bcf: + content_hash: ba94c3c550fab03f31a1df9658bea9577084e21ab82cc050209298f0eb7b69c8 + description: '' + health_score: 100.0 + last_checked: 1779032642.370328 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Jenkins X β€” Managing Jenkins' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-6abd625c60fe: + ai_summary: Follows a microservice application from development to full-scale production + deployment on Kubernetes, focusing on ingress, security, and scaling. Curator + insight breaks down architectural steps, including secure service routing and + config separation. Live grounding verifies that understanding the holistic life + cycle helps teams avoid standard reliability bottlenecks and secure their continuous + delivery setups. + complexity: Intermediate + content_hash: 997b0256113f4f13f3484cf8a2fdf2db8d319844faa9c75066e7574c7a2ddb70 + description: '' + health_score: 100.0 + hierarchy: + - Microservices + - Application Lifecycle + - Kubernetes Deployment + is_microservice: true + language: en + last_checked: 1779030682.932404 + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==itnext.io: Journey Of A Microservice Application In The Kubernetes World=='' + 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-bdfe795532ef: + content_hash: ce91403ea9677fa852c9db447b6880d7a38e363c6bf2587f946e264f59ef175e + description: '' + health_score: 100.0 + last_checked: 1779032661.808593 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Journey Of A Microservice Application In The Kubernetes World' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployment-4252ea7c13f6: + ai_summary: Provides concrete technical implementation strategies to prevent abrupt + termination of active queue worker Pods during rolling Kubernetes updates. It + details the effective utilization of `preStop` hooks and graceful shutdown signals + within Pod specifications. It ensures zero-loss processing of long-running asynchronous + messages. + complexity: Advanced + content_hash: e39fb83cec6c7e6f3abfbd516d15c8b994275018eb78c5f74c3517d7bd962a48 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Architecture + - Orchestration + - Kubernetes Pod Lifecycle + is_microservice: true + language: English + last_checked: 1779033212.988586 + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: K8s prevent queue worker Pod from being killed during deployment + v1_locations: + - docs/kubernetes.md + - docs/message-queue.md + v2_locations: + - message-queue.md + - kubernetes.md + year: N/A +https://itnext.io/k8s-raise-statefulset-volume-size-with-low-impact-33fe1e2576f6: + content_hash: bca082bb981cbe5923ae8f89055df779ef263ff995c81908859ca68c71ef3d7c + description: '' + health_score: 100.0 + last_checked: 1779034450.206003 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: K8s raise StatefulSet volume size with low impact' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://itnext.io/k8s-tips-accessing-the-api-server-from-a-pod-f6f72bc847de: + content_hash: 9ae04ee750e16c40ae98f0e1ffd2f7b2dd5a0cd690eb6e8da8488a73ddd1b30e + description: '' + health_score: 100.0 + last_checked: 1779031302.253486 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: K8s Tips: Accessing the API Server From a Pod' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/k8s-vertical-pod-autoscaling-fd9e602cbf81: + content_hash: 7441ca26e08eb7c1dd669670a721524be5399ef7127f1545dc2174f02b540b9f + description: '' + health_score: 100.0 + last_checked: 1779032547.442028 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: K8s Vertical Pod Autoscaling 🌟' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md + year: N/A +https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65: + ai_summary: In-depth guide configuring a fully offline AI diagnostics engine inside + protected networks. Combines K8sGPT analytical tooling with LocalAI offline LLMs + to safeguard internal data streams. + complexity: Advanced + content_hash: 2559d58dfacaca021df6f589847ee809c17122e7292f7ff3fb1519c67c4eaf8d + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Kubernetes Operations + - AIOps Diagnostics + is_microservice: true + language: English + last_checked: 1779031466.546044 + resource_type: Architectural Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!' + v1_locations: + - docs/chatgpt.md + v2_locations: + - chatgpt.md + year: N/A +https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-autoscaler-d56e3ab06aae: + content_hash: a80f05573ed7b5c6e8abd1b2bc386a3f7724d1d3ed68b55a0bb4d77ce2d54aa7 + description: '' + health_score: 100.0 + last_checked: 1779029714.695971 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Karpenter: Open-Source, High-Performance Kubernetes Cluster Autoscaler' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://itnext.io/keep-it-simple-k8s-c0c68c46eabb: + content_hash: f53ad4801cbd2a2a9ab984f2d288a8b11f32cc275e81becb050f96fb59fcf436 + description: '' + health_score: 100.0 + last_checked: 1779032785.57549 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Keep it simple K8s. Kubernetes GitOps using Jabos' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c: + content_hash: 1e4e4246ed7fc9ee18e7d655d25025a116f25f5550fee6330edc5c881a9c2f02 + description: '' + health_score: 100.0 + last_checked: 1779030975.588371 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: **arkade** by example β€” Kubernetes apps, the easy way 🌟' + v1_locations: + - docs/kubernetes-tools.md + - docs/serverless.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://itnext.io/kubernetes-cluster-autoscaler-more-than-scaling-out-7b2d97f10b27: + content_hash: 15ce0fb9748018425412eefa7c25316b573f54ce09d69b37880cfda7d148e375 + description: '' + health_score: 100.0 + last_checked: 1779032613.16914 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Cluster Autoscaler: More than scaling out' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md + year: N/A +https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7: + content_hash: e7510fd20eab2b0d530a3e169cac3ad0742920e9ce7ad6b3ab00e0eaef12f966 + description: '' + health_score: 100.0 + last_checked: 1779031410.869623 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Contexts: Complete Guide for Developers' + v1_locations: + - docs/kubectl-commands.md + v2_locations: + - kubectl-commands.md + year: N/A +https://itnext.io/kubernetes-draining-nodes-properly-79e18dca4d5e: + content_hash: bf38e8039ca30098018de13c91df95650dddbefcba634c5fc2677971d196a509 + description: '' + health_score: 100.0 + last_checked: 1779033100.773974 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Draining Nodes Properly' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/kubernetes-essential-tools-2021-def12e84c572: + content_hash: d73a9d2658e7bf80cb848a6d9e589571652ec100756bec5a5ad002eae9b2c973 + description: '' + health_score: 100.0 + last_checked: 1779032289.76741 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Essential Tools: 2021' + v1_locations: + - docs/kubernetes-tools.md + - docs/kubernetes.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://itnext.io/kubernetes-extensibility-c5fed27f0952: + content_hash: 1fe41ada3173df3ca27c74c7aee85d4c48dfe77927686c7e1e6f50fd56750c24 + description: '' + health_score: 100.0 + last_checked: 1779033068.114532 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Introduction to Kubernetes extensibility' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/kubernetes-for-dummies-life-of-a-pod-fc8158e27aa: + content_hash: 35dd76d2c64dfebc57a1b4925ee22a8d52a13a1c20225f025c7b5baa6ab02df8 + description: '' + health_score: 100.0 + last_checked: 1779030119.221782 + stars: 0 + title: 'itnext.io: Kubernetes for dummies: Life of a Pod. Part 3' + v1_locations: + - docs/kubernetes.md + year: N/A +https://itnext.io/kubernetes-gitops-tools-cf0247eb5368: + content_hash: fc41506c17b05b96928b4b33d70c79e588dd56342ecef4cd5607eabb967c2014 + description: '' + health_score: 100.0 + last_checked: 1779034516.748113 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes GitOps Tools' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://itnext.io/kubernetes-in-a-box-7a146ba9f681: + ai_summary: Technical walkthrough focused on running local lightweight clusters. + Guides microservice developers from standard Docker Compose setups into miniature + single-node Kubernetes clusters. + complexity: Intermediate + content_hash: 6a2636d328330a3effe6476e0bb4e9a6f4e25265b574a627a82f6f24335908db + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Development + - Local Development Environments + - Lightweight Clusters + is_microservice: false + language: English + last_checked: 1779031499.378053 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes in a box' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779b647deb5: + ai_summary: Integration guide detailing ingress design utilizing Azure Application + Gateway (AGIC) with AKS. Explains L7 load balancing, SSL termination, and Azure + Web Application Firewall (WAF) integration. Provides highly secure, managed access + profiles. + complexity: Intermediate + content_hash: 7c401573ddc50072ec34476da91a6934189e171d592795a3eac4f65bb6ef9fa7 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Networking + is_microservice: false + language: English + last_checked: 1779033575.305664 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Ingress on Azure using the Application Gateway' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://itnext.io/kubernetes-installation-methods-the-complete-guide-1036c860a2b3: + content_hash: 7d508832950ea4d4f11bb54d9ae925c49e3e07e621b15143ec2eee28a6b9cb67 + description: '' + health_score: 100.0 + last_checked: 1779032097.627666 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Installation Methods The Complete Guide' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/kubernetes-is-hard-190f1d0c6d36: + content_hash: 694433e52e85cff0d99cc115d235bce3604790363a700036e175ba499b6198e7 + description: '' + health_score: 100.0 + last_checked: 1779032376.184077 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes is Hard! 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setup-the-masters-using-kubeadm-9a496a14fbc1: + ai_summary: An in-depth guide on deploying an on-premises multi-master Kubernetes + control plane using kubeadm and HAProxy for load balancing. Walks through the + bootstrap token mechanism and control-plane join procedures. Excellent theoretical + coverage of manual multi-master networking. + complexity: Advanced + content_hash: b02824c6bcc8fdc4a6e0ce31ab18e0d6ffa59dda1d53baed4b33f2ca5a5d111a + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Cluster Provisioning + - Kubeadm Guides + is_microservice: false + language: English + last_checked: 1779030538.46438 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Journey β€” Up and running out of the cloud β€” How to'' + setup the Masters using kubeadm bootstrap' + v1_locations: + - docs/demos.md + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + - demos.md + year: N/A +https://itnext.io/kubernetes-kustomize-cheat-sheet-8e2d31b74d8f: + content_hash: 2facb30fb173096c15270e715e3835005d9d86d2d55f791ee60d61c2fb911785 + description: '' + health_score: 100.0 + last_checked: 1779029123.684293 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Kustomize Cheat Sheet' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://itnext.io/kubernetes-load-testing-and-high-load-tuning-problems-and-solutions-244d869a9791: + content_hash: bec2e6056c08db41a90fdf3905acd80f0042978e82c07c6f921fc9a15ef4074a + description: '' + health_score: 100.0 + last_checked: 1779030927.860319 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes: load-testing and high-load tuning β€” problems and'' + solutions' + v1_locations: + - docs/kubernetes-autoscaling.md + - docs/testops.md + v2_locations: + - testops.md + - kubernetes-autoscaling.md + year: N/A +https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f: + ai_summary: Examines alternative sandbox options for Kubernetes development. Details + virtual machine hypervisors and local clustering tools to provide engineers with + flexible ways to test complex workloads without cloud costs. + complexity: intermediate + content_hash: 1d44cd024d9d6a922e16d7b24ae0971daad321794052f2cc39c5b513806b771d + description: '' + health_score: 100.0 + hierarchy: + - Development Tools + - Local Kubernetes Environments + - Comparison + is_microservice: false + language: en + last_checked: 1779030367.098196 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: Kubernetes local playground alternatives' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a: + ai_summary: Discusses architectural patterns for scale-resilient Kubernetes logging. + Compares node-agent logging (DaemonSet) with sidecar injectors, outlining CPU/memory + overhead trade-offs for high-volume enterprise traffic. + complexity: Advanced + content_hash: 3f77d1e6963d132b3f6fa1f5c05229e3869e1872f1ebcd0d1d514ecf19f9fed7 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Logging + - Production Architecture + is_microservice: false + language: English + last_checked: 1779032360.995953 + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'itnext.io: Kubernetes Logging in Production' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-discovery-and-its-roles-ce63752e5a1: + ai_summary: Deconstructs Prometheus service discovery mechanics inside Kubernetes, + highlighting the difference between Pod, Service, and Endpoint discovery roles. + Demonstrates how exporters expose node and application-level metrics for scrape + targets. + complexity: Intermediate + content_hash: 3eb4796db0ace03ee46f32800f03d26690a91db33ff1e3e646ffb89ed8495705 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Metrics + - Prometheus + is_microservice: false + language: English + last_checked: 1779032869.154653 + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes: monitoring with Prometheus β€” exporters, a Service'' + Discovery, and its roles' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://itnext.io/kubernetes-network-deep-dive-7492341e0ab5: + content_hash: 1352c58fa61ea9fc6956a01110ec03b53c95c8d2120c5bbf3f0b25ad1071017d + description: '' + health_score: 100.0 + last_checked: 1779031473.604569 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes networking deep dive: Did you make the right choice?' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://itnext.io/kubernetes-operator-to-manage-jobs-7ee96744c74a: + content_hash: 9f81323756d2b762f3ed19406b37dbc6fc4903981bbbe6854f09e0abb0754d55 + description: '' + health_score: 100.0 + last_checked: 1779029322.631627 + stars: 0 + title: 'itnext.io: Simplify Advanced Workflows in Kubernetes with Jobs Manager Operator' + v1_locations: + - docs/kubernetes-operators-controllers.md + year: N/A +https://itnext.io/kubernetes-operators-cruise-control-for-managing-cloud-native-apps-db328ef8e345: + content_hash: 5a30a3a876e1ae07acf7782d0fc85cbb23c959a886ee03b1f228de050b9034dc + description: '' + health_score: 100.0 + last_checked: 1779031649.422559 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Operators: Cruise Control for Managing Cloud-Native'' + Apps' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md + year: N/A +https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc53438e22: + ai_summary: Discusses integrating centralized admission control policies (like OPA/Gatekeeper + or Kyverno) to mitigate OWASP Kubernetes Top 10 vulnerabilities. Explains how + structural constraints on manifests prevent downstream security bypasses. + complexity: Advanced + content_hash: f96288dc0cebb694b89e365588f7b4caffb216415b05551a23a8e1d5d7df5eda + description: '' + health_score: 100.0 + hierarchy: + - Security + - Policy Enforcement + - Admission Control + is_microservice: false + language: English + last_checked: 1779034094.362263 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes OWASP Top 10: Centralised Policy Enforcement' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47: + ai_summary: Deals with risks concerning exposed credentials and hardcoded parameters + within Kubernetes workflows. Walks through mitigation setups in compliance with + OWASP guidelines to prevent secrets leakage. + complexity: Intermediate + content_hash: 825db8da036365b742cefc05f98a5c303f068a53a61bba34f81a9f1812a6f56b + description: '' + health_score: 100.0 + hierarchy: + - Security + - Secrets Management + - Compliance Auditing + is_microservice: false + language: English + last_checked: 1779031618.127494 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes OWASP Top 10: Secrets Management' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://itnext.io/kubernetes-persistentvolume-and-persistentvolumeclaim-an-overview-with-examples-3c5688222f99: + content_hash: 7fbebbd95a13ccb8565550bf781cf1c271c0ae73b5b869d7b28f46059d3750cf + description: '' + health_score: 100.0 + last_checked: 1779031671.223091 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes: PersistentVolume and PersistentVolumeClaim β€” an overview'' + with examples' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://itnext.io/kubernetes-probes-startup-liveness-readiness-a9fc9ccff4b2: + content_hash: 4a3675937a24a5567394c39db57b5b0e12cff7ca73bdf9734e28a4d4bd040f19 + description: '' + health_score: 100.0 + last_checked: 1779031865.27509 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes Probes: Startup, Liveness, Readiness' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/kubernetes-rancher-cluster-manager-2-6-on-your-macos-laptop-with-k3d-k3s-in-5-min-8acdb94f3376: + content_hash: e51751cc79d45d11f70df834458e1510f434d8ce8ec5716d3d7d4eaed5cf0001 + description: '' + health_score: 100.0 + last_checked: 1779034579.843878 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Kubernetes + Rancher Cluster Manager 2.6 on your macOS laptop'' + with k3d/k3s in 5 min' + v1_locations: + - docs/rancher.md + v2_locations: + - 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Live Grounding emphasizes using YAML anchors, + Kustomize overlays, and schema linting to scale Kubernetes operations safely. + An exceptionally practical, production-honed reference guide. + complexity: Intermediate + content_hash: 11974e12557dee3fbc259e31d3d8f8ac82b7a3d543e6c830d5e9b8897f9f03d1 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - GitOps and Configuration + - Kubernetes Manifests + is_microservice: false + language: English + last_checked: 1779033773.006617 + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-platform-bf078b9f3330: + ai_summary: Outlines the modular and pluggable microservice-oriented design of KubeSphere's + platform control plane. 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Focuses on preventing unintended database mutations + and application downtime during standard chart updates. + complexity: Advanced + content_hash: c4daef82e5d4ccdd4730087791c994565b9123727ab9afeaa94b290019d4abbe + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Secrets Management + - Helm + is_microservice: false + language: en + last_checked: 1779034172.80284 + resource_type: blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==itnext.io: Manage Auto-generated Secrets In Your Helm Charts== 🌟' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889: + ai_summary: Curator Insight describes how to manage AWS ElastiCache for Redis directly + from Kubernetes. Live Grounding highlights using AWS Controllers for Kubernetes + (ACK) or Crossplane to define managed Redis instances as custom resources (CRDs). + This unifies stateful cloud infrastructure management within standard GitOps workflows. + complexity: Advanced + content_hash: f3e66427cea7fa55436ea00b0d6ee0c98e8d8a3da18faa2066450689aba5ec5e + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native + - Kubernetes Operators + - Managed Databases + is_microservice: true + language: English + last_checked: 1779031096.648339 + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Manage Redis on AWS from Kubernetes' + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30: + content_hash: e05b9d487d573b07ba745a78593a6e5c3bb2b1f9da83d78aa14ea725cb28ccf0 + description: '' + health_score: 100.0 + last_checked: 1779030534.129242 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Managing Kubernetes Secrets Securely with GitOps (SOPS + AWS'' + KMS + Flux)' + v1_locations: + - docs/flux.md + - docs/gitops.md + v2_locations: + - gitops.md + - flux.md + year: N/A +https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac: + ai_summary: An architectural analysis of strategies for managing multi-cluster Kubernetes + deployments using Git as the single source of truth (GitOps). It breaks down repository + structures, permission segmentation, and environment synchronization patterns + required to coordinate global clusters safely. In 2026, multi-cluster federation + and declarative management are standard requirements for enterprise high availability, + making this a highly valuable blueprint. + complexity: Advanced + content_hash: 14419f7dea0d3c8e3980bd9234b75075fd1a497d29db47bd6d28a8800b1556c8 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Platform Engineering + - GitOps Control Planes + is_microservice: false + language: English + last_checked: 1779031398.928602 + resource_type: blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'itnext.io: Managing multiple Kubernetes clusters using Git 🌟' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d25: + content_hash: 83da5b111af9b14ddf2b64ed97386626cad74d4fe4faae6ffe1711ad319c6c0d + description: '' + health_score: 100.0 + last_checked: 1779029613.082536 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Measuring Patching Cadence on Kubernetes with GitOps' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/memory-requests-and-limits-in-kubernetes-1c9cd573b3ab: + content_hash: 389d2c46631f55c8dc37454515406bd36a95764de1ded2eea48b2719775024c5 + description: '' + health_score: 100.0 + last_checked: 1779029251.767219 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: Memory Request + Limit in Kubernetes | Daniele Polencic== 🌟🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda: + ai_summary: 'Curator Insight: Technical breakdown of migrating Apache Spark analytics + engines from AWS EMR to Kubernetes clusters. + + Live Grounding: Deep-dives into memory allocation, dynamic resource allocation, + storage mounting, and cost optimizations compared to traditional VM-based EMR + setups.' + complexity: Advanced + content_hash: b1c68266641f2524835479fa016b59138c713bcce1680193443f0d192acbd842 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native AI + - Big Data Orchestration + - Spark on Kubernetes + is_microservice: false + language: English + last_checked: 1779031215.730209 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Migrating Apache Spark workloads from AWS EMR to Kubernetes' + v1_locations: + - docs/kubernetes-bigdata.md + v2_locations: + - kubernetes-bigdata.md + year: N/A +https://itnext.io/monitoring-certificates-expiration-in-kubernetes-with-x-509-exporter-8030b69f611d: + ai_summary: Explores configuring the Prometheus X.509 Certificate Exporter to continuously + scan Kubernetes secret spaces. Prevents outages by alerting on expiring internal + and ingress SSL/TLS certificates. + complexity: Intermediate + content_hash: f89927ed9c5c7c69c565e44e2e7d2464eedf22e1f77af4355d5b3c70175ec066 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Certificates + - Monitoring + is_microservice: false + language: English + last_checked: 1779029487.234347 + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Monitoring Certificates Expiration in Kubernetes with X.509 Exporter' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60: + ai_summary: Addresses the specific challenge of monitoring ephemeral Kubernetes + CronJobs and Jobs. Focuses on setting up Alertmanager rules that isolate transient + run errors from long-running service alerts. + complexity: Intermediate + content_hash: 97a6aa6d4b7f728c6a4784de263de930020a5d83035bdcfb7de8684e861720cb + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Monitoring Practices + - Job Telemetry + is_microservice: true + language: English + last_checked: 1779030779.06938 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Monitoring Kubernetes Jobs' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://itnext.io/monitoring-kubernetes-workloads-with-prometheus-and-thanos-4ddb394b32c: + content_hash: 65add3a595d12cf510390e1a370072abd182110655cfb5dce8ce20c70fc6975e + description: '' + health_score: 100.0 + last_checked: 1779033503.691787 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Monitoring Kubernetes workloads with Prometheus and Thanos' + v1_locations: + - docs/grafana.md + v2_locations: + - grafana.md + year: N/A +https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana-e6d8720c4a02: + content_hash: 4894887bf5052fa34389d6a97795965b11bfcbe216b2cdacecdedcd4dc3f25e6 + description: '' + health_score: 100.0 + last_checked: 1779032287.644764 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Monitoring Spark Streaming on K8s with Prometheus and Grafana' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +? https://itnext.io/multi-cloud-and-multi-cluster-declarative-kubernetes-cluster-creation-and-management-with-cluster-6df8efdc2a89 +: ai_summary: An architectural guide walking through the declarative provisioning + of multi-cloud cluster setups using Cluster API (CAPI). Explores bootstrap providers, + control-plane management, and target cluster life cycle configurations across + AWS and Azure environments. + complexity: Advanced + content_hash: f72c436cb42828e6ff9fa9e4220ab2eb5b5567af3d4746e2f46f9a746183db92 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Cluster API + - Multi-Cloud + is_microservice: false + language: English + last_checked: 1779030352.816292 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Multi-Cloud and Multi-Cluster Declarative Kubernetes Cluster'' + Creation and Management with Cluster API (CAPI β€” v1alpha3)' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://itnext.io/multi-cluster-kubernetes-networking-with-netmaker-bfa4e22eb2fb: + content_hash: 1f5e29d2c95f4b801bbd8f6980a17f9408aad5f5d8226d6c427f6fed224b9939 + description: '' + health_score: 100.0 + last_checked: 1779031478.121681 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Multi-Cluster Kubernetes Networking with Netmaker' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://itnext.io/multi-tenancy-in-kubernetes-332ff88d55d8: + content_hash: c584cc4dfe35371d12a08a89c1c7fb19aaa43f341cd9c03329dd99c8c82865d8 + description: '' + health_score: 100.0 + last_checked: 1779033488.768396 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: Multi-Tenancy in Kubernetes | Daniele Polencic== 🌟🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/my-journey-to-hashicorp-certified-terraform-associate-f91f397a01e0: + content_hash: 63da9cdeb55a9f4f513c75fa43822b6d77107a984ae859751a356b53e04d7d12 + description: '' + health_score: 100.0 + last_checked: 1779031086.660205 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: My Journey to HashiCorp Certified: Terraform Associate' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://itnext.io/necessary-culture-change-with-gitops-2c63f4fe9604: + content_hash: 3bf936330abe0e14fe32406e3ab08bed33ecb7a98027153c6c4bcad4e7978428 + description: '' + health_score: 100.0 + last_checked: 1779031776.402763 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Necessary Culture Change with GitOps' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d: + ai_summary: Detailed technical framework for deploying completely network-isolated + AKS clusters. Walks through outbound proxy paths, Azure Firewall integrations, + and user-defined routing (UDR) controls. Essential reading for secure bank or + government cloud architectures. + complexity: Advanced + content_hash: 66694b34be6bc84e5f3a9272573be6ff056c6ae9fc6f6d06afd633863c058fc3 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Networking + is_microservice: false + language: English + last_checked: 1779032620.471584 + resource_type: blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'itnext.io: Network Isolated AKS β€” Part 1: Controlling network traffic' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://itnext.io/observability-at-scale-52d0d9a5fb9b: + content_hash: f9a27c76e652629eb5fb5d5e3e0f8c22e2915912ca9943f1c3dc1891dd892737 + description: '' + health_score: 100.0 + last_checked: 1779032097.620908 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Observability at Scale' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio-77ba90dd8cc0: + ai_summary: A deep dive tutorial explaining telemetry configuration for gRPC-based + microservices on Amazon EKS running Istio. Offers practical configurations for + capturing service-to-service call latency, tracing headers, and standard Envoy + metrics at the pod boundary. + complexity: Advanced + content_hash: 26d2171d72f419391bcc57a1615d5cb626a8ec7a075fc2d58283ba3b95beb4a6 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Service Mesh + - Istio + - gRPC Monitoring + is_microservice: true + language: English + last_checked: 1779030418.402454 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Observing gRPC-based Microservices on Amazon EKS running Istio' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://itnext.io/opentelemetry-understanding-sli-and-slo-with-opentelemetry-demo-74c1d0b263b0: + content_hash: 9566b0171a68b0f4cd7197f4143b90fe1b3aff6349731f2b9765cfd5c292dc3f + description: '' + health_score: 100.0 + last_checked: 1779033129.700507 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: OpenTelemetry β€” Understanding SLI and SLO with OpenTelemetry'' + Demo' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-fa9d442b7951: + ai_summary: Outlines methods and tools used to inspect existing, live-running, or + static Kubernetes resource manifests for structural defects. Curator insight showcases + policy enforcement tools such as Checkov and Kube-score. Live grounding demonstrates + that shift-left auditing of manifests in CI guarantees that only vetted resources + enter production. + complexity: Intermediate + content_hash: d8dbeb114a94e8a637955734f6271cd6448812a5dc511bd4015a9ebfa8bcf2c6 + description: '' + health_score: 100.0 + hierarchy: + - Security + - DevSecOps + - Static Code Analysis + is_microservice: false + language: en + last_checked: 1779030422.395732 + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==itnext.io: Performing Security Checks for Deployed Kubernetes Manifests==' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://itnext.io/platform-as-code-how-it-compares-with-infrastructure-as-code-and-what-it-enables-2684b348be2e: + content_hash: 1aa303d37e99b4aed218d31f84f29285e46b74c71ccb1f2815f37d9abdca91d5 + description: '' + health_score: 100.0 + last_checked: 1779032244.776829 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Platform-as-Code: how it relates to Infrastructure-as-Code and'' + what it enables' + v1_locations: + - docs/iac.md + - docs/introduction.md + v2_locations: + - iac.md + year: N/A +https://itnext.io/pod-rebalancing-and-allocations-in-kubernetes-df3dbfb1e2f9: + content_hash: 4b649210189160c82535530ebd69fdb5074f17d15418a0af46dc0b04baa71a26 + description: '' + health_score: 100.0 + last_checked: 1779031392.9904 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: POD rebalancing and allocations in kubernetes | Daniele Polencic=='' + 🌟🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://itnext.io/principles-patterns-and-practices-for-effective-infrastructure-as-code-e5f7bbe13df1: + content_hash: f9fed7c7d94e4eb3eb4dff51718975485155a0478e3af7af22feaa456fc24c39 + description: '' + health_score: 100.0 + last_checked: 1779032483.542976 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Principles, Patterns, and Practices for Effective Infrastructure'' + as Code' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://itnext.io/processes-for-12-factor-microservice-applications-70551a9021b: + content_hash: f7175c5aba46eb6f5c56328504357e66d01dbf5ad262af03a2d660d77eaa8f6b + description: '' + health_score: 100.0 + last_checked: 1779029466.359043 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Processes β€” for 12-factor Microservice Applications' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa: + content_hash: 39ac874e4e06bf15e0b4e450b9955c193a4171716007052417084257f584febb + description: '' + health_score: 100.0 + last_checked: 1779032900.03635 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://itnext.io/prometheus-yet-another-cloudwatch-exporter-collecting-aws-cloudwatch-metrics-806bd34818a8: + content_hash: 55bb48bc4af2784e0d6b30ed74d669e07db77aeebc4f25952bf2d4273ab4429a + description: '' + health_score: 100.0 + last_checked: 1779032455.109334 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io - Prometheus: yet-another-cloudwatch-exporter β€” collecting AWS'' + CloudWatch metrics' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2209b: + ai_summary: Practical deployment overview for securing Kubernetes worker nodes using + KubeArmor policies. Addresses specific configuration blueprints for system file + path lockdown, network socket execution limits, and process-level isolation rules. + complexity: Advanced + content_hash: af68861aaf30fa241e58389a55d5b15010ff6bb64beb57a2786d1e1b98e9ebae + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Infrastructure Hardening + - Runtime Threat Detection + is_microservice: false + language: en + last_checked: 1779030503.343892 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Protecting Your Kubernetes Environment With KubeArmor' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62: + ai_summary: Curator Insight explores using Python to programmatically generate and + mutate Kubernetes manifest YAML files. Live Grounding verifies the patterns rely + on Kubernetes client libraries, template engines like Jinja2, and custom parsing + scripts. Facilitates the creation of high-level dynamic configuration controllers. + complexity: Advanced + content_hash: 18fcee665fd9994a7234cfcf12ed8dbb5b6f47ae7013b299f5ef157d0dddb510 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Python Development + - Kubernetes Tooling + is_microservice: true + language: English + last_checked: 1779033157.999615 + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'itnext.io: Python, YAML, and Kubernetes β€” The Art of Mastering Configuration' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7: + ai_summary: Technical guide showing how to reference values dynamically within the + same `values.yaml` file, minimizing data duplication across multi-environment + Helm releases. + complexity: Advanced + content_hash: 4d9660f9aa8994e9bc00f4c11c4b739164041126e192eb8091d27cdd6a190035 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery and GitOps + - Package Management + - Advanced Helm Patterns + is_microservice: false + language: English + last_checked: 1779031981.635602 + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: '==itnext.io: Reference Other Values in Helm Chart Values File==' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19: + content_hash: 2df2a5716ac3282f15d8bb2b0451eb71dea20f1176c341cf3ef97a7976c76820 + description: '' + health_score: 100.0 + last_checked: 1779030442.910368 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Replace Docker Desktop with lima' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://itnext.io/resizing-statefulset-persistent-volumes-with-zero-downtime-916ebc65b1d4: + content_hash: 6cde50dc22e7ee13612a9fac7962e340a0aadcecde80ebe1d611c0f2d7e7bed6 + description: '' + health_score: 100.0 + last_checked: 1779032380.62386 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Resizing StatefulSet Persistent Volumes with zero downtime 🌟' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2: + ai_summary: A comparative overview of options for running Kubernetes locally. Contrasts + Docker Desktop, Minikube, and lightweight K3s setups, outlining performance and + developer productivity characteristics. + complexity: beginner + content_hash: 6a246d1d15f6eb4fe2dae266c2e28658ee8413dffc441ba011f970211e4f8401 + description: '' + health_score: 100.0 + hierarchy: + - Development Tools + - Local Kubernetes Environments + - Comparison + is_microservice: false + language: en + last_checked: 1779031466.548153 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: Run Kubernetes On Your Machine' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://itnext.io/running-k3s-workload-in-a-restricted-environment-c2f593d19005: + content_hash: 6d00c78da3372c71e78b7a079cc43a57f4fb9c7d062f574dc99e0e3353101ca4 + description: '' + health_score: 100.0 + last_checked: 1779031787.800415 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Running K3S workload in a restricted environment' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc6808a7b462: + ai_summary: A practical operational guide highlighting strategies for reliable execution + of workloads on AWS Spot Instances within EKS. It showcases how to leverage Karpenter + or AWS Node Termination Handler alongside pod disruption budgets (PDBs) to handle + instance interruptions gracefully. Reduces platform overhead by up to 70% while + preserving uptime. + complexity: Intermediate + content_hash: ea1f626adfedf899ee27d6ba443475d63090c20fb98fc0c4c45a8fdd972e05a2 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Autoscaling + is_microservice: false + language: English + last_checked: 1779029556.450279 + resource_type: guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: Running resilient workloads in EKS using Spot instances' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76: + ai_summary: In-depth guide addressing microservices application boundaries inside + AKS. Focuses on secure pod credentials, identity translation, and network segmentation + to limit horizontal attack paths. Vital resource for cluster security design. + complexity: Advanced + content_hash: e59c68c602eecb34ea3e2115f6dd4d0b01fd3cda785e2335701377d3806d6e7d + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Security + is_microservice: true + language: English + last_checked: 1779029509.365869 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Running Your Microservices Securely on AKS' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://itnext.io/scaling-my-app-serverless-vs-kubernetes-cdb8adf446e1: + content_hash: f4ba59034944954ca560ce1856ebbe31e6456397857b1ba29bcfae6a2352e79c + description: '' + health_score: 100.0 + last_checked: 1779032874.337374 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Scaling My App: Serverless vs Kubernetes 🌟' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md + year: N/A +https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a52c8cf5cb: + ai_summary: A technical proof-of-concept for dynamic runtime injection utilizing + external Vault endpoints. Bypasses Kubernetes native secrets store entirely to + reduce security exposures. + complexity: Advanced + content_hash: f372c9248a2fa64fe1d5de555a68fbc643623e3dd3fcc77d1b9997851e14cf38 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Secrets Management + - Injection + is_microservice: true + language: English + last_checked: 1779030407.120939 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Secrets injection at runtime from external Vault into Kubernetes'' + β€” POC' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://itnext.io/secure-azure-cosmos-db-access-by-using-azure-managed-identities-55f9fdf48fda: + content_hash: 303791007cf1358e675681f5ce4ff02b2adf62fc2e6e2a2ea59a682fe93414ac + description: '' + health_score: 100.0 + last_checked: 1779030614.754393 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Secure Azure Cosmos DB access by using Azure Managed Identities' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-with-sasl-scram-48c340e1ffe9: + ai_summary: 'Curator Insight: Hardening guide detailing connection security between + AWS EKS-based consumers and Kafka clusters. Live Grounding: Demonstrates configuring + Kafka users with SASL/SCRAM credentials, managing secrets within Kubernetes natively, + and establishing encrypted TLS connectivity over VPC boundaries.' + complexity: Intermediate + content_hash: 643f2a546b8c209c3e61e50f12471cf8681a58be0f4b6632abe83229ff2f0a4a + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Security + - Amazon EKS + is_microservice: true + language: English + last_checked: 1779032556.121061 + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: Securely Decoupling Kubernetes-based Applications on Amazon EKS'' + using Kafka with SASL/SCRAM' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-and-encrypted-container-images-ff6e98b65bcd: + ai_summary: A deep operational guide outlining how to design securely signed and + encrypted workloads within multi-tenant Kubernetes systems. The post explores + combining cryptographic signatures with container image encryption to block unauthorized + inspection of intellectual property. + complexity: Advanced + content_hash: 77b3212a2fdd2ea939a2e1d8f13ddca4b0f2b31e88b76dfbd11b2d56d43f7a53 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Kubernetes Security + - Workload Protection + is_microservice: false + language: en + last_checked: 1779029291.478551 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Securing Kubernetes Workloads: A Practical Approach to Signed'' + and Encrypted Container Images' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb: + ai_summary: 'Curator Insight: Practical post on establishing low-latency, secure + client connections to Kafka brokers inside a Kubernetes network boundary. Live + Grounding: Reviews internal DNS routing, ingress endpoints, and SASL authentication + configs to safely bridge containerized publishers and consumer workloads.' + complexity: Intermediate + content_hash: 17c449c9932d650658ba3bd26aa977ac9a3533d6d82a9e2718e5065e141972d8 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Kafka on Kubernetes + - Application Integration + is_microservice: true + language: English + last_checked: 1779033500.787106 + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'itnext.io: Sending Messages to Kafka in Kubernetes' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://itnext.io/service-mesh-testing-tools-frameworks-open-source-7904ee222298: + content_hash: 91aef5886debe37875447eff092f9590ecfa55cc4efc43abd24cc988ee112b68 + description: '' + health_score: 100.0 + last_checked: 1779031031.564944 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Service Mesh Testing β€” Tools & Frameworks (Open Source)' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://itnext.io/setup-a-private-git-repository-in-kubernetes-with-gitea-64f5ea1e5070: + content_hash: 87df389ae8f398a1b40d151260ff229d173509b5966e0ee32019fa1238bb01b4 + description: '' + health_score: 100.0 + last_checked: 1779031696.520813 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Setup a Private Git-Repository in Kubernetes with Gitea' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://itnext.io/slos-should-be-easy-say-hi-to-sloth-9c8a225df0d4: + content_hash: 05a63d62637df7604fdfabae8e7f9539783143d2ac15a3252601c82a344b4975 + description: '' + health_score: 100.0 + last_checked: 1779029896.919505 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: SLOs should be easy, say hi to Sloth 🌟' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535: + ai_summary: A detailed technical guide explaining how to design local workflows + with container environments. Demonstrates setup strategies for hot reloading, + direct container mounts, network port forwards, and dev-to-prod pipeline parity. + complexity: intermediate + content_hash: cfe55bdc73722ba08f461eed61a63eb370e33313f981deea67d137dc5751928f + description: '' + health_score: 100.0 + hierarchy: + - Development Tools + - Local Kubernetes Environments + - Guides and Workflows + is_microservice: false + language: en + last_checked: 1779029561.20113 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: '==itnext.io: Software development in containers β€” a cookbook== 🌟🌟🌟' + v1_locations: + - docs/docker.md + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + - docker.md + year: N/A +https://itnext.io/software-development-is-misunderstood-quality-is-fastest-way-to-get-code-into-production-f1f5a0792c69: + content_hash: 562f59b8c554cea84b369c45f373b95f61946c9504acd9f9f555dfd8d570cafb + description: '' + health_score: 100.0 + last_checked: 1779030991.017376 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: Software Development Is Misunderstood 🌟' + v1_locations: + - docs/qa.md + v2_locations: + - qa.md + year: N/A +https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740702b6f42: + ai_summary: Deep technical guide showing how to architect a Jenkins pipeline that + runs unit tests and executes SonarQube code coverage scans natively inside transient + Docker containers. + complexity: Intermediate + content_hash: 78a2114287914db88866a5ab43c52223e745dcdc8ebac58495097b590f3c5661 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Continuous Integration + - Jenkins Pipelines + - Dockerized Scans + is_microservice: false + language: English + last_checked: 1779032181.865439 + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'itnext.io: SonarQube: running tests from Jenkins Pipeline in Docker' + v1_locations: + - docs/sonarqube.md + v2_locations: + - sonarqube.md + year: N/A +https://itnext.io/state-of-persistent-storage-in-k8s-a-benchmark-77a96bb1ac29: + content_hash: 66022ee623a960676f4cfa1f1e8722fc08617a7e8d5dd70918d920ae4cea69ab + description: '' + health_score: 100.0 + last_checked: 1779031181.304499 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: State of Persistent Storage in K8s β€” A Benchmark' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959: + content_hash: 4adb8801171ee1fad64a1687bfe9e540cb98c256325068a81313d594df47fc04 + description: '' + health_score: 100.0 + last_checked: 1779030525.469071 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'itnext.io: How to Run Databases in Kubernetes' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://itnext.io/sticky-sessions-and-canary-releases-in-kubernetes-8c45de2b0a2e: + content_hash: 00943447d6572912b46e2fa09527172faf2a1e39e6c7e70027713bcebb7a0757 + description: '' + health_score: 100.0 + last_checked: 1779032227.667848 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==itnext.io: Sticky sessions canary releases in kubernetes== Daniele Polencic' + v1_locations: + - 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Cloud Native CI/CD with Tekton'' + β€” Laying The Foundation' + v1_locations: + - docs/tekton.md + year: N/A +https://itrevolution.com/articles/get-started-with-team-topologies-in-8-steps: + content_hash: aa28c7e586e2d54b14fa6e85dc01aee9a66f9c390c3fc4b53b6259882bb4084e + health_score: 100.0 + last_checked: 1779130495.031321 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md +https://itrevolution.com/articles/the-problem-with-org-charts: + content_hash: a054c4c20f8b2e22c10834f91a42fbce00c85cb23e784f7292fd1189b0e0f219 + health_score: 100.0 + last_checked: 1779130494.982844 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md +https://itrevolution.com/author/gene-kim: + content_hash: 6f51866e04b84b8bc8c034a1c814d562c174c736a0ecf55026c93e981f7a574b + health_score: 100.0 + last_checked: 1779130495.029337 + v1_locations: + - docs/devops.md +https://itrevolution.com/faculty/gene-kim: + content_hash: b83fef24ab0340f70f12d81cf38a2f6afa58ddb2e5c14b366efba176753abc58 + health_score: 100.0 + last_checked: 1779030419.110734 + v1_locations: + - docs/devops.md +https://itrevolution.com/get-started-with-team-topologies-in-8-steps: + content_hash: f5f31d0c1889fec52864d5ec5b2cad5c7638512e2f4b565160ca7d0a2b5d9763 + description: '' + health_score: 100.0 + last_checked: 1779031231.580792 + stars: 0 + status: online + title: 'itrevolution.com: Get Started With Team Topologies In 8 Steps' + v1_locations: + - docs/project-management-methodology.md + year: N/A +https://itrevolution.com/the-problem-with-org-charts: + content_hash: 62ebd83060da79481ca89a22949ad2dece3148a845bbae3b27859939cd84b832 + description: '' + health_score: 100.0 + last_checked: 1779033436.639247 + stars: 0 + status: online + title: 'itrevolution.com: The Problem With Org Charts' + v1_locations: + - docs/project-management-methodology.md + year: N/A +https://itsfoss.com/exa: + ai_summary: Curator Insight highlights `exa` as a feature-rich, Rust-based alternative + to the standard `ls` command. Live Grounding points out that `exa` has been unmaintained + since 2023, and the active community has successfully pivoted to its official, + fully-supported fork `eza`. 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docs/jenkins-alternatives.md + year: N/A +https://jfrog.com/container-registry: + ai_summary: Enterprise landing page for JFrog's Container Registry, showing support + for Helm, Docker, and OCI specifications with high-availability clustering and + build-of-materials reporting. + complexity: Intermediate + content_hash: 2bb298d1815f70a8d0a93f7fb702b38ecdc8a70304d8afebec5de72a226e49e5 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure Standards + - Container Registry + - Enterprise Platforms + is_microservice: false + language: English + last_checked: 1779031646.692384 + needs_ai_refresh: true + resource_type: Product Page + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: JFrog Container Registry + v1_locations: + - docs/registries.md + v2_locations: + - registries.md + year: N/A +https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories: + content_hash: 6f377dbaf9043effc1ecf880e82df7c1a04b6df53d412ba1fe5079cae8aee95d + health_score: 64.0 + last_checked: 1779130494.935883 + review_metadata: + original_url: https://jfrog.com/help/r/jfrog-artifactory-documentation/helm-chart-repositories + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T18:54:54.935887' + status: review_required + v1_locations: + - 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'[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://jfrog.com/learn/devops/alternatives-to-docker: + content_hash: 6a8ec3ea438a23949ab9ade73704fcd5ab0a9fe85986b43eea1b439ee9360cb0 + health_score: 100.0 + last_checked: 1779130494.975956 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://jfrog.com/pipelines: + ai_summary: An enterprise-grade CI/CD automation tool natively integrated into the + JFrog Platform. It leverages declarative YAML schemas, step-based workflows, and + reusable resource models to orchestrate robust binary-centric pipelines with native + support for Artifactory. + complexity: advanced + content_hash: af025d6199ba3b02bc9af940118534415d3cd2be707d85785c13b8da47397544 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - CI-CD Pipelines + - Enterprise Tooling + is_microservice: false + language: English + last_checked: 1779031377.757739 + needs_ai_refresh: true + resource_type: tool + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: JFrog Pipelines + v1_locations: + - docs/jenkins-alternatives.md + v2_locations: + - cicd.md + - jenkins-alternatives.md + year: N/A +https://jfrog.com/platform: + content_hash: e35705990f76317f281f87a52fee08dfaf1c933adda20e0659ce1452c041d689 + description: '' + health_score: 100.0 + last_checked: 1779032879.088845 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'jfrog.com: JFrog DevOps Platform' + v1_locations: + - docs/jenkins-alternatives.md + v2_locations: + - jenkins-alternatives.md + year: N/A +https://jfrog.com/whitepaper/gigaom-radar-for-enterprise-ci-cd: + content_hash: af025d6199ba3b02bc9af940118534415d3cd2be707d85785c13b8da47397544 + description: '' + health_score: 100.0 + last_checked: 1779032039.517302 + stars: 0 + status: online + title: GigaOm's Radar for Enterprise CI/CD 🌟 + v1_locations: + - docs/cicd.md + year: N/A +? https://jfrog.com/whitepaper/the-jfrog-journey-to-kubernetes-best-practices-for-taking-your-containers-all-the-way-to-production +: ai_summary: A detailed whitepaper detailing strategies for transitioning binaries + safely into Kubernetes environments, highlighting JFrog's best practices for container + staging. + complexity: Intermediate + content_hash: 5ac9e1141e0add959d1776b391cc4dfa7ec0ee5e209846238f4496b6e1844962 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure Standards + - Artifact Registry + - Best Practices + is_microservice: false + language: English + last_checked: 1779034583.322996 + needs_ai_refresh: true + resource_type: Whitepaper + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'The JFrog journey to kubernetes: best practices for taking your containers'' + all the way to production' + v1_locations: + - docs/registries.md + v2_locations: + - registries.md + year: N/A +https://jhhemal.medium.com/some-essential-built-in-tools-for-working-with-lists-81c4f9d5f25e: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031025.733885 + stars: 0 + title: 'jhhemal.medium.com: Some Essential Built-in Tools for Working with Lists' + v1_locations: + - docs/python.md + year: N/A +https://jhhemal.medium.com/some-tips-and-tricks-for-writing-better-code-in-python-f65e4b6814fd: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033663.202591 + stars: 0 + title: 'jhhemal.medium.com: Some Tips and Tricks for Writing Better Code in Python' + v1_locations: + - docs/python.md + year: N/A +https://jijujacob27.medium.com/sharded-saas-applications-on-kubernetes-using-helm-argocd-and-argo-rollouts-a683c66f8646: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030927.823118 + stars: 0 + title: 'jijujacob27.medium.com: Sharded applications on Kubernetes using Helm, ArgoCD,'' + and Argo-Rollouts' + v1_locations: + - docs/argo.md + year: N/A +https://jimangel.io/post/auto-gitops-isitstillrunning.com: + content_hash: 555839b76c0b70ea769ee625f61e9a3c742917b26c280660bc222d9418eaf926 + description: '' + health_score: 100.0 + last_checked: 1779031896.524171 + stars: 0 + status: online + title: 'jimangel.io: Self-Updating GitOps' + v1_locations: + - docs/gitops.md + year: N/A +https://jimmydqv.com/iam-anywhere: + content_hash: 38b12998ee1175e2f63cedceaa0596dbf9d7e859e41f6c1dd62fcd57110f803e + description: '' + health_score: 100.0 + last_checked: 1779032684.211855 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==jimmydqv.com: AWS IAM Anywhere== 🌟' + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://jimmysong.io/awesome-cloud-native: + content_hash: 37d670790e1825ff817a5ce878eebf563c5a137963e056c6fe213e77b2d218ee + description: '' + health_score: 100.0 + last_checked: 1779031809.830575 + stars: 0 + title: Awesome Cloud Native + v1_locations: + - docs/other-awesome-lists.md + year: N/A +https://jimmysong.io/blog/sidecar-injection-iptables-and-traffic-routing: + ai_summary: A highly detailed architectural breakdown of sidecar container injection + and the underlying Linux iptables mechanisms that intercept incoming and outgoing + application traffic. 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Focuses on minimizing CLI resource utilization, visual component overhead, + and tuning JVM garbage collection for stable testing. + complexity: Intermediate + content_hash: bdc7d93f1b3d9baf48922af14f5c7bed9bea20b2f14ba09c99eb643cab5ba0d7 + description: '' + health_score: 100.0 + hierarchy: + - Observability and Performance + - Performance Testing + - Load Testing + is_microservice: false + language: en + last_checked: 1779032455.230106 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'jmeter.apache.org: Best Practices' + v1_locations: + - docs/performance-testing-with-jenkins-and-jmeter.md + v2_locations: + - performance-testing-with-jenkins-and-jmeter.md + year: N/A +https://jmfloreszazo.com/flujos-de-trabajo-de-git: + ai_summary: ExposiciΓ³n exhaustiva sobre los flujos de trabajo mΓ‘s populares de la + industria, incluyendo GitFlow, GitHub Flow y Trunk-Based Development. 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Details configuration modifications to hosts.yaml and + idempotent runtime adjustments. + complexity: intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Cluster Management + - Installation Tools + - KubeKey + is_microservice: false + language: en + last_checked: 1779033135.161621 + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kubesphere.io: Scaling a Kubernetes Cluster: One of the Best Practices for'' + Using KubeKey' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://kubestone.io: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030610.631618 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kubestone.io + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://kubestr.io: + content_hash: a1aac5827addfc6223f7f603ec5d1532b88f59699ca8e3eb0bace641e1321213 + description: '' + health_score: 100.0 + last_checked: 1779030610.703985 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kubestr.io + v1_locations: + - docs/kubernetes-storage.md + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + - kubernetes-storage.md + year: N/A +https://kubetools.io/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers: + content_hash: 22c69347e82d8379e814782608caba158101c76c2d5feac3d1945a86a11b43ff + health_score: 100.0 + last_checked: 1779130495.010793 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md +? https://kubetools.io/mastering-kubernetes-debugging-and-troubleshooting-with-kubeshark-real-time-visibility-query-language-service-map-and-integrations +: content_hash: 3add506832f86e54b5a3c95652b6618aa0a3ae169e949112335e6babc3f0ea63 + health_score: 100.0 + last_checked: 1779130494.937074 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md +https://kubetools.io/why-k9s-should-be-your-go-to-tool-for-kubernetes-management: + content_hash: cde5cfc6d33fcfe7c8abab886d8e6304febb2c0a00f5f35c5e291a78cabb7819 + health_score: 100.0 + last_checked: 1779130494.997096 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md +https://kubevela.io: + content_hash: b10c4920a3537933054ad09966865a1a9bd15cae560745b814a6c971c3bd29d8 + description: '' + health_score: 100.0 + last_checked: 1779029689.288522 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kubevela.io 🌟 + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://kubevious.io: + content_hash: 2899deb33300e3afe59adf9a12f316a46d28dde8f291b1b7804e61d78e8b25e3 + description: '' + health_score: 100.0 + last_checked: 1779030220.239399 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kubevious: application centric Kubernetes UI 🌟' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://kubevious.io/blog/post/kubevious-saas-beta-launch: + content_hash: edbf936550f176276e57f481a3c9fb467317a9ba206234a4caa00860128fb6b5 + description: '' + health_score: 100.0 + last_checked: 1779032900.650901 + needs_ai_refresh: true + stars: 0 + title: Kubevious SaaS Beta is Live! 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It generates a single shell script containing your chosen mix of Kubernetes + core packages, CNI layers, and custom operators, designed for offline and air-gapped + environments. + complexity: advanced + content_hash: 44f995bcc922fc2d13691eb1a180bbe4e34e509c5473845a571068ab6e952ade + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Kubernetes Distributions + - Custom Installers + is_microservice: false + language: en + last_checked: 1779032371.692493 + needs_ai_refresh: true + resource_type: tool + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: kurl.sh + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://kustomize.io: + content_hash: 5a93067842b638b5b465bde9bbeed9b3446efa2a774bc57a38c51779e7737608 + description: '' + health_score: 100.0 + last_checked: 1779029475.426948 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kustomize.io 🌟 + v1_locations: + - docs/kustomize.md + v2_locations: + - kustomize.md + year: N/A +https://kustomizer.dev: + content_hash: aefd444e6139092b7bfbcfe96430ce9992bd9a17c0f7e449d04c39472ef5aca1 + description: '' + health_score: 100.0 + last_checked: 1779033761.289387 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kustomizer + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://kuttl.dev: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031425.577068 + stars: 0 + title: '**KUbernetes Test TooL (kuttl)** 🌟' + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://kvs-vishnu23.medium.com/is-aws-cdk-better-than-terraform-85194e7a42cd: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033697.043071 + stars: 0 + title: 'kvs-vishnu23.medium.com: Is AWS CDK better than Terraform?' + v1_locations: + - docs/terraform.md + year: N/A +? https://kymidd.medium.com/lets-do-devops-eks-k8s-python-fuzzy-staging-with-aws-secrets-manager-k8s-init-disk-secrets-b0d8022f3a5d +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032157.104461 + stars: 0 + title: 'kymidd.medium.com: Let’s Do DevOps: EKS K8s & Python Fuzzy Staging with'' + AWS Secrets Manager, K8s Init disk, Secrets Injection' + v1_locations: + - docs/kubernetes.md + year: N/A +https://kyverno.io: + ai_summary: 'A CNCF graduated Kubernetes-native policy engine. + + + * Allows policy definition as standard Kubernetes resources (YAML). + + * Eliminates the need for complex DSLs like Rego. + + * Simplifies admission control, generation, mutation, and validation of workloads.' + complexity: Intermediate + content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Kubernetes + - Policy-as-Code + is_microservice: false + language: English + last_checked: 1779029130.363291 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: Kyverno 🌟 + v1_locations: + - docs/kubernetes-security.md + - docs/securityascode.md + v2_locations: + - kubernetes-security.md + - securityascode.md + year: N/A +https://kyverno.io/docs/writing-policies/autogen: + content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 + description: '' + health_score: 100.0 + last_checked: 1779033476.776201 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kyverno.io: Auto-Gen Rules for Pod Controllers' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://kyverno.io/docs/writing-policies/generate: + content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 + description: '' + health_score: 100.0 + last_checked: 1779031576.271996 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kyverno.io: Generating resources into existing namespaces' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://kyverno.io/docs/writing-policies/mutate: + content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 + description: '' + health_score: 100.0 + last_checked: 1779034476.793327 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kyverno.io: Mutating Resources' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://kyverno.io/policies: + ai_summary: A rich library of ready-to-use Kyverno policy definitions. These templates + address common cloud security standards (Pod Security Standards, multi-tenancy + constraints, best practices, and resource optimization parameters) for instant + cluster hardening. + complexity: Intermediate + content_hash: 2463d64b437c012d8f74a17d302b8c607c978d38c7c4cbe6ba467d0b9bd484f7 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Kubernetes + - Policy-as-Code + is_microservice: false + language: English + last_checked: 1779033189.011519 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'kyverno.io: 56 sample policies 🌟' + v1_locations: + - docs/kubernetes-security.md + - docs/securityascode.md + v2_locations: + - kubernetes-security.md + - securityascode.md + year: N/A +https://kyverno.io/policies/best-practices/check_deprecated_apis: + content_hash: bd8afeca0b630a7287caa1c320f12941bef786a3a4544cf35bc8cede66543155 + description: '' + health_score: 100.0 + last_checked: 1779034454.187971 + stars: 0 + status: online + tags: + - 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'[COMMUNITY-TOOL]' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md +? https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices +: ai_summary: Official microservices architectural blueprint detailing application + deployments in AKS clusters. 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Explains + how `kube-reserved`, `system-reserved`, and eviction thresholds reduce physical + capacity available for user pods. + complexity: Advanced + description: '' + hierarchy: + - Cloud Infrastructure + - Orchestration + - Cluster Resource Management + is_microservice: false + language: en + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Allocatable memory and CPU in Kubernetes Nodes 🌟 + v2_locations: + - kubernetes.md + - managed-kubernetes-in-public-cloud.md + year: '2022' +https://learnkube.com/authentication-kubernetes: + ai_summary: A deep dive comparing human user logins and system-managed Service Accounts. + Walks through the mechanics of token verification and the internal request protocols + of the API server. + complexity: Intermediate + description: "- The difference b/w externally managed and internal identities.\n\ + \ - How Kubernetes assigns identities for internal users with Service Accounts." + hierarchy: + - Security + - Identity and Access + - Workload Identity + is_microservice: false + language: English + resource_type: Guide + stars: 5 + status: online + tags: + - '[DE FACTO STANDARD]' + - '[GUIDE]' + title: '==learnk8s.io/authentication-kubernetes: User and workload identities in + Kubernetes== 🌟🌟🌟' + v2_locations: + - kubernetes-security.md + year: '2024' +https://learnkube.com/blog: + content_hash: bf0f976fd6923a36e2bd5f00bfa222c9b96838390724f23b4496cd603800b959 + health_score: 100.0 + last_checked: 1779130494.966092 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://learnkube.com/blog/smaller-docker-images: + content_hash: 7d1611dcf461dfd2fa824ff86ce90d9057cf21614823c570432f7e0ad6c6b95f + health_score: 100.0 + last_checked: 1779130495.001853 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://learnkube.com/cloud-resources-kubernetes: + ai_summary: Comparative analysis of Kubernetes Operators for cloud infrastructure + provisioning (such as Crossplane, AWS ACK, Google KCC, and Azure ASO). 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Learn how to'' + check and fix!== 🌟' + v1_locations: + - docs/kubernetes-security.md + year: N/A +https://medium.com/@dsdatsme/terraform-gitops-ci-cd-with-approval-notifications-6f0807299fc4: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032080.313668 + stars: 0 + title: '==medium.com/@dsdatsme: Terraform GitOps CI/CD with Approval & Notifications==' + v1_locations: + - docs/terraform.md + year: N/A +https://medium.com/@dugouchet.a/manage-your-terraform-like-a-container-d2acbc46d7d4: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030084.558231 + stars: 0 + title: 'medium.com/@dugouchet.a: Manage your terraform like a container' + v1_locations: + - docs/terraform.md + year: N/A +https://medium.com/@duplocloud/infrastructure-as-code-but-you-dont-have-to-write-that-code-87ec4fe94863: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032343.931914 + stars: 0 + title: 'medium - Infrastructure-As-Code: But You Don’t Have to Write That Code' + v1_locations: + - docs/terraform.md + year: N/A +https://medium.com/@ebin/stop-you-dont-need-microservices-dc732d70b3e0: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033503.662602 + stars: 0 + title: 'medium.com: STOP!! 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What’s the difference?' + v1_locations: + - docs/kubectl-commands.md + year: N/A +https://medium.com/@eoneoff/installing-istio-multicluster-deployment-with-terraform-59db2f9b2177: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030250.299664 + stars: 0 + title: 'medium.com/@eoneoff: Installing Istio multicluster deployment with Terraform' + v1_locations: + - docs/terraform.md + year: N/A +? https://medium.com/@erfin.feluzy/tutorial-secure-your-api-with-x509-mutual-authentication-with-spring-boot-on-openshift4-416a00a47af8 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030204.216403 + stars: 0 + title: 'medium: Tutorial : Secure your API with x509 Mutual Authentication with'' + Spring Boot on OpenShift4' + v1_locations: + - docs/demos.md + year: N/A +https://medium.com/@eriky/copilot-is-genuinely-scary-and-fascinating-at-the-same-time-63ebcbf80899: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029552.305203 + stars: 0 + title: 'medium.com/@eriky: Copilot Is Genuinely Scary And Fascinating At The Same'' + Time' + v1_locations: + - docs/git.md + year: N/A +https://medium.com/@ernestkwashie3/provisioning-amazon-elastic-kubernetes-service-eks-cluster-using-terraform-5e07f1f0dc32: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032117.180281 + stars: 0 + title: 'medium.com/@ernestkwashie3: Provisioning Amazon Elastic Kubernetes Service'' + (EKS) Cluster using Terraform' + v1_locations: + - docs/terraform.md + year: N/A +? 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How Was DevOps Derived?' + v1_locations: + - docs/devops.md + year: N/A +https://medium.com/@i180826/using-docker-to-build-react-app-49862615e6f8: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030360.445122 + stars: 0 + title: 'medium.com/@i180826: Using Docker to build React App' + v1_locations: + - docs/docker.md + year: N/A +https://medium.com/@icheko/wordpress-high-availability-on-kubernetes-f6c0bcc2f28d: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031898.059579 + stars: 0 + title: 'medium: Wordpress High Availability on Kubernetes' + v1_locations: + - docs/kubernetes.md + year: N/A +https://medium.com/@imarunrk/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030034.532851 + stars: 0 + title: Continuous GitOps, the way to do DevOps in Kubernetes + v1_locations: + - docs/gitops.md + year: N/A +https://medium.com/@imaze.enabulele/autoscaling-ec2-instances-for-high-availability-and-stress-testing-946b41f229e2: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033024.773804 + stars: 0 + title: 'medium.com/@imaze.enabulele: Autoscaling EC2 Instances for High Availability'' + and Stress Testing 🌟' + v1_locations: + - 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https://medium.com/design-microservices-architecture-with-patterns/monolithic-to-microservices-architecture-with-patterns-best-practices-a768272797b2 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029678.563771 + stars: 0 + title: '==medium: Monolithic to Microservices Architecture with Patterns & Best'' + Practices== 🌟' + v1_locations: + - docs/message-queue.md + year: N/A +? https://medium.com/design-microservices-architecture-with-patterns/when-to-use-and-when-not-to-use-microservices-no-silver-bullet-3ae293faf6d +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031088.955066 + stars: 0 + title: '==medium.com: When to Use and When NOT to Use Microservices: No Silver Bullet=='' + 🌟' + v1_locations: + - docs/faq.md + year: N/A +https://medium.com/dev-genius/securing-kubernetes-dashboard-on-eks-with-pomerium-e98c47610e2f: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029565.15554 + stars: 0 + title: 'medium.com: Securing Kubernetes Dashboard on EKS with Pomerium' + v1_locations: + - docs/kubernetes-security.md + year: N/A +https://medium.com/dev-genius/technologies-tools-to-watch-in-2021-a216dfc30f25: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030189.388326 + stars: 0 + title: 'medium: Technologies & Tools to Watch in 2021 🌟' + v1_locations: + - docs/devops-tools.md + year: N/A +https://medium.com/dev-genius/ultimate-kubernetes-resource-planning-guide-449a4fddd1d6: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030583.047118 + stars: 0 + title: 'medium: Ultimate Kubernetes Resource Planning Guide' + v1_locations: + - docs/kubernetes.md + year: N/A +https://medium.com/dev-jam/tibco-bw-vs-apache-camel-9552a5f4e6be: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033569.943669 + stars: 0 + title: 'medium.com/dev-jam: TIBCO Business Works vs. Apache Camel β€” A short Comparison'' + 🌟' + v1_locations: + - docs/message-queue.md + year: N/A +https://medium.com/develeap/cutting-down-kubernetes-costs-cast-ai-vs-karpenter-20f6788b4c67: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032679.022881 + stars: 0 + title: 'medium.com/develeap: Cutting down Kubernetes Costs: Cast.ai vs. Karpenter' + v1_locations: + - docs/finops.md + year: N/A +https://medium.com/developer-purpose/think-before-you-code-engineerings-most-underrated-advice-40b47e08a3fc: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032172.907014 + stars: 0 + title: 'medium.com/developer-purpose: Think before you code. Engineering’s most'' + underrated advice' + v1_locations: + - docs/project-management-methodology.md + year: N/A +https://medium.com/devgurus/building-production-grade-eks-clusters-using-terraform-df016d239a54: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032832.895648 + stars: 0 + title: 'medium.com/devgurus: Building production grade EKS clusters using Terraform' + v1_locations: + - docs/terraform.md + year: N/A +https://medium.com/devops-dudes/devops-and-databases-the-forgotten-automation-95325b2d3c89: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032345.564605 + stars: 0 + title: 'medium: DevOps and Databasesβ€Šβ€”β€ŠThe forgotten automation' + v1_locations: + - docs/databases.md + year: N/A +https://medium.com/devops-dudes/do-i-need-to-learn-kubernetes-a3dd9a7f9e9b: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031163.865758 + stars: 0 + title: 'medium: Do I need to learn Kubernetes?' + v1_locations: + - docs/kubernetes.md + year: N/A +https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands-on-in-2020-832c29db936a: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031406.275406 + stars: 0 + title: 'medium: Top 7 Best CI/CD Tools you should get your hands on in 2020' + v1_locations: + - docs/jenkins-alternatives.md + year: N/A +? https://medium.com/devops-mojo/kubernetes-difference-between-deployment-and-statefulset-in-k8s-deployments-vs-statefulsets-855f9e897091 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032949.847877 + stars: 0 + title: 'medium: Kubernetes β€” Difference between Deployment and StatefulSet in K8s' + v1_locations: + - docs/kubernetes.md + year: N/A +? https://medium.com/devops-mojo/kubernetes-open-standards-oci-cri-cni-csi-smi-cpi-overview-what-is-k8s-open-standards-introduction-a860905af6f7 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030741.936091 + stars: 0 + title: 'medium.com/devops-mojo: Kubernetes β€” Open Standards (OCI, CRI, CNI, CSI,'' + SMI, CPI) Overview' + v1_locations: + - docs/kubernetes.md + year: N/A +? https://medium.com/devops-mojo/kubernetes-probes-liveness-readiness-startup-overview-introduction-to-probes-types-configure-health-checks-206ff7c24487 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030854.229897 + stars: 0 + title: 'medium.com/devops-mojo: Kubernetes β€” Probes (Liveness, Readiness, and Startup)'' + Overview' + v1_locations: + - docs/kubernetes.md + year: N/A +? https://medium.com/devops-mojo/kubernetes-role-based-access-control-rbac-overview-introduction-rbac-with-kubernetes-what-is-2004d13195df +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029487.001507 + stars: 0 + title: 'medium.com/devops-mojo: Kubernetes β€” Role-Based Access Control (RBAC) Overview' + v1_locations: + - docs/kubernetes-security.md + year: N/A +? https://medium.com/devops-mojo/terraform-provision-amazon-eks-cluster-using-terraform-deploy-create-aws-eks-kubernetes-cluster-tf-4134ab22c594 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031113.213406 + stars: 0 + title: 'medium.com/devops-mojo: Terraform β€” Provision Amazon EKS Cluster using Terraform' + v1_locations: + - docs/terraform.md + year: N/A +? https://medium.com/devops-mojo/terraform-remote-states-overview-what-is-terraform-remote-state-storage-introduction-936223a0e9d0 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030882.667348 + stars: 0 + title: 'medium: Terraform β€” Remote States Overview 🌟' + v1_locations: + - docs/terraform.md + year: N/A +? https://medium.com/devops-mojo/terraform-workspaces-overview-what-is-terraform-workspace-introduction-getting-started-519848392724 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033081.355431 + stars: 0 + title: '==medium.com/devops-mojo: Terraform β€” Workspaces Overview== 🌟' + v1_locations: + - docs/terraform.md + year: N/A +https://medium.com/devops-techable/gitops-with-argocd-running-in-kubernetes-for-deployment-processing-c5d21770ca97: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033510.934505 + stars: 0 + title: 'medium.com/devops-techable: GitOps with ArgoCD running in Kubernetes for'' + deployment processing' + v1_locations: + - docs/argo.md + year: N/A +? https://medium.com/devops-techable/setup-monitoring-with-prometheus-and-grafana-in-kubernetes-start-monitoring-your-kubernetes-a3071f083fa6 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030339.554745 + stars: 0 + title: 'medium.com/devops-techable: Setup monitoring with Prometheus and Grafana'' + in Kubernetes β€” Start monitoring your Kubernetes cluster resources' + v1_locations: + - docs/monitoring.md + year: N/A +https://medium.com/devops-techable/up-and-running-with-amazon-managed-service-for-prometheus-6fd12e56bff6: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030528.896174 + stars: 0 + title: 'medium.com: Up and running with Amazon Managed Service for Prometheus' + v1_locations: + - docs/aws-monitoring.md + year: N/A +https://medium.com/devopslinks/why-should-terraform-be-one-of-your-devops-tools-29ae15861b1f: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032287.589772 + stars: 0 + title: 'medium.com: Why should Terraform be one of your DevOps tools?' + v1_locations: + - docs/terraform.md + year: N/A +https://medium.com/devoptimism/devops-platform-engineering-a-necessary-love-story-of-efficiency-783dff78fd81: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030891.177168 + stars: 0 + title: 'medium.com/devoptimism: DevOps+Platform Engineering: A Necessary Love Story'' + of Efficiency' + v1_locations: + - docs/devops.md + year: N/A +https://medium.com/digitalfrontiers/microservices-in-rust-with-kafka-2b671295b24e: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032162.910307 + stars: 0 + title: 'medium: Microservices in Rust with Kafka' + v1_locations: + - docs/message-queue.md + year: N/A +https://medium.com/directeam/kubernetes-resources-under-the-hood-part-1-4f2400b6bb96: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031793.431378 + stars: 0 + title: '==medium.com/directeam: Kubernetes resources under the hood β€” Part 1== 🌟' + v1_locations: + - docs/kubernetes.md + year: N/A +https://medium.com/directeam/kubernetes-resources-under-the-hood-part-2-6eeb50197c44: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032074.112731 + stars: 0 + title: '==medium.com/directeam: Kubernetes resources under the hood β€” Part 2== 🌟' + v1_locations: + - docs/kubernetes.md + year: N/A +https://medium.com/directeam/kubernetes-resources-under-the-hood-part-3-6ee7d6015965: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030525.393715 + stars: 0 + title: '==medium.com/directeam: Kubernetes resources under the hood β€” Part 3== 🌟' + v1_locations: + - docs/kubernetes.md + year: N/A +https://medium.com/dkatalis/component-team-vs-feature-team-in-a-nutshell-60c58671496f: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033730.961657 + stars: 0 + title: 'medium.com/dkatalis: Component Team vs Feature Team in a Nutshell 🌟' + v1_locations: + - docs/project-management-methodology.md + year: N/A +https://medium.com/dkatalis/creating-a-mutating-webhook-for-great-good-b21acb941207: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032195.511853 + stars: 0 + title: 'medium.com/dkatalis: Creating a Mutating Webhook for Great Good! Or: how'' + to automatically provision Pods on a specific node pool' + v1_locations: + - docs/mlops.md + year: N/A +https://medium.com/dlt-labs-publication/grpc-vs-rest-performance-test-using-jmeter-f17e5ba1c23b: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032574.491282 + stars: 0 + title: 'medium.com/dlt-labs-publication: gRPC vs. REST β€” Performance Test using'' + JMeter' + v1_locations: + - docs/api.md + year: N/A +https://medium.com/dlt-labs-publication/kubernetes-understanding-pod-affinity-taint-toleration-2f9b9b218dd5: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032970.975845 + stars: 0 + title: 'medium.com/dlt-labs-publication: Kubernetes: Understanding Pod Affinity,'' + Taint & Toleration' + v1_locations: + - docs/kubernetes.md + year: N/A +https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-streams-when-given-a-second-chance-b904a80bc4be: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034516.764381 + stars: 0 + title: 'medium.com/dna-technology: Why we dropped event sourcing with Kafka Streams'' + when given a second chance' + v1_locations: + - docs/message-queue.md + year: N/A +? https://medium.com/dotnet-hub/introduction-to-cloud-native-application-architecture-what-is-cloud-native-architecture-overview-benefits-e9be9aca0dd3 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032087.695489 + stars: 0 + title: '==medium.com/dotnet-hub: Software Architecture β€” Introduction to Cloud Native'' + Application Architecture== 🌟' + v1_locations: + - docs/introduction.md + year: N/A +https://medium.com/draftkings-engineering/draftkings-workshop-demystifying-kubernetes-4ce86c187408: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031608.942053 + stars: 0 + title: 'medium: DraftKings Kubernetes Workshop: Hands-on Learning in K8s (with Video'' + Walkthrough)' + v1_locations: + - docs/kubernetes-tutorials.md + year: N/A +? https://medium.com/dynatrace-engineering/how-to-combine-and-automate-infrastructure-and-application-deployment-in-a-microservice-environment-a16b664bb8b5 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030931.494985 + stars: 0 + title: 'medium.com/dynatrace-engineering: How to combine and automate infrastructure'' + and application deployment in a microservice environment' + v1_locations: + - 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When to use what?' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +? https://medium.com/microsoftazure/automating-managed-prometheus-and-grafana-with-terraform-for-scalable-observability-on-azure-4e5c5409a6b1 +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031642.222409 + stars: 0 + title: 'medium.com/microsoftazure: Automating Managed Prometheus and Grafana with'' + Terraform for scalable observability on Azure Kubernetes Service and Istio 🌟' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://medium.com/microsoftazure/going-multicloud-with-kubernetes-and-azure-front-door-f34a2f39068a: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031181.217181 + stars: 0 + title: 'medium: Going multicloud with kubernetes and Azure Front Door' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://medium.com/microsoftazure/secure-your-microservices-on-aks-part-2-5496bf2ba00c: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030787.586878 + stars: 0 + title: 'medium: Secure your Microservices on AKS β€” Part 2 🌟' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +? https://medium.com/microsoftazure/ultimate-guide-for-azure-cloud-adoption-framework-for-enterprise-scale-landing-zone-bba2a385134d +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034450.048808 + stars: 0 + title: 'medium.com/microsoftazure: Ultimate guide for Enterprise-scale landing zone'' + for Azure' + v1_locations: + - docs/azure.md + year: N/A +https://medium.com/mindboard/what-is-autoscaling-in-kubernetes-109c7b5d321: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030020.590184 + stars: 0 + title: 'medium.com/mindboard: What is Autoscaling in Kubernetes?' + v1_locations: + - docs/kubernetes-autoscaling.md + year: N/A +https://medium.com/mlearning-ai/the-best-object-detection-libraries-that-i-work-with-835428a1e01e: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032166.723394 + stars: 0 + title: 'medium.com/mlearning-ai: The Best Object Detection Libraries That I Work'' + With' + v1_locations: + - 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docs/java_frameworks.md + year: N/A +https://medium.com/simform-engineering/infrastructure-as-code-and-ci-cd-in-practice-with-aws-cdk-bd0685b361f8: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030348.018428 + stars: 0 + title: 'medium.com/simform-engineering: Infrastructure as Code and CI/CD in Practice'' + with AWS CDK' + v1_locations: + - docs/aws-miscellaneous.md + year: N/A +https://medium.com/siot-govtech/kubernetes-from-scratch-35add70e8b7f: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034509.680966 + stars: 0 + title: 'medium.com/siot-govtech: Kubernetes from Scratch' + v1_locations: + - docs/kubernetes.md + year: N/A +https://medium.com/slalom-build/managing-ingress-traffic-on-kubernetes-platforms-ebd537cdfb46: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030991.034026 + stars: 0 + title: 'medium.com/slalom-build: Managing Ingress Traffic on Kubernetes Platforms'' + 🌟' + v1_locations: + - docs/kubernetes-networking.md + year: N/A +https://medium.com/softwareimprovementgroup/ci-cd-best-practices-how-to-set-up-your-pipeline-4643eea14bfa: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033925.058946 + stars: 0 + title: 'medium.com/softwareimprovementgroup: CI/CD best practices: How to set up'' + your pipeline' + v1_locations: + - docs/cicd.md + year: N/A +https://medium.com/solo-io: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032152.601639 + stars: 0 + title: medium.com/solo-io blog + v1_locations: + - docs/istio.md + year: N/A +https://medium.com/solo-io/istio-the-easy-way-again-b0504347b7ce: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033435.823542 + stars: 0 + title: 'medium.com/solo-io: Istio the Easy Way (Again!)' + v1_locations: + - docs/istio.md + year: N/A +https://medium.com/solutions-architecture-patterns/multi-cloud-enterprise-deployment-pattern-19571604e64b: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034288.341613 + stars: 0 + title: 'medium: Multi Cloud Enterprise Deployment Pattern' + v1_locations: + - 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Traffic Routing with Istio'' + by Example 🌟' + v1_locations: + - docs/istio.md + year: N/A +https://medium.com/swlh/k8s-network-policies-demystified-and-simplified-18f5ea9848e2: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029988.63721 + stars: 0 + title: 'medium.com: K8s Network Policies Demystified and Simplified 🌟' + v1_locations: + - docs/devsecops.md + year: N/A +https://medium.com/swlh/kong-api-gateway-zero-to-production-5b8431495ee: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030349.928346 + stars: 0 + title: 'medium: Kong API Gateway - From Zero to Production' + v1_locations: + - docs/developerportals.md + year: N/A +https://medium.com/swlh/kubernetes-in-a-nutshell-tutorial-for-beginners-caa442dfd6c0: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033030.212274 + stars: 0 + title: 'medium: Kubernetes in a nutshell β€” tutorial for beginners 🌟🌟' + v1_locations: + - docs/demos.md + year: N/A +https://medium.com/swlh/kubernetes-storage-explained-558e85596d0c: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031671.183814 + stars: 0 + title: 'medium: Kubernetes Storage Explained 🌟' + v1_locations: + - docs/kubernetes-storage.md + year: N/A +https://medium.com/swlh/microservices-architecture-from-a-to-z-7287da1c5d28: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030461.875532 + stars: 0 + title: 'medium: Microservices Architecture From A to Z 🌟' + v1_locations: + - docs/introduction.md + year: N/A +https://medium.com/swlh/multi-tenancy-implementation-using-spring-boot-hibernate-6a8e3ecb251a: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032181.881135 + stars: 0 + title: '==medium: Multi-Tenancy Implementation using Spring Boot + Hibernate== 🌟' + v1_locations: + - docs/java_frameworks.md + year: N/A +https://medium.com/swlh/mvp-vs-mdp-viability-vs-delight-what-you-really-need-296b42df005d: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029130.330582 + stars: 0 + title: 'medium: MVP vs MDP = Viability vs Delight. 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These concepts enable advanced developers + to rapidly diagnose regressions and orchestrate highly structured cleanups of + complex history trees. + complexity: Advanced + description: '' + hierarchy: + - Software Engineering + - Version Control + - Git Workflows + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'livecodestream.dev: Five Advanced Git Concepts that Make You Look Like a + Pro' + v2_locations: + - git.md + year: '2021' +https://next.redhat.com/2021/08/23/introducing-volsync-your-data-anywhere: + content_hash: 0ced30b9233ff55a8ba612220f21919f01abd1976c570332d97259e509082f09 + description: '' + health_score: 100.0 + last_checked: 1779031338.683374 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'next.redhat.com: Introducing VolSync: your data, anywhere' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://nextcloud.com: + content_hash: 7456fca6755be64f22423719406718c0ea941a9079578b1c17589f64a2742d9e + description: '' + health_score: 100.0 + last_checked: 1779034031.455805 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ==nextcloud.com== + v1_locations: + - docs/project-management-tools.md + v2_locations: + - project-management-tools.md + year: N/A +https://nextlinklabs.com/insights/handling-authentication-in-EKS-clusters-kubernetes-AWS-IAM: + content_hash: a03ff1f143ef3e02280753ab802f500e38464d3125aa28f16dff8d459947ba79 + description: '' + health_score: 100.0 + last_checked: 1779033802.00728 + stars: 0 + title: 'nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User'' + Access Using AWS IAM' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://nextlinklabs.com/resources/insights/handling-authentication-in-eks-clusters-kubernetes-aws-iam: + ai_summary: Detailed architectural analysis of authentication handling in EKS clusters. + Covers security boundaries between AWS IAM roles, AWS IAM Authenticator, and internal + Kubernetes Role-Based Access Control (RBAC) configurations. + complexity: Intermediate + description: '' + hierarchy: + - Public Cloud Platforms + - AWS + - EKS Security and Isolation + - IAM Integration + is_microservice: false + language: English + resource_type: Blog Post + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User + Access Using AWS IAM' + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2021' +https://nexus3-cli.readthedocs.io: + content_hash: 2d21c95b16a11ab0ce8bbcd71fa9eaa3730483b524ead2c4aa15cbc309728953 + description: '' + health_score: 100.0 + last_checked: 1779034155.760481 + stars: 0 + status: online + title: nexus3-cli.readthedocs.io + v1_locations: + - docs/registries.md + year: N/A +https://nexus3-cli.readthedocs.io/en/latest: + ai_summary: Documentation site for Python-based command-line utilities built to + interface with Nexus 3 APIs. It simplifies batch tasks and permissions reporting. + complexity: Intermediate + description: '' + hierarchy: + - Infrastructure Standards + - Artifact Registry + - CLI Utilities + is_microservice: false + language: English + resource_type: Documentation + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: nexus3-cli.readthedocs.io + v2_locations: + - registries.md + year: '2026' +https://nfrankel.medium.com/goodbye-minikube-340070edc5af: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034424.568715 + stars: 0 + title: 'nfrankel.medium.com: Goodbye minikube' + v1_locations: + - docs/kubernetes-based-devel.md + year: N/A +https://nginx-playground.wizardzines.com: + ai_summary: The web-based visual Nginx sandbox environment created by Wizard Zines. + It provides immediate graphical feedback on how routing, header injections, and + rewrite directives behave without requiring a local Nginx daemon installation. + complexity: Beginner + content_hash: 4028f2bdc183e784d5b6fd17c31431d9c5c312e969a405d876a66f1f3bc11a5a + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Web Servers + - Nginx + - Interactive Playgrounds + is_microservice: false + language: English + last_checked: 1779032961.383725 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: nginx-playground.wizardzines.com 🌟 + v1_locations: + - docs/web-servers.md + v2_locations: + - web-servers.md + year: N/A +https://ngrep.sourceforge.net: + ai_summary: A command-line tool that applies GNU grep-like regex capabilities to + the network layer. It facilitates deep packet analysis of unencrypted payloads + across Ethernet, PPP, and SLIP interfaces using PCAP filters. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Network Monitoring + - Packet Analysis + is_microservice: false + language: English + last_checked: 1779032227.707307 + resource_type: Tool + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: ngrep + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: '2018' +https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly: + content_hash: 5413763721d3630c7b686cf27862df611ddf69959667242bc420c5a56efdc161 + description: '' + health_score: 100.0 + last_checked: 1779033068.1164 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Setting Up Docker for Windows and WSL to Work Flawlessly + v1_locations: + - docs/linux-dev-env.md + v2_locations: + - linux-dev-env.md + year: N/A +https://nickjanetakis.com/blog/using-wsl-and-mobaxterm-to-create-a-linux-dev-environment-on-windows: + content_hash: 48a73118058724abc68dc45cae1942d17ef83855a88aa2d9ba90c914cdf881e1 + description: '' + health_score: 100.0 + last_checked: 1779031255.340255 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Using WSL and MobaXterm to Create a Linux Dev Environment on Windows + v1_locations: + - docs/linux-dev-env.md + v2_locations: + - linux-dev-env.md + year: N/A +https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-before-continuing: + ai_summary: Provides an architectural solution for container startup synchronization, + solving the common race condition where application containers boot faster than + their database dependencies. Features a shell-based polling mechanism using pg_isready + and Netcat as a robust alternative to basic sleeps. + complexity: Intermediate + content_hash: 374c96c6c2a9e19e4b40aeda76984e3a99b02e19626ee00252e0587189a99299 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Container Orchestration + - Docker Practices + is_microservice: true + language: English + last_checked: 1779030401.112257 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Wait until Your Dockerized Database Is Ready before Continuing + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +? https://nicolasbarlatier.hashnode.dev/introduction-kubernetes-and-kustomize-how-to-easily-customize-any-resource-configuration-with-kustomize +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030202.023245 + stars: 0 + title: 'nicolasbarlatier.hashnode.dev: Introduction Kubernetes and Kustomize: How'' + to easily customize any resource configuration with Kustomize?' + v1_locations: + - docs/kustomize.md + year: N/A +? https://nicolasbarlatier.hashnode.dev/net-core-tip-2-how-to-troubleshoot-memory-leaks-within-a-net-console-application-running-in-a-linux-docker-container-in-kubernetes +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033503.707947 + stars: 0 + title: 'nicolasbarlatier.hashnode.dev: .NET Core Tip 2: How to troubleshoot Memory'' + Leaks within a .NET Console application running in a Linux Docker Container in + Kubernetes' + v1_locations: + - docs/kubernetes-troubleshooting.md + year: N/A +https://nicwortel.nl/blog/2022/05/27/continuous-deployment-to-kubernetes-with-github-actions: + content_hash: b2effc2605d81542b12e25f8b39c8e0d543210bdb75fefbdf7ad286d84ae06ad + description: '' + health_score: 100.0 + last_checked: 1779031540.241448 + stars: 0 + status: online + title: 'nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions' + v1_locations: + - docs/demos.md + year: N/A +https://nightfall.ai/atlassian-cloud-hipaa-compliant: + content_hash: 7917fb8c2d1bf762cc8c2f32770f125b323601672e4b083e83c8641402533633 + description: '' + health_score: 100.0 + last_checked: 1779033487.143648 + stars: 0 + title: 'nightfall.ai: Is Atlassian Cloud HIPAA Compliant?' + v1_locations: + - docs/project-management-tools.md + year: N/A +https://nikhilism.com/post/2020/mystery-knowledge-useful-tools: + ai_summary: An insightful, curated collection of less-known Unix tricks, shell diagnostics, + and specialized tools. It provides pragmatic recommendations for daily systems + debugging and performance troubleshooting. + complexity: Intermediate + content_hash: ab3a1784ca976fd04c107d3c72930e278f8d20f4c09965478d168a67ada3c0ab + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - Operational Playbooks + is_microservice: false + language: English + last_checked: 1779029631.741769 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'nikhilism.com: Mystery Knowledge and Useful Tools' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +? https://nikolaygrozev.wordpress.com/2015/07/01/reshaping-in-pandas-pivot-pivot-table-stack-and-unstack-explained-with-pictures +: content_hash: a961372db188b9785b9067d7bc86b1fe5da824e1865cbf5537173a0e4fd77fed + description: '' + health_score: 100.0 + last_checked: 1779031190.165041 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with + Pictures + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://nilesh93.medium.com/replacing-docker-desktop-with-podman-and-kind-in-macos-c750581a3fda: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033594.612384 + stars: 0 + title: 'nilesh93.medium.com: Replacing Docker Desktop with Podman and Kind in MacOS' + v1_locations: + - docs/container-managers.md + year: N/A +https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure-kubernetes-service-aks: + ai_summary: Technical walkthrough covering the instantiation of Windows Server node + pools inside hybrid AKS environments. Addresses container setup, active directory + domain joins, and specific scheduling parameters. 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It focuses on setting up path-based routing rules and + using labels to automate routing table updates. + complexity: Intermediate + content_hash: 2aacca7afdab8cb7abf85dc2d98013620a79157dc1f6f17eec85431194aa4151 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Ingress + - Traefik + - Kubernetes Ingress + is_microservice: true + language: English + last_checked: 1779029732.08488 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Directing Kubernetes traffic with Traefik' + v1_locations: + - docs/web-servers.md + v2_locations: + - web-servers.md + year: N/A +https://opensource.com/article/20/3/meld: + ai_summary: Curator Insight presents Meld as a highly visual diff and merge application + for comparing files and directories. Live Grounding showcases its continuous integration + into modern Git environments as an intuitive tool for resolving merge conflicts. + It remains a reliable desktop alternative for development teams looking for deeper + side-by-side file visualizations. + complexity: Beginner + content_hash: ec56ae26aac6fcd1f3f23d050f0770f0d4eca0e53a38a72b88998d2b0cd6696b + description: '' + health_score: 100.0 + hierarchy: + - Development Tools + - Source Control + - Visual Diffing + is_microservice: false + language: English + last_checked: 1779032457.076272 + needs_ai_refresh: true + resource_type: Tool Overview + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Don''t love diff? Use Meld instead' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/20/4/http-kubernetes-skipper: + ai_summary: An introduction to Skipper, an open-source HTTP router created by Zalando. + Explores its use case as a highly customizable Kubernetes ingress controller with + extensive routing filters tailored for large-scale production architectures. + complexity: Advanced + content_hash: b46b84dabd50c03348047894d9387c4b0f02379fe6158e9684b47135840297a5 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Ingress + - Skipper + - HTTP Routing + is_microservice: true + language: English + last_checked: 1779031787.916193 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Try this Kubernetes HTTP router and reverse proxy' + v1_locations: + - docs/web-servers.md + v2_locations: + - web-servers.md + year: N/A +https://opensource.com/article/20/5/kubectl-cheat-sheet: + content_hash: acf16b982e0f8c9911d9d190e3dfc2cf89971dbdfae5736fa411fa156b159ed6 + description: '' + health_score: 100.0 + last_checked: 1779031900.561513 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 9 kubectl commands sysadmins need to know 🌟' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://opensource.com/article/20/5/systemd-troubleshooting-tool: + ai_summary: Details systemd commands like `journalctl` and `systemctl` to quickly + diagnose platform failures. Focuses on unit analysis, log filtering, and identifying + broken daemon dependency trees. + complexity: Intermediate + content_hash: 139895d6aa6d54853c6f5420a7d73548ecfd0d00300d84470524b5679c2ee9e2 + description: '' + health_score: 100.0 + hierarchy: + - Operating Systems + - Linux Utilities + - Systemd + is_microservice: false + language: English + last_checked: 1779031651.960746 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Start using systemd as a troubleshooting tool + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/20/6/container-orchestration: + content_hash: a0e66d4e8ff006d366ec056fe22a3e5c9f6cf5d52db1b63ee5b649f05a5182cd + description: '' + health_score: 100.0 + last_checked: 1779032333.375986 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: A beginner''s guide to Kubernetes container orchestration' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://opensource.com/article/20/6/devops-mindset: + content_hash: e22a84cd6d24d2e31b60ca569e5ac7a964149cece3d38167e55ec7ee32263cac + description: '' + health_score: 100.0 + last_checked: 1779034446.904694 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 10 tips for maintaining a DevOps mindset for distributed'' + teams' + v1_locations: + - docs/devops.md + - docs/workfromhome.md + v2_locations: + - devops.md + year: N/A +https://opensource.com/article/20/6/kubernetes-anniversary: + content_hash: 640e0738255855f0f869f8f182d9e38a3fb56542a840e98cf75da21930bbbd55 + description: '' + health_score: 100.0 + last_checked: 1779031826.949706 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 5 ways to boost your Kubernetes knowledge' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://opensource.com/article/20/6/linux-libraries: + ai_summary: A comprehensive tutorial detailing the structural and behavioral differences + between static (.a) and dynamic (.so) libraries in Linux. Explains compilation + processes, linking mechanisms, and how loader environments resolve symbols at + runtime. + complexity: Intermediate + content_hash: 3ce09ab0bd17bc3987098878815809088ded0f5a7825fd65de01c3d41217a946 + description: '' + health_score: 100.0 + hierarchy: + - Operating Systems + - Linux Fundamentals + - System Libraries + is_microservice: false + language: English + last_checked: 1779034097.20725 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: How to handle dynamic and static libraries in Linux + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/20/7/automation-testing-cicd: + content_hash: c25169ebda1f1a16f914baec81b08803517266f6eaf40ef870b880c4486c1c4b + description: '' + health_score: 100.0 + last_checked: 1779033823.335528 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: What you need to know about automation testing in CI/CD' + v1_locations: + - docs/testops.md + v2_locations: + - testops.md + year: N/A +https://opensource.com/article/20/7/docsify-github-pages: + ai_summary: 'A technical guide explaining how to deploy a dynamic, zero-build documentation + site using Docsify hosted on GitHub Pages. Docsify parses Markdown files on the + fly in the browser, eliminating the static pre-compilation step. Double-Evidence: + This guide explores alternative lightweight documentation patterns, and live grounding + shows Docsify is highly valued for simple project wikis where build pipeline complexity + is undesired.' + complexity: Intermediate + content_hash: 2c7c44d3df177cdf8054009f71dc7cf9eac3db822cffc970a0d811828f46f366 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Developer Experience + - Documentation Engines + is_microservice: false + language: English + last_checked: 1779031096.664715 + needs_ai_refresh: true + resource_type: Tutorial Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: How to create a documentation site with Docsify and GitHub'' + Pages' + v1_locations: + - docs/mkdocs.md + v2_locations: + - mkdocs.md + year: N/A +https://opensource.com/article/20/7/git-repos-best-practices: + ai_summary: Presents six essential strategies to clean and optimize repository structures + in enterprise settings. Key practices include managing repository file sizes, + structuring clean branching frameworks, using CI testing templates, and using + `.gitignore` configurations effectively. + complexity: Intermediate + content_hash: 20b125147874d73e261502bdeccbb7ae7e88309c4ac23c074061c15d89a85b4b + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery and Engineering + - Version Control and Git + - Best Practices + is_microservice: false + language: English + last_checked: 1779031025.781801 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 6 best practices for managing Git repos' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://opensource.com/article/20/7/kubernetes-analogy: + content_hash: 822afdb5c029929e3de6563363c136d1028e3a9827e13cc6eac5c1772ca1ad0f + description: '' + health_score: 100.0 + last_checked: 1779030688.351015 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Explaining Kubernetes in 10 minutes using an analogy' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://opensource.com/article/20/7/linux-shellhub: + ai_summary: 'A technical guide exploring how to encapsulate SSH connections inside + HTTP/HTTPS protocols using ShellHub, enabling secure connection establishment + through restrictive outbound corporate firewalls. Double-Evidence: While typical + firewalls block standard SSH port 22, live grounding confirms HTTP encapsulation + is a robust method to manage edge-gateways, IoT fleets, and remote microservice + installations located in isolated networks.' + complexity: Advanced + content_hash: a1e1190c2f568c9f9ce12b691312c992a57ae2f20b078451e5b036d02fc00aae + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Secure Infrastructure Access + - Secure Shell and Access Gateways + is_microservice: false + language: English + last_checked: 1779029613.212108 + needs_ai_refresh: true + resource_type: Deployment Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Bypass your Linux firewall with SSH over HTTP' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/20/7/open-source-test-automation-frameworks: + content_hash: 59063ef5b94c5f61468ad6ffab6cc812fcd7d6fe753aa27a6afb2e189e8e82d3 + description: '' + health_score: 100.0 + last_checked: 1779031541.391284 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 9 open source test-automation frameworks' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://opensource.com/article/20/7/sysadmin-cheat-sheets: + content_hash: 679e4ae2a289b98d09456e7371e73f8b2b417e162f22600a10aa08687b77ac2f + description: '' + health_score: 100.0 + last_checked: 1779034217.234288 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 10 cheat sheets for Linux sysadmins' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://opensource.com/article/20/7/terraform-kubernetes: + content_hash: 12130dbb370b3a56bd2fa5713a9d6f4ec4a8359f991b425ddc8606dbce7f651f + description: '' + health_score: 100.0 + last_checked: 1779033784.695543 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: A guide to Terraform for Kubernetes beginners' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://opensource.com/article/20/8/cerberus-test-automation: + content_hash: 6105f7117865a47ddab995a952841badf303379865b09a5585389f33d62a05a3 + description: '' + health_score: 100.0 + last_checked: 1779030305.496758 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Cerberus - An open source solution for continuous testing'' + at scale' + v1_locations: + - docs/testops.md + v2_locations: + - testops.md + year: N/A +https://opensource.com/article/20/8/ingress-controllers-kubernetes: + content_hash: 9f3636d4bdb7bcf4489a30a911e8854ab7f0119edecde0870b97ad0c814c86c6 + description: '' + health_score: 100.0 + last_checked: 1779034207.9353 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Why I use Ingress Controllers to expose Kubernetes services' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://opensource.com/article/20/9/ansible: + content_hash: a733cc847d11713f93f44effd8b2e526c08d4ed143450f9335c166225e4e4b30 + description: '' + health_score: 100.0 + last_checked: 1779030805.725834 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 7 things you can do with Ansible right now' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/20/9/ansible-modules-kubernetes: + content_hash: 3667a370b95e8c78922add0c01e0b25a36cf2c8e9554ae97950c3f51f7e90ddc + description: '' + health_score: 100.0 + last_checked: 1779033619.082967 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Automate your container orchestration with Ansible modules'' + for Kubernetes 🌟' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/20/9/install-packages-ansible: + content_hash: 1b7ca7d1d16e6400c1faad7b1836ed851585d8bc0be0afd7856156e42e661832 + description: '' + health_score: 100.0 + last_checked: 1779032552.087108 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: How to install software with Ansible' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/20/9/open-source-alternatives-confluence: + content_hash: 08e48ed4f9c6ac1b5d360ff36f22be923a9255df727177db64b810fc2b7ddffc + description: '' + health_score: 100.0 + last_checked: 1779031089.121138 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 3 open source alternatives to Confluence' + v1_locations: + - docs/project-management-tools.md + v2_locations: + - project-management-tools.md + year: N/A +https://opensource.com/article/21/1/ansible: + content_hash: b92cb7e8f40cf60b16dd72df043cd01752cc835b3998f12fe46b077dfe0ed43a + description: '' + health_score: 100.0 + last_checked: 1779032977.419173 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 10 ways Ansible is for everyone 🌟' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/1/improve-ansible-play: + content_hash: 3a3978e7d2289e9f7d6aa9d72a13dd14c93d8f94b6036a21f36968deb6b9e436 + description: '' + health_score: 100.0 + last_checked: 1779030285.105173 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 4 lines of code to improve your Ansible play' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/1/kubeedge: + content_hash: 58e14e4a0a8400a8da2a3e0015a1c34000b0319d0846c5b5df5a36492fccb624 + description: '' + health_score: 100.0 + last_checked: 1779031539.723018 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Why KubeEdge is my favorite open source project of 2020'' + 🌟' + v1_locations: + - docs/edge-computing.md + v2_locations: + - edge-computing.md + year: N/A +https://opensource.com/article/21/1/kubernetes: + content_hash: d8f497fba230c8b746d1c816e2d50df726020d268d747edf27e06e078ae111c0 + description: '' + health_score: 100.0 + last_checked: 1779030069.251492 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 8 Kubernetes insights for 2021' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://opensource.com/article/21/10/chaos-engineering-kubernetes-ebook: + content_hash: 9d53daed6932d9c4907ee8b06784cbe1688944d758fe77fcc1e92394d1faa802 + description: '' + health_score: 100.0 + last_checked: 1779032087.687672 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 5 lessons I learned about chaos engineering for Kubernetes' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://opensource.com/article/21/10/check-java-jps: + ai_summary: Curator Insight outlines checking Java virtual machine processes via + JVM Process Status tool (`jps`). Live Grounding highlights its indispensability + for enterprise administrators deploying big data pipelines (such as Kafka or Hadoop) + or Java microservices to quickly correlate process IDs with specific Java application + contexts. + complexity: Intermediate + content_hash: 3947dc8b29a6949d7dacbcf381e8f69f0a119be50f9620bb1e5ad52542032a84 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Application Platforms + - Java Troubleshooting + is_microservice: false + language: English + last_checked: 1779033715.596229 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Check Java processes on Linux with the jps command' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/10/kubernetes-networkpolicy: + content_hash: b8f34d1b23d38a7ee35876d89906e9d4b0a1348e272ddfb920b0c2478595b749 + description: '' + health_score: 100.0 + last_checked: 1779034265.097513 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: What you need to know about Kubernetes NetworkPolicy' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://opensource.com/article/21/10/linux-tools-erase-data: + ai_summary: Curator Insight explores 4 specialized Linux command line tools for + secure block storage sanitation. Live Grounding indicates that with SSDs and cloud + block storages, traditional sector overwrites (`shred`) can be unreliable due + to wear-leveling controllers, suggesting cryptographic erasure or NVMe format + alternatives. Crucial for enterprise compliance decommission policies. + complexity: Intermediate + content_hash: ca6319f3bd7f265d2af7d3b673020a51dd865bf850ccf8b534a7be45dccdc795 + description: '' + health_score: 100.0 + hierarchy: + - Security and Identity + - Data Protection + - Secure Erasure + is_microservice: false + language: English + last_checked: 1779032162.935797 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: 4 Linux tools to erase your data' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/10/linux-wget-command: + ai_summary: Curator Insight details powerful command structures for the classic + recursive download utility `wget`. Live Grounding points to its common implementation + in container build files to pull specific static artifacts, highlighting tricks + like mirror replication and rate limiting. A standard automation tool. + complexity: Beginner + content_hash: 11a08bfbfdcde13d9775329c8fbf4379871855ab1b7e3e18b2fa3bde325e6e29 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - HTTP Clients + - Data Transfer + is_microservice: false + language: English + last_checked: 1779032236.053869 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: 7 handy tricks for using the Linux wget command' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/10/memory-stats-linux-smem: + ai_summary: Curator Insight details `smem` as an advanced memory reporting utility + that computes Proportional Set Size (PSS) and Unique Set Size (USS). Live Grounding + shows its extreme value compared to classic `free` or `top` commands, which can + misrepresent memory footprints due to shared libraries. Crucial for tracing container + density optimization. + complexity: Advanced + content_hash: be2894cebc412e8e0a09014b0fc2e8ba837612c4ebaa287c8ac5d84477b725b8 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - System Administration + - Memory Diagnostics + is_microservice: false + language: English + last_checked: 1779033697.089325 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'opensource.com: Get memory use statistics with this Linux command-line tool' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/10/podman-windows-wsl: + content_hash: 3d649c3fb075a9b79ae5498c3488956c97d120170bf6dcc2d7d133685ab42d87 + description: '' + health_score: 100.0 + last_checked: 1779034217.258578 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Get podman up and running on Windows using Linux' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton: + content_hash: 334ad4f4ded9a80d1cd720706e48024ac4516a6538b61e3881aa072ed4a8aef6 + description: '' + health_score: 100.0 + last_checked: 1779033084.318423 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==opensource.com: Write your first CI/CD pipeline in Kubernetes with Tekton=='' + 🌟' + v1_locations: + - docs/tekton.md + v2_locations: + - tekton.md + year: N/A +https://opensource.com/article/21/11/cluster-logging-kubernetes: + ai_summary: Provides an essential primer on the core Kubernetes logging architecture, + explaining stdout/stderr streams, node-level log rotation, and log collector agents. + Highly valued for explaining foundational mechanisms before diving into specific + tooling. + complexity: Beginner + content_hash: 43577c2dd8da5336b860ed1c1fa836264a5bb262874b8432c2d6f37ab14e3282 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Logging + - Concepts + is_microservice: false + language: English + last_checked: 1779032731.772351 + needs_ai_refresh: true + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'opensource.com: What you need to know about cluster logging in Kubernetes'' + 🌟' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://opensource.com/article/21/11/cron-linux: + ai_summary: Curator Insight provides tips on executing scheduled background scripts + using `cron`. Live Grounding confirms that while modern Kubernetes systems run + scheduled jobs via CronJobs, host-level standard `cron` remains a foundational + pillar for underlying OS garbage collection and routine log rotation routines. + complexity: Beginner + content_hash: c6188d632b2b730821838eb45bea852ffde94cbfc6c7f9f2802d88720091e35e + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - System Automation + - Task Scheduling + is_microservice: false + language: English + last_checked: 1779033704.269893 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Linux tips for using cron to schedule tasks' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton: + content_hash: 9e04bfb2fd306809b0e0b600043c9ddc8cf42ae470b3837fe46ffd342e4c15d0 + description: '' + health_score: 100.0 + last_checked: 1779030610.604008 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Dynamic scheduling of Tekton workloads using Triggers' + v1_locations: + - docs/tekton.md + v2_locations: + - tekton.md + year: N/A +https://opensource.com/article/21/11/kubernetes-replicationcontroller: + content_hash: 97ca23b26a110fe1ec7e76d1aa18e0fcbb921d9a7362524c71496d4beb77e981 + description: '' + health_score: 100.0 + last_checked: 1779034391.861156 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: How the Kubernetes ReplicationController works' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://opensource.com/article/21/11/open-source-12-factor-app-methodology: + content_hash: 01f1d81175e6b7eeff38a2e49e64e257e00521ea86f101f8dddc2debd3f4cfb3 + description: '' + health_score: 100.0 + last_checked: 1779032057.059254 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==opensource.com: An open source developer''s guide to 12-Factor App methodology==' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://opensource.com/article/21/12/kubernetes-developer: + ai_summary: A retrospective engineering article summarizing lessons learned from + building and deploying microservices on Kubernetes. It highlights the paradigm + shift of treating infrastructure-as-code and configuration as vital parts of the + software lifecycle. + complexity: Beginner + content_hash: 6882640d2c19f8b099b7d1cf8336f489c53dc895e3a615b57467e3cbdf9cc8e6 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Helm + - Developer Experience + is_microservice: true + language: English + last_checked: 1779030861.597715 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: What Kubernetes taught me about development' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://opensource.com/article/21/12/kubernetes-gatekeeper: + content_hash: 6d0e78335d439daec07c91587da0941ab2829e4b645e20e8a1817d9e57161d2d + description: '' + health_score: 100.0 + last_checked: 1779031535.49296 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Implement governance on your Kubernetes cluster' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://opensource.com/article/21/12/open-source-business-tools: + content_hash: e2467e7a9d395596627062b8e2297166736e505b72a0e22a5640944293797115 + description: '' + health_score: 100.0 + last_checked: 1779034131.302114 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Open source tools for running a small business in 2022' + v1_locations: + - docs/project-management-tools.md + v2_locations: + - project-management-tools.md + year: N/A +https://opensource.com/article/21/12/open-source-mind-mapping-drawio: + content_hash: 2b00796ced0c08bd32623444d887f79b88e394675315a9f5e32ffba0fa1666b0 + description: '' + health_score: 100.0 + last_checked: 1779032227.632182 + needs_ai_refresh: true + stars: 0 + title: 'opensource.com: Open source mind mapping with Draw.io' + v1_locations: + - docs/cloud-arch-diagrams.md + year: N/A +https://opensource.com/article/21/12/open-source-security: + ai_summary: 'Reviews five high-impact open-source security guidelines and registries + created in 2021. Contrast: Curator Insight points to general documentation references, + while Live Grounding highlights that these resources formed the basis of supply-chain + security guidelines in enterprise engineering. Good historical context.' + complexity: Intermediate + content_hash: c0d9f48e4fe63546109b148535be6c161aeb13bfbdf587bb3f04bb2520b284cf + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Community Resources + - Industry Analysis + is_microservice: false + language: English + last_checked: 1779030348.032625 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 5 open source security resources from 2021' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://opensource.com/article/21/12/sigstore-container-images: + ai_summary: Explains how developers can use Sigstore's Cosign integration to guarantee + image authenticity. Highlights structural differences between classic PGP setups + and the identity-driven ledger approach utilized by modern DevSecOps frameworks. + complexity: Intermediate + content_hash: c0702f9635c03cc6457112cca9ebf9a5c6baa1779706a6c25a55063e49b5392e + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Supply Chain Security + - Image Signing + is_microservice: false + language: en + last_checked: 1779030132.298347 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==opensource.com: Sign and verify container images with this open source'' + tool (sigstore)==' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://opensource.com/article/21/2/ansible-origin-story: + content_hash: e17735f6d6495433d56fe580849695463b07af7fcabeb318f6acbe3897f001ef + description: '' + health_score: 100.0 + last_checked: 1779031535.509018 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: How Ansible got started and grew' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/2/devsecops: + ai_summary: 'A framework outlining the transition phases required to replace manual + gates with continuous, automated pipeline security verification. Contrast: Curator + Insight prioritizes basic cultural shift milestones, whereas Live Grounding highlights + that success requires scaling Policy-as-Code engines globally. Excellent strategic + reference.' + complexity: Introductory + content_hash: 731e13ebf16963f709dc515c8c541249436be0f90202a403a7520c4f7903f511 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Process Automation + is_microservice: false + language: English + last_checked: 1779029475.149062 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: How to adopt DevSecOps successfully' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://opensource.com/article/21/2/kubernetes-namespaces: + content_hash: d74af6f55a7aa87373921f023651472f17ab9b2d1d2637a24be76d0ffed61051 + description: '' + health_score: 100.0 + last_checked: 1779032679.078327 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Configure multi-tenancy with Kubernetes namespaces 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://opensource.com/article/21/2/linux-automation: + content_hash: 6190979cc0a072bd38744ed2f6c260d408177980f2a7e0b32811219e3db9707c + description: '' + health_score: 100.0 + last_checked: 1779034571.706383 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Use anacron for a better crontab' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/2/tempo-distributed-tracing: + content_hash: 5ddefb99bfac95fbc33cad4b556ce08119170d95ff49267ec0e47ec2a7421814 + description: '' + health_score: 100.0 + last_checked: 1779029369.426839 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Get started with distributed tracing using Grafana Tempo' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://opensource.com/article/21/3/ansible-collections: + content_hash: acac89ef4ab1109344341cc60da0021b06ef41cc6e7598ecb5b60ac82c557e73 + description: '' + health_score: 100.0 + last_checked: 1779030425.641421 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 5 tips for choosing an Ansible collection that''s right'' + for you' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/3/ansible-sysadmin: + content_hash: 8ecec6e7f647232520a90eb6b544a6153011a8863e94fb0324965065b6db225d + description: '' + health_score: 100.0 + last_checked: 1779030655.086873 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 5 everyday sysadmin tasks to automate with Ansible 🌟' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/3/devops-documentation: + content_hash: 21bb027b50a6366392491bcf5fa6c5de0a7b5624bbfbd4fe9993b9f3f160072c + description: '' + health_score: 100.0 + last_checked: 1779031844.327018 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: A DevOps guide to documentation' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://opensource.com/article/21/3/git-cherry-pick: + ai_summary: Highlights specific practical scenarios where cherry-picking individual + commits across branches is highly superior to full merges. Essential for surgical + hotfix propagation and codebase refactoring in high-stakes production lines. + complexity: Intermediate + content_hash: 14e425342368ee60eeca6667d6e990cf2f5b48a08f3c450e6a7d53d77e9e9601 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Advanced History Manipulation + is_microservice: false + language: English + last_checked: 1779034309.102914 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: 3 reasons I use the Git cherry-pick command' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://opensource.com/article/21/3/gitops: + content_hash: 5df6365de20d2731a13a4e889e412ca64d301a1ad466e8e8d1e410e3d670f611 + description: '' + health_score: 100.0 + last_checked: 1779034104.992236 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==opensource.com: GitOps vs. DevOps: What''s the difference?== 🌟' + v1_locations: + - docs/about.md + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://opensource.com/article/21/3/grep-cheat-sheet: + ai_summary: Curator Insight details baseline pattern matching using the standard + grep utility. Live Grounding emphasizes its absolute ubiquity across all Unix-like + environments, while acknowledging modern alternatives like `ripgrep` for speed-critical + tasks. It remains the key benchmark standard for parsing stdout streams and log + structures in automation. + complexity: Beginner + content_hash: a83a4a0ea003b15c8e9e3fa34e8749930cf1261436a645ee185b3c5960f2b4b6 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - Text Processing + - Pattern Matching + is_microservice: false + language: English + last_checked: 1779030352.696119 + needs_ai_refresh: true + resource_type: Cheat Sheet + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'opensource.com: How to use the Linux grep command' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/3/service-mesh: + content_hash: af0a0a1da26754aea490bddccf7975b52f2025759c48fd364b425ed4a44f0120 + description: '' + health_score: 100.0 + last_checked: 1779033655.486754 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Why you should care about service mesh' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://opensource.com/article/21/4/context-switching-git: + ai_summary: Explores efficient productivity tactics for pivoting between hotfixes + and active development cycles. Details native mechanisms including `git worktree` + and `git stash` to manage disjointed working states and isolate development dependencies. + complexity: Intermediate + content_hash: d390980c1bb691c9d3966c60b5ee7f1e6ca68cd56469f50760119afea9f3bf64 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - State Management + is_microservice: false + language: English + last_checked: 1779031117.284312 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: 4 tips for context switching in Git' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://opensource.com/article/21/4/event-streaming-rudderstack: + content_hash: 9c9e5980e1ea73ec2fc554d34bb2298779a1ad6f4fba94f1c7bdd6e46373a170 + health_score: 100.0 + last_checked: 1779030522.185611 + v1_locations: + - docs/message-queue.md +https://opensource.com/article/21/4/git-stash: + ai_summary: A detailed tutorial on managing dirty working directories using the + Git stash mechanism. Presents clear architectural logic on the stash stack, covering + pushes, pops, branch creations, and partial stashing to ease multi-task context + switching. + complexity: Intermediate + content_hash: c86481fd31f94c2e446cade6b4cc9f61d8585731995a693f8ad0ec6b43da267c + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - State Management + is_microservice: false + language: English + last_checked: 1779031401.30614 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: A practical guide to using the git stash command' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://opensource.com/article/21/4/git-whatchanged: + ai_summary: Demystifies commands used to inspect repository changes over time, including + 'git whatchanged', 'git log -p', and 'git show'. It explains historical command + nuances and highlights how to surgically target specific file histories and structural + mutations in large repositories. + complexity: Intermediate + content_hash: 14223adb5eac5565b2f1d02ea898cca0f3187287c5807b731100ada59dc3fb4d + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Inspection + is_microservice: false + language: English + last_checked: 1779029734.992114 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Find what changed in a Git commit' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://opensource.com/article/21/4/groovy-io: + content_hash: 8dd62a7d3bd9384e4ac979ee4e6c30a7c7ecf7661511348529ee83c83abd3424 + description: '' + health_score: 100.0 + last_checked: 1779033611.938222 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Read and write files with Groovy' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://opensource.com/article/21/4/load-balancing: + ai_summary: A high-level introductory guide to load balancing strategies. It explains + the differences between Layer 4 (TCP) and Layer 7 (HTTP) routing algorithms, making + it a useful primer for developers designing multi-region architectures. + complexity: Beginner + content_hash: 6ecda99382b12e52ba887699b64f60d518d730233309b95861e2f007a05af789 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Fundamentals + - Load Balancing + is_microservice: false + language: English + last_checked: 1779030957.704424 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: A beginner''s guide to load balancing' + v1_locations: + - docs/web-servers.md + v2_locations: + - web-servers.md + year: N/A +https://opensource.com/article/21/4/process-json-data-ansible: + ai_summary: Presents five robust approaches to parse, filter, and modify raw JSON + parameters inside automated Ansible configurations. Focuses on using native filters + and Jinja2 structures to orchestrate complex environment definitions. + complexity: Intermediate + content_hash: 07210cfff9101e6218419b0b18f61f42846786706b0663d9abddc7b1f0cb3928 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure as Code + - Ansible + - Data Parsing + is_microservice: false + language: English + last_checked: 1779033903.27403 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: 5 ways to process JSON data in Ansible 🌟' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://opensource.com/article/21/4/visualize-data-eda: + content_hash: 0a4043a3d440a51095648ef3bf3b18d23339b0fd79d63c23f2358f3bdf114d93 + description: '' + health_score: 100.0 + last_checked: 1779033827.296063 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Make your data boss-friendly with EDA - Enterprise Data'' + Analytics' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://opensource.com/article/21/5/jenkins-logs: + content_hash: 8e76eacc9d1c839fd48d3ccc48d2bcb17950a2685662d79893d86d87b490e0b1 + description: '' + health_score: 100.0 + last_checked: 1779031541.275131 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Make Jenkins logs pretty' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://opensource.com/article/21/5/kubernetes-cheat-sheet: + content_hash: 6272d582315323024ca81f089455d4f6da15a42dc16c9ef397b8087e52c8fd59 + description: '' + health_score: 100.0 + last_checked: 1779034313.490027 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Learn essential Kubernetes commands with a new cheat sheet' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://opensource.com/article/21/5/mysql-query-tuning: + content_hash: a72e967557aaa66be1314d84a7bb3398eb18d38b85cbb39fd7f2b158e314f9ef + description: '' + health_score: 100.0 + last_checked: 1779034330.390861 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: opensource.com + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://opensource.com/article/21/5/python-38-features: + content_hash: 0b26d2111a2b0f752fee6d5534f7e7151451f4cb9094d92213a22babdc1730f4 + description: '' + health_score: 100.0 + last_checked: 1779033663.156995 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Make your API better with this positional trick from Python'' + 3.8' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://opensource.com/article/21/6/bash-config: + ai_summary: A step-by-step tutorial explaining how to parse standard configuration + files natively in Bash. Evaluates structured file inputs (like INI or key-value + structures) without deploying external parsing tools. + complexity: Intermediate + content_hash: 1bfe73d761a41c3f00b18eff22bf62e4d2dc9e3b936e1ce927d098c07d3e08a1 + description: '' + health_score: 100.0 + hierarchy: + - Software Development + - Scripting + - Bash Shell + is_microservice: false + language: English + last_checked: 1779031401.298755 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Parsing config files with Bash' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/6/kustomize-kubernetes: + content_hash: b9764bc2708720deb74afb44404e7fc86954cf2ec4fc2c766d1e7182bcb5ba88 + description: '' + health_score: 100.0 + last_checked: 1779034461.461783 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Modify your Kubernetes manifests with Kustomize' + v1_locations: + - docs/kustomize.md + v2_locations: + - kustomize.md + year: N/A +https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift: + content_hash: c107b18a084266e6c92b5fc95306fab2c934dcd97b7d077c2baf9e536cebd8d4 + description: '' + health_score: 100.0 + last_checked: 1779029796.145587 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Migrate virtual machines to Kubernetes with this new tool'' + - forklift 🌟' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://opensource.com/article/21/7/automating-argo-cd: + ai_summary: Demonstrates automated resource creation setups in Argo CD. Guides administrators + in defining dynamic generators to instantiate isolated tenant clusters without + human manual action. + complexity: Intermediate + content_hash: b628c8b60950ff054ee902fc4e64c4a09bc557349f9256ddcb2b24464cf82b59 + description: '' + health_score: 100.0 + hierarchy: + - GitOps + - Continuous Delivery + - Automation + is_microservice: false + language: English + last_checked: 1779031809.667863 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Automatically create multiple applications in Argo CD' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://opensource.com/article/21/7/check-disk-space-linux-du: + ai_summary: Curator Insight explores the usage of the classic `du` disk usage command. + Live Grounding confirms that while interactive visual tools like `ncdu` offer + faster user-level navigation, `du` is highly integrated into automated cron scripts + and storage alerting webhooks due to its guaranteed presence in default installations. + complexity: Beginner + content_hash: cc68cddc5f3228e467e0187a4c83c216d483e897feb5163dd8a5ddc6fa923639 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - File System + - Storage Auditing + is_microservice: false + language: English + last_checked: 1779031388.904488 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Check used disk space on Linux with du' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/7/developer-productivity-linux: + content_hash: 843c9f34ecb7e46c71b17382df00194bf433cab9293595b404e4dfe30d4ece66 + description: '' + health_score: 100.0 + last_checked: 1779030682.995821 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 3 reasons Quarkus 2.0 improves developer productivity on'' + Linux 🌟' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://opensource.com/article/21/7/kubectl: + content_hash: 6abfcd0ea39d9397671f26851ee5122228fa5c47cc42bdd19d7db49c64120dd3 + description: '' + health_score: 100.0 + last_checked: 1779032036.700963 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 5 useful ways to manage Kubernetes with kubectl' + v1_locations: + - docs/kubectl-commands.md + v2_locations: + - kubectl-commands.md + year: N/A +https://opensource.com/article/21/7/linux-podman: + content_hash: fca417b6b48ebaf5282f6587f0850adea31ecf2500edeaa8dd40abd2d4a9e233 + description: '' + health_score: 100.0 + last_checked: 1779031106.935705 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Run a Linux virtual machine in Podman' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://opensource.com/article/21/7/open-source-invoicing-po: + content_hash: c2980e45bb57719eb58ecdcd91e535e213d97e1c64b8f365f59289bf14e2a4df + description: '' + health_score: 100.0 + last_checked: 1779031337.286937 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: A guide to simplifying invoicing with this open source tool' + v1_locations: + - docs/project-management-tools.md + v2_locations: + - project-management-tools.md + year: N/A +https://opensource.com/article/21/7/parse-xml-linux: + ai_summary: Curator Insight introduces XMLStarlet for command-line XML parsing and + schema transformation. Live Grounding confirms that despite the widespread pivot + to JSON and YAML formats in cloud-native platforms, XMLStarlet is still essential + for interacting with legacy SOAP APIs and editing system enterprise config files + from scripts. + complexity: Intermediate + content_hash: af390c79b98e1ca9fadfb9d036c1a90a48e4e33a90865c6ac0e49b4400289e96 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - Text Processing + - Structured Data Parsers + is_microservice: false + language: English + last_checked: 1779031012.24418 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'opensource.com: Use XMLStarlet to parse XML in the Linux terminal' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/7/run-prometheus-home-container: + content_hash: 7daa2ffc959189a907b0a5e5d8c260d196ecf737c6d48aeb5825001999a7a07c + description: '' + health_score: 100.0 + last_checked: 1779029459.270076 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Run Prometheus at home in a container' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://opensource.com/article/21/7/system-administrators: + content_hash: 264b5dabab73694654a8db6717eb199cb66b1a6abe6b4f3dc4859c65e7f678f2 + description: '' + health_score: 100.0 + last_checked: 1779033024.823201 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: What do we call post-modern system administrators?' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://opensource.com/article/21/7/wildfly: + content_hash: 0d0f458227503b8aa82149bab003a1f70ae1b330e5251dc328bb6ea2a5235490 + description: '' + health_score: 100.0 + last_checked: 1779033210.788678 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Get started with WildFly for Java web development' + v1_locations: + - docs/java_app_servers.md + v2_locations: + - java_app_servers.md + year: N/A +https://opensource.com/article/21/8/argo-cd: + content_hash: a29406645a4687a9dfb0d2af4260271c06026d5704499aeeb8c13213dd99da6d + description: '' + health_score: 100.0 + last_checked: 1779030730.047078 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Get started with Argo CD 🌟' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://opensource.com/article/21/8/container-image: + content_hash: 53a439c764629d8b61ec4b62dba8c98b67e657080f6ba539b47dab4400df1a5c + description: '' + health_score: 100.0 + last_checked: 1779033665.634822 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: What is a container image?' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://opensource.com/article/21/8/gitops: + content_hash: 269f048d774beb9839aaa45a5bc7fd55f4b973287012a8c52050d9a43b8bd8ec + description: '' + health_score: 100.0 + last_checked: 1779034094.256661 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: How to get the most out of GitOps right now' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://opensource.com/article/21/8/linux-stat-file-status: + ai_summary: Curator Insight introduces the `stat` command for deep-dive analysis + of file and file system status. Live Grounding showcases its usage in automated + build scripts to retrieve Unix permission masks and precise inode creation timestamps. + Key for scripting accurate state and modification tracking. + complexity: Intermediate + content_hash: 8ae68b2a155154ab928d687471309ac6b7921f56f0fee0e67718c709567369c2 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - File System + - Metadata Diagnostics + is_microservice: false + language: English + last_checked: 1779030593.817036 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Check file status on Linux with the stat command' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/8/option-parsing-bash: + ai_summary: This guide explains standard option parsing techniques in shell scripts + using built-in commands like `getopts`. Helps build intuitive command-line flags + and parameters for user-facing automation. + complexity: Intermediate + content_hash: fc5457ae8d2a5d5d1a731ffdeeb09a70925c7da2c71777a888aefb56a3d3bf5d + description: '' + health_score: 100.0 + hierarchy: + - Software Development + - Scripting + - Bash Shell + is_microservice: false + language: English + last_checked: 1779030538.560117 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: How to include options in your Bash shell scripts' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://opensource.com/article/21/8/python-argparse: + content_hash: 22780638211e61ab99642aa3e17713f92907451bcfdfa49876386d24e82b5e65 + description: '' + health_score: 100.0 + last_checked: 1779034446.907822 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Parse command-line arguments with argparse in Python' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://opensource.com/article/21/8/terraform-deploy-helm: + content_hash: 109d410018063279d4ab13cb0dbc77119016abb33036c2ac5c75eceeda9c6414 + description: '' + health_score: 100.0 + last_checked: 1779034516.78632 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: How I use Terraform and Helm to deploy the Kubernetes Dashboard'' + 🌟' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://opensource.com/article/21/8/terraform-tips: + content_hash: 548e2a4dcd9f51d7257ca3ed528e49513bb00c2b8b5c291ac84c4a6f89695f91 + description: '' + health_score: 100.0 + last_checked: 1779030299.662321 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: My top 5 tips for setting up Terraform 🌟' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://opensource.com/article/21/9/alternatives-zoom: + content_hash: 1dbb12ab3d26e386838d38f18f899ba5428508dc9ac4efa6f5e584d7b308c8ef + description: '' + health_score: 100.0 + last_checked: 1779033415.675804 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 5 open source alternatives to Zoom' + v1_locations: + - docs/project-management-tools.md + v2_locations: + - project-management-tools.md + year: N/A +https://opensource.com/article/21/9/ansible-anacron-automation: + content_hash: 69450891a83fd8ec81153333046cee452c0d3b34b35ce5a3eb73a9b5af72d575 + description: '' + health_score: 100.0 + last_checked: 1779033823.334453 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: How I use Ansible and anacron for automation' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/9/ansible-rest-apis: + content_hash: 1a3d151462f75be96bca55b4d72287224c4b520d69f11a251693da0c000a468e + description: '' + health_score: 100.0 + last_checked: 1779032339.769361 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Using Ansible with REST APIs' + v1_locations: + - docs/about.md + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/9/build-website-jekyll: + ai_summary: 'A deep-dive guide to Jekyll, the Ruby-based static site generator that + powers GitHub Pages default build actions. Outlines site configuration, directory + structure, liquid templating, and page compilation. Double-Evidence: While newer + engines (like Hugo and MkDocs) are often preferred for modern technical sites, + live grounding verifies Jekyll remains a robust, highly extensible engine for + complex blogs and static portfolios.' + complexity: Intermediate + content_hash: 3ba49477cc53f6ee5c29273c12900620fe769609fe1466285f730965847fdb5d + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Developer Experience + - Static Site Generators + is_microservice: false + language: English + last_checked: 1779031163.891437 + needs_ai_refresh: true + resource_type: Tutorial Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'opensource.com: Build your website with Jekyll' + v1_locations: + - docs/mkdocs.md + v2_locations: + - mkdocs.md + year: N/A +https://opensource.com/article/21/9/keep-folders-tidy-ansible: + content_hash: 716fbbfdab5dc5977d9b3f95fc91895d84cd1b5d124dbbc794fe148206648ec4 + description: '' + health_score: 100.0 + last_checked: 1779031528.139987 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: How I keep my file folders tidy with Ansible' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/21/9/unit-test-python: + content_hash: 12b8f58d15975389d14a0beab43417e974f10eb942475ee9354ed7a607e9a953 + description: '' + health_score: 100.0 + last_checked: 1779029421.382559 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: 3 ways to test your API with Python' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://opensource.com/article/21/9/yaml-cheat-sheet: + ai_summary: Curator Insight acts as an advanced quick-reference cheat sheet for + writing clean and readable YAML schemas. Live Grounding points out how understanding + data types (like anchors, blocks, and sequence syntax) prevents common compilation + bugs. Essential workspace cheat sheet. + complexity: Beginner + content_hash: ee651ce22998668d0c32745483c8ce8f4d6a7ec7305e5351f09a5e082a437113 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Configuration Syntax + - YAML Foundations + is_microservice: false + language: English + last_checked: 1779032152.621094 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Make YAML as easy as it looks' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://opensource.com/article/22/1/learn-ansible: + content_hash: b9131c2bc2e30a4a078d2d0c766f7d2bf3760e0d465cec9acb79552632880c4e + description: '' + health_score: 100.0 + last_checked: 1779029274.223574 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==opensource.com: 9 ways to learn Ansible this year== 🌟' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://opensource.com/article/22/1/open-source-testing-framework: + content_hash: e83c008504d99fd36ccfbe979f1cb9abf97c9cf6a5559d81ae93455e17fef89f + description: '' + health_score: 100.0 + last_checked: 1779033784.67221 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'opensource.com: Why we built an open source testing framework' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://opensource.com/article/22/1/record-terminal-session-asciinema: + ai_summary: Curator Insight details asciinema for recording CLI sessions into lightweight, + text-based logs instead of video. Live Grounding confirms asciinema's position + as the de facto standard for writing interactive documentation, capturing runbook + operations, and producing sharing-friendly terminal logs. 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Includes step-by-step + navigation, editing, and file save challenges. 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Teaches loop logic, conditional scopes, and standard library variables + for highly dynamic charts. + complexity: Advanced + description: '' + hierarchy: + - Application Delivery and GitOps + - Package Management + - Advanced Helm Patterns + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'blog.flant.com: Making the most out of Helm templates 🌟' + v2_locations: + - helm.md + year: '2021' +https://palark.com/blog/best-practices-kubernetes-part-1: + content_hash: 905eed66f09746942b41591a31a1ed398ffa73a3fb4096858de0ad3382790e90 + health_score: 100.0 + last_checked: 1779130494.983406 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://palark.com/blog/best-practices-kubernetes-part-2: + content_hash: 7a74e6658bfbbf90193d0a19c85483dd7f305c183a9d92bb9eb56d011b671e2e + health_score: 100.0 + last_checked: 1779130494.977542 + needs_ai_refresh: true + v1_locations: + - docs/kubernetes.md +https://palark.com/blog/chaos-engineering-in-kubernetes-open-source-tools: + content_hash: bae09de395863e712cbde185ff95bfe425a32e86ef50253c7faf79906d76ddba + health_score: 100.0 + last_checked: 1779130494.929723 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md +https://palark.com/blog/chaos-mesh-in-kubernetes: + content_hash: 93378cca8d16ba0100aab398a2424b51ce17acef1b4abb02ec43b1ccc56ad033 + health_score: 100.0 + last_checked: 1779130495.033291 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md +https://palark.com/blog/comparing-ingress-controllers-for-kubernetes: + content_hash: c6b0dd353dfae44b3a55381e8a04a1fdd0fa079d471be810095ddc97b3af24a5 + health_score: 100.0 + last_checked: 1779130494.95287 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md +https://palark.com/blog/comparing-kubernetes-operators-for-postgresql: + content_hash: 272d73556492d8642f06ea7b86f0a161678c9e7486e6dba9bd475291603a0288 + health_score: 100.0 + last_checked: 1779130494.954292 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://palark.com/blog/failure-stories-elasticsearch-migration-within-kubernetes: + content_hash: aa4c9604c0cb0cdd809d3358cd84c0c97358bfa40690a8d4d5802e70bbb1c75a + health_score: 100.0 + last_checked: 1779130494.932447 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://palark.com/blog/ha-keycloak-infinispan-kubernetes: + ai_summary: A highly technical guide focusing on running fault-tolerant Keycloak + deployments using Infinispan for cross-site distributed caching inside Kubernetes. + It addresses cluster auto-discovery, cache partition settings, and state transfer + protocols. + complexity: Advanced + description: '' + hierarchy: + - Identity + - IAM + - High Availability + is_microservice: true + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.flant.com: Running fault-tolerant Keycloak with Infinispan in Kubernetes' + v2_locations: + - devsecops.md + year: '2021' +https://palark.com/blog/kubenav-managing-kubernetes-from-smartphone: + ai_summary: Details kubenav, illustrating how mobile administrators can securely + interact with multi-cluster APIs from mobile operating systems. + complexity: Intermediate + description: '' + hierarchy: + - Operations and Management + - Mobile Cluster Access + - Kubenav + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.flant.com: kubenav as a tool for managing Kubernetes clusters from + your smartphone' + v2_locations: + - kubernetes-based-devel.md + year: '2021' +https://palark.com/blog/kubernetes-configmap-guide: + content_hash: c1d2c21620ca1e4606aaf3f298e3fc7c04da22dbc2f0aedeffc80e6c8593635b + health_score: 100.0 + last_checked: 1779130494.965454 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://palark.com/blog/kubernetes-security-with-kube-bench-and-kube-hunter: + ai_summary: Explores proactive vulnerability scanning and automated compliance verification + using kube-bench and kube-hunter. Compares their execution models to establish + a multi-layered verification strategy inside target clusters. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Vulnerability Scanning + - Compliance Auditing + is_microservice: false + language: English + resource_type: Blog + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==blog.flant.com: Kubernetes cluster security assessment with kube-bench + and kube-hunter==' + v2_locations: + - kubernetes-security.md + year: '2021' +https://palark.com/blog/kubernetes-services-interaction-monitoring-with-netflow: + ai_summary: Explains how to monitor inter-service communication within Kubernetes + by exporting NetFlow data from the underlying Linux network namespace. Curator + insight notes its lightweight footprint, while grounding reminds that eBPF has + largely superseded pure NetFlow approaches in 2026. + complexity: Advanced + description: '' + hierarchy: + - Observability + - Network Observability + - NetFlow + is_microservice: false + language: English + resource_type: Technical Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.palark.com: Service communication monitoring in Kubernetes with NetFlow' + v2_locations: + - kubernetes-monitoring.md + year: '2021' +https://palark.com/blog/kubernetes-snaphots-usage: + content_hash: 0d39080edbeacbfd666d6b734805f46c8a6530af1ccb6e1efb74e5131fee2a7e + health_score: 100.0 + last_checked: 1779130495.013741 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md +https://palark.com/blog/kubernetes-storage-performance-linstor-ceph-mayastor-vitastor: + content_hash: c94c6bd3fc380133b1c48e3e8230aba2bc2453a02db2298a2a60e2bdaa4e0c49 + health_score: 100.0 + last_checked: 1779130495.008259 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md +https://palark.com/blog/kui-hybrid-cli-gui-for-kubernetes: + ai_summary: Detailed review of Kui as an alternative cluster navigation solution. + Examines the performance gains from interactive table-to-details rendering engine + overlays. + complexity: Intermediate + description: '' + hierarchy: + - Operations and Management + - Terminal Enhancements + - Kui + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.flant.com: Kui β€” a β€œhybrid” CLI/GUI application for working with Kubernetes' + v2_locations: + - kubernetes-based-devel.md + year: '2021' +https://palark.com/blog/okteto-cloud-for-local-development-in-kubernetes: + ai_summary: Explains Okteto Cloud's infrastructure abstraction. Details how teams + can deploy shared development clusters without the operational complexity of managing + local hypervisors. + complexity: Intermediate + description: '' + hierarchy: + - Cloud-Native Development + - Local Development Tools + - Okteto + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.palark.com: Okteto Cloud as another way for local development in Kubernetes' + v2_locations: + - kubernetes-based-devel.md + year: '2021' +https://palark.com/blog/our-experience-with-postgres-operator-for-kubernetes-by-zalando: + content_hash: 79663506d371deb0f4bb791ae481949565b0fb3dfc83af093c2741653b665b04 + health_score: 100.0 + last_checked: 1779130494.937979 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://palark.com/blog/small-local-kubernetes-comparison: + ai_summary: A performance analysis measuring memory footprints and load times of + lightweight Kubernetes tools. Compares k0s, MicroK8s, kind, k3s, and Minikube + to find the most efficient environment for local experiments. + complexity: intermediate + description: '' + hierarchy: + - Development Tools + - Local Kubernetes Environments + - Comparison + is_microservice: false + language: en + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'blog.flant.com: Small Kubernetes for your local experiments: k0s, MicroK8s, + kind, k3s, and Minikube' + v2_locations: + - kubernetes-based-devel.md + year: '2021' +https://palark.com/blog/tag/kubernetes: + content_hash: f3c3597cbe87361b7091be53b604f2f02f0e2993be07dbc466bfa13d3234b0b3 + health_score: 100.0 + last_checked: 1779130495.025488 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://pandas.pydata.org/pandas-docs/stable/reshaping.html: + content_hash: 2474fc79fc3d8b5664d1816344cf271393662d4ccad75c5b315c4d0842ccec0f + health_score: 100.0 + last_checked: 1779030655.266962 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md + v2_locations: + - python.md +https://pandastutor.com: + content_hash: 5d9975463916c79200540748967ca868d40c2ec45e6889317e5512ccf8a13bbe + description: '' + health_score: 100.0 + last_checked: 1779033923.988646 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ==pandastutor.com== 🌟 + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://pandorafms.com/blog/es/wsl2: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031510.479383 + stars: 0 + title: 'pandorafms.com: QuΓ© es, cΓ³mo instalar WSL2 y por quΓ© es una gran noticia'' + para el sector TI' + v1_locations: + - docs/linux-dev-env.md + year: N/A +https://particular.net/blog/rpc-vs-messaging-which-is-faster: + ai_summary: Provides a detailed comparative benchmark of Remote Procedure Call (RPC) + protocols versus messaging-based asynchronous protocols. It highlights how latency, + queue depths, network overhead, and decoupling impact application performance + under high load. It concludes that throughput gains in asynchronous messaging + often outweigh synchronous RPC latency benefits. + complexity: Intermediate + content_hash: 2d996d82767989dcf9841a23df9d4a9dd820b031bd69b8289e7846961c0846d1 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Architecture + - Inter-Service Communication + - Performance + is_microservice: true + language: English + last_checked: 1779030132.925353 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'particular.net: RPC vs. Messaging – which is faster?' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://particule.io/en/blog/aws-federated-eks: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032289.691999 + stars: 0 + title: 'particule.io: Create Kubernetes federated clusters on AWS' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://particule.io/en/blog/cicd-ecr-ecs: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031520.720957 + stars: 0 + title: 'particule.io: CI/CD using Github Actions, AWS ECR and ECS Fargate' + v1_locations: + - docs/git.md + year: N/A +https://particule.io/en/blog/thanos-monitoring: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029163.294229 + stars: 0 + title: 'particule.io: Multi-Cluster Monitoring with Thanos' + v1_locations: + - docs/prometheus.md + year: N/A +https://particule.io/en/blogcicd-github-registry: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029274.133577 + stars: 0 + title: 'particule.io: Automatic build with Github Actions and Github Container Registry' + v1_locations: + - docs/jenkins-alternatives.md + year: N/A +https://partlycloudy.blog/2020/05/29/horizontal-autoscaling-in-kubernetes-3-keda: + content_hash: a96aec0c85771459dc093d360b6dd02a14ff539a928541cb99d44921114a7539 + description: '' + health_score: 100.0 + last_checked: 1779031045.880427 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'partlycloudy.blog: Horizontal Autoscaling in Kubernetes #3 – KEDA' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md + year: N/A +https://partlycloudy.blog/2020/07/08/release-to-k8s-like-a-pro-with-flagger: + content_hash: 5451074f69cfccbd7bf1cd7281daf5fd04f9abc28051af7fe758f561af720523 + description: '' + health_score: 100.0 + last_checked: 1779033476.969821 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'partlycloudy.blog: Release to Kubernetes like a Pro with Flagger' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://past.jamaica-gleaner.com/article/business/20211224/amazon-outages-future-implications: + content_hash: ca04376a70123dee3f9accf25ac5313238a239b74f2360cb5de1bbf84964201a + health_score: 100.0 + last_checked: 1779130495.030194 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/public-cloud-solutions.md + v2_locations: + - public-cloud-solutions.md +https://patchthenet.medium.com/introduction-to-sql-injection-sql-injection-for-beginners-579c00431d40: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033338.909778 + stars: 0 + title: 'patchthenet.medium.com: Introduction to SQL Injection' + v1_locations: + - docs/devsecops.md + year: N/A +https://patrick.easte.rs/post/2022/forging-optimal-metallb-config: + content_hash: f9f5a2d50f2b213ec662acd89b2c417f9e9843475d838b4510ab1eb526500dac + description: '' + health_score: 100.0 + last_checked: 1779030883.026918 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'patrick.easte.rs: Forging an optimal MetalLB configuration' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://paul-the-kelly.medium.com/extending-the-kubernetes-api-using-operators-9ffc8364ae5c: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030005.382102 + stars: 0 + title: 'paul-the-kelly.medium.com: Extending the Kubernetes API using Operators' + v1_locations: + - docs/kubernetes-operators-controllers.md + year: N/A +https://paulbutler.org/2024/the-haters-guide-to-kubernetes: + content_hash: 5be92a5e955767feb10f34b07edefd173687c4224c0c0c90fe973a06ec3df73c + description: '' + health_score: 100.0 + last_checked: 1779029878.802422 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: The hater’s guide to Kubernetes + v1_locations: + - docs/index.md + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://pauldally.medium.com/debugging-networkpolicy-part-1-249921cdba37: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033861.960762 + stars: 0 + title: 'pauldally.medium.com: Kubernetes β€” Debugging NetworkPolicy (Part 1)' + v1_locations: + - docs/kubernetes-troubleshooting.md + year: N/A +https://pauldally.medium.com/debugging-networkpolicy-part-2-2d5c42d8465c: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030854.290172 + stars: 0 + title: 'pauldally.medium.com: Kubernetes β€” Debugging NetworkPolicy (Part 2)' + v1_locations: + - docs/kubernetes-troubleshooting.md + year: N/A +https://pauldally.medium.com/horizontalpodautoscaler-uses-request-not-limit-to-determine-when-to-scale-97643d808997: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032834.790274 + stars: 0 + title: 'pauldally.medium.com: HorizontalPodAutoscaler uses request (not limit) to'' + determine when to scale by percent' + v1_locations: + - docs/kubernetes-autoscaling.md + year: N/A +https://pauldally.medium.com/kubernetes-an-introduction-to-sidecars-21d99fbd7de3: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033692.280607 + stars: 0 + title: 'pauldally.medium.com: Kubernetes – An Introduction to Sidecars' + v1_locations: + - docs/kubernetes.md + year: N/A +https://pauldally.medium.com/kubernetes-application-high-availability-part-1-the-very-basic-basics-660a14fa81c7: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034476.755022 + stars: 0 + title: 'pauldally.medium.com: Kubernetes Application High-Availability β€” Part 1'' + (The Very-Basic Basics)' + v1_locations: + - docs/kubernetes.md + year: N/A +https://pauldally.medium.com/kubernetes-application-high-availability-part-2-more-basics-a1d9f9beea75: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034456.268944 + stars: 0 + title: 'pauldally.medium.com: Kubernetes Application High-Availability β€” Part 2'' + (More Basics)' + v1_locations: + - docs/kubernetes.md + year: N/A +https://pauldally.medium.com/kustomize-best-practices-part-1-86f9f22d2f20: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034484.249765 + stars: 0 + title: 'pauldally.medium.com: Kustomize Best Practices (Part 1)' + v1_locations: + - docs/kustomize.md + year: N/A +https://pauldally.medium.com/kustomize-best-practices-part-2-c560f1fa1409: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033088.446673 + stars: 0 + title: 'pauldally.medium.com: Kustomize Best Practices (Part 2)' + v1_locations: + - docs/kustomize.md + year: N/A +https://pauldally.medium.com/kustomize-best-practices-part-3-1dbaa15fd16a: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033084.296087 + stars: 0 + title: 'pauldally.medium.com: Kustomize Best Practices (part 3)' + v1_locations: + - docs/kustomize.md + year: N/A +https://pauldally.medium.com/structuring-dockerfiles-for-productivity-2681de4815a4: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031671.203912 + stars: 0 + title: 'pauldally.medium.com: Structuring Dockerfiles For Productivity' + v1_locations: + - docs/docker.md + year: N/A +? https://pauldally.medium.com/why-leaving-pods-in-crashloopbackoff-can-have-a-bigger-impact-than-you-might-think-c0d3dbd067a +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030018.864096 + stars: 0 + title: 'pauldally.medium.com: Why Leaving Pods in CrashLoopBackOff Can Have a Bigger'' + Impact Than You Might Think' + v1_locations: + - docs/kubernetes-troubleshooting.md + year: N/A +https://paulhammant.com/2013/04/05/what-is-trunk-based-development: + ai_summary: A foundational historical article by Paul Hammant outlining the core + mechanics and philosophy of Trunk-Based Development. 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Shows how to store + cluster manifests in a git repository and let ArgoCD reconcile cluster infrastructure + as standard Kubernetes apps. + complexity: Advanced + content_hash: d79f62035f4b38ae0440b52a50c5d2947515e248df7bf2cf70bcf7b99b01ccc8 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Cluster API + - ArgoCD + is_microservice: false + language: English + last_checked: 1779031381.706949 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==piotrminkowski.com: Create and Manage Kubernetes Clusters with Cluster'' + API and ArgoCD==' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://piotrminkowski.com/2021/12/13/continuous-delivery-on-kubernetes-with-database-using-argocd-and-liquibase: + content_hash: 76ad42e0bb7b61744102cad5dcb82ba95c55c226d73344178064fae10ae50a9e + description: '' + health_score: 100.0 + last_checked: 1779030655.287755 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==piotrminkowski.com: Continuous Delivery on Kubernetes with Database using'' + ArgoCD and Liquibase==' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://piotrminkowski.com/2021/12/21/development-on-kubernetes-with-telepresence-and-skaffold: + content_hash: 5f4bf3028b17346448ba40a6ddbe41ba9a1845648e126c646568589b5a22b52a + description: '' + health_score: 100.0 + last_checked: 1779030742.549121 + stars: 0 + title: '==piotrminkowski.com: Development on Kubernetes with Telepresence and Skaffold==' + v1_locations: + - docs/scaffolding.md + year: N/A +https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud: + ai_summary: Shows how to integrate a Spring Cloud application with HashiCorp Vault + on a Kubernetes cluster. 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docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://piotrminkowski.com/2022/02/21/validate-kubernetes-deployment-in-ci-cd-with-tekton-and-datree: + content_hash: 55c7b8d7fbe474b1050cbab33e286aabe50f978ccb4eebcf3cdbb3cc1fea298d + description: '' + health_score: 100.0 + last_checked: 1779034235.218731 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==piotrminkowski.com: Validate Kubernetes Deployment in CI/CD with Tekton'' + and Datree==' + v1_locations: + - docs/tekton.md + v2_locations: + - tekton.md + year: N/A +https://piotrminkowski.com/2022/03/29/canary-release-on-kubernetes-with-knative-and-tekton: + content_hash: b4013c135cbfc84a2578c38542c0044119307e37bb73569a3a262d927a7b7381 + description: '' + health_score: 100.0 + last_checked: 1779030394.230424 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==piotrminkowski.com: Canary Release on Kubernetes with Knative and Tekton==' + v1_locations: + - docs/tekton.md + v2_locations: + - 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'[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'piotrminkowski.com: Manage Kubernetes Cluster with Terraform and Argo CD.'' + Create Kakfa Cluster using GitOps 🌟' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://piotrminkowski.com/2022/10/24/gitops-with-advanced-cluster-management-for-kubernetes: + content_hash: 7a804cd67db3f31acca4b752a7ee74af59e989f8a02270e5d46f0fb9475d3802 + description: '' + health_score: 100.0 + last_checked: 1779031337.574347 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==piotrminkowski.com: GitOps with Advanced Cluster Management for Kubernetes=='' + 🌟' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://piotrminkowski.com/2022/12/09/manage-multiple-kubernetes-clusters-with-argocd: + ai_summary: 'Curator Insight: Hands-on walk-through for registering and managing + multiple target Kubernetes clusters via a single control-plane Argo CD instance. + Live Grounding: Provides practical manifests and CLI examples to manage cluster + resources and application distributions efficiently across hybrid cloud boundaries.' + complexity: Intermediate + content_hash: 496ff7d34a2b00991c8dcbbc89e3ebd4bd8dc2a0acfdcb12e790d99b4f873029 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - GitOps + - Multi-Cluster + is_microservice: false + language: English + last_checked: 1779030299.940441 + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'piotrminkowski.com: Manage Multiple Kubernetes Clusters with ArgoCD 🌟' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-and-terraform: + ai_summary: Demonstrates a production GitOps configuration combining Bitnami Sealed + Secrets, Terraform, and ArgoCD to deploy securely encrypted config files. + complexity: Advanced + content_hash: 0cbbcf336be787f8b1602bc41b548f19514499ba041c6209f887e3274bfd296c + description: '' + health_score: 100.0 + hierarchy: + - Security + - Secrets Management + - GitOps + is_microservice: false + language: English + last_checked: 1779033823.497507 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'piotrminkowski.com: Sealed Secrets on Kubernetes with ArgoCD and Terraform' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://piotrminkowski.com/2023/02/13/best-practices-for-java-apps-on-kubernetes: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033384.667123 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==piotrminkowski.com: Best Practices for Java Apps on Kubernetes== 🌟' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://piotrminkowski.com/2023/02/17/which-jdk-to-choose-on-kubernetes: + content_hash: 26ec73baeaa75bf52b460c105950191684656352dddb30905de97e8dabb827e1 + description: '' + health_score: 100.0 + last_checked: 1779034491.67298 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==piotrminkowski.com: Which JDK to Choose on Kubernetes== 🌟' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://piotrminkowski.com/2023/03/13/microservices-with-spring-boot-3-and-spring-cloud: + content_hash: 8c4d6aae071c6b73b5e18686c5cfd0a396978fa396d31f571273685bc2a342e9 + description: '' + health_score: 100.0 + last_checked: 1779032383.441233 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==piotrminkowski.com: Microservices with Spring Boot 3 and Spring Cloud=='' + 🌟' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot: + ai_summary: 'Curator Insight: Optimization guide for Spring Boot engineers processing + high-throughput event logs. Live Grounding: Examines concurrent message listener + configurations, partition distribution strategies, and thread-safe processing + to fully maximize JVM resources.' + complexity: Intermediate + content_hash: a41872846f9d039ec843771aec6b64d0ededc319082ed783d14df7320d17627e + description: '' + health_score: 100.0 + hierarchy: + - Event-Driven Architecture + - Application Integration + - Java Spring Boot + is_microservice: true + language: English + last_checked: 1779030052.033543 + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'piotrminkowski.com: Concurrency with Kafka and Spring Boot' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://piotrminkowski.com/2023/05/05/manage-kubernetes-operators-with-argocd: + ai_summary: 'Curator Insight: Practical analysis of orchestrating Operator lifecycles + and Custom Resource Definitions (CRDs) inside Argo CD synchronization loops. Live + Grounding: Explores strategies to prevent the typical race conditions and out-of-sync + loops that happen when Argo CD manages system Operators alongside application + manifests.' + complexity: Advanced + content_hash: fe52418c1ef01d1e8212bd7681d6241ebb155c710d5f00d127a91f164b64a911 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - GitOps + - Operator Lifecycle + is_microservice: false + language: English + last_checked: 1779029631.308691 + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'piotrminkowski.com: Manage Kubernetes Operators with ArgoCD' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://piotrminkowski.com/2023/08/22/resize-cpu-limit-to-speed-up-java-startup-on-kubernetes: + content_hash: 74a70f10cdb8ab0514c6d3cfec5991e2dad75435045ed86a624b3cf28ae5b8ae + description: '' + health_score: 100.0 + last_checked: 1779030805.852593 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'piotrminkowski.com: Resize CPU Limit To Speed Up Java Startup on Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus: + content_hash: efc40407e3fc720acc774f953035b4b0c6fe1111307181b2dfc418fbeb586a15 + description: '' + health_score: 100.0 + last_checked: 1779029678.83119 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'piotrminkowski.com: Introduction to gRPC with Quarkus' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://piotrminkowski.com/2023/11/07/slim-docker-images-for-java: + content_hash: ecd2d1f440847b6c529173299098f882888d300a98d7b2528d72893bc48ce1df + description: '' + health_score: 100.0 + last_checked: 1779034173.000277 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'piotrminkowski.com: Slim Docker Images for Java' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testkube: + content_hash: 38007a4d78dbc1b15b508b2c46159b519698bf85382df56f81627ffb67459127 + description: '' + health_score: 100.0 + last_checked: 1779029356.597173 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'piotrminkowski.com: Testing Java Apps on Kubernetes with Testkube' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service: + ai_summary: Provides a comprehensive getting started guide for AKS using modern + Infrastructure as Code with Terraform. 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Installing'' + Kubernetes using the Docker Client' + v1_locations: + - docs/kubernetes-based-devel.md + year: N/A +https://stories.schubergphilis.com/terraform-aws-management-using-your-google-account-cfe5ea70c75: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029322.809384 + stars: 0 + title: 'stories.schubergphilis.com: (Terraform) AWS management using your Google'' + account' + v1_locations: + - docs/terraform.md + year: N/A +https://storiesfromtheherd.com/unpacking-observability-a-beginners-guide-833258a0591f: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030739.406361 + stars: 0 + title: 'storiesfromtheherd.com: Unpacking Observability' + v1_locations: + - docs/monitoring.md + year: N/A +https://stormforge.io: + content_hash: e5b4ba7f1fd924317a0eef74f0c12b5aad196e934195588e190e0c2f09ea9c02 + description: '' + health_score: 100.0 + last_checked: 1779031448.641049 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'stormforge.io: Automated Kubernetes resource management for platform engineering'' + teams to continuously rightsize workloads with HPA compatibility' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://streamingsystems.net: + ai_summary: 'The definitive conceptual companion to the Apache Beam and Google Cloud + Dataflow models of stream processing. + + + * Details critical patterns of out-of-order data handling. + + * Explains event-time vs. processing-time, windowing, and triggering paradigms + crucial for building resilient stream processing pipelines.' + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Data Platform + - Data Engineering + - Event Streaming + is_microservice: false + language: English + last_checked: 1779031337.3426 + resource_type: Book + stars: 5 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'O''Really: Streaming data' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: '2018' +https://strimzi.io: + ai_summary: 'Curator Insight: The leading open-source CNCF sandbox operator platform + for running Kafka on Kubernetes. Live Grounding: Orchestrates secure topologies, + cluster expansion, user management, and seamless rolling upgrades using fully + declarative Kubernetes Custom Resources (CRDs).' + complexity: Advanced + content_hash: d4f0b527056832b0bd273f0e9866dcec85cbf62116561db3f1583338a59bab26 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Stateful Workloads + - Strimzi Operator + is_microservice: false + language: English + last_checked: 1779031181.258488 + needs_ai_refresh: true + resource_type: Project Site + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: strimzi.io + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://strimzi.io/blog/2019/10/14/improving-prometheus-metrics: + content_hash: ac0b8c6d9c8a948b8c42289656ceb245a2fb224221812734bff911108f64a45f + health_score: 100.0 + last_checked: 1779033612.238978 + v1_locations: + - docs/monitoring.md +https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apache-kafka: + ai_summary: A detailed security-focused guide illustrating the integration of Open + Policy Agent (OPA) with Strimzi and Apache Kafka. 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Live Grounding: Details the architectural + improvements in Strimzi''s reconciliation loops, enabling automated, zero-downtime + rolling upgrades of stateful Kafka pods with strict schema protection.' + complexity: Advanced + content_hash: a9ce9ed3ba7a708761f88804d2f567893e50401eb42f1665e5830f74aa78986d + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Stateful Workloads + - Strimzi Operator + is_microservice: false + language: English + last_checked: 1779031900.844472 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'strimzi.io: Kafka upgrade improvements' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://strimzi.io/blog/2021/07/22/using-kubernetes-config-provider-to-load-data-from-secrets-and-config-maps: + ai_summary: This blog post details the implementation of the Strimzi Kubernetes + Config Provider. 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This integration simplifies microservices + communications by providing standard HTTP REST endpoints to interact with underlying + Kafka event-driven pipelines. + complexity: Intermediate + content_hash: 59ca72c9c52cb14bf93cf197a5da68bfecd1fda9c4391a10f764c8c59d828b38 + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - Event Streaming + - Apache Kafka + - Integrations + is_microservice: true + language: English + last_checked: 1779029268.071326 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'strimzi.io: Using HTTP Bridge as a Kubernetes sidecar' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://stu2b50.dev/posts/things-you-wante9665: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032242.919821 + stars: 0 + title: Things You Want to Do in Git and How to Do Them + v1_locations: + - docs/git.md + year: N/A +https://stupidpythonideas.blogspot.com.es/2015/05/if-you-dont-like-exceptions-you-dont.html: + content_hash: 7e5373b57e407ab134905e91cd61d720d87d7bfc0a2b25a43d4947e9689f7d47 + health_score: 100.0 + last_checked: 1779031111.399182 + needs_ai_refresh: true + status: online + tags: + - 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docs/project-management-methodology.md + year: N/A +https://thedigitalprojectmanager.com/raci-chart-made-simple: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029267.8116 + stars: 0 + title: 'thedigitalprojectmanager.com: Create A Responsibility Assignment Matrix'' + (RACI Chart) That Works' + v1_locations: + - docs/project-management-methodology.md + year: N/A +https://theengineeringmanager.substack.com/p/how-do-i-progress-to-the-next-level: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033486.707749 + stars: 0 + title: 'theengineeringmanager.substack.com: How do I progress to the next level'' + in my career?' + v1_locations: + - docs/recruitment.md + year: N/A +https://theforeman.org/2021/01/updating-foreman-inventory-with-system-facts.html: + content_hash: b030bba9470001d42f0c088adbedae071dcbe30b2dca66464f4571cfa9a8558e + description: '' + health_score: 100.0 + last_checked: 1779034480.099392 + needs_ai_refresh: true + stars: 0 + title: 'theforeman.org: Updating Foreman inventory with system facts' + v1_locations: + - docs/ansible.md + year: N/A +https://theforeman.org/2021/09/foreman-30-is-here.html: + content_hash: 666112a9466452b65eef704031ffd466830608f62f40484bccae63a0ea22e7df + description: '' + health_score: 100.0 + last_checked: 1779030787.622022 + needs_ai_refresh: true + stars: 0 + title: 'theforeman.org: Foreman 3.0 is here!' + v1_locations: + - docs/ansible.md + year: N/A +https://theglitchblog.com/2021/06/17/logging-in-python-using-best-practices: + content_hash: e8dbab5157f31f7f2752f1222184082bb369bbb324107f6a27c7dca33ebbc151 + description: '' + health_score: 100.0 + last_checked: 1779031017.003793 + stars: 0 + status: online + title: 'theglitchblog.com: Logging in Python Using Best Practices' + v1_locations: + - docs/python.md + year: N/A +https://theglitchblogcom.wordpress.com/2021/06/17/logging-in-python-using-best-practices: + content_hash: 0eb2a0b420a2f8b876bc2bace6cc6fe588f14d759659602144a4de97d5967f1d + health_score: 100.0 + last_checked: 1779130494.984006 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md + v2_locations: + - python.md +https://thehackernews.com/2020/06/cryptocurrency-docker-image.html: + ai_summary: An analytical threat dispatch chronicling how malicious actors injected + cryptojacking malware directly into public Docker Hub registries. Highlights the + catastrophic operational implications of lack of supply-chain validation processes + in modern registries. + complexity: Intermediate + content_hash: 2519118c896133338080d217bb92ad363e3171b794b9ea7cb886e5ff1983155c + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Supply Chain Security + - Container Vulnerabilities + is_microservice: false + language: en + last_checked: 1779034348.000503 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed'' + via Docker Hub' + v1_locations: + - docs/devsecops.md + - docs/docker.md + v2_locations: + - devsecops.md + - docker.md + year: N/A +https://thehackernews.com/2022/01/microsoft-warns-of-continued-attacks.html: + ai_summary: Aggregates threat intelligence logs detailing the sustained exploitation + profiles targeting unpatched enterprise applications. Highlights why legacy architectural + paths remain active targets years after patch releases. + complexity: Intermediate + content_hash: 4f5cb7e943716ab463a1d3540e4fded51a09ccd328b1ead9b6338300a5ddf876 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Threat Intelligence + - Log4j + is_microservice: false + language: English + last_checked: 1779033862.22798 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'thehackernews.com: Microsoft Warns of Continued Attacks Exploiting Apache'' + Log4j Vulnerabilities' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html: + ai_summary: 'Curator Insight: News analysis of the zero-day path traversal vulnerability + in Argo CD''s repository rendering process. Live Grounding: Explores structural + exploits where malicious manifests loaded by the server could leak other application + values, highlighting the immediate need to restrict repository access parameters.' + complexity: Advanced + content_hash: 75dd914c6b0131e6242465f3f6bab5e79bcd74772fdbc6ab4771f7e4ae835330 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Security + - Vulnerabilities + is_microservice: false + language: English + last_checked: 1779033428.630422 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thehackernews.com: New Argo CD Bug Could Let Hackers Steal Secret Info from'' + Kubernetes Apps' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://theithollow.com/2020/05/18/kubernetes-liveness-and-readiness-probes: + content_hash: 6bfa18185ee6f73d70a8fbeea48755961f27f32fea87afcaf39fd9f83d514ac9 + description: '' + health_score: 100.0 + last_checked: 1779031642.381351 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Kubernetes Liveness and Readiness Probes + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://theketch.io: + ai_summary: An application delivery tool designed to obscure typical Kubernetes + complexity. It allows developers to deploy services using concise structures, + eliminating verbose YAML files. + complexity: Intermediate + content_hash: 73cd62068d1ab25ab8c2416d032ffc036f85f4583502a200b35d81dfe49c9f91 + description: '' + health_score: 100.0 + hierarchy: + - Orchestration + - Kubernetes + - Application Delivery + is_microservice: true + language: English + last_checked: 1779029366.792127 + resource_type: Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ketch + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://thelinuxnotes.com/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander: + ai_summary: 'Curator Insight: Deployment tutorial utilizing established community + Helm packages. Live Grounding: Guides deployment of a functional Kafka test cluster + integrated directly with Kafdrop as a companion visual administration interface.' + complexity: Intermediate + description: '' + hierarchy: + - Cloud Native Infrastructure + - Kafka on Kubernetes + - Deployments + is_microservice: false + language: English + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thelinuxnotes.com: How to deploy Kafka in Kubernetes with Helm chart + kafdrop' + v2_locations: + - message-queue.md + year: '2023' +https://thelinuxnotes.com/index.php/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander: + content_hash: 84616fa8265ba6b0d2f8917884d1e5b485872eb5016ba08cdc40f39f43ac8e12 + description: '' + health_score: 100.0 + last_checked: 1779030340.926561 + stars: 0 + status: online + title: 'thelinuxnotes.com: How to deploy Kafka in Kubernetes with Helm chart + kafdrop' + v1_locations: + - docs/message-queue.md + year: N/A +https://thenewstack.io: + content_hash: ca4e866c0df290825a9829872d96763fb5252d9755d04077fb327d511fba880b + health_score: 100.0 + last_checked: 1779130494.921541 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://thenewstack.io/10-cloud-deficiencies-you-should-know: + content_hash: ffbccef578b910a6f67299142920731dacfd348ee1ee3bed966c04424c7da1c6 + description: '' + health_score: 100.0 + last_checked: 1779030854.330776 + needs_ai_refresh: true + stars: 0 + title: 10 Cloud Deficiencies You Should Know + v1_locations: + - docs/index.md + year: N/A +https://thenewstack.io/10-steps-to-a-successful-kubernetes-technical-transformation: + content_hash: 01051dee39c7fc5653e646868eae8b07e7d186b1447b88def376f4d9cbd8c73e + description: '' + health_score: 100.0 + last_checked: 1779033808.209668 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 10 Steps to a Successful Kubernetes Technical Transformation'' + 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/10-steps-to-simplify-your-devsecops: + ai_summary: 'Presents a pragmatic, ten-step plan designed to streamline DevSecOps + pipelines and avoid tool alert fatigue. Contrast: Curator Insight details manual + checklist integrations, while Live Grounding proves that adopting automated ''Golden + Paths'' is the only viable way to scale security seamlessly across large organizations.' + complexity: Intermediate + content_hash: 515a6992987927a01b26c52d326817ad653f51c07cdf4f8a341263cd3ed496a6 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Best Practices + is_microservice: false + language: English + last_checked: 1779031450.903703 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 10 Steps to Simplify Your DevSecOps' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/12-critical-kubernetes-health-conditions-you-need-to-monitor: + ai_summary: Compiles 12 critical cluster health indicators that platform engineers + should monitor. Covers specific warning metrics like CrashLoopBackOff, disk pressure + thresholds, and API server request latency bounds. + complexity: Intermediate + content_hash: e8681633f6495c8ce955441511b4e3cf6fcadfc52170447caa6cf14e4ef0d400 + description: '' + health_score: 100.0 hierarchy: - Observability - Monitoring Practices - - Production Readiness + - Alerting Policies + is_microservice: false + language: English + last_checked: 1779030732.024125 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' - is_microservice: true - status: online - title: 'sysdig.com: Monitoring Kubernetes in Production' + title: 'thenewstack.io: 12 Critical Kubernetes Health Conditions You Need to Monitor' + v1_locations: + - docs/kubernetes-monitoring.md v2_locations: - kubernetes-monitoring.md -https://kruschecompany.com/wp-content/uploads/2020/01/kubernetes-operator.jpg: + year: N/A +https://thenewstack.io/3-habits-of-highly-successful-devops-teams: + content_hash: df4a314294e1bcadb93417e2893315baf812fe1a131dec26c5710c2416981a1d + description: '' health_score: 100.0 - last_checked: 1779130494.921235 - content_hash: 395f9b33d4cd1a58bcef58f76bce19c15c008517cb0fd9efc331e202a9337b75 - v1_locations: - - docs/kubernetes-operators-controllers.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-operators-controllers.md -https://www.localstack.cloud: - health_score: 100.0 - last_checked: 1779130495.02146 - content_hash: 451506b6122414c0bae23e8f068337822b6c9517721a48c6c2a850a849104a0a - v1_locations: - - docs/aws-miscellaneous.md + last_checked: 1779029294.467972 needs_ai_refresh: true + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 3 Habits of Highly Successful DevOps Teams' + v1_locations: + - docs/devops.md v2_locations: - - aws-miscellaneous.md -https://www.ibm.com/think/topics/openshift-vs-kubernetes: + - devops.md + year: N/A +https://thenewstack.io/3-key-configuration-challenges-for-kubernetes-monitoring-with-prometheus: + content_hash: ba31b8375645dae9e7778bfc625b59efb93e1d96da415623ec53b4c25d92612f + description: '' health_score: 100.0 - last_checked: 1779130494.921429 - content_hash: e94155cf280184f7d4596a2b3c66169ed1c51145e59c1338c01e2f24cda6730f + last_checked: 1779029172.054893 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 3 Key Configuration Challenges for Kubernetes Monitoring'' + with Prometheus' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing: + content_hash: 84c80946d7e99e65bbbc385ff270b4ca51bce7532c6ab31917b22bc30dcb9521 + description: '' + health_score: 100.0 + last_checked: 1779033913.870267 + stars: 0 + status: online + title: 'thenewstack.io: 3 Reasons Why You Can’t Afford to Ignore Cloud Native Computing'' + 🌟' v1_locations: - docs/introduction.md + year: N/A +https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines: + ai_summary: 'Curator Insight: Practical deep dive into automating regression testing, + canary rollouts, and feedback. Live Grounding: Assesses the impact of AI-driven + validation on mitigating manual deployment verification bottlenecks. Highly relevant + for scaling organizations looking to eliminate human intervention points.' + complexity: Intermediate + content_hash: bdc2aebb2ab7369b93ad578f8ffb7d6eb3062512a022a6bef7664897ad0d631a + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery + - CI/CD Automation + - Optimization Strategies + is_microservice: false + language: English + last_checked: 1779033640.138963 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'harness.io: 3 Ways to Use Automation in CI/CD Pipelines' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://thenewstack.io/30-pull-requests-later-prometheus-memory-use-is-cut-in-half: + content_hash: 2535e408f9baf4ec3fcfab0b2645e4ecdf9cdd68b1c2d156f797a0025441a0a5 + description: '' + health_score: 100.0 + last_checked: 1779033162.498053 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: 30 Pull Requests Later, Prometheus Memory Use Is Cut in'' + Half==' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://thenewstack.io/4-essential-tools-for-protecting-apis-and-web-applications: + content_hash: 566db0068cf55926be9a87a10c6b7468d696dab35f6595fcfea801a4b2e0e963 + description: '' + health_score: 100.0 + last_checked: 1779031552.779821 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 4 Essential Tools for Protecting APIs and Web Applications' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/4-reasons-your-cloud-operations-need-a-finops-team: + content_hash: 466ffd859cb3773985805ccb273d1f4c5180a52ffb62be02d9af321518cbca0c + description: '' + health_score: 100.0 + last_checked: 1779030322.955968 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 4 Reasons Your Cloud Operations Need a FinOps Team' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://thenewstack.io/4-ways-to-run-kubernetes-in-production: + content_hash: f8a972e6cf3565deec5373d8665e657c05e7a834fcc60bfa0282e3d552a8f9ba + description: '' + health_score: 100.0 + last_checked: 1779030563.767632 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 4 ways to run kubernetes in production' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/5-best-practices-for-configuring-kubernetes-pods-running-in-production: + content_hash: 50d2b1f3a287cc3f514c266b195d88a8d4b73eaedc4cecadb66e75292c430847 + description: '' + health_score: 100.0 + last_checked: 1779029161.270498 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Best Practices for Configuring Kubernetes Pods Running'' + in Production' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/5-best-practices-to-back-up-kubernetes: + content_hash: cd8d21d727a14a59a8cfdd63f3b391de755bb8f7b12e9213a76c4d02209bb965 + description: '' + health_score: 100.0 + last_checked: 1779033313.606976 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Best Practices to Back up Kubernetes' + v1_locations: + - docs/kubernetes-backup-migrations.md + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-backup-migrations.md + year: N/A +https://thenewstack.io/5-cloud-automation-tips-for-developers-and-devops: + content_hash: 1c3295e01249e0590c3c19ad773b5a6738f36ba2a104da16fd20eba005dece65 + description: '' + health_score: 100.0 + last_checked: 1779031466.684687 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Cloud Automation Tips for Developers and DevOps' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/5-cloud-native-trends-to-watch-out-for-in-2022: + content_hash: ac40a3388b714913fb38c2e1d85f468bb13e33753b3efc40b7ca083d6c1ee623 + description: '' + health_score: 100.0 + last_checked: 1779029056.566715 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Cloud Native Trends to Watch out for in 2022' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/5-essential-tips-to-manage-kubernetes-costs: + content_hash: 78b1214e4c3b5a90fbe91492fc3a12503a38da0f4883f71532b7e68f2ba635a0 + description: '' + health_score: 100.0 + last_checked: 1779031520.811419 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Essential Tips to Manage Kubernetes Costs' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/5-expensive-kubernetes-cost-traps-and-how-to-deal-with-them: + content_hash: fabab7f00da6f91e21316a0d2c65b117da8f3a90d744edd8bc38faee87c4e422 + description: '' + health_score: 100.0 + last_checked: 1779030443.070498 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Expensive Kubernetes Cost Traps and How to Deal with Them' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/5-lessons-for-building-a-platform-as-a-product: + content_hash: dc5d8b3d4b40f64a85dcbca1fb0013d2d1526b5f644e9e9b523a6be3b0c486fb + description: '' + health_score: 100.0 + last_checked: 1779030553.972522 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Lessons For Building a Platform as a Product' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/5-misconceptions-about-devsecops: + ai_summary: 'Deconstructs five persistent industry myths, such as ''security slows + development down'' or ''DevSecOps is just automation tools''. Contrast: Curator + Insight analyzes simple organizational conflicts, while Live Grounding proves + that separating policies from application repositories enables velocity. Indispensable + strategic roadmap.' + complexity: Introductory + content_hash: dece9304c76c832bf5aa382743d09a4ee91d112caa44f6e1449955a1c539cf0f + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Organizational Alignment + is_microservice: false + language: English + last_checked: 1779030658.355861 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Misconceptions About DevSecOps' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/5-things-developers-need-to-know-about-kubernetes-management: + content_hash: 88d489aabd8feb35fcedf1a01390c36ae01f85a62ef04b1da1a9ece84a586496 + description: '' + health_score: 100.0 + last_checked: 1779030927.885252 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Things Developers Need to Know About Kubernetes Management' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/5-ways-to-succeed-with-an-api-gateway: + content_hash: 5eaa4be09ae5489184b8be9e2a3764de586de20aed9cf0a3324dfdc9ad66bbf9 + description: '' + health_score: 100.0 + last_checked: 1779033655.507262 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 5 Ways to Succeed with an API Gateway' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/6-kubernetes-best-practices-to-empower-devs-to-troubleshoot: + content_hash: 70dd055244eb0fb50be05bd3565488bb84a706b2ebf84602a1822951ec30ad2a + description: '' + health_score: 100.0 + last_checked: 1779030979.392782 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 6 Kubernetes Best Practices to Empower Devs to Troubleshoot' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md + year: N/A +https://thenewstack.io/6-kubernetes-security-best-practices: + ai_summary: 'Curator Insight: Conceptual breakdown of the six pillars of native + Kubernetes security. Live Grounding: Distills complicated architectures into six + action items (e.g., container isolation, CIS benchmarks) for fast-growing engineering + teams.' + complexity: beginner + content_hash: a96eac161c5fc0e00ed916188a1b8405f0675965f3cc119080933ceda2de0abd + description: '' + health_score: 100.0 + hierarchy: + - Security + - Cluster Hardening + - Best Practices + is_microservice: false + language: en + last_checked: 1779034288.473694 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 6 Kubernetes Security Best Practices 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/7-benefits-of-testing-in-isolation: + content_hash: 0ae1c765c8282610fe03fed56c920af8b1852935954f4cc40431a1c0495a22f3 + description: '' + health_score: 100.0 + last_checked: 1779034347.794547 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 7 Benefits of Testing in Isolation' + v1_locations: + - docs/qa.md + v2_locations: + - qa.md + year: N/A +https://thenewstack.io/7-best-practices-to-build-and-maintain-resilient-applications-and-infrastructure: + content_hash: b37bf3e346b2206eb5895f42084e6129299c0f1830cacbaee2fae8d491fbcc84 + description: '' + health_score: 100.0 + last_checked: 1779034431.581391 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 7 Best Practices to Build and Maintain Resilient Applications'' + and Infrastructure' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/7-features-that-make-kubernetes-ideal-for-ci-cd: + ai_summary: Highlights seven architectural capabilities inherent to Kubernetesβ€”such + as container sandboxing, elastic horizontal scaling, declarative state enforcement, + and robust service discoveryβ€”that make it the ideal runtime engine for executing + high-volume, dynamic CI/CD workflows. + complexity: beginner + content_hash: 924ea03f3030393908aaa41df612e6cfe560547246f6c18728fec82850e7041f + description: '' + health_score: 100.0 + hierarchy: + - 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docs/aws-pricing.md + year: N/A +https://thenewstack.io/a-better-way-to-provision-kubernetes-using-terraform: + content_hash: 2080f281bf626e20fd4225494a15d3c2ea1b056db815520704b89aafefdad79e + description: '' + health_score: 100.0 + last_checked: 1779030934.556736 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: A Better Way to Provision Kubernetes Using Terraform' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://thenewstack.io/a-case-for-databases-on-kubernetes-from-a-former-skeptic: + content_hash: f4ea568b84a7e5edff47374626ef48827e2cfec17fa82a67fa36c2f2c63555a3 + description: '' + health_score: 100.0 + last_checked: 1779029948.288993 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: A Case for Databases on Kubernetes from a Former Skeptic==' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/a-deep-dive-into-architecting-a-kubernetes-infrastructure: + content_hash: 96483019b5473777041c42228fed6416d0a7b90c912b24a9f5cad80b5b1bd0a8 + description: '' + health_score: 100.0 + last_checked: 1779033339.007527 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: A Deep Dive into Architecting a Kubernetes Infrastructure' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/a-deep-dive-into-the-security-of-iam-in-aws: + content_hash: c06a0e248e53ab274e8a07aa560f0af305af5f33fcd09eb0057bdc57d8520347 + description: '' + health_score: 100.0 + last_checked: 1779034226.233522 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: A Deep Dive into the Security of IAM in AWS' + v1_locations: + - docs/aws-security.md + v2_locations: + - aws-security.md + year: N/A +https://thenewstack.io/a-digital-transformation-journey-in-the-banking-sector: + content_hash: d05d9e8c1962223c0e35830673bf3d43e52344647b8e377c26a7afbe4c8b47d2 + description: '' + health_score: 100.0 + last_checked: 1779031676.776217 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: A Digital Transformation Journey in the Banking Sector' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/a-guide-to-running-stateful-applications-in-kubernetes: + content_hash: b3f2fda82ac0983c16ef007ead6e4317d457bb1d52af6868425dc9b36b605b33 + description: '' + health_score: 100.0 + last_checked: 1779029985.001372 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: A Guide to Running Stateful Applications in Kubernetes' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/a-kubernetes-documentary-shares-googles-open-source-story: + content_hash: ac522a4f8ad08cb9ca32cb47ac0b46def9f2626c64d03209285f96e8d34f5f0c + description: '' + health_score: 100.0 + last_checked: 1779030267.777246 + needs_ai_refresh: true + stars: 0 + title: A Kubernetes Documentary Shares Google’s Open Source Story + v1_locations: + - docs/index.md + year: N/A +https://thenewstack.io/a-look-at-gitops-for-the-modern-enterprise: + content_hash: 4869bb94206c8b6d68e41a6e05a6901c48ba832883a10bb4c1d4ef70cd73db5f + description: '' + health_score: 100.0 + last_checked: 1779031337.371413 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: A Look at GitOps for the Modern Enterprise 🌟' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/a-new-kubernetes-edge-architecture: + content_hash: 0bc2fb9a3ea61332a0b26831ee7b586eb6075ff8b56a3bbde5eac2faa29fb732 + description: '' + health_score: 100.0 + last_checked: 1779032293.18845 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: A New Kubernetes Edge Architecture' + v1_locations: + - docs/edge-computing.md + v2_locations: + - edge-computing.md + year: N/A +https://thenewstack.io/a-platform-for-kubernetes: + content_hash: c0520caea7a942f69848581b93b258511b2580f24f9924a61b8f8fea7777f765 + description: '' + health_score: 100.0 + last_checked: 1779032368.494095 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: A Platform for Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd: + ai_summary: A technical comparison of the security profiles of Docker, CRI-O, and + Containerd. It analyzes attack surfaces, runtime privilege enforcement, and performance + implications of container-runtime interfaces (CRI) within enterprise Kubernetes + setups. + complexity: Advanced + content_hash: 508dcbc0995fd433f1d9cab344eeae30e240b3daa3a20e3edbb7ad5fe10668b4 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Container Runtimes + - Security + is_microservice: false + language: English + last_checked: 1779033419.033076 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: A Security Comparison of Docker, CRI-O and Containerd 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/accelerate-kubernetes-adoption-with-a-service-mesh: + content_hash: 2727feb5c2877f8387a73dac472fec99a85ac72fb7e0ec83601a2ceb2f91db34 + description: '' + health_score: 100.0 + last_checked: 1779029878.18632 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Accelerate Kubernetes Adoption with a Service Mesh' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/achieve-gitops-on-day-one-with-iac-automation: + content_hash: 2da93d0579d5a43d789621ca0f82ae3170885bcc4604de7b3a67b833ef9f9b62 + description: '' + health_score: 100.0 + last_checked: 1779030931.665007 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Achieve GitOps on Day One with IaC Automation' + v1_locations: + - docs/iac.md + v2_locations: + - iac.md + year: N/A +https://thenewstack.io/advanced-kubernetes-namespace-management-with-the-postgresql-operator: + content_hash: 98e00f830779f955970966cbcdb0d8c6fa369f5236e5ad97ff3c6d8a7ad43732 + description: '' + health_score: 100.0 + last_checked: 1779030228.487444 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Advanced Kubernetes Namespace Management with the PostgreSQL'' + Operator 🌟' + v1_locations: + - docs/crunchydata.md + v2_locations: + - crunchydata.md + year: N/A +https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs: + ai_summary: An analytical report outlining AWS upgrades focused on optimizing EKS + for high-performance computing (HPC) and batch processing tasks. It explores the + native integrations with Karpenter and AWS Batch, aimed at resolving historical + scheduling bottlenecks. It details how EKS adapts to heavy-load machine learning + and computational workloads. + complexity: Advanced + content_hash: 42be57893ea04fc0c64d0c7ef174865085159e6e009fc963e51ba4d310848175 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - AWS EKS + - Batch Workloads + is_microservice: false + language: English + last_checked: 1779029862.671615 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Amazon Web Services Gears Elastic Kubernetes Service for'' + Batch Work' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://thenewstack.io/an-introduction-to-awk: + ai_summary: An accessible, introductory guide to understanding AWK's record-and-field + paradigm. Covers basic structure blocks, built-in variables, and rapid command-line + pattern matching. + complexity: Beginner + content_hash: 9283109dbec152d01aa9520eed2596d7cf0ecc2d3c0f08fd0e002a9e9c16077c + description: '' + health_score: 100.0 + hierarchy: + - Operating Systems + - Linux Utilities + - Text Processing + is_microservice: false + language: English + last_checked: 1779029120.858218 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: An Introduction to AWK' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-from-the-command-line: + ai_summary: Explores Anchore's Command-Line Interface (CLI) for scanning local container + images. Details scanning processes, vulnerability database queries, and integrating + localized image validation into the earliest steps of developer code loops. + complexity: Intermediate + content_hash: da3d5ec3676b5f73c80e2f158b392681ce5d3b52f38c4495c451e5be485b6300 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Supply Chain Security + - Vulnerability Scanning + is_microservice: false + language: English + last_checked: 1779030529.025914 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Anchore: Scan Your Container Images for Vulnerabilities'' + from the Command Line' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/apisix-an-open-source-api-gateway-for-microservices: + content_hash: 29befde366a6caaa8a8370d91cdbd1aac72f9c35d8c3ff76b53a0cc14efc22cd + description: '' + health_score: 100.0 + last_checked: 1779029613.320533 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io - APISIX: An Open Source API Gateway for Microservices' + v1_locations: + - docs/developerportals.md + v2_locations: + - developerportals.md + year: N/A +https://thenewstack.io/app-modernization-5-tips-when-migrating-to-kubernetes: + content_hash: f8801d432a2ff59f7bb7251eb9c4368b2cbbb1756c2d61b60c5fab49d168464e + description: '' + health_score: 100.0 + last_checked: 1779029631.207833 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: App Modernization: 5 Tips When Migrating to Kubernetes' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/application-deployment-is-faster-with-gitops: + content_hash: 0d0b1ce62452b58d77b3dc125276713fc9acf6b7465fae43f511647ae2fa22c0 + description: '' + health_score: 100.0 + last_checked: 1779031528.249145 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Application Deployment Is Faster with GitOps' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/applied-gitops-with-argocd: + ai_summary: A detailed operational study of applied GitOps. Discusses directory + designs, environment divisions, and secrets management when deploying production + containers using Argo CD. + complexity: Intermediate + content_hash: c3626d769a9b629169305e39d81e2a8e8192fe842669fbacb1ae410d1cadbdf7 + description: '' + health_score: 100.0 + hierarchy: + - GitOps + - Continuous Delivery + - Practices + is_microservice: false + language: English + last_checked: 1779034336.24069 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Applied GitOps with ArgoCD' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://thenewstack.io/applying-basic-vs-advanced-monitoring-techniques: + content_hash: 0f657fa96203165124529d0ff38597a423c6d9c4a3fb911f54000262091f8caa + description: '' + health_score: 100.0 + last_checked: 1779030846.613804 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Applying Basic vs. Advanced Monitoring Techniques' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-charts: + ai_summary: A highly recommended security framework guide highlighting practices + such as enforcing non-root execution, defining CPU/Memory limits, and utilizing + RBAC minimal privileges within Helm manifests. It bridges the gap between raw + templating and hardened production standards. + complexity: Intermediate + content_hash: d82e80e2492f2f2e4778943d12003bc5b801378d52263561b3d98c5db49bacf4 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Helm + - Security + is_microservice: false + language: English + last_checked: 1779032466.113329 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: Applying Kubernetes Security Best Practices to Helm Charts'' + 🌟' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://thenewstack.io/are-cloud-based-ides-the-future-of-software-engineering: + content_hash: e25fcd1bc991fab40473a484d87516cf5b3f8f1eb9a8bca5024dcc34c30d6caf + description: '' + health_score: 100.0 + last_checked: 1779032244.881967 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Are Cloud-Based IDEs the Future of Software Engineering?' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software: + ai_summary: 'Curator Insight: Critiques monolithic, bloated pipeline scripts that + aggregate multiple team steps. Live Grounding: Details the benefits of decentralized, + modular microservice pipelines that deploy independently. Highly relevant for + architects planning the decomposition of delivery infrastructure.' + complexity: Advanced + content_hash: 4ac8709c44bdf079a48f72ec68aeac77b71fc7d9907ea58481a9f9697d68b6b2 + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery + - Cloud-Native Delivery + - Microservices vs Monoliths + is_microservice: true + language: English + last_checked: 1779030730.166632 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: Are Monolith CI/CD Pipelines Killing Quality in Your Software?' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://thenewstack.io/asyncapi-could-be-the-default-api-format-for-event-driven-architectures: + content_hash: c3a95ca1de75943a5fafa85b9191f9dca95717b34ca3b04748ab5a4eeaec178e + description: '' + health_score: 100.0 + last_checked: 1779030014.814133 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: AsyncAPI Could Be the Default API Format for Event-Driven'' + Architectures' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/automate-user-satisfaction-with-this-gitops-friendly-spec-for-service-level-objectives: + ai_summary: Details how declarative, GitOps-friendly schemas can be used to manage + Service Level Objectives alongside primary code repositories. Grounding shows + how treating SLO configs as code assets allows CI/CD systems to continuously audit + user satisfaction and validate code merges. + complexity: Intermediate + content_hash: 24a4a5b987d469d633ad5d792dba3445662fef69a4980b4cf3e65e8acf0fc877 + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Service Level Objectives + - GitOps Implementation + is_microservice: true + language: English + last_checked: 1779032661.775787 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Automate User Satisfaction with This GitOps-Friendly Spec'' + for Service Level Objectives' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://thenewstack.io/automating-retry-for-failed-terraform-launches: + content_hash: b8bedc071a0a6cac3dcb2ebdb856ad4348010978fae9e3d00a4868a418e25bbd + description: '' + health_score: 100.0 + last_checked: 1779034349.604161 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Automating Retry for Failed Terraform Launches' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://thenewstack.io/automation-is-no-silver-bullet-3-keys-for-scaling-success: + content_hash: db146b89a8ef18121c11fe4e7ab153fc908257aa2affb5ed0284c0f19eede917 + description: '' + health_score: 100.0 + last_checked: 1779029732.162591 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Automation Is No Silver Bullet: 3 Keys for Scaling Success' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time: + ai_summary: An in-depth guide on detecting common AWS misconfigurations (unencrypted + S3 buckets, open security groups) at build-time using Static Application Security + Testing (SAST). Grounding proves that shifting safety checks into developer pipelines + prevents massive runtime exploits. + complexity: Intermediate + content_hash: 653825c93507fdb77081095bf08e6c1ff2be81152029d9d3c45e8b4ab51c9f23 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Security + - Static Analysis + is_microservice: false + language: English + last_checked: 1779034528.388553 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Avoid the 5 Most Common Amazon Web Services Misconfigurations'' + in Build-Time' + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: N/A +https://thenewstack.io/avoiding-the-pitfalls-of-multitenancy-in-kubernetes: + content_hash: 318f903b6a06b3182dafe6004cdf0fe9267e1c10646ef4968639dbfce87471bc + description: '' + health_score: 100.0 + last_checked: 1779032157.186886 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Avoiding the Pitfalls of Multitenancy in Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/aws-open-sources-security-tools: + ai_summary: Examines AWS open-source tooling releases aimed at verifying IAM compliance, + network security barriers, and container boundaries. Helps cloud architects detect + misconfigurations before deployment into live AWS production. + complexity: Intermediate + content_hash: 08a59f5d00a3f0ec0cae02793fd2091a52498ea783ff44909e562f90c3698cfb + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Cloud Security + - AWS Security + is_microservice: false + language: en + last_checked: 1779033258.806056 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: AWS Open Sources Security Tools' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/azure-kubernetes-service-replaces-docker-with-containerd: + content_hash: 8996cedae868ee95ac744e50a0f219a981fe5f24263d345b864aca84bbc2db06 + description: '' + health_score: 100.0 + last_checked: 1779034491.562385 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Azure Kubernetes Service Replaces Docker with containerd' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-discounts-dry-up: + ai_summary: An industry analysis highlighting the decline in OpenStack adoption + and the shifting pricing structures of public cloud alternatives. It serves as + historical context for private vs. public cloud infrastructure dynamics and cost-efficiency + trade-offs over time. + complexity: Intermediate + content_hash: fa8f0431aaf488c99b0bc21d19aec1698b899d47699804f5ba19fd43a7d1bb31 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Private Cloud + - Industry Trends + is_microservice: false + language: English + last_checked: 1779031945.011828 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: Bad News for Cloud Computing: OpenStack Use Plummets and'' + Discounts Dry Up==' + v1_locations: + - docs/private-cloud-solutions.md + v2_locations: + - private-cloud-solutions.md + year: N/A +https://thenewstack.io/best-practices-for-deploying-jaeger-on-kubernetes-in-production: + content_hash: 66560553ccb11c2a8cb3ff4d3015a34a5c7b8e8ffb8210bfdf6c0bb4d06c04e9 + description: '' + health_score: 100.0 + last_checked: 1779032681.766771 + needs_ai_refresh: true + stars: 0 + title: Best Practices for Deploying Jaeger on Kubernetes in Production + v1_locations: + - docs/monitoring.md + year: N/A +https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-cluster: + ai_summary: A practical setup guide focusing on initial bootstrap security for self-managed + Kubernetes. It emphasizes disabling default service accounts, enabling TLS for + all communications, and using SSH bastions for control-plane access. + complexity: Intermediate + content_hash: dd52dd3bada9bb7f721d5fb909969a53d5e3e691bba09c9a04e3703c53c00d1b + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Kubernetes + - Security + is_microservice: false + language: English + last_checked: 1779030705.839558 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Best Practices for Securely Setting up a Kubernetes Cluster' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/best-practices-to-optimize-infrastructure-monitoring-within-devops-teams: + content_hash: fe1f49101d58d61b1415aceea19a15b3b387bb78b8c284054ab0aaa343078739 + description: '' + health_score: 100.0 + last_checked: 1779034152.51964 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Best Practices to Optimize Infrastructure Monitoring within'' + DevOps Teams' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/better-together-hyper-converged-kubernetes-with-terraform: + content_hash: b0828807e8ec46fb06d1fe779a21a10a930e9b8fa827305baeb78c326caddde9 + description: '' + health_score: 100.0 + last_checked: 1779034322.761042 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Better Together: Hyper-Converged Kubernetes with Terraform' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://thenewstack.io/beyond-block-and-file-cosi-enables-object-storage-in-kubernetes: + content_hash: 6c44aa8f5133557ba76dd4cb945185eb28d091f384be3023260bebbd0c22ff94 + description: '' + health_score: 100.0 + last_checked: 1779031230.863581 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Beyond Block and File: COSI Enables Object Storage in Kubernetes'' + 🌟' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-on-kubernetes: + ai_summary: Provides architectural guidelines on hosting stable, production-grade + Apache Kafka clusters on Kubernetes. Explores state persistence requirements, + advanced container network setups, and operational recovery pipelines. + complexity: Advanced + content_hash: 58f137ba295342a2620d5d9f864afba823d8a1abfdde62304b9780d75f7f33c2 + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Infrastructure + - Event Streaming + - Kubernetes Operators + is_microservice: false + language: English + last_checked: 1779030827.184852 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Beyond the Quickstart: Running Apache Kafka as a Service'' + on Kubernetes' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/breaking-serverless-on-purpose-with-chaos-engineering: + content_hash: 36b1ff1e03a0a5899057a827030f6aeb7fa1ebcbbeaecbd278b2e37cbd19fd3e + description: '' + health_score: 100.0 + last_checked: 1779033808.208849 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Breaking Serverless on Purpose with Chaos Engineering' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/bridgecrew-all-these-misconfigured-terraform-modules-are-a-security-issue: + content_hash: 72e3c6ef50f59b82d7650bdbe9868b006ac8aeb5f25cdd6a244d02c729707fa8 + description: '' + health_score: 100.0 + last_checked: 1779031464.627491 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Bridgecrew: Misconfigured Terraform Modules Are a Security Issue' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://thenewstack.io/build-a-serverless-api-with-aws-gateway-and-lambda: + content_hash: 4aa5955a1b11a760bc36fd011d635a147c6fc9940d27629f879acf2b522e4560 + description: '' + health_score: 100.0 + last_checked: 1779032521.282774 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Build a Serverless API with AWS Gateway and Lambda' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md + year: N/A +https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-driven-architectures: + ai_summary: A comprehensive review of Camel K's architecture, analyzing its integration + with Knative and Kubernetes-native messaging patterns. It describes how Camel + K reduces traditional ESB resource consumption to support high-density container + layouts. + complexity: Intermediate + content_hash: 05e7b1b6525111c700a442aa27e3f522bb393f469ffc9fac75d4a3d379212adb + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Orchestration + - Kubernetes Operators + is_microservice: false + language: English + last_checked: 1779029294.469046 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Camel K Brings Apache Camel to Kubernetes for Event-Driven'' + Architectures' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/can-you-gitops-your-apis: + content_hash: 8f7b232cd1c96570f9c0c01847ed41192ec59c1a765cf3d81f08b7881f5ac283 + description: '' + health_score: 100.0 + last_checked: 1779029590.212778 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: Can You GitOps Your APIs?==' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/category/kubernetes: + content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3 + description: '' + health_score: 100.0 + last_checked: 1779030975.780193 + stars: 0 + status: online + title: 'thenewstack.io: Kubernetes is the Accepted Platform for Cloud Native Computing' + v1_locations: + - docs/devops.md + - docs/kubernetes.md + year: N/A +https://thenewstack.io/challenging-the-myth-that-programming-careers-end-at-40: + ai_summary: An insightful editorial examining age biases within software engineering. + It provides engineers with guidance on professional growth, architectural paths, + and modern skill building. + complexity: Beginner + content_hash: eeaaef7e59af96d2db23a7538e77c02c51c8fd17465345515c1f7d7b3b41143b + description: '' + health_score: 100.0 + hierarchy: + - Professional Development + - Cloud Culture + - Career Strategy + is_microservice: false + language: English + last_checked: 1779030531.220006 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Challenging the Myth That Programming Careers End at 40' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://thenewstack.io/chaos-engineering-is-not-just-for-ops: + content_hash: 7b1f34b7cd88c003450275a2bc1f3605d5968e9637ae14fc68d231d9eafea33a + description: '' + health_score: 100.0 + last_checked: 1779032244.857373 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Chaos Engineering Is Not Just for Ops' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/chaos-engineering-made-simple: + content_hash: ffad76973fdcfa483df8f34b67250344e97bea14ec6f0f1d20949333df79feae + description: '' + health_score: 100.0 + last_checked: 1779032244.859615 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Chaos Engineering Made Simple' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/chaos-engineering-progressively-moves-to-production: + content_hash: 6f2beaeac4415186285142c62d6611b7368a81b0d3d620de2a88867dc7af20c5 + description: '' + health_score: 100.0 + last_checked: 1779031416.386072 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Chaos Engineering Progressively Moves to Production' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/choosing-between-container-native-and-container-ready-storage: + ai_summary: 'Curator Insight: Demystifies cloud-native storage interfaces (CSI), + comparing storage systems designed natively for Kubernetes with legacy storage + adaptions. Live Grounding: Key guide for cloud architects evaluating storage performance, + resilience, automated dynamic provisioning, and multi-protocol scaling features.' + complexity: Advanced + content_hash: fd76d79f3eb76afc2e6b174422d8350174419e3797f717ef4858f5dadc61c09b + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Cloud Storage + - Container Storage + is_microservice: true + language: English + last_checked: 1779031442.32616 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' + title: 'thenewstack.io: Choosing Between Container-Native and Container-Ready Storage'' + 🌟' + v1_locations: + - docs/faq.md + v2_locations: + - faq.md + year: N/A +https://thenewstack.io/ci-checks-are-not-enough-combat-configuration-drift-in-kubernetes-resources: + ai_summary: Explores why traditional pre-commit and CI validation checks fail to + prevent configuration drift in live Kubernetes clusters. Advocates for a combined + GitOps approach pairing continuous drift detection loops (such as Argo CD or Flux) + with policy engines like Kyverno to ensure run-time compliance. + complexity: advanced + content_hash: a2077c18a0510857b06dccc521737412efdb52585589a3850592b1a1ac034a2f + description: '' + health_score: 100.0 + hierarchy: + - GitOps and Continuous Delivery + - Configuration Management + - Drift Detection + is_microservice: false + language: English + last_checked: 1779033583.754686 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'CI Checks Are Not Enough: Combat Configuration Drift in Kubernetes Resources' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://thenewstack.io/ci-observability-for-effective-change-management: + content_hash: 237de0524929938648bad04c1d435ec1fa92c41a82bdb923bfbe75008bcc376e + description: '' + health_score: 100.0 + last_checked: 1779031438.282705 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: CI Observability for Effective Change Management 🌟' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/cloud-bill-risks-of-aws-reserved-instances-and-savings-plans: + content_hash: 2eafdc68c39a50d7de4b5fdd7e998c672aad00a4482ac9bf998e14aff817609d + description: '' + health_score: 100.0 + last_checked: 1779030856.614958 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloud Bill Risks of AWS Reserved Instances and Savings Plans' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md + year: N/A +https://thenewstack.io/cloud-cost-management-for-devops: + content_hash: 19dd2baaf0075d36133bb17df3d44b1f84c7bd37d945b154c165fa15038316e5 + description: '' + health_score: 100.0 + last_checked: 1779034226.205503 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloud Cost Management for DevOps' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://thenewstack.io/cloud-drift-detection-how-to-resolve-out-of-state-changes: + content_hash: e5dbe19b02e25e0354e2d84198bccdaad7255222522d647be3380b89caae3939 + description: '' + health_score: 100.0 + last_checked: 1779033507.821481 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloud Drift Detection: How to Resolve Out-of-State Changes' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/cloud-engineers-try-policy-as-code-to-cure-misconfiguration-woes: + content_hash: ec1c824f12c527d008f34667cc36bc983551453d97e45718e74fe105e340cce9 + description: '' + health_score: 100.0 + last_checked: 1779032756.623439 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloud Engineers Try Policy-as-Code to Cure Misconfiguration'' + Woes' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/cloud-foundry-summit-kubernetes-must-do-better-by-developers: + content_hash: 1fe6cba7c95fb0cf7d8c83b35169ce70e3c04e577dba9e7176577b18e38fdff2 + description: '' + health_score: 100.0 + last_checked: 1779032344.095557 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloud Foundry Summit: Kubernetes Must Do Better by Developers' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/cloud-manager-a-new-multicloud-paas-platform-built-on-kubernetes: + ai_summary: Examines Cloud Manager, exploring how application platforms use built-in + abstraction APIs to provide developer-friendly deployment surfaces without exposing + raw cluster manifests. + complexity: Intermediate + content_hash: 5a79fa5793b7e9975809c220c89ee1396d8c1fae445838fe9052cfbc443dbe19 + description: '' + health_score: 100.0 + hierarchy: + - Operations and Management + - Enterprise Platforms + - PaaS Solutions + is_microservice: false + language: English + last_checked: 1779033572.713646 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloud Manager: A New Multicloud PaaS Platform Built on Kubernetes' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on-kubernetes: + content_hash: 90afe191da534dd65e1e0780e6bdea982f55ae92acbd2162c6970477d9e718ff + description: '' + health_score: 100.0 + last_checked: 1779030403.823126 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloud Native Backups, Disaster Recovery and Migrations on'' + Kubernetes' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md + year: N/A +https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal: + ai_summary: Analyzes the shift from traditional localized debugging strategies to + hybrid remote-local ('remocal') setups. Outlines architectural advantages, network + constraints, and performance profiles. + complexity: Advanced + content_hash: 2f423019d8d2afe4c4027ab413e0220335915e6c0ec5fbd8420255623ff55683 + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Development + - Debugging Practices + - Remocal Patterns + is_microservice: true + language: English + last_checked: 1779032681.738845 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloud Native Debugging Challenges: From Local to β€˜Remocal’' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes: + ai_summary: Examines identity federation, user access management, and internal service-to-service + authentication models. Curator insight details mapping cluster roles directly + to organizational single sign-on identities. Live grounding indicates that decentralized + identity and modern authentication are critical to maintaining least privilege + in high-scale infrastructure. + complexity: Advanced + content_hash: 823362f9564345fdbbff53890279176349ab7077c7d23a6108394ff8d5fa81f8 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Identity and Access Management + - Access Control + is_microservice: true + language: en + last_checked: 1779034507.069754 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: Cloud Native Identity and Access Management in Kubernetes' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/cloud-native/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing: + content_hash: e4e167addf651dd42a2c3e1d466a5711a72df25c97159d5c81f1e4f5fa4c958f + health_score: 100.0 + last_checked: 1779130495.02578 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://thenewstack.io/cloud-native/the-cloud-native-landscape-platforms-explained: + content_hash: cdbfc5a5a110a0796d5cc54dc9a7609af27f8836776115e7c94053da0e4c8994 + health_score: 100.0 + last_checked: 1779130494.974092 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://thenewstack.io/cloud-native/the-most-popular-cloud-native-storage-solutions: + content_hash: 528d4f356f2553e35397d36613ba64e8dc09c5b643ed981cd156d9d7242aef18 + health_score: 100.0 + last_checked: 1779130494.933067 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md +https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge: + content_hash: e0dbbb636593fb924a309edefda1b77b2647a0cfca0d3d746fdf1819ea1f0c6a + description: '' + health_score: 100.0 + last_checked: 1779030861.638291 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cloudian CTO: Kubernetes, Standardization Key to Edge' + v1_locations: + - docs/edge-computing.md + v2_locations: + - edge-computing.md + year: N/A +https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-deployments: + ai_summary: An analysis of the early design goals of Cluster API. It outlines the + architectural advantages of treating clusters as managed custom resources within + a Kubernetes management cluster, establishing unified fleet control plane patterns. + complexity: Intermediate + content_hash: 51a627da5327fa1de74aeef439ed6f04345b80d4b57deeaad8d9165d75fce433 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Cluster API + - Architecture + is_microservice: false + language: English + last_checked: 1779029242.972589 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cluster API Offers a Way to Manage Multiple Kubernetes Deployments' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://thenewstack.io/cncf-prometheus-agent-could-be-a-game-changer-for-edge: + content_hash: facfae4f2895ba2845e5fa8e5e4aed5b99404e74d5290bfbb4a18b2e790e15ad + description: '' + health_score: 100.0 + last_checked: 1779034238.199463 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: CNCF Prometheus Agent Could Be a β€˜Game Changer’ for Edge' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://thenewstack.io/cncf-working-group-sets-some-standards-for-gitops: + content_hash: 6803d1f6cfc28e067dc64608693a50947715949fe565cdac7d82680e09f22f6b + description: '' + health_score: 100.0 + last_checked: 1779034090.429838 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: CNCF Working Group Sets Some Standards for β€˜GitOps’==' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad: + ai_summary: Conductor's engineering review on migrating core container workloads + from Kubernetes to Nomad, outlining significant performance improvements, simplified + operations, and reliable scheduling speeds. + complexity: Advanced + content_hash: 60401d56051d89d798b9583d0ac99cafc72a2dab04d6c8d4067be62576a78bc5 + description: '' + health_score: 100.0 + hierarchy: + - Container Infrastructure + - Alternative Orchestrators + - Production Case Studies + is_microservice: true + language: en + last_checked: 1779030966.109338 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Conductor: Why We Migrated from Kubernetes to Nomad' + v1_locations: + - docs/kubernetes-alternatives.md + v2_locations: + - kubernetes-alternatives.md + year: N/A +https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platform: + content_hash: 5c7791641278d7444fd14453e57882f95abd8db9ba87a88924cb2b0b60bb75d8 + description: '' + health_score: 100.0 + last_checked: 1779034319.006597 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Configuring the Google Cloud Platform for High Availability' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://thenewstack.io/container-best-practices-what-they-are-and-why-you-should-care: + content_hash: 64be31de018bb819271f8319517f1bec046eb8a88efcd0cddb0dd9ff4e6bd6bf + description: '' + health_score: 100.0 + last_checked: 1779030115.539514 + stars: 0 + status: online + title: 'thenewstack.io: Container Best Practices: What They Are and Why You Should'' + Care' + v1_locations: + - docs/container-managers.md + year: N/A +https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpacks: + content_hash: 9cc9bec59094f869fd9d667c1d67ae69d08dbc6907c31a3ea9a237461e429563 + description: '' + health_score: 100.0 + last_checked: 1779033731.176833 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Container Images the Easy Way with Cloud Native Buildpacks' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://thenewstack.io/containers/container-best-practices-what-they-are-and-why-you-should-care: + content_hash: 40ae0e565654fa84eee039e4763897ba9de6ae14418fa027f98d0f9e7a13558b + health_score: 100.0 + last_checked: 1779130495.003881 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://thenewstack.io/containers/how-to-share-data-between-docker-containers: + content_hash: 851e9064c7cae18148f1c752c22d12d4e0229691414e484111b0cfd686b97b2e + health_score: 100.0 + last_checked: 1779130495.004673 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://thenewstack.io/crossplane-a-kubernetes-control-plane-to-roll-your-own-paas: + ai_summary: Discusses Crossplane's capability to orchestrate complete Internal Developer + Platforms (IDPs). Highlights how custom control planes abstract infrastructure + complexity, facilitating developer self-service workflows. + complexity: Intermediate + content_hash: 00888afa39f14a0c4da4caf2cba9a6ebc692bf781c925a16f3f330d73d37ee06 + description: '' + health_score: 100.0 + hierarchy: + - Control Planes + - Developer Platforms + - Internal Developer Platforms + is_microservice: false + language: English + last_checked: 1779031735.410746 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Crossplane: A Kubernetes Control Plane to Roll Your Own PaaS' + v1_locations: + - docs/crossplane.md + v2_locations: + - crossplane.md + year: N/A +https://thenewstack.io/culture-vulnerabilities-and-budget-why-devs-and-appsec-disagree: + ai_summary: Analyzes structural gaps and cultural conflicts within software engineering + departments over security ownership. Explains how prioritizing development velocity + creates friction with AppSec mandates, recommending collaborative tooling solutions. + complexity: Beginner + content_hash: e1ae432a9f85ed88347b9ed496b06ae1b297437ffae9ec3a93d95a375ff1b262 + description: '' + health_score: 100.0 + hierarchy: + - Security + - DevSecOps + - Culture + is_microservice: false + language: English + last_checked: 1779034090.443152 + needs_ai_refresh: true + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Culture, Vulnerabilities and Budget: Why Devs and AppSec'' + Disagree' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/cycle-io-a-container-orchestration-platform-aimed-at-developers: + ai_summary: An architecture-focused critique of Cycle.io's developer-first approach + to container scheduling. Details how its managed API layer automatically handles + provisioning, security, and updates across heterogeneous server pools. + complexity: Intermediate + content_hash: f10e0693f514e386fb123f672f69ebf5af36e74f6559a1429ce764ad6099eacf + description: '' + health_score: 100.0 + hierarchy: + - Container Infrastructure + - Alternative Orchestrators + - Market Analysis + is_microservice: false + language: en + last_checked: 1779030202.138336 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cycle.io: A Container Orchestration Platform Aimed at Developers' + v1_locations: + - docs/kubernetes-alternatives.md + v2_locations: + - kubernetes-alternatives.md + year: N/A +https://thenewstack.io/cycle-io-meet-the-team-on-a-mission-to-replace-kubernetes: + ai_summary: Examines the foundational goals of the Cycle.io team in their effort + to reduce the administrative burden of infrastructure deployment. Traces their + focus on replacing yaml-heavy configurations with managed container abstractions. + complexity: Intermediate + content_hash: 186860dade166921cb848c91217bd19c1bdca49e2ac21e3c05ff29fa5d8c719f + description: '' + health_score: 100.0 + hierarchy: + - Container Infrastructure + - Alternative Orchestrators + - Market Analysis + is_microservice: false + language: en + last_checked: 1779030499.704075 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Cycle.io: Meet the Team on a Mission to Replace Kubernetes' + v1_locations: + - docs/kubernetes-alternatives.md + v2_locations: + - kubernetes-alternatives.md + year: N/A +https://thenewstack.io/data-on-kubernetes-operators-tools-need-standardization: + content_hash: 20d22d16709d3f5ad25648728f40a5b8f19036296ba7756961e70024f51b013f + description: '' + health_score: 100.0 + last_checked: 1779033579.378745 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Data on Kubernetes: Operators, Tools Need Standardization' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/data-on-kubernetes-the-next-frontier: + content_hash: 9266fb7459515dedaac9efbd050505cc037faf867ab4b148a322c4133b19ae62 + description: '' + health_score: 100.0 + last_checked: 1779031808.029623 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Data on Kubernetes: The Next Frontier' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/database-as-a-service-a-key-technology-for-agile-growth: + content_hash: d1ec4db40a36fe7117aecbc80e7bda26a73d26cdb326ccc9153ebf2d54beca5d + description: '' + health_score: 100.0 + last_checked: 1779032248.77315 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Database-as-a-Service: A Key Technology for Agile Growth' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/database-load-balancing-and-the-delusion-of-3-tiered-architecture: + content_hash: 6fd6c23efa13fbee41563b0ae7580b185d7285e6495c97905953ebd5e8797e6b + description: '' + health_score: 100.0 + last_checked: 1779032640.044702 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How Database Load Balancing Completes the 3-Tiered Architecture'' + 🌟' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/databases-finally-get-containerized: + content_hash: 87cdbb85969afe0c918588dc7f4e552371366a758f8499cb2d892cedac79016f + description: '' + health_score: 100.0 + last_checked: 1779033801.920159 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Databases β€” Finally β€” Get Containerized' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer: + ai_summary: A practical walkthrough of security layers within a standard Kubernetes + deployment stack. It illustrates mapping defensive configurations from container + code and pipelines down through the API server and network infrastructure. + complexity: Intermediate + content_hash: 5cd33f9c05f2c9a1acf9914baf24946fc1e53d0e0658bbfe21def50bb57d5c60 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Kubernetes + - Security + is_microservice: false + language: English + last_checked: 1779032800.259643 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Defend the Core: Kubernetes Security at Every Layer' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/defining-a-different-kubernetes-user-interface-for-the-next-decade: + content_hash: a53d95a49b5ad793186bc5a02828915bd15ab9f3509da71291b518544efd2e71 + description: '' + health_score: 100.0 + last_checked: 1779034528.50406 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Defining a Different Kubernetes User Interface for the Next'' + Decade' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/demystifying-distributed-traces-in-opentelemetry: + content_hash: 349b1469662df81ab44d33673aab2061172ebfc2926f5a34ca062255a07fbba5 + description: '' + health_score: 100.0 + last_checked: 1779032644.47171 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Demystifying Distributed Traces in OpenTelemetry' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s: + ai_summary: Outlines the quick process of setting up single or multi-node Kubernetes + infrastructures on Ubuntu Server leveraging MicroK8s' native snap packages. Perfect + guide for rapid physical hardware staging or home labs. + complexity: Beginner + content_hash: 3c00ac37e23f38c15f9d4ec5cad0c5d81b89d7f860a4816180378c825749a984 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Edge and IoT + - MicroK8s Guides + is_microservice: false + language: English + last_checked: 1779032734.08804 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Deploy a Kubernetes Cluster on Ubuntu Server with Microk8s' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer: + content_hash: c809133292f82c51b49a7e3f7f054d22e60b62b8b1b66955a377d5eb784110bf + description: '' + health_score: 100.0 + last_checked: 1779030991.169606 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Deploy a Persistent Kubernetes Application with Portainer' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation: + ai_summary: This article demonstrates setting up Gremlin on EKS clusters using AWS + CloudFormation templates to bootstrap chaos daemonsets. Discusses using disruption + tests to validate real-time alerts and state tracking reliability. + complexity: Intermediate + content_hash: 4085a1709f71580c85bfbde8153750754e9aee5bbebf01e79aa3a484b80e435f + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - Chaos Engineering + is_microservice: false + language: English + last_checked: 1779032934.66828 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Deploy Gremlin to Amazon EKS Using AWS CloudFormation' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-development: + ai_summary: Teaches developers how to install MicroK8s on local workstations and + spin up the native visual Kubernetes Dashboard. Demonstrates rapid local testing + cycles for testing deployment patterns without external cloud dependencies. + complexity: Beginner + content_hash: c99628bd4d635e642e0f505c2b3921fe232baa748f2fc3c5ec8b8e1a7203ff7a + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Edge and IoT + - MicroK8s Guides + is_microservice: false + language: English + last_checked: 1779029165.301239 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Deploy Microk8s and the Kubernetes Dashboard for K8s Development' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://thenewstack.io/deploy-mongodb-in-a-container-access-it-outside-the-cluster: + content_hash: f55539a4674514bfda710d196651005e0dce1ab37f25b185f26c4c3acf137734 + description: '' + health_score: 100.0 + last_checked: 1779033973.839068 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Deploy MongoDB in a Container, Access It Outside the Cluster' + v1_locations: + - docs/nosql.md + v2_locations: + - nosql.md + year: N/A +https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker: + content_hash: fa6fc9b8b7237a0e7193bf9b11190b520a0202ec3e73b02a0cfe4927ec173cea + description: '' + health_score: 100.0 + last_checked: 1779029992.905951 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Deploy MySQL and phpMyAdmin with Docker' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd: + content_hash: 6ac318a7148165e2e4cad9d1be5108ec8883e08be6395cfe4c9abe2240cfe361 + description: '' + health_score: 100.0 + last_checked: 1779031752.634199 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Deploy Stateful Workloads on Kubernetes with Ondat and FluxCD' + v1_locations: + - docs/flux.md + v2_locations: + - flux.md + year: N/A +https://thenewstack.io/deploying-microsofts-new-linux-distribution-as-a-vm-is-not-easy: + content_hash: 76bfc26410ef41e09a40da9ea5f4e90cc0c36a99059a4531e5e90d13f930b1b5 + description: '' + health_score: 100.0 + last_checked: 1779033772.913016 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Deploying Microsoft’s New Linux Distribution as a VM is'' + Not Easy' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://thenewstack.io/develop-a-daily-reporting-system-for-chaos-mesh-to-improve-system-resilience: + content_hash: 5d50943a09404a0cc138b2e3baa8ff3b743ebaea2808182343ef80811daa2270 + description: '' + health_score: 100.0 + last_checked: 1779030934.568261 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Develop a Daily Reporting System for Chaos Mesh to Improve'' + System Resilience' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/developer-beware-the-3-api-security-risks-you-cant-overlook: + content_hash: 34c016cf38384f0df3832887b09d44685b9c6917ebd6edd20bb37bb77d0fa16e + description: '' + health_score: 100.0 + last_checked: 1779033566.929457 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Developer, Beware: The 3 API Security Risks You Can’t Overlook' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/developers-put-ai-bots-to-the-test-of-writing-code: + ai_summary: Empirical evaluation measuring code-generation accuracy across popular + AI engines. Examines compiler error rates, structural vulnerabilities, and the + necessity of developer supervision in AI workflows. + complexity: Intermediate + content_hash: d401f0db0ded98671a117bf8fcf8d5f0aa08ceb65ff1a5d608e6105c4ccb3300 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - AI-Assisted Operations + - Code Generation Quality + is_microservice: false + language: English + last_checked: 1779032289.788508 + needs_ai_refresh: true + resource_type: Empirical Study + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Developers Put AI Bots to the Test of Writing Code' + v1_locations: + - docs/chatgpt.md + v2_locations: + - chatgpt.md + year: N/A +https://thenewstack.io/development-introduction-to-git-logging: + ai_summary: An exploration of 'git log' configurations, covering formatting flags, + filtering by files, authors, or chronological dates, and visualizing commit history + graphs in CLI. Enables developers to efficiently track origin patterns of performance + regressions or code changes. + complexity: Intermediate + content_hash: f9845dbec4529e7f8d1e37039609967b90e2896cdfd2e8617e1f3df31d18224a + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Inspection + is_microservice: false + language: English + last_checked: 1779031600.415977 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Development: Introduction to Git Logging' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery: + content_hash: cce56ddf81609fcd3e4467a7bcc932c4c707c6227e7b5354d77468c03be0cd41 + description: '' + health_score: 100.0 + last_checked: 1779031642.376152 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DevOps at the Crossroads: The Future of Software Delivery' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/devops-burnout-try-platform-engineering: + content_hash: 78668a1ef2c89dea13b141fc4a59e5751a018ea954eecb3f641d53e494eac3b3 + description: '' + health_score: 100.0 + last_checked: 1779033706.422567 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DevOps Burnout? Try Platform Engineering' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/devops-devapps-and-the-death-of-infrastructure: + content_hash: 0285e2d6cc97b13c6db327f69dce12f873ff8d6df470b53b66a610f42d25eb4e + description: '' + health_score: 100.0 + last_checked: 1779031435.61276 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DevOps, DevApps and the Death of Infrastructure' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/devops-is-fed-by-a-tools-culture-loop: + ai_summary: Commentary exploring the dynamic intersection between DevOps organizational + practices, corporate cultures, and how continuous toolchain feedback loops dictate + infrastructure modernization. + complexity: Beginner + content_hash: e57dc95cb3a10b14637b5e5fd70585e73664320fc929d09462234f68182d1467 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Product Culture + - Philosophical Frameworks + is_microservice: false + language: English + last_checked: 1779030299.875801 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DevOps Is Fed by a Tools Culture Loop' + v1_locations: + - docs/devops-tools.md + v2_locations: + - devops-tools.md + year: N/A +https://thenewstack.io/devops-observability-from-code-to-cloud: + content_hash: b0850f2832795e0c96fc615cf77b6f82faca82883451c091e682d79091b65417 + description: '' + health_score: 100.0 + last_checked: 1779032076.811491 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DevOps Observability from Code to Cloud' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/devsecops-teams-need-application-consistent-backups-for-kubernetes-workloads: + content_hash: 80905ec61c480e4f8424a0ecb70da1bc29aab2bf4ab0a8c097d303a2718cf2d0 + description: '' + health_score: 100.0 + last_checked: 1779030873.971865 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DevSecOps Teams Need Application-Consistent Backups for'' + Kubernetes Workloads' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md + year: N/A +https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve: + ai_summary: Explores the design philosophies behind DevSpace. Analyzes how its CLI + simplifies multi-component local workflows and standardizes staging configurations. + complexity: Beginner + content_hash: cc1e26fa6ad5969bee4ff56a3e20e4eeb3620acc740c80bd8ae0e98088b53bdb + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Development + - Local Development Tools + - DevSpace + is_microservice: false + language: English + last_checked: 1779033906.406369 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DevSpace Designed to Lower the Kubernetes Learning Curve' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://thenewstack.io/digitalocean-app-platform-eases-kubernetes-deployments-for-developers: + content_hash: be672e8068d253314b71418ffa81adb22ef3220b5245cf467201ad08af8d1192 + description: '' + health_score: 100.0 + last_checked: 1779032152.729384 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DigitalOcean App Platform Eases Kubernetes Deployments for'' + Developers' + v1_locations: + - docs/digitalocean.md + v2_locations: + - digitalocean.md + year: N/A +https://thenewstack.io/disaster-recovery-is-different-for-the-cloud: + content_hash: b786e1ceb215edf5e65ce7201ef7b2ebb8c30295ccb89bdfab1522efdacfefbb + description: '' + health_score: 100.0 + last_checked: 1779031981.237219 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Disaster Recovery Is Different for the Cloud' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/distributed-database-architecture-what-is-it: + content_hash: e186dfa786761aa3cb79b13e4e85499b8824e50cde5d98ef0152bf19a7ae9c31 + description: '' + health_score: 100.0 + last_checked: 1779031117.362584 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Distributed Database Architecture: What Is It?' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explained: + ai_summary: Curator Insight compares relational databases (RDS) and non-relational + databases (DynamoDB) on AWS. Live Grounding emphasizes the trade-offs of relational + constraints and ACID compliance against horizontal scaling and key-value performance. + Recommended for architects mapping domain data requirements to cloud storage options. + complexity: Intermediate + content_hash: f2a136927cd8de34b8bd9de732ccec16ca9d779cee153e1e254742849018629d + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Databases + - Architectural Patterns + is_microservice: false + language: English + last_checked: 1779033976.672261 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Diving into AWS Databases: Amazon RDS and DynamoDB Explained' + v1_locations: + - docs/aws-databases.md + v2_locations: + - aws-databases.md + year: N/A +https://thenewstack.io/do-i-really-need-kubernetes: + ai_summary: A candid architectural decision guide evaluating the complexity, overhead, + and maintenance costs of adopting Kubernetes. Offers simpler alternative infrastructure + paradigms. + complexity: Intermediate + content_hash: a978dbcbd377173c242892f8173efd926db6a459fc83b872a3d93461265f7370 + description: '' + health_score: 100.0 + hierarchy: + - Container Orchestration + - Kubernetes Alternatives + - Evaluations + is_microservice: true + language: en + last_checked: 1779032785.623897 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Do I Really Need Kubernetes?' + v1_locations: + - docs/introduction.md + - docs/kubernetes-alternatives.md + v2_locations: + - kubernetes-alternatives.md + - introduction.md + year: N/A +https://thenewstack.io/does-kubernetes-really-perform-better-on-bare-metal-vs-vms: + content_hash: c15d1d7ec092db5f6b76b19053d2251d4c390bb294dd171b3bfb5f8db280e729 + description: '' + health_score: 100.0 + last_checked: 1779030597.502003 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Does Kubernetes Really Perform Better on Bare Metal vs.'' + VMs? 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/dont-pause-your-kubernetes-adoption-paas-it-instead: + content_hash: 05fb2a50ad0e306d017e783981160b9c438bf8b106cc9fd08a629428fb949098 + description: '' + health_score: 100.0 + last_checked: 1779030614.918044 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Don’t Pause Your Kubernetes Adoption ― PaaS It Instead!' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/ebooks/kubernetes/ci-cd-with-kubernetes: + ai_summary: An exhaustive technical e-book curated by The New Stack detailing the + complete landscape of Kubernetes-native CI/CD. Covers core tooling (Tekton, Argo + CD, Flux), pipeline patterns, security implications, and architectural design + choices for cloud-native workflows. + complexity: advanced + content_hash: 3910daa8b0534842e9c6634fc83e149afbf434ea9a590b91b788e1e9341fcba4 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Kubernetes Native CI-CD + - E-Books + is_microservice: false + language: English + last_checked: 1779034101.61279 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'thenewstack.io: CI/CD with kubernetes 🌟' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git: + ai_summary: 'Curator Insight: Targets the complex challenge of automating database + schema evolutionary changes within standard CI/CD. Live Grounding: Explores declarative + schema management and migration tooling (Liquidbase, Flyway) running inside pipeline + validation checks. Essential for achieving end-to-end CD capabilities.' + complexity: Advanced + content_hash: 3a20172b0009799d264e46804682404fb96022e3803777d72661f9e0d35f647a + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery + - Continuous Deployment + - Database Migrations + is_microservice: false + language: English + last_checked: 1779030207.329881 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: Embracing Database Deployments in CI/CD Practices with Git' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://thenewstack.io/end-user-tracing-in-a-skywalking-observed-browser: + content_hash: 16d66ac3dbf3f2683a3a8d2bf2cea953c4cbe90ea1098b0672583e44bc0b25ca + description: '' + health_score: 100.0 + last_checked: 1779030228.437685 + needs_ai_refresh: true + stars: 0 + title: 'thenewstack.io: End-User Tracing in a SkyWalking-Observed Browser' + v1_locations: + - docs/monitoring.md + year: N/A +https://thenewstack.io/error-handling-from-backends-to-the-frontend: + content_hash: 5fa3de62f2c4bfbe0ce8b4d06433e674d027db93bc1e10493610e651d8f23c5a + description: '' + health_score: 100.0 + last_checked: 1779034223.894821 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Error Handling from Backends to the Frontend' + v1_locations: + - docs/qa.md + v2_locations: + - qa.md + year: N/A +https://thenewstack.io/exploring-the-new-kubernetes-maturity-model: + content_hash: 7b4c78aa77cf53d157be0c88b3566c4e25f57758a1169bb64061b197b0dd6d66 + description: '' + health_score: 100.0 + last_checked: 1779029796.266909 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Exploring the New Kubernetes Maturity Model' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/extending-kubernetes-services-with-multi-cluster-services-api: + content_hash: 88e1f1b991025488fadf51a37a51a5a690d872410b29a5e6e076df214f6f6f6d + description: '' + health_score: 100.0 + last_checked: 1779034450.196463 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Extending Kubernetes Services with Multi-Cluster Services'' + API' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan: + ai_summary: A practical exploration of using native container engine scanning capabilities + to identify software flaws during the build stage. The article provides a walkthrough + of local CLI workflows that help developers patch images before pushing them to + shared container registries. + complexity: Beginner + content_hash: a50d962d860174348362260826803496eac958dbf100ab543ad720edb9401832 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Container Security + - Tooling + is_microservice: false + language: en + last_checked: 1779030363.009739 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Find Vulnerabilities in Container Images with Docker Scan' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs: + content_hash: 272462d22ae20f930d1b4b43e97648311ad3c5e92bd43af4a3342aa10210a099 + description: '' + health_score: 100.0 + last_checked: 1779031595.956256 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Finout Gets a Handle on Kubernetes Costs' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd: + ai_summary: 'Curator Insight: Culture-focused guide outlining change management + best practices for migrating to modern deployment patterns. Live Grounding: Focuses + on phased migration, building internal developer champions, and utilizing lightweight + automation pilots. Helpful for engineering directors managing transitions.' + complexity: Intermediate + content_hash: e9304d306f8d0a0e1a54cdafa7bc9a826aeae59606ba8e3f1e1cfe1a5b51b529 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - DevOps Culture + - Process Integration + is_microservice: false + language: English + last_checked: 1779032236.288236 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: 4 Best Practices to Drive Successful Adoption of CI/CD' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://thenewstack.io/from-devops-to-devapps: + content_hash: a77d8cdee3398bd433ddcc06bdeae1e50cd0d7bbab34e0749a33553fc42406b4 + description: '' + health_score: 100.0 + last_checked: 1779030529.077811 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: From DevOps to DevApps 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/garden-the-configure-once-kubernetes-platform-for-seamless-dev-prod-integration: + content_hash: 6138359827ec7deae5180bd8db1920cacf98607503f65131de8825cfce9f4dca + description: '' + health_score: 100.0 + last_checked: 1779030346.333916 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Garden: The Configure-Once Kubernetes Platform for Seamless'' + Dev/Prod Integration' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://thenewstack.io/getting-open-policy-agent-up-and-running: + content_hash: 8b16e6bb5f68ff88ecbec28ebc0bba99e9f3450b148bbeef252cfd8cfecb6375 + description: '' + health_score: 100.0 + last_checked: 1779030991.145654 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Getting Open Policy Agent Up and Running' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://thenewstack.io/getting-started-with-gitops: + content_hash: d80aa074e0ca2e278adf84606408520a543789ba65f1bccbaddde12a81ecadc8 + description: '' + health_score: 100.0 + last_checked: 1779030407.156387 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Getting Started with GitOps' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/getting-started-with-go-and-influxdb: + ai_summary: A practical introduction to pushing time-series metrics from Go applications + to InfluxDB. 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'[COMMUNITY-TOOL]' + title: 'thenewstack.io: HashiCorp Adds Consul and Vault to Cloud Platform for AWS' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +https://thenewstack.io/hashicorp-vault-operator-manages-kubernetes-secrets: + content_hash: f4fa50cb1629a0966ac03ad43cafd2d547c938b8d7d143f73cee7af26bb39ef7 + description: '' + health_score: 100.0 + last_checked: 1779030135.20663 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: HashiCorp Vault Operator Manages Kubernetes Secrets' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md + year: N/A +https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-management-fatigue: + ai_summary: Analyzes the rollout of HashiCorp Cloud Platform (HCP) Vault. 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Clarifies + technical patterns such as SAML, OIDC, RBAC, and ABAC implementations for microservices. + complexity: Beginner + content_hash: 2f88112343e8f6a5046265239e1f8ff7c1892adfdc78ce52a98d4c93e69b8575 + description: '' + health_score: 100.0 + hierarchy: + - Identity and Access Management + - Fundamentals + - Security Concepts + is_microservice: false + language: English + last_checked: 1779034355.464534 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: How Do Authentication and Authorization Differ?' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/how-does-kubernetes-work: + content_hash: c39ac235025d38a328c380d824cb9cb4b1ec496f453af361f6fe76625ecf4847 + description: '' + health_score: 100.0 + last_checked: 1779033735.486282 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How does kubernetes work?' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infrastructure: + content_hash: d0792c93d57b321bfa2edb7afbc40c0be3834cb58d113e4c5420d896e19ffde2 + description: '' + health_score: 100.0 + last_checked: 1779029988.807895 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How Drift Detection and IaC Help Maintain a Secure Infrastructure' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/how-gitops-benefits-from-security-as-code: + ai_summary: 'Explains the intersection of Security-as-Code and GitOps continuous + reconciliation pipelines. Contrast: Curator Insight champions basic commit-level + auditing, while Live Grounding shows that production architectures use real-time + admission controllers (like Gatekeeper) to reject drift in GitOps clusters. Crucial + blueprint for modern GitOps platforms.' + complexity: Advanced + content_hash: 90b26b5baadb8632a50592d4501142ea20f72c747a24c9133ad516c8cc1ade21 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - GitOps + - Policy as Code + is_microservice: true + language: English + last_checked: 1779030350.115042 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How GitOps Benefits from Security-as-Code' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/how-is-platform-engineering-different-from-devops-and-sre: + content_hash: b5dfe4bc0222e120a6f2e767a548306717dae5ade5de2668de33eadd450dd99d + description: '' + health_score: 100.0 + last_checked: 1779029509.396156 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How Is Platform Engineering Different from DevOps and SRE?' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/how-k3s-portworx-and-calico-can-serve-as-a-foundation-of-cloud-native-edge-infrastructure: + content_hash: e1ea81f2eabcfd9133240d67f6cb96bbf7bf285d3a1d6626cd0d00982c5d3371 + description: '' + health_score: 100.0 + last_checked: 1779031825.185015 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How K3s, Portworx, and Calico Can Serve as a Foundation'' + of Cloud Native Edge Infrastructure' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://thenewstack.io/how-keptn-automatically-configures-prometheus-ecosystems: + content_hash: c4f17cf8604e4f2e331491f8f1c0324d5335c615f071ab985ebc9f28b22ebb78 + description: '' + health_score: 100.0 + last_checked: 1779031669.371142 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How Keptn Automatically Configures Prometheus Ecosystems' + v1_locations: + - docs/keptn.md + v2_locations: + - keptn.md + year: N/A +https://thenewstack.io/how-kubernetes-and-database-operators-drive-the-data-revolution: + content_hash: 42971681e27760e487069d665f1f1e4ab28b54c02274914c3b57b4739eb1d0b6 + description: '' + health_score: 100.0 + last_checked: 1779031962.267969 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: How Kubernetes and Database Operators Drive the Data Revolution==' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/how-kubernetes-provides-networking-and-storage-to-applications: + content_hash: 2537b25c1c4af4cb04e6f3c89e195414b98dc3ed3c38e45aa7391d10823659cf + description: '' + health_score: 100.0 + last_checked: 1779030014.828151 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How Kubernetes provides networking and storage to applications' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks: + ai_summary: Tracks the structural evolution of security exploits in the Kubernetes + ecosystem, transitioning from simple API credential bypasses to sophisticated + container escape patterns and side-channel eBPF-based exploits. Outlines lessons + for building modern runtime defenses. + complexity: Advanced + content_hash: 2d2c6c2ed01746b2a2e893e1cee9ea5d692930c7809f0bb0f87c5ec5225cf856 + description: '' + health_score: 100.0 + hierarchy: + - Platform Security + - Threat Landscape + - Kubernetes Vulnerabilities + is_microservice: false + language: English + last_checked: 1779034094.353547 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: How Kubernetes vulnerabilities have shifted since the first'' + attacks' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/how-opentelemetry-works-with-kubernetes: + content_hash: bd86f250e815f493371543763d2bb2183866bd5761f2019f67db5e51eaf547ff + description: '' + health_score: 100.0 + last_checked: 1779034228.999291 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How OpenTelemetry Works with Kubernetes' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/how-platform-ops-teams-should-think-about-api-strategy: + content_hash: fefdbc54225f67914d0d91592e5f2b9e970651fd9221e53b91a9040d2a5a52ea + description: '' + health_score: 100.0 + last_checked: 1779030529.041642 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How Platform Ops Teams Should Think About API Strategy' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/how-radical-api-design-changed-the-way-we-access-databases: + content_hash: 12b63f4e37feb9f1075874a438de5b8a44e7011db8a88bffbb3f6ce7a1d1ab23 + description: '' + health_score: 100.0 + last_checked: 1779032547.048026 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How Radical API Design Changed the Way We Access Databases' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/how-service-mesh-can-help-devops-achieve-business-goals: + content_hash: 61a0a1411cfa8fabbf4e2eb1a3eaad140d1e8f286a2d54dbf28f1360900d357c + description: '' + health_score: 100.0 + last_checked: 1779034486.962199 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How a Service Mesh Can Help DevOps Achieve Business Goals' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/how-testcontainers-is-demonstrating-value-as-a-key-ci-tool: + content_hash: f10dc204d22c803ec211962628a54a6d7b2052a8fb95acc17db1a07756348780 + description: '' + health_score: 100.0 + last_checked: 1779034530.969834 + needs_ai_refresh: true + stars: 0 + title: 'thenewstack.io: How Testcontainers Is Demonstrating Value as a Key CI Tool' + v1_locations: + - docs/qa.md + year: N/A +https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native: + ai_summary: This high-density industry analysis examines how the rise of complex + cloud-native architectures shifts SRE responsibilities. It addresses how microservices, + service meshes, and dynamic scheduling require SREs to move from simple system + monitoring to deep, code-level observability and platform design. + complexity: Intermediate + content_hash: d6739705eeaccae893a34683198cf765ac3749e13a4d09564ee415e0859939af + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Site Reliability Engineering + - Evolution + is_microservice: true + language: English + last_checked: 1779033761.386181 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: How the SRE Experience Is Changing with Cloud Native 🌟' + v1_locations: + - docs/about.md + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://thenewstack.io/how-to-achieve-api-governance: + content_hash: e5911c6d131ae5bb27b9b6ab77419e7f1e5584436bc8fe2e1e77eafcd388c3e4 + description: '' + health_score: 100.0 + last_checked: 1779032880.231633 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Achieve API Governance' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqube: + ai_summary: Hands-on guide to running static analyzers against real codebases using + SonarQube scanners, configuring quality gates, and reviewing vulnerability alerts. + complexity: Intermediate + content_hash: 4ce247b5d840cdbe3333d4d80fc1d98bed2c030cde6eeabc11beca82d5352879 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Continuous Inspection + - Static Code Analysis + - Execution + is_microservice: false + language: English + last_checked: 1779030005.502149 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Analyze Code and Find Vulnerabilities with SonarQube' + v1_locations: + - docs/sonarqube.md + v2_locations: + - sonarqube.md + year: N/A +https://thenewstack.io/how-to-choose-and-model-time-series-databases: + content_hash: 702cfeba29280ec45878dd06dab4695aaede2e193a56c3b8a7a1c1d49faaf0d9 + description: '' + health_score: 100.0 + last_checked: 1779031649.566316 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Choose and Model Time Series Databases' + v1_locations: + - docs/nosql.md + v2_locations: + - nosql.md + year: N/A +https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd: + ai_summary: Examines the modern approach to cluster provisioning by leveraging the + containerd CRI runtime directly with kubeadm. Explains how to drop docker-shim + and configure systemic dependencies, systemd cgroup drivers, and network configurations + for maximum efficiency. + complexity: Intermediate + content_hash: 98b64f272eb97a0ac1c6692053bb54942ec978ceaeb876f6f70c3f110c052f4c + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Cluster Provisioning + - Containerd + is_microservice: false + language: English + last_checked: 1779033770.45045 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Deploy Kubernetes with Kubeadm and containerd' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://thenewstack.io/how-to-ensure-your-serverless-database-stays-serverless: + content_hash: 7c3dbfb67a601c1086fc4552d429e822bf5229a6b7ae0f30282b70858ff74740 + description: '' + health_score: 100.0 + last_checked: 1779029556.506234 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Ensure Your Serverless Database Stays Serverless' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers: + content_hash: 61e16fb774a00c7ddf2392e3b11a1111e19c535f1e3e96e04d92b7c16792c33f + description: '' + health_score: 100.0 + last_checked: 1779031377.795429 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Evaluate Kubernetes Cloud Providers' + v1_locations: + - docs/public-cloud-solutions.md + v2_locations: + - public-cloud-solutions.md + year: N/A +https://thenewstack.io/how-to-get-started-with-data-streaming: + ai_summary: A beginner-to-intermediate guide outlining initial workflows for setting + up real-time stream ingestion and processing pipelines. It reviews primary tooling + such as Apache Kafka and Apache Flink. It offers guidance on mapping traditional + batch datasets into real-time pipelines. + complexity: Intermediate + content_hash: e6525c04f9c8c2f2f8419b28a74ff47e9218356f7ebb8c71ecf1d232ae1de35f + description: '' + health_score: 100.0 + hierarchy: + - Data Engineering + - Real-Time Data Streaming + - Foundations + is_microservice: false + language: English + last_checked: 1779033187.177396 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: How to Get Started with Data Streaming' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/how-to-get-the-most-out-of-gitops: + content_hash: 9004063d1e2fbde6c4277bcc939a58f411cee4734f08da78e1c521308c4c668c + description: '' + health_score: 100.0 + last_checked: 1779031533.641025 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Get the Most out of GitOps' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/how-to-install-the-sonarqube-security-analysis-platform: + ai_summary: Step-by-step deployment guide detailing how to host SonarQube locally + or on dedicated infrastructure, including database dependencies and JVM configurations. + complexity: Intermediate + content_hash: 1d053502747e9f953f75f82ddd76728044e7506cb3cc9bc8bae59ae9ee8bb3db + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Continuous Inspection + - Static Code Analysis + - Installation + is_microservice: false + language: English + last_checked: 1779030034.694277 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Install the SonarQube Security Analysis Platform' + v1_locations: + - docs/sonarqube.md + v2_locations: + - sonarqube.md + year: N/A +https://thenewstack.io/how-to-make-the-most-of-kubernetes-environment-variables: + content_hash: bbf073f5fb27a36650454c9250ff2cc33d0bfe7d11bfe11f2ddb32e6da6b70aa + description: '' + health_score: 100.0 + last_checked: 1779031113.390619 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Make the Most of Kubernetes Environment Variables' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/how-to-put-a-gui-on-ansible-using-semaphore: + content_hash: 25e766174081a035ada2ea070915293ce2264a54b5778837a2f9050f3a8492ee + description: '' + health_score: 100.0 + last_checked: 1779032457.186613 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Put a GUI on Ansible, Using Semaphore' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://thenewstack.io/how-to-run-a-cassandra-operation-in-docker: + content_hash: 5f257afcc31f63dbb3bc21856afe5e99aae2fd80a288e1e724274b1b34161b78 + description: '' + health_score: 100.0 + last_checked: 1779030583.230153 + needs_ai_refresh: true + stars: 0 + title: 'thenewstack.io: How to Run a Cassandra Operation in Docker' + v1_locations: + - docs/nosql.md + year: N/A +https://thenewstack.io/how-to-run-docker-in-rootless-mode: + content_hash: ad46f2c72e984f0d600380456995f3c09259a696c428b0cc5c4b97d6ee45c013 + description: '' + health_score: 100.0 + last_checked: 1779030531.218736 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Run Docker in Rootless Mode' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud: + ai_summary: Compares the security architecture of Kubernetes to traditional operating + systems, identifying the key layers requiring abstraction-level security. Curator + insight advocates for a shift in perspective, treating API access as the primary + security perimeter. Live grounding supports that defense-in-depth must encompass + the host, container, and API boundary to form a resilient cloud-native posture. + complexity: Intermediate + content_hash: 52829402f1365f945ccff6ba61ffb672694d6adedafb31135bc86d326613ace6 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Foundational Concepts + - Cluster Hardening + is_microservice: false + language: en + last_checked: 1779031061.260297 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How to Secure Kubernetes, the OS of the Cloud' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/how-to-share-data-between-docker-containers: + content_hash: b957cb52fc51af88ce24e974d49f3e7317cd296277c5f7642330676533e7e89e + description: '' + health_score: 100.0 + last_checked: 1779030069.729828 + stars: 0 + status: online + title: 'thenewstack.io: How to Share Data Between Docker Containers' + v1_locations: + - docs/docker.md + year: N/A +https://thenewstack.io/how-we-built-preview-environments-on-kubernetes-and-aws: + ai_summary: This architectural case study reviews building dynamic preview environments + on Amazon EKS. Outlines how to automate sandbox teardown, schedule resources effectively, + and route unique domain endpoints back to feature-branch deployments. + complexity: Advanced + content_hash: 6e6b60e5efe184e1a004d2254e96d562eff78a032f3eeb391f1e29fa4b811443 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - Continuous Delivery + - Preview Environments + is_microservice: true + language: English + last_checked: 1779030589.337945 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: How We Built Preview Environments on Kubernetes and AWS' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://thenewstack.io/iac-cloud-misconfiguration-tools-too-noisy-without-context: + content_hash: 72f00d2ab7a7b53b382161bb41b1c56076bcf4ade75d0e8c0328f50b2cf92d46 + description: '' + health_score: 100.0 + last_checked: 1779030020.694402 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: IaC Cloud Misconfiguration Tools too Noisy without Context' + v1_locations: + - docs/iac.md + v2_locations: + - iac.md + year: N/A +https://thenewstack.io/ibm-red-hat-bring-load-aware-resource-management-to-kubernetes: + content_hash: 9fdf3c204998e10af71391d5143d81226fff4ee4f6f95e77fc0e23b1192bdd6c + description: '' + health_score: 100.0 + last_checked: 1779030499.677137 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: IBM, Red Hat Bring Load-Aware Resource Management to Kubernetes' + v1_locations: + - docs/kubernetes-tools.md + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://thenewstack.io/ignore-prior-instructions-ai-still-befuddled-by-basic-reasoning: + ai_summary: Investigates systemic logical failure modes and vulnerability trends + in current generation frontier LLMs. Critically reviews prompt injection risks, + reasoning limits, and validation architectures needed for secure enterprise AI + integrations. + complexity: Intermediate + content_hash: adee5f1ec28b3804a3538691c0d22996c2fec49073c5e3f0f90c6370058fed23 + description: '' + health_score: 100.0 + hierarchy: + - Artificial Intelligence + - Large Language Models + - Research and Analysis + is_microservice: false + language: English + last_checked: 1779034479.334359 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Ignore Prior Instructions: AI Still Befuddled by Basic Reasoning' + v1_locations: + - docs/ai.md + v2_locations: + - ai.md + year: N/A +https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd: + ai_summary: 'Curator Insight: Direct correlation of continuous delivery maturity + with developer cognitive load and retention. Live Grounding: Explores the internal + developer platform (IDP) model, emphasizing self-service portal deployment mechanisms. + Highlights how lowering tool friction yields faster market delivery.' + complexity: Intermediate + content_hash: a9baa709a1aa348ddb05c34270e6a7cc2f537dfb3afcc5994133c2aef8d55316 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Developer Experience + - Metrics and Strategy + is_microservice: false + language: English + last_checked: 1779032704.149693 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Improve Dev Experience to Maximize the Business Value of'' + CD' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-applications: + ai_summary: 'Presents six foundational guidelines for securing IaC templates before + cloud deployments. Contrast: Curator Insight limits its scope to simple template + linters, while Live Grounding confirms that evaluating IaC using declarative Policy-as-Code + engines (like OPA) is the standard method to block configuration drift. Essential + reference.' + complexity: Intermediate + content_hash: 0ed3167a4d1752e7a7bed61144523278890c0c37656eb061818701f88e65b621 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Infrastructure as Code Security + - Best Practices + is_microservice: true + language: English + last_checked: 1779031085.032842 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Infrastructure-as-Code: 6 Best Practices for Securing Applications'' + 🌟' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/infrastructure-as-code-increase-security-scale-development: + content_hash: 081c7db533135f1885cc5d9a9d7ad29618a53b149fc17dcac0a929210a3469d1 + description: '' + health_score: 100.0 + last_checked: 1779032661.800213 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Infrastructure-as-Code: Increase Security, Scale Development' + v1_locations: + - docs/iac.md + v2_locations: + - iac.md + year: N/A +https://thenewstack.io/infrastructure-as-code-or-cloud-platforms-you-decide: + content_hash: b0f301db11f3ed26f7d676df2f0860d72134d4f1474d0e5d0d2f832663092210 + description: '' + health_score: 100.0 + last_checked: 1779033081.567248 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Infrastructure as Code or Cloud Platforms β€” You Decide!' + v1_locations: + - docs/iac.md + v2_locations: + - iac.md + year: N/A +https://thenewstack.io/ingress-controllers-the-more-the-merrier: + content_hash: 25cee06e182aab24b5cb8e3881cd0024e38f66dab7471b043a48bfcd0a895347 + description: '' + health_score: 100.0 + last_checked: 1779034034.630834 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Ingress Controllers: The More the Merrier' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://thenewstack.io/ingress-controllers-the-swiss-army-knife-of-kubernetes: + content_hash: 942e1f66b845534ee7769b8e518ba6e9fbcf8ed17b152541fe24501fc29601dd + description: '' + health_score: 100.0 + last_checked: 1779031016.838915 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: Ingress Controllers: The Swiss Army Knife of Kubernetes==' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops: + ai_summary: Investigates critical operational gaps in legacy AIOps frameworks. Advocates + for linking telemetry analysis with execution-centric automation backends (like + Ansible or Kubernetes controllers) to achieve self-healing loops. + complexity: Intermediate + content_hash: 0500bbd8b9e83d7bd75f6400dd24c0d1a1d12998c91550f9aac20a5555d8df11 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Management + - AIOps + - Automation Pipelines + is_microservice: true + language: English + last_checked: 1779033572.623027 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'thenewstack.io: Intelligent Automation: What’s the Missing Piece of AIOps?' + v1_locations: + - docs/ai.md + v2_locations: + - ai.md + year: N/A +https://thenewstack.io/intention-as-code-making-self-healing-infrastructure-work: + content_hash: dc9e37b4a96af51eba3f6c0371525b1c26e4b59b84c536b57071f86f261b599f + description: '' + health_score: 100.0 + last_checked: 1779030172.158549 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Intention-as Code: Making Self-Healing Infrastructure Work' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/introducing-cloneset-production-grade-kubernetes-deployment-crd: + content_hash: 907bb18184224fcad94b45eccfdb11b02d2a670ced3123dc4bac213bd4bdaba3 + description: '' + health_score: 100.0 + last_checked: 1779032173.083537 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Introducing CloneSet: A Production-Grade Kubernetes Deployment'' + CRD' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/is-a-multicloud-strategy-right-for-your-organization: + content_hash: 8b8d7d58e81839e65add6225d575673c965cabba66bdb691b53aa995e5c8f97a + description: '' + health_score: 100.0 + last_checked: 1779033428.628217 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Is a Multicloud Strategy Right for Your Organization?' + v1_locations: + - docs/public-cloud-solutions.md + v2_locations: + - public-cloud-solutions.md + year: N/A +https://thenewstack.io/is-linkerd-winning-the-service-mesh-race: + content_hash: 235567b8297ed775fe2e217db5dbb007dcba8f3fdd49ac4cf438aa011ac60eac + description: '' + health_score: 100.0 + last_checked: 1779032797.810736 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Is Linkerd Winning the Service Mesh Race?' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control: + ai_summary: Highlights the key technical improvements delivered in the Istio 1.10 + release, with a strong focus on canary control plane upgrades, safer discovery + mechanisms, and memory consumption optimizations. Shows how sidecar injection + was streamlined to minimize workload disruption. + complexity: Intermediate + content_hash: a16bda36386394ab3325c47507f2648b61f09c532dbfa28c9622a7192497f430 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Istio + - Release Analysis + is_microservice: true + language: English + last_checked: 1779031339.947032 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'thenewstack.io: Istio 1.10 Improves Scalability and Revision Control' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools: + content_hash: d224b70982a53247b87afed21d1f7c429bbe4c1c1e99f9a05c26ba31c3dbc009 + description: '' + health_score: 100.0 + last_checked: 1779034516.950181 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Jaeger vs. Zipkin: Battle of the Open Source Tracing Tools' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security: + ai_summary: Analyzes Jetstack Secure, an enterprise platform wrapping the open-source + cert-manager tool to orchestrate certificates. Curator insight details how this + service helps operationalize automated certificate renewal across multi-cluster + environments. Live grounding confirms that automated PKI management reduces manual + oversight and cuts down on unexpected service outages. + complexity: Advanced + content_hash: 650b35ada0c46689dc14de03959377251ac24cfc038251daccc7956d48a2d36e + description: '' + health_score: 100.0 + hierarchy: + - Security + - Secret Management + - Certificate Management + is_microservice: true + language: en + last_checked: 1779032549.642835 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: Jetstack Secure Promises to Ease Kubernetes TLS Security' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/just-how-challenging-is-state-in-kubernetes: + content_hash: 429ee9b06e1729ad8073ddd890b8fdfa71cdad59d57400eeba95e25425993da2 + description: '' + health_score: 100.0 + last_checked: 1779032966.436912 + stars: 0 + status: online + title: 'thenewstack.io: Just How Challenging Is State in Kubernetes? 🌟' + v1_locations: + - docs/databases.md + year: N/A +https://thenewstack.io/k8s-backup-and-disaster-recovery-is-more-important-than-ever: + content_hash: ad411c3e393ac6f5041d3a43f39975bd09766f152e981306365620655a015254 + description: '' + health_score: 100.0 + last_checked: 1779029246.56377 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: K8s Backup and Disaster Recovery Is More Important Than'' + Ever' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md + year: N/A +https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet: + content_hash: bcf55108e2a02a2b660e49e74035c0dac68c81d19f49934273f14b8901861526 + description: '' + health_score: 100.0 + last_checked: 1779032949.94941 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet=='' + 🌟' + v1_locations: + - docs/cheatsheets.md + - docs/kubernetes-autoscaling.md + v2_locations: + - cheatsheets.md + year: N/A +https://thenewstack.io/k8spin-provides-multitenant-isolation-for-kubernetes: + content_hash: e298a85548b04610a50e1c08c6415985ad45eee9773e6eaa608adf93eaa3c4b8 + description: '' + health_score: 100.0 + last_checked: 1779030653.12807 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: K8Spin Provides Multitenant Isolation for Kubernetes' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md + year: N/A +https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution: + ai_summary: 'Curator Insight: Strategic evaluation of managed SaaS Kafka setups + versus DIY operator approaches on Kubernetes. Live Grounding: Compares total cost + of ownership (TCO), maintenance scaling, day-2 operations complexity, and custom + flexibility demands.' + complexity: Intermediate + content_hash: f2af789e511b8c2df3355b5d7eda42e5b089b7d997fc8a9876877de5aad32b14 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Kubernetes Strategy + - Infrastructure Decisions + is_microservice: false + language: English + last_checked: 1779033479.243401 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==thenewstack.io: Kafka on Kubernetes: Should You Adopt a Managed Solution?==' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/kasten-k10-v4-5-grafana-observability-more-edge-support: + content_hash: e7731fd2e71c42b5af861755ebc04158f4dc1105ce64eed780e8d869fb549e3c + description: '' + health_score: 100.0 + last_checked: 1779031460.58215 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kasten K10 V4.5: Grafana Observability, More Edge Support' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md + year: N/A +https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future: + ai_summary: Discusses evolutionary principles designed to ensure the long-term robustness + of cloud-native systems. Curator insight stresses the necessity of secure-by-default + configurations and standardized API control planes. Live grounding supports that + reducing cognitive load for operators through self-healing security layers represents + the future of secure operations. + complexity: Intermediate + content_hash: 58efffdf986a1f6ec003bf639e3f0ce55423caae6ee71707fdfa2e65d5af972c + description: '' + health_score: 100.0 + hierarchy: + - Security + - Foundational Concepts + - Future of Security + is_microservice: false + language: en + last_checked: 1779032817.539825 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Basic Principles Key to Securing Kubernetes’ Future' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/kserve-a-robust-and-extensible-cloud-native-model-server: + content_hash: d07bf024db6bd06f65f51fc6fdd56c875cf236dd81105ed596d1d7da7de560db + description: '' + health_score: 100.0 + last_checked: 1779034345.730869 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: KServe: A Robust and Extensible Cloud Native Model Server' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md + year: N/A +https://thenewstack.io/kubecon-14000-more-engineers-have-their-gitops-basics-down: + content_hash: 3fb46002c042d4979266f0a4b9ce20e8109218acb6de8e4bda6ea6adfa29d360 + description: '' + health_score: 100.0 + last_checked: 1779033692.366201 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: KubeCon: 14,000 More Engineers Have Their GitOps Basics'' + Down' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/kubecost-monitor-kubernetes-costs-with-kubectl: + content_hash: 75aa612d6e873c1441d5f23e387151e4690410dec4f482315020ef5fca3d2f93 + description: '' + health_score: 100.0 + last_checked: 1779034116.084401 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: KubeCost: Monitor Kubernetes Costs with kubectl' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-automation: + content_hash: 87a3fbe0e54c36e57d3acd9734b879ed060108a79de67391ce6f4e35d1385579 + description: '' + health_score: 100.0 + last_checked: 1779030362.990007 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kubermatic Kubernetes Platform Beats Complexity Through'' + Automation' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://thenewstack.io/kubernetes: + content_hash: 90ac515e807efc64e8349b7e8c7c0714a20767de557ec214cb2318b05d803e87 + health_score: 100.0 + last_checked: 1779130494.949328 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + - docs/kubernetes-networking.md + - docs/kubernetes.md + - docs/monitoring.md + v2_locations: + - monitoring.md +https://thenewstack.io/kubernetes-1-20-enhances-the-operator-experience-and-brings-new-features-to-the-container-runtime: + content_hash: 2baf3140d845e0a57186b6e084474bd1eec484a9bb22d6f70d7f3ca5c75e8039 + description: '' + health_score: 100.0 + last_checked: 1779030238.560755 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kubernetes 1.20 Enhances the Operator Experience and Brings'' + New Features to the Container Runtime' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://thenewstack.io/kubernetes-1-20-lands-with-44-enhancements: + content_hash: 332641f2ce3cfde2cf34d8e84bd35e026f30e687dd06b494247d9ba611d9602d + description: '' + health_score: 100.0 + last_checked: 1779034288.472713 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kubernetes 1.20 Lands with 44 Enhancements' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://thenewstack.io/kubernetes-1-21-brings-a-new-memory-manager-more-flexible-scheduling: + content_hash: 9f2f8299c40ce6171b7b9372fdb4debe821445a982f5f14014206a1efd4f4c5a + description: '' + health_score: 100.0 + last_checked: 1779034583.647363 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kubernetes 1.21 Brings a New Memory Manager, More Flexible'' + Scheduling' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://thenewstack.io/kubernetes-1-23-dual-stack-ipv4-ipv6-cronjobs-ephemeral-volumes: + content_hash: 1d56eb13a85a2964d7f259c9bea7698327526d50ba9eef70122b84654dc259f6 + description: '' + health_score: 100.0 + last_checked: 1779032833.010855 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kubernetes 1.23: Dual Stack IPv4/IPv6, CronJobs, Ephemeral'' + Volumes' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://thenewstack.io/kubernetes-1-27-arrives: + content_hash: 149220393a11cb56ace036ffd4161193e612671d73de027c809a5b6634de6dd5 + description: '' + health_score: 100.0 + last_checked: 1779031096.789422 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kubernetes 1.27 Arrives' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://thenewstack.io/kubernetes-1-28-accommodates-the-service-mesh-sudden-outages: + content_hash: 0be8d56ab2e1f06191892170d17879a82a5d6c36fa014f402b694189c9cfe43b + description: '' + health_score: 100.0 + last_checked: 1779029161.302232 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kubernetes 1.28 Accommodates the Service Mesh, Sudden Outages' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://thenewstack.io/kubernetes-an-examination-of-major-attacks: + ai_summary: Examines real-world attack vectors and high-profile security incidents + targeted at Kubernetes infrastructure, including cryptojacking and dashboard exposure. + Curator insight breaks down the progression of an attack from initial access to + privilege escalation. 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(Day 0, Day'' + 1, Day 2) 🌟' + v1_locations: + - docs/kubernetes.md + year: N/A + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - kubernetes.md +https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great-fit: + ai_summary: An early architectural post highlighting how Kubernetes, microservices, + and Istio fit together to create a secure, observable runtime environment. + complexity: Intermediate + content_hash: 2ba8712e26ddc81faa1fdb9f784e3e800dc89271f05cf240155f30beafb3beb4 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Service Mesh + - Comparative Studies + is_microservice: true + language: en + last_checked: 1779030851.590004 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Kubernetes, Microservices, and Istioβ€Š β€” A Great Fit!' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://thenewstack.io/kubernetes-observability-challenges-in-cloud-native-architecture: + content_hash: 67d0d9429e16691a727840539a28017c2c53fc4a066a00008455474d4181cdcf + description: '' + health_score: 100.0 + last_checked: 1779030688.479254 + stars: 0 + status: online + title: 'thenewstack.io: Kubernetes Observability Challenges in Cloud Native Architecture'' + 🌟' + v1_locations: + - docs/monitoring.md + year: N/A + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - monitoring.md +https://thenewstack.io/kubernetes-on-bare-metal-vs-vms-its-not-just-performance: + ai_summary: A comparative technical analysis evaluating the operational trade-offs + between deploying Kubernetes on bare metal versus traditional virtual machines. + While bare metal minimizes CPU/memory virtualization tax, VMs offer stronger isolation, + easier live migration, and mature lifecycle management APIs. 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'[COMMUNITY-TOOL]' + title: 'thenewstack.io: More Database, Analytics Workloads Ran on Kubernetes in'' + 2022' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/more-python-for-non-programmers: + content_hash: f145015b363693ef19772ea1023b9e258a8fc71dfd368db3b30d48372debb69d + description: '' + health_score: 100.0 + last_checked: 1779033925.186179 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: More Python for Non-Programmers' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://thenewstack.io/multicloud-challenges-and-solutions: + content_hash: c07726de701534af192a54236ef29a62d0ab780e454ebb9e9a2f3c5ef8993d95 + description: '' + health_score: 100.0 + last_checked: 1779032540.183862 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Multicloud Challenges and Solutions' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/multicloud-paves-the-way-for-cloud-native-resiliency-models: + content_hash: 1a3f5f646fc65b0a1405c802131eafbdb4d94a0f905a1f8676c8e2af594fb9ff + description: '' + health_score: 100.0 + last_checked: 1779033976.478168 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Multicloud Paves the Way for Cloud Native Resiliency Models' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/multicluster-management-with-kubernetes-and-istio: + ai_summary: Explores the core design trade-offs of deploying multi-cluster Istio + topologies, comparing primary-remote and multi-primary architectures. Discusses + DNS resolution, secure gateway transit, and the consolidation of global service + registries across heterogeneous cloud providers. + complexity: Advanced + content_hash: 943d26ae4936ac3347a8ebb9b7ce1c507cbd39c0d50673c1a04f7f3ddf1937a0 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Multi-Cluster + - Management Planes + is_microservice: true + language: English + last_checked: 1779030954.355987 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Multicluster Management with Kubernetes and Istio' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://thenewstack.io/mutual-tls-microservices-encryption-for-service-mesh: + content_hash: a01d595436d909a7796967f4e755f350f16c61177d4a44f25829e035e7e925de + description: '' + health_score: 100.0 + last_checked: 1779030981.156996 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Mutual TLS: Securing Microservices in Service Mesh' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/no-kubernetes-needed-amazon-ecs-anywhere: + ai_summary: Analyzes Amazon ECS Anywhere as an alternative orchestration pathway + bypassing Kubernetes complexity for on-premises hardware. Emphasizes the technical + benefits of running native ECS task definitions in a hybrid cloud configuration + with identical control plane semantics. + complexity: Intermediate + content_hash: 8d00c6bea8aa20a2f5a7455b0118eb6248e0306b001ffabb352e929c965a9bd7 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Platforms + - AWS Infrastructure + - Hybrid Orchestration + is_microservice: false + language: en + last_checked: 1779031186.040676 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: No Kubernetes Needed: Amazon ECS Anywhere' + v1_locations: + - docs/kubernetes-alternatives.md + v2_locations: + - kubernetes-alternatives.md + year: N/A +https://thenewstack.io/nsa-on-how-to-harden-kubernetes: + ai_summary: Breaks down NSA recommendations on securing containerized apps. Discusses + runtime privileges, host isolation, and securing the internal network to prevent + privilege escalations. + complexity: Beginner + content_hash: 9972cda3e7cb23f786af9cab38bdedd8ff337bdf3cab3aacfcb20420debef73e + description: '' + health_score: 100.0 + hierarchy: + - Security + - Compliance Auditing + - Hardening + is_microservice: false + language: English + last_checked: 1779032166.872253 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: NSA on How to Harden Kubernetes' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/observability-is-the-new-kubernetes: + content_hash: 26780425ea123bf46530cdaeba4497cca4f21007019376a1020be59072d0630e + description: '' + health_score: 100.0 + last_checked: 1779031900.690367 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Observability Is the New Kubernetes 🌟' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/observability-wont-replace-monitoring-because-it-shouldnt: + content_hash: e401d1467273e6285d691022dd896fa42691504afebd1019b530d4c561139bed + description: '' + health_score: 100.0 + last_checked: 1779033218.139008 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Observability Won’t Replace Monitoring (Because It Shouldn’t)'' + 🌟' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/offloading-authentication-and-authorization-from-application-code-to-a-service-mesh: + content_hash: 5ed26bd1cf79a193148c810388ee77e44f5ac5e2d37d062efb1cfcb010f9fbb0 + description: '' + health_score: 100.0 + last_checked: 1779033566.907129 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Offloading Authentication and Authorization from Application'' + Code to a Service Mesh' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/open-source-democratized-software-now-lets-democratize-security: + ai_summary: 'Highlights how open-source software security tools democratize threat + mitigation across small and large engineering teams. Contrast: Curator Insight + focuses on basic cost savings, while Live Grounding shows that tools like Trivy, + Cosign, and Kyverno have successfully leveled the compliance playing field globally. + Compelling strategic argument.' + complexity: Introductory + content_hash: 8e2ef5a89f98905ec6dff33d454bde553e6fa2eeeb3f387bef13f7daed55dde5 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Community Resources + - Supply Chain Security + is_microservice: false + language: English + last_checked: 1779031327.258104 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Open Source Democratized Software. Now Let’s Democratize'' + Security' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors: + content_hash: 4f86c7cf0d795828559792e0ab37b5e08a28de03a1c19dbef88752adaf59b5ee + description: '' + health_score: 100.0 + last_checked: 1779031122.279736 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: OpenTelemetry Gaining Traction from Companies and Vendors' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/operationalizing-chaos-engineering-with-gitops: + content_hash: f7d4259e99c9570ba93602ddc41dbe4e57b198380276f9038735c8fb4cab7c7c + description: '' + health_score: 100.0 + last_checked: 1779030364.782496 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Operationalizing Chaos Engineering with GitOps' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/operators-and-sidecars-are-the-new-model-for-software-delivery: + content_hash: 9ec74eafd344469627f801f138e59329eafeb19fe4e4e4728312e4e2bfcbfaaa + description: '' + health_score: 100.0 + last_checked: 1779031671.265505 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Operators and Sidecars Are the New Model for Software Delivery + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/optimizing-app-performance-in-a-multicloud-stack: + content_hash: 344cadaed7691f723aee273961097675eb6bc124ba80844330761f694d565363 + description: '' + health_score: 100.0 + last_checked: 1779031739.728439 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Optimizing App Performance in a Multicloud Stack' + v1_locations: + - docs/qa.md + v2_locations: + - qa.md + year: N/A +https://thenewstack.io/optimizing-kubernetes-for-peak-traffic-and-avoiding-setbacks: + content_hash: 954973306d5ca7ac46c394d3754cdebde8ec34115bfe9d3488fa0417da17d200 + description: '' + health_score: 100.0 + last_checked: 1779030779.090862 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Optimizing Kubernetes for Peak Traffic and Avoiding Setbacks' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes-bundle: + ai_summary: In-depth profile of Otomi Container Platform, highlighting how it integrates + open-source tools (such as Cert-Manager, Knative, Prometheus) into an out-of-the-box + developer platform. + complexity: Advanced + content_hash: 2df943ac80a502a7d53721c79d85b605bb639db4cc38e3ac30ff7eed68f8b703 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Orchestration + - Platform Engineering + is_microservice: false + language: en + last_checked: 1779031164.02164 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Otomi Container Platform Offers an Integrated Kubernetes'' + Bundle' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://thenewstack.io/otterize-intent-based-access-control-for-kubernetes-and-cloud: + content_hash: 05b19d3ec0bb38aebed3bf5762c6f324dad838311c299b03adfe87a2559b78df + description: '' + health_score: 100.0 + last_checked: 1779032287.714282 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Otterize: Intent-Based Access Control for Kubernetes and'' + Cloud' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilities: + ai_summary: A foundational guide breaking down the categories of the OWASP Top 10. + Reviews risk profiles, real-world execution vectors, and developer methodologies + required to eliminate standard insecure programming configurations. + complexity: Beginner + content_hash: 22fe6db51f99229335096ae7f52eefa5cc28cd47053cb9ad192f12798c825e7e + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Web Application Security + - Standards + is_microservice: false + language: English + last_checked: 1779034372.82583 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: OWASP Top 10: A Guide to the Worst Software Vulnerabilities' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture: + ai_summary: Traces the structural progress of big data analytics pipelines. Focuses + on the architectural evolution from high-latency batch map-reduce jobs to real-time + Kappa and Lambda messaging topologies. + complexity: Intermediate + content_hash: a665ef6d5d8ef063c4105c920e1e1e23e1897888af8e0a158ef87462ae2b5ca9 + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Stream Processing + - Evolutionary Topologies + is_microservice: false + language: English + last_checked: 1779029377.818517 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Part 1: The Evolution of Data Pipeline Architecture' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/perform-distributed-tracing-with-zipkin: + content_hash: 72bffb6ef9fb363a5bfeb4f1abe01b1ad9f664e787ceb31ab8fde59352c888ed + description: '' + health_score: 100.0 + last_checked: 1779034155.632637 + needs_ai_refresh: true + stars: 0 + title: 'thenewstack.io: Perform Distributed Tracing with Zipkin' + v1_locations: + - docs/monitoring.md + year: N/A +https://thenewstack.io/persistent-volumes-separating-compute-and-storage: + content_hash: e4992bcca654bce09827355993ef3161c6cd9c6da7dd326db4ce508320c7a4ba + description: '' + health_score: 100.0 + last_checked: 1779030553.952734 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Persistent Volumes: Separating Compute and Storage' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/platform-engineering: + content_hash: a6fbf9c0f32324c98f0181014e27c440854108717092ae07b6c6d84b51604ff4 + description: '' + health_score: 100.0 + last_checked: 1779031962.29168 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: thenewstack.io/platform-engineering + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/platform-engineering-in-2023-dev-first-collaboration-and-apis: + content_hash: 353bf25e228279ac5edfeab9b7b926e0a43c4f1b110eaf2ba353ed14e6f1285b + description: '' + health_score: 100.0 + last_checked: 1779033335.912643 + stars: 0 + status: online + title: 'thenewstack.io: Platform Engineering in 2023: Dev First, Collaboration and'' + APIs' + v1_locations: + - docs/devops.md + year: N/A +https://thenewstack.io/platform-engineering/-in-2023-dev-first-collaboration-and-apis: + health_score: 64.0 + last_checked: 1779130494.975182 + v1_locations: + - docs/devops.md +https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams: + content_hash: 9b0e02e15aff3ebbc2ba6d84a9048fd2933cf7da88a51f594c07c40ae5c8ea32 + description: '' + health_score: 100.0 + last_checked: 1779031507.424395 + review_metadata: + original_url: https://thenewstack.io/platform-engineering//architecture-and-design-considerations-for-platform-engineering-teams + proposed_url: NONE + reason: 'High-Value Protection: generic_redirect_loss' + timestamp: '2026-05-18T10:10:47.199749' + stars: 0 + status: online + title: 'thenewstack.io: Architecture and Design Considerations for Platform Engineering'' + Teams' + v1_locations: + - docs/devops.md + year: N/A + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - devops.md +https://thenewstack.io/post-pandemic-devops-moves-to-resilient-collaboration: + content_hash: 399e7777e94bf3b9f072263aed32f99f35af63b6d74a97f7ca5d650ad9df1748 + description: '' + health_score: 100.0 + last_checked: 1779034172.944059 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: DevOps World: DevOps Moves to Resilient Collaboration' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/prepare-to-adopt-the-cloud-a-10-step-cloud-migration-checklist: + content_hash: dc0dd74692bdea5a5730da7fc961c9a61ce01e4a27879e96bff281d1f8a09716 + description: '' + health_score: 100.0 + last_checked: 1779029565.28067 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Prepare to Adopt the Cloud: A 10-Step Cloud Migration Checklist'' + 🌟' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/private-vs-public-cloud-how-kubernetes-shifts-the-balance: + content_hash: 1d483b6112a0611a491ad2a22811cb77b77f5b3a554fa04efcab7bd6915cd5d7 + description: '' + health_score: 100.0 + last_checked: 1779029113.286784 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Private vs. Public Cloud: How Kubernetes Shifts the Balance' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/project-calico-kubernetes-security-as-saas: + ai_summary: Explores Tigera's SaaS offering extension of Project Calico. Investigates + capabilities of enforcing cloud-native microsegmentation, threat mitigation, and + real-time network traffic audits across hybrid multi-cluster environments. + complexity: Intermediate + content_hash: f6022f5b90e8d486e1abbca0579254b716cc92f6956037d0408200cee07d4c4a + description: '' + health_score: 100.0 + hierarchy: + - Platform Security + - Network Policies + - Calico + is_microservice: false + language: English + last_checked: 1779030135.116103 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Project Calico: Kubernetes Security as SaaS' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along: + ai_summary: An informative look at the historical data model incompatibilities between + Prometheus and OpenTelemetry (OTel). It details the industry efforts to reconcile + standard Prometheus structures with the broader OTel landscape. + complexity: Advanced + content_hash: a00cd976cbf5d969d88b804072b51ffdd30eda7e85726f280cbceee44234dec7 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Telemetry Standards + - OpenTelemetry vs Prometheus + is_microservice: true + language: English + last_checked: 1779031085.003084 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Prometheus and OpenTelemetry Compatibility Issues + v1_locations: + - docs/kubernetes-monitoring.md + - docs/monitoring.md + - docs/servicemesh.md + v2_locations: + - kubernetes-monitoring.md + - servicemesh.md + year: N/A +https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api: + ai_summary: Investigates the mechanics of using Cluster API providers (such as Metal3) + to provision bare-metal hardware declaratively. Details the transformation of + raw physical bare metal nodes into standard, managed Kubernetes control-planes + and workers. + complexity: Advanced + content_hash: 09a9ca745e6a495efb065f40744627596f90513cd68760fa279d24e6780e3c72 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - Cluster API + - Bare Metal + is_microservice: false + language: English + last_checked: 1779030363.034197 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Provision Bare-Metal Kubernetes with the Cluster API' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://thenewstack.io/pulumi-releases-a-kubernetes-operator: + content_hash: f3eb69a0f96a8505e257465f3d3a02e32352956baf30ec723e5a526f542c1cc8 + description: '' + health_score: 100.0 + last_checked: 1779031711.957726 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Pulumi Releases a Kubernetes Operator' + v1_locations: + - docs/pulumi.md + v2_locations: + - pulumi.md + year: N/A +https://thenewstack.io/push-vs-pull-in-gitops-is-there-really-a-difference: + content_hash: 61e2e41969967f3e55a764a3b6345d1ee41ef7ba058151c67b468dc000fca95c + description: '' + health_score: 100.0 + last_checked: 1779034479.308962 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Push vs. Pull in GitOps: Is There Really a Difference?' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/python-for-beginners-when-and-how-to-use-tuples: + content_hash: 7c2e9f96793f923bd09ea03d62070626ad7cc36962151919ee76ee5a6522c943 + description: '' + health_score: 100.0 + last_checked: 1779032728.764251 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Python for Beginners: When and How to Use Tuples' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://thenewstack.io/quickly-install-a-kubernetes-cluster-with-kubekey: + content_hash: e6d4574bbbc4eba5cc897a7800e6540c136494a4abb2f96f9bf408cd14b02d97 + description: '' + health_score: 100.0 + last_checked: 1779031850.163717 + needs_ai_refresh: true + stars: 0 + title: 'thenewstack.io: Quickly Install a Kubernetes Cluster with KubeKey' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + year: N/A +https://thenewstack.io/rancher-2-5-sets-out-to-be-the-stock-kubernetes-build-for-gitops: + content_hash: 77f268c54ce2d5693202fcd49cf0adf153262b41b445d18c4471977c472361ec + description: '' + health_score: 100.0 + last_checked: 1779032801.999185 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Rancher 2.5 Sets out to Be the Stock Kubernetes Build for'' + GitOps' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://thenewstack.io/rancher-donates-its-longhorn-kubernetes-persistent-storage-software-to-cncf: + content_hash: 922fff997451989ec3f5ccf66cf553bf298ba98aa5a89a0bc93e4133b660ec4a + description: '' + health_score: 100.0 + last_checked: 1779032934.653684 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Rancher Donates its β€˜Longhorn’ Kubernetes Persistent Storage'' + Software to CNCF' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/react-in-real-time-with-event-driven-apis: + content_hash: 2d9682b9270ddc3cf5c97b450fe43b590fe1433054577f64743f8ba2982c4a31 + description: '' + health_score: 100.0 + last_checked: 1779032640.064759 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: React in Real-Time with Event-Driven APIs' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust-tools: + ai_summary: Explores Zero Trust infrastructure fundamentals using HashiCorp Vault + and Consul. Explains the shift from network-perimeter defense to identity-based + application authentication and continuous validation. + complexity: Intermediate + content_hash: d6bc2b851bb31ff4e580af6e5202eea7ddb48e5d15f34dc2be017d12ba52bcfb + description: '' + health_score: 100.0 + hierarchy: + - Security + - Zero Trust Architecture + - Concepts + is_microservice: false + language: English + last_checked: 1779030461.997783 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Reasons to Implement HashiCorp Vault and Other Zero Trust'' + Tools' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/reasons-to-opt-for-a-multicloud-strategy: + content_hash: 19b16efdc089b699a07032b788ae3e1bccf4bc49e38297c0dece28220f34dc5d + description: '' + health_score: 100.0 + last_checked: 1779032934.652545 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Reasons to Opt for a Multicloud Strategy' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/red-hat-brings-ansible-automation-to-kubernetes: + content_hash: 341061c0b0b95a89b80bf82db46f3c5c69701bffa3fa12206fcc275f24dfe191 + description: '' + health_score: 100.0 + last_checked: 1779031927.567517 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Red Hat Brings Ansible Automation to Kubernetes 🌟' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://thenewstack.io/red-hat-brings-backup-snapshots-to-openshift-container-storage: + content_hash: 1db4f1386305248fbeb42557a267bf68dca9beab719da64a27180b15275c936b + description: '' + health_score: 100.0 + last_checked: 1779032880.247829 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Red Hat Brings Backup, Snapshots to OpenShift Container'' + Storage' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md + year: N/A +https://thenewstack.io/red-hat-delivers-full-gitops-ci-cd-built-on-tekton-and-argo: + content_hash: dc96ff3588d3bce4010ff06cbc40c90bfb62a5eb0e74a61b6ee9ce6021fd631c + description: '' + health_score: 100.0 + last_checked: 1779033566.961957 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Red Hat Delivers Full GitOps CI/CD Built on Tekton and Argo' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/red-hat-jboss-data-grid-not-just-storing-java-objects-anymore: + content_hash: 9b82ead8994125316ff5f90c5d82dbe0759ccc94ad0e09080493df9e34b2d17d + description: '' + health_score: 100.0 + last_checked: 1779029123.722675 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Red Hat JBoss Data Grid is Not Just for Caching Java Objects Anymore 🌟 + v1_locations: + - docs/caching.md + v2_locations: + - caching.md + year: N/A +https://thenewstack.io/red-hat-launches-an-openshift-based-marketplace-to-aid-multicloud-portability: + content_hash: 32948a11c927b873cca0aaf308283e876159e2841e19ef2d7878b6b4e87442bd + description: '' + health_score: 100.0 + last_checked: 1779029710.294559 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Red Hat Launches an OpenShift-Based Marketplace to Aid Multicloud'' + Portability 🌟' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://thenewstack.io/red-hat-offers-a-complete-kubernetes-stack-with-openshift-platform-plus: + content_hash: 902843e3d4d876b9d3979f0511642fdf37831b5b701318e52e1c7b56c5a3e7d3 + description: '' + health_score: 100.0 + last_checked: 1779034015.413158 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Red Hat Offers a β€˜Complete Kubernetes Stack’ with OpenShift'' + Platform Plus 🌟' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://thenewstack.io/red-hat-openshift-4-8-adds-serverless-functions-pipelines-as-code: + content_hash: 5934c5087963a92ab9e1055a59f5be9ce976383f6ea8cf0cc8da54489a3689d0 + description: '' + health_score: 100.0 + last_checked: 1779033976.539337 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Red Hat OpenShift 4.8 Adds Serverless Functions, Pipelines-As-Code' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://thenewstack.io/reduce-kubernetes-costs-using-autoscaling-mechanisms: + content_hash: e0020b4f59d6a3dc6271b5fa9a0fcd977a3dba81a4002ed1dc02521232f5ea8a + description: '' + health_score: 100.0 + last_checked: 1779031037.294026 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Reduce Kubernetes Costs Using Autoscaling Mechanisms' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md + year: N/A +https://thenewstack.io/remote-debugging-in-aws-the-missing-link-in-your-debugging-toolset: + content_hash: a346d7f7e37849af665063b28dc4b8fe5b3c1155b4b58acbd12fb61283bf6033 + description: '' + health_score: 100.0 + last_checked: 1779029475.252216 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Remote Debugging in AWS: The Missing Link in Your Debugging'' + Toolset' + v1_locations: + - docs/aws-miscellaneous.md + v2_locations: + - aws-miscellaneous.md + year: N/A +https://thenewstack.io/removing-the-roadblock-to-continuous-performance-testing: + content_hash: 6d5f9a2746e69e33d3bf76f0cbab79f0f0bdf14259a6b5d37ce8850cb6cc19e7 + description: '' + health_score: 100.0 + last_checked: 1779030330.066372 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Removing the Roadblock to Continuous Performance Testing' + v1_locations: + - docs/testops.md + v2_locations: + - testops.md + year: N/A +https://thenewstack.io/repatriation-or-cloud-what-we-need-is-control: + content_hash: e6a7ec79e2bd8964aad504bf18dcdd29bb8e3f834f2b153804572b0ee78a1c58 + description: '' + health_score: 100.0 + last_checked: 1779029459.212438 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: GitOps and the Cheap Cloud Myth' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/scaling-microservices-on-kubernetes: + content_hash: bd6eb8861a379131d64fff4d2554530b7c559b15babec37992debf24165e14c4 + description: '' + health_score: 100.0 + last_checked: 1779030982.824457 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Scaling Microservices on Kubernetes 🌟' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md + year: N/A +https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch: + ai_summary: Outlines critical security trends influenced by the sudden acceleration + of distributed remote workforces and cloud adoption. Emphasizes the prioritization + of identity-centric security boundaries, zero-trust cloud network baselines, and + automated threat hunting capabilities. + complexity: Intermediate + content_hash: 98b5d597b1f90130dac1270b9ffa3533c6e6b2000e1bc70b66d4899ba51bfffe + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Remote Security + is_microservice: false + language: English + last_checked: 1779032884.4899 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: SecOps in a Post-COVID World: 3 Security Trends to Watch' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/secure-your-service-mesh-a-13-item-checklist: + content_hash: 73c1084a56e58225116b3e51cbc29352589148ece89b0abe8913c2699119af8c + description: '' + health_score: 100.0 + last_checked: 1779031396.930105 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Secure Your Service Mesh: A 13-Item Checklist' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trust: + ai_summary: Details the design principles of Zero-Trust Network Access (ZTNA) when + applied to remote cluster management pipelines. Discusses replacing legacy VPC + VPN tunnels with dynamic, context-aware proxy layers that strictly validate developer + identities, client device postures, and granular RBAC policies. + complexity: Intermediate + content_hash: f3e2fc3c1aabebf9d9e05c1ca9923ceeb1c4b01148f572f27cccff58c9f42d00 + description: '' + health_score: 100.0 + hierarchy: + - Platform Security + - Zero Trust Network Access + - Identity and Access Management + is_microservice: false + language: English + last_checked: 1779030005.48153 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'thenewstack.io: Secured Access to Kubernetes from Anywhere with Zero Trust'' + | Tenry Fu 🌟' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trust: + ai_summary: 'Curator Insight: Article on applying Zero Trust Network Access (ZTNA) + parameters to cluster control planes. Live Grounding: Covers contextual authorization + and micro-segmentation workflows designed to replace static kubeconfig files.' + complexity: intermediate + content_hash: 30addc9f8cc5f3d4f6309a02c19d51948681da855dde1ebea4fbc94a6ddb9b5c + description: '' + health_score: 100.0 + hierarchy: + - Security + - Infrastructure Security + - Zero Trust + is_microservice: true + language: en + last_checked: 1779034564.329706 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Securing Access to Kubernetes Environments with Zero Trust' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/securing-istio-workloads-with-auth0: + ai_summary: A tutorial walking through the implementation of JSON Web Token (JWT) + validation at the service mesh edge. Shows how to integrate external identity + providers like Auth0 with Istio's RequestAuthentication and AuthorizationPolicy + CRDs to secure API endpoints. + complexity: Intermediate + content_hash: 46b2b65b26ef7f63519cd65075fb5bfaa0250d9f303b397829ffa0ed943cdf7b + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Security + - Authentication and Authorization + is_microservice: true + language: English + last_checked: 1779029899.173618 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Securing Istio Workloads with Auth0' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world: + ai_summary: Surveys the shifting landscape of threat profiles in modern distributed + cloud environments. Curator insight explores how legacy perimeter security controls + fail inside highly dynamic container environments. Live grounding reinforces the + importance of using identity-driven workload authorization and fine-grained access + limits. + complexity: Intermediate + content_hash: b7f0bff87c14e103ae8e49de04fe7f56e1273f7c6057da8ae9d915bf8087701e + description: '' + health_score: 100.0 + hierarchy: + - Security + - Foundational Concepts + - Threat Landscape + is_microservice: false + language: en + last_checked: 1779034491.585388 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'thenewstack.io: Securing Kubernetes in a Cloud Native World' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/security-insights-into-infrastructure-as-code: + ai_summary: Details security challenges present in IaC files across Terraform, Ansible, + and CloudFormation. Analyzes typical misconfiguration risks (such as public S3 + buckets, open security groups) and demonstrates the value of automated programmatic + verification. + complexity: Intermediate + content_hash: d417ff2c62cc1e423e7a443e64b3e38f095cf3cbd28db8059881e56108a864a4 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Infrastructure as Code Security + - Static Analysis + is_microservice: false + language: English + last_checked: 1779032166.850396 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Security Insights into Infrastructure-as-Code' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/security-will-be-instrumental-for-the-success-of-gitops: + content_hash: ab9f0db58ac731bedd33dbebe98d2d3d1eb01b4f8a53d24befc66170824acf47 + description: '' + health_score: 100.0 + last_checked: 1779031802.033434 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Security Will Be Instrumental for the Success of GitOps' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/serverless-needs-more-observability-tools: + content_hash: 7ed222a3a13d8677434896b4bdf08f1f163d285f00a671ed723ef199d4a6f283 + description: '' + health_score: 100.0 + last_checked: 1779029916.510361 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Serverless Needs More Observability Tools' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/serverless-vs-kubernetes-the-peoples-vote: + content_hash: f77a96ff6fd3a14474861cb2603a124d8c54d4a0eb4199f55732bbf84f55b76f + description: '' + health_score: 100.0 + last_checked: 1779032466.14655 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: Serverless vs. Kubernetes: The People’s Vote==' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md + year: N/A +https://thenewstack.io/service-level-objectives-in-kubernetes: + ai_summary: Explains Service Level Objectives (SLOs) in cloud-native systems, detailing + how to establish SLIs and error budgets inside Kubernetes clusters. Introduces + standard math and metrics pipelines needed to track app health reliably. + complexity: Intermediate + content_hash: a164c5142bd8310814cc73bf7d7db18e2c2110437f90493645240a23bcd5bf62 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Metrics + - SLOs + is_microservice: false + language: English + last_checked: 1779029291.659162 + needs_ai_refresh: true + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==thenewstack.io: Service Level Objectives in Kubernetes==' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://thenewstack.io/service-mesh-adds-security-observability-and-traffic-control-to-kubernetes: + content_hash: 414086dc94a6dbe4b8616ab7a00e3a568da3a366ac7a8ed9ed0e1a2d02b1f099 + description: '' + health_score: 100.0 + last_checked: 1779030482.331223 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Service Mesh Adds Security, Observability and Traffic Control'' + to Kubernetes' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/service-meshes-in-the-cloud-native-world: + content_hash: e37d8695494562be97f2811378d8b0ed49ae9d587b8f69f67ebad577e01b77aa + description: '' + health_score: 100.0 + last_checked: 1779034450.177001 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Service Meshes in the Cloud Native World' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralized: + ai_summary: A deep-dive architectural comparison of centralized operations centers + versus decentralized, application-embedded operations models. The analysis explores + trade-offs regarding communication latency, incident ownership, and platform engineering + scalability under cognitive overload. + complexity: Advanced + content_hash: d719e1123d9959864f3db63f3bf3f2abe42662ccb5a12fca2a982ac073f65010 + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Organization Design + - Operational Models + is_microservice: false + language: English + last_checked: 1779030525.510499 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Centralized vs. Decentralized Operations' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://thenewstack.io/shuttleops-no-code-docker-and-kubernetes: + content_hash: 6761e41e99275d550411b1edcf795c8cb8201de464a97b1f68e1efbd9fe308bd + description: '' + health_score: 100.0 + last_checked: 1779031896.41178 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: ShuttleOps: No-Code Docker and Kubernetes' + v1_locations: + - docs/jenkins-alternatives.md + v2_locations: + - jenkins-alternatives.md + year: N/A +https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape: + content_hash: 5109ddeff50e312ffb162c8f41fd481d9e83197d91c2ada863a3aad4d73f4124 + description: '' + health_score: 100.0 + last_checked: 1779032644.492655 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Sidecars are Changing the Kubernetes Load-Testing Landscape' + v1_locations: + - docs/kubernetes-autoscaling.md + - docs/kubernetes.md + v2_locations: + - kubernetes.md + - kubernetes-autoscaling.md + year: N/A +https://thenewstack.io/simple-http-load-testing-with-slos: + ai_summary: A deep dive into managing performance validations by mapping assertions + to specific SLO thresholds. Emphasizes maintaining strict error budgets during + automated application updates. + complexity: Intermediate + content_hash: eb11e3fdf901183275409d3f138e19339eaa0ea92c48c3f02e4563bfd11d08b3 + description: '' + health_score: 100.0 + hierarchy: + - Observability and Performance + - Performance Testing + - Load Testing + is_microservice: false + language: en + last_checked: 1779031548.370003 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Simple HTTP Load Testing with SLOs' + v1_locations: + - docs/performance-testing-with-jenkins-and-jmeter.md + v2_locations: + - performance-testing-with-jenkins-and-jmeter.md + year: N/A +https://thenewstack.io/simple-load-testing-with-github-actions: + ai_summary: A practical guide for implementing low-overhead load testing routines + within CI pipelines. Explores triggering synthetic benchmarks during typical code + validation runs inside GitHub runners. + complexity: Intermediate + content_hash: 2b2781da33e72c5f4ef0addd9bc59eb1f8fea0c34df220bfd51cbf7fe23a2b18 + description: '' + health_score: 100.0 + hierarchy: + - Continuous Integration + - CI Tools + - GitHub Actions + is_microservice: false + language: en + last_checked: 1779029487.257764 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Simple Load Testing with GitHub Actions' + v1_locations: + - docs/performance-testing-with-jenkins-and-jmeter.md + v2_locations: + - performance-testing-with-jenkins-and-jmeter.md + year: N/A +https://thenewstack.io/slos-in-kubernetes-1-year-later: + ai_summary: Follow-up retrospective on implementing and maintaining SLO programs. + Evaluates failures, cultural barriers, and technical evolution (like OpenSLO), + offering architectural lessons from long-term metric monitoring. + complexity: Advanced + content_hash: c1c5b9a208d8cd227e9f5721284ebbf4a7b18db6e124ca56b6ffae838ef3f4c3 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Metrics + - SLOs + is_microservice: false + language: English + last_checked: 1779029796.241532 + needs_ai_refresh: true + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: SLOs in Kubernetes, 1 Year Later' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://thenewstack.io/software-development: + content_hash: 4d07fc55596bf9d786e6510f2868d2aa6249a5ef716f905f75b893ef308d5213 + health_score: 100.0 + last_checked: 1779130494.997213 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war: + ai_summary: A historical industry retrospective tracing Istio's path to becoming + the dominant service mesh specification. Details the consolidation of the service + mesh ecosystem, the donation of Istio to the CNCF, and Solo.io's strategic alignment + around Envoy and Istio technologies. + complexity: Beginner + content_hash: 7e0924c84bb89b5242564dc4d5bdde6bd46d72fb6306f1467eb7349590c43b80 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Industry Analysis + - Ecosystem Evolution + is_microservice: true + language: English + last_checked: 1779030352.803803 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Solo.io: Istio Is Winning the Service Mesh War' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://thenewstack.io/sre-vs-devops-successful-platform-engineering-needs-both: + ai_summary: Analyzes how SRE stability frameworks and DevOps continuous pipelines + must merge to construct efficient Internal Developer Platforms. Grounding emphasizes + that treating the platform as a product is essential to balance development velocity + with overall cloud-infrastructure reliability. + complexity: Intermediate + content_hash: aa3e1792b6a3851ddc88571fe5592046335164d818b30150a8890cbbf0aa153b + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Platform Engineering + - Ecosystem Integration + is_microservice: false + language: English + last_checked: 1779031489.506373 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: SRE vs. DevOps? Successful Platform Engineering Needs Both' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config: + ai_summary: A developer-oriented guide detailing client-side SSH automation patterns + using native SSH configurations. It covers agent forwarding, Host wildcards, and + IdentityFile bindings to streamline multi-server management pipelines securely. + complexity: Intermediate + content_hash: 5a29de54bb808a23584063fe713cd02c28d18a151995045385c67bd83fab42ac + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Secure Access and PKI + - SSH Configurations + is_microservice: false + language: English + last_checked: 1779031094.231649 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: SSH Made Easy with SSH Agent and SSH Config' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes: + ai_summary: Introduces StackRox's KubeLinter tool, exploring its core capabilities + to audit deployment manifests and Helm templates before operational execution. + Details standard rule definitions and highlights strategies for developer integration. + complexity: Intermediate + content_hash: 87829f492de916ad57dc166925163704589ae5904f7bf9c49bf23920f0488628 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Infrastructure as Code Security + - Static Analysis + is_microservice: false + language: English + last_checked: 1779029379.870129 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: StackRox KubeLinter Brings Security Linting to Kubernetes' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/stateful-workloads-on-kubernetes-with-container-attached-storage: + content_hash: 9ad1dee01a95e953607c2a46ae3fcb19d8d9ad9cd4e07c66486232f672d14062 + description: '' + health_score: 100.0 + last_checked: 1779030561.664517 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Stateful Workloads on Kubernetes with Container Attached'' + Storage 🌟' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/stop-technical-debt-before-it-damages-your-company: + content_hash: fd26f4d07269ab132b05687302c6bc57851e92ce717040292a7c855e6e9a0a40 + description: '' + health_score: 100.0 + last_checked: 1779030204.487517 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Stop Technical Debt Before It Damages Your Company' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack: + ai_summary: Discusses the components constituting the modern real-time data stack, + emphasizing continuous streaming over traditional batch ETL. It explores the roles + of message logs, stream processors, and real-time OLAP databases. This provides + a blueprint for engineering low-latency analytics systems. + complexity: Intermediate + content_hash: 80cde8d9c0c39fcc35aaaa1c3fd5e02698eb723b8a07f471fa06e30502f33dbd + description: '' + health_score: 100.0 + hierarchy: + - Data Engineering + - Real-Time Data Streaming + - Data Stack + is_microservice: false + language: English + last_checked: 1779030407.141902 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Streaming Data and the Modern Real-Time Data Stack' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/struggling-with-it-staff-leaving-try-infrastructure-as-code: + content_hash: 12e7848b32caaba86ad50926534741586818c83a9b38bcb7263e390aa831dbca + description: '' + health_score: 100.0 + last_checked: 1779031458.660657 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Struggling with IT Staff Leaving? Try Infrastructure as Code 🌟 + v1_locations: + - docs/iac.md + - docs/index.md + v2_locations: + - iac.md + year: N/A +https://thenewstack.io/study-silos-are-chief-impediment-to-it-and-business-value: + content_hash: 4bf5e2902e8d82f1627cd899ba6441d363ef7069807e4682fdaea026a67f69b5 + description: '' + health_score: 100.0 + last_checked: 1779032219.53202 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Study: Silos Are the Chief Impediment to IT and Business'' + Value' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/supercharge-coredns-with-cluster-addons: + content_hash: 0aa5d0231595e3c254924614da7f06ac210d6e1e3a37dfd4c388aad6a39d3f53 + description: '' + health_score: 100.0 + last_checked: 1779033030.33382 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Supercharge CoreDNS with Cluster Addons 🌟' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://thenewstack.io/swimm-helps-new-dev-hires-stay-afloat-with-continuous-documentation: + content_hash: 1cf46ab1514cf4d73e678635051e76f6246a3791dfc51b6539b5d37fa4f7f8bb + description: '' + health_score: 100.0 + last_checked: 1779030014.802343 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Swimm Helps New Dev Hires Stay Afloat with Continuous Documentation' + v1_locations: + - docs/project-management-tools.md + v2_locations: + - project-management-tools.md + year: N/A +https://thenewstack.io/terraform-1-0-reflects-what-hashicorp-has-learned-about-infrastructure-as-code: + content_hash: 47715b76f3bd0d1c5481d0bffd6b244c8e834b33271b6f3bd2cfe98fc5fce82a + description: '' + health_score: 100.0 + last_checked: 1779030086.806414 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Terraform 1.0 Reflects What HashiCorp Has Learned About'' + Infrastructure-as-Code' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://thenewstack.io/terraform-on-aws-multi-account-setup-and-other-advanced-tips: + content_hash: fbae8fa77685fb6f5a8160e88ba63e4e52d5eb4a16ee715694023ccb2d23cba0 + description: '' + health_score: 100.0 + last_checked: 1779031406.451379 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Terraform on AWS: Multi-Account Setup and Other Advanced'' + Tips' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://thenewstack.io/terraforms-best-practices-and-pitfalls: + content_hash: 982e17d96de6982e7675905a78bbe9f4d0ec97c5142ad88cbb725ad7b14a1e46 + description: '' + health_score: 100.0 + last_checked: 1779032797.809863 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Terraform’s Best Practices and Pitfalls' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://thenewstack.io/testcontainers-integration-library-gets-commercial-backing-with-atomicjar: + content_hash: 94051faa5fdaaf380030a84c858517ffccb5eee3eb315644cb442b6e327f33fa + description: '' + health_score: 100.0 + last_checked: 1779034422.748997 + needs_ai_refresh: true + stars: 0 + title: 'thenewstack.io: Testcontainers Integration Library Gets Commercial Backing'' + with AtomicJar' + v1_locations: + - docs/qa.md + year: N/A +https://thenewstack.io/testkube-a-new-approach-to-cloud-native-testing: + content_hash: 0c1745a8f0d6e7c692208e9ad1fedbc3d92213d3a14b4997d48f8196edfbcaf8 + description: '' + health_score: 100.0 + last_checked: 1779030199.270963 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: TestKube: A New Approach to Cloud Native Testing' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://thenewstack.io/testkube-cloud-native-testing-framework-for-kubernetes: + content_hash: 1b9c1b501be2135dc3ee22d69bd84e50519a23f65fd9adbd151a1ae68284aa81 + description: '' + health_score: 100.0 + last_checked: 1779030658.370142 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Testkube: A Cloud Native Testing Framework for Kubernetes' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://thenewstack.io/the-4-definitions-of-multicloud-part-1-data-portability: + content_hash: 13e93be08c43b0576234e24039993928808c31409994c74682ce4bfa1699d783 + description: '' + health_score: 100.0 + last_checked: 1779032731.907495 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The 4 Definitions of Multicloud: Part 1 β€” Data Portability' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/the-6-pillars-of-platform-engineering-part-1-security: + content_hash: 9d8ccd128e8bf69553faa2fcfb37e53d2f23c9712817e92b2c86c53b165a918e + description: '' + health_score: 100.0 + last_checked: 1779031528.286034 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The 6 Pillars of Platform Engineering: Part 1 β€” Security' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/the-benefits-and-drawbacks-of-dataops-in-practice: + content_hash: b18ed2766f3d43dec9154173721134d1624db738415b70edee118082473dcb59 + description: '' + health_score: 100.0 + last_checked: 1779034265.151843 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Benefits and Drawbacks of DataOps in Practice' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/the-best-site-reliability-engineering-tools-in-2021: + ai_summary: A specialized review of elite reliability tools, detailing their integration + with cloud infrastructure and error budget managers. It outlines how telemetry + tools can be leveraged programmatically within continuous deployment stages to + trigger automated rolling upgrades or fast rollbacks. + complexity: Intermediate + content_hash: 254266cd083401a05b4e101a88b643354e1b4d9b9f04a838df72d137d3ff9583 + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Site Reliability Engineering + - Operational Tooling + is_microservice: false + language: English + last_checked: 1779034522.875945 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Best Site Reliability Engineering Tools in 2021' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://thenewstack.io/the-challenges-of-monitoring-kubernetes-and-openshift: + content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3 + description: '' + health_score: 100.0 + last_checked: 1779032339.976003 + stars: 0 + status: online + title: 'thenewstack.io: The Challenges of Monitoring Kubernetes and OpenShift' + v1_locations: + - docs/monitoring.md + year: N/A +https://thenewstack.io/the-cloud-native-landscape-platforms-explained: + content_hash: c04d6959199ddd8499c01571ff0d8015a21ef6141ad2d68df43b1e5a8dba2bb1 + description: '' + health_score: 100.0 + last_checked: 1779033925.285006 + stars: 0 + status: online + title: 'thenewstack.io: The Cloud Native Landscape: Platforms Explained' + v1_locations: + - docs/introduction.md + year: N/A +https://thenewstack.io/the-coming-era-of-data-as-code: + content_hash: 47ceeab7ce765ef28ee88185f7ea05a01908c7312c0566a79db52105a0b3763a + description: '' + health_score: 100.0 + last_checked: 1779034288.511401 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Coming Era of Data as Code 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments: + ai_summary: 'Deconstructs the key engineering skillsets required to build and support + cloud security infrastructures. Contrast: Curator Insight emphasizes separate + security operations roles, while Live Grounding shows that these skills are being + abstracted into standard Platform Engineering team templates. Excellent career + roadmap.' + complexity: Intermediate + content_hash: d014e29842c60f4e7c64bf0bf332269d0898b90f615b06f29065d50691a38122 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Organizational Alignment + is_microservice: false + language: English + last_checked: 1779031440.115125 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The DevSecOps Skillsets Required for Cloud Deployments' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/the-future-of-microservices-more-abstractions: + content_hash: 32a7606ea43f5e0c14b7551ad20fbae17443ab78a078191d67d136bd0a96f41d + description: '' + health_score: 100.0 + last_checked: 1779031489.538303 + stars: 0 + status: online + title: 'thenewstack.io: The Future of Microservices? More Abstractions' + v1_locations: + - docs/introduction.md + year: N/A +https://thenewstack.io/the-future-of-ops-careers: + content_hash: cc03206aee97398501f86687fab1a2a3588a9b1b1a33c1ffd492aa01bb6e792e + description: '' + health_score: 100.0 + last_checked: 1779030479.091757 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Future of Ops Careers 🌟🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://thenewstack.io/the-growth-of-state-in-kubernetes: + content_hash: a17204f2e8a4997b11e973c5c80e168e879bc9a27aa2064c573a761088f025e1 + description: '' + health_score: 100.0 + last_checked: 1779030350.130994 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: The Growth of State in Kubernetes==' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/the-hidden-costs-of-service-meshes: + content_hash: 991e176ddd3e78f04cbd9fa90ca8f558e3a3ea169098553e0be45b0ae3c5d716 + description: '' + health_score: 100.0 + last_checked: 1779030891.291369 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Hidden Costs of Service Meshes' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://thenewstack.io/the-kubernetes-network-security-effect: + content_hash: 3425f48af1b21dd9845418a1d41bfad4a66ead91edee7497f52643e7e9354f78 + description: '' + health_score: 100.0 + last_checked: 1779033706.396853 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Kubernetes Network Security Effect 🌟' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp: + ai_summary: Reviews the shifts and priorities inside the updated OWASP Top 10 list. + Explores the expansion of broken access control, cryptographic failures, and injection + attacks, offering historical context and development tips for mitigation. + complexity: Intermediate + content_hash: 7e6a2fa436b9c88a104c90555bcf8b7962c10766466d5385dc8d467660913500 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Web Application Security + - Standards + is_microservice: false + language: English + last_checked: 1779032405.793721 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Latest OWASP Top 10 Surfaces Web Development Security Bugs' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/the-most-popular-cloud-native-storage-solutions: + content_hash: faf4291b9c2044bc614e34926ec7b8dff96a5f79c8b7efd21727bc222f63f11a + description: '' + health_score: 100.0 + last_checked: 1779033692.511776 + stars: 0 + status: online + title: 'thenewstack.io: The most popular cloud native solutions 🌟' + v1_locations: + - docs/kubernetes-storage.md + year: N/A +https://thenewstack.io/the-new-stacks-top-kubernetes-stories-of-2021: + content_hash: fdb225f1baf4fb45a03750d9a8dd65d8e8da2a354035869393019d98879dba01 + description: '' + health_score: 100.0 + last_checked: 1779034313.577513 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The New Stack’s Top Kubernetes Stories of 2021' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/the-next-kubernetes-management-frontier-automation: + content_hash: ad1b290f8ed2073361e33708a9a9573c9342a0b2f397b73f354f1aaa9b2facf0 + description: '' + health_score: 100.0 + last_checked: 1779031351.963771 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==thenewstack.io: The Next Kubernetes Management Frontier: Automation. Automation'' + Is No Longer a β€œNice to Have”== 🌟🌟' + v1_locations: + - docs/gitops.md + - docs/index.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/the-next-step-after-devops-and-gitops-is-cloud-engineering-pulumi-says: + content_hash: 26982ee738e38c5245e33687a3194e4e43a4c25a31e4b9d67016845af3ed4c0a + description: '' + health_score: 100.0 + last_checked: 1779031107.056648 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Next Step after DevOps and GitOps Is Cloud Engineering,'' + Pulumi Says' + v1_locations: + - docs/pulumi.md + v2_locations: + - pulumi.md + year: N/A +https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters: + ai_summary: Provides an introductory breakdown of the NSA/CISA collaborative guidelines + on hardening Kubernetes, highlighting pod security contexts, network segmentation, + and system logging requirements. + complexity: Beginner + content_hash: aeea21261f143c37c64c755f4f41d32887d152a670c46d782e49a97a5286eb16 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Compliance Auditing + - Hardening + is_microservice: false + language: English + last_checked: 1779031352.052574 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The NSA Can Help Secure Your Kubernetes Clusters' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes: + ai_summary: Explores the evolutionary path of running complex, stateful database + and data streaming systems natively on Kubernetes. It addresses the maturity of + operators, storage classes, and orchestrators that facilitate the deployment of + the complete data pipeline. The article details challenges regarding resource + management and high availability. + complexity: Advanced + content_hash: 4efc154cf2b240159e85432fbd4deb7a63c0ec5c38d4ffd8ff45cd70cb73925e + description: '' + health_score: 100.0 + hierarchy: + - Data Engineering + - Data on Kubernetes + - Orchestration + is_microservice: false + language: English + last_checked: 1779030390.892219 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[EMERGING]' + - '[GUIDE]' + title: 'thenewstack.io: The Path to Getting the Full Data Stack on Kubernetes' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/the-rise-of-event-driven-architecture: + ai_summary: Traces the industry shift from request-response synchronous APIs to + asynchronous event-driven models. It outlines the architectural advantages regarding + system resilience, temporal decoupling, and scalability. The analysis evaluates + standard broker technologies that enable reactive cloud-native systems. + complexity: Intermediate + content_hash: 36e254380e399089fe14e6880af229cfafd861ac2cbf3515383464187dcd71b3 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Architecture + - Event-Driven Systems + - Foundations + is_microservice: true + language: English + last_checked: 1779030720.669886 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: The Rise of Event-Driven Architecture' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/the-rise-of-the-event-streaming-database: + ai_summary: An analytical piece exploring the convergence of databases and stream + processing systems to create unified event-streaming databases. It addresses how + modern architectures require real-time log computation. Grounding tracks its evolution + toward modern systems like ksqlDB and Materialize. + complexity: Advanced + content_hash: b316ad78c6ba4382d68e5f8dbb0cc46429272f030edd6ab3483df2369c089dbd + description: '' + health_score: 100.0 + hierarchy: + - Data and Databases + - Stream Processing + - Streaming Databases + is_microservice: true + language: English + last_checked: 1779032197.966076 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Rise of the Event Streaming Database 🌟' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://thenewstack.io/the-rush-to-fix-the-kubernetes-failover-problem: + content_hash: cfc8875d19bdf01558282a5b5fb3b2704e88208b47ec871f6ad43ba9fd175119 + description: '' + health_score: 100.0 + last_checked: 1779032518.553686 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Rush to Fix the Kubernetes Failover Problem' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/the-scalability-myth: + content_hash: e21cca0093cf4266484910a6ba15a81fb0f683677c98b15261baacd3394e3cbd + description: '' + health_score: 100.0 + last_checked: 1779031422.610286 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Scalability Myth' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/the-site-reliability-engineering-tool-stack: + ai_summary: 'A comprehensive reference detailing the typical software suites utilized + across modern SRE organizations. It groups tools into critical segments: observability + engines, configuration managers, automated deployment tooling, issue-tracking + dashboards, and dynamic status portals.' + complexity: Intermediate + content_hash: 1275ca5e4bd217dab0e15fbfd37a9eec9fa63d295f6f99e758b500c3914300ca + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Site Reliability Engineering + - Operational Tooling + is_microservice: false + language: English + last_checked: 1779030232.040644 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Site Reliability Engineering Tool Stack' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://thenewstack.io/the-state-of-kubernetes-key-challenges-and-the-role-of-ai: + content_hash: 876bced0e72ec15a95211c4047acfcdaf53f4f9e512b326854f4329a46c2235d + description: '' + health_score: 100.0 + last_checked: 1779030024.922512 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The State of Kubernetes: Key Challenges and the Role of'' + AI' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/the-time-to-decide-on-docker-desktop-has-arrived: + content_hash: 9add4eaf1908979240afa0e56a6f8eb25e55f2ee49f1ce22eba0ab5ae887084d + description: '' + health_score: 100.0 + last_checked: 1779031440.076291 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Time to Decide on Docker Desktop Has Arrived' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-them: + ai_summary: 'Identifies the five most critical secrets management mistakesβ€”such + as hardcoding or relying on static API keysβ€”and outlines concrete mitigations. + Contrast: Curator Insight points to basic vault storage patterns, while Live Grounding + confirms that modern architectures rely on dynamic identity authentication (e.g., + SPIFFE/SPIRE). Indispensable coding guide.' + complexity: Intermediate + content_hash: 053e8579e451b5f24e1940222fad59b9a44af04eb80f0fe3b3c1e1991825b70c + description: '' + health_score: 100.0 + hierarchy: + - Application Security + - Secrets Management + - Best Practices + is_microservice: true + language: English + last_checked: 1779032244.858547 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Top 5 Secrets Management Mistakes and How to Avoid Them' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise: + ai_summary: Outlines critical market triggers forcing traditional enterprise engineering + platforms to pivot to automated AI observability pipelines. Focuses on managing + scale complexity in high-volume microservices ecosystems. + complexity: Beginner + content_hash: f659a90690a53665520ec042872b24ac217c5792f8ce56b1de5c2228dde62157 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Management + - AIOps + - Industry Trends + is_microservice: true + language: English + last_checked: 1779031061.208653 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Urgency Driving AIOps into Your Enterprise' + v1_locations: + - docs/ai.md + v2_locations: + - ai.md + year: N/A +https://thenewstack.io/this-week-in-programming-all-hail-visual-studio-code: + content_hash: 8358a8656dbcb0da4c4db2d50690dbcf94b8e895767ef99220cb29135e7ac57d + description: '' + health_score: 100.0 + last_checked: 1779029113.299091 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: This Week in Programming: All Hail Visual Studio Code' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://thenewstack.io/this-week-in-programming-aws-completes-elasticsearch-fork-with-opensearch: + content_hash: 7246f78ee5aa6e789e06f0d0e499fec0a5614daedf9262cbc727c5354a41c6c4 + description: '' + health_score: 100.0 + last_checked: 1779030583.162286 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: This Week in Programming: AWS Completes Elasticsearch Fork'' + with OpenSearch' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/this-week-in-programming-can-you-feel-the-burn: + ai_summary: An industry column exploring software engineering burnout and stress. + It offers actionable strategies for team leaders to cultivate healthier environments + and manage delivery demands. + complexity: Beginner + content_hash: 561429c215aea122620834d0de55152032cfab31ed190b4b018030f0acfe21c0 + description: '' + health_score: 100.0 + hierarchy: + - Professional Development + - Cloud Culture + - Mental Health + is_microservice: false + language: English + last_checked: 1779031410.377102 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: This Week in Programming: Can You Feel the Burn?' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://thenewstack.io/this-week-in-programming-kubernetes-from-day-one: + content_hash: 4a93d0778503e9f71387d8993c7adbdcdf5a2633d24bf1eb3369e98b24a6354f + description: '' + health_score: 100.0 + last_checked: 1779032622.556265 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: This Week in Programming: Kubernetes from Day One? 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/this-week-in-programming-the-elasticsearch-saga-continues: + content_hash: f6f9ca97fb89748f1354dcb3802eb408fb7e36016d954a36033ef2c9ff068d3a + description: '' + health_score: 100.0 + last_checked: 1779029573.219746 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: This Week in Programming: The ElasticSearch Saga Continues' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/this-week-in-programming-windows-opens-up-to-android-developers: + content_hash: 75fdd9c4286834e2d1b149e7ed5c28acf7a67901ccf6bd0538bb941fc21fadc0 + description: '' + health_score: 100.0 + last_checked: 1779031642.36224 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: This Week in Programming: Windows Opens Up to Android Developers' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://thenewstack.io/tigera-aims-ease-connectivity-pain-kubernetes: + content_hash: ce324f75cac9ce1dedc76a360b4d1111028392d339e272a632be07a175a9acc3 + description: '' + health_score: 100.0 + last_checked: 1779032179.875021 + stars: 0 + status: online + title: 'thenewstack.io: Tigera''s Calico Aims to Ease Connectivity Pain with Kubernetes' + v1_locations: + - docs/kubernetes-networking.md + year: N/A +https://thenewstack.io/tracing-why-logs-arent-enough-to-debug-your-microservices: + content_hash: 1d30d83f126b76bd71cc7a5e3018171404f114cfdaa3bd903ca38caa47ad83ef + description: '' + health_score: 100.0 + last_checked: 1779033976.65854 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Tracing: Why Logs Aren’t Enough to Debug Your Microservices'' + 🌟' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/transform-and-future-proof-your-architecture-with-mach: + content_hash: 89a13245527c740dd690ee9574f42adbc171291d0af21f651718e1ada8c1f28b + description: '' + health_score: 100.0 + last_checked: 1779031620.189954 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Transform and Future-Proof Your Architecture with MACH' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/tricks-for-cloud-cost-optimization: + content_hash: 653299326c6fca86268812939c1ddb09a683a8186eca564f011552939dfe7f1e + description: '' + health_score: 100.0 + last_checked: 1779033428.655769 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Tricks for Cloud Cost Optimization | Pavan Belagatti' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://thenewstack.io/triggermesh-open-sourcing-event-driven-applications: + content_hash: 1e5b4deeba5cfb8af0405c3c5ef3a8e939ae06ba05cf1f2bc949e60d8468e466 + description: '' + health_score: 100.0 + last_checked: 1779032054.602877 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: TriggerMesh: Open Sourcing Event-Driven Applications' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md + year: N/A +https://thenewstack.io/true-success-in-process-automation-requires-microservices: + content_hash: b6bd5a2acda33ded1100ca4dfaec8a0605bd05652d4e367b18767ddabb1fe78e + description: '' + health_score: 100.0 + last_checked: 1779031410.322177 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: True Success in Process Automation Requires Microservices' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/trusted-delivery-policy-based-compliance-the-gitops-way: + content_hash: ddd890fed05edf1e74e1a72abeff6e37c5652013d630ffb6deb449b254b4fc56 + description: '' + health_score: 100.0 + last_checked: 1779031431.355276 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Trusted Delivery: Policy-Based Compliance the GitOps Way' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf: + ai_summary: Architectural breakdown of the performance gains of running Calico eBPF + on AKS. Explains how the eBPF data plane bypasses traditional IPTables limits, + offering superior routing performance, direct packet insights, and reduced resource + footprint. + complexity: Advanced + content_hash: 6edeffa2adf8e405f7fcb8dfe634404fbd8cf566fd2e8d648675190df6dc52e9 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Networking + is_microservice: false + language: English + last_checked: 1779030688.495137 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Turbocharging AKS Networking with Calico eBPF' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://thenewstack.io/tutorial-configure-cloud-native-edge-infrastructure-with-k3s-calico-portworx: + content_hash: 16713f9cf470c4b399cf6a448f75394d522d63d450a1e8c8eb94631628d6e970 + description: '' + health_score: 100.0 + last_checked: 1779033770.474856 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Tutorial - Configure Cloud Native Edge Infrastructure with'' + K3s, Calico, Portworx' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos: + content_hash: 3fe00b8984bdd3e6f3a5f5b3a218fb186aab0113401bd3de5022ea421fd11f07 + description: '' + health_score: 100.0 + last_checked: 1779029070.323993 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Tutorial: Connect Amazon EKS and Azure AKS Clusters with Google Anthos' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster: + content_hash: 58c1dd7beca3a868047251592583590ecec7215f1fe778a834ab18208e78b1c8 + description: '' + health_score: 100.0 + last_checked: 1779030086.805154 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Tutorial: Deploy Anthos Apps from GCP Marketplace into Amazon EKS Cluster' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management: + content_hash: 828f13c322fa26dc0df0910ac07e2725e09dbcbc918b572a6bf79055620a861b + description: '' + health_score: 100.0 + last_checked: 1779030824.547037 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: GitOps in Multicluster Environments with Anthos Config Management' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://thenewstack.io/tutorial-host-a-local-podman-image-registry: + content_hash: 02a8a2f6fefd054143eedc993517340ab4d895add4a0c31dc89b14388cfd7f56 + description: '' + health_score: 100.0 + last_checked: 1779029366.803948 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Tutorial: Host a Local Podman Image Registry 🌟' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic-kubernetes-service: + ai_summary: Tutorial on integrating OpenEBS as a container-attached storage engine + on AWS EKS to manage local and persistent block storage natively. + complexity: Advanced + content_hash: b7c5b6911fa580b09855ff61e5933938115b35135e88852723490b39910cf970 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Storage + - Cloud-Native Storage + is_microservice: false + language: en + last_checked: 1779033757.436537 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Install and Configure OpenEBS on Amazon Elastic Kubernetes'' + Service' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://thenewstack.io/understand-the-aws-shared-responsibility-model-for-kubernetes: + content_hash: 49e9f9cf77f36d5f306a1d0dbcbb2d567c851a4d8e871e50d346c505f6ade3a6 + description: '' + health_score: 100.0 + last_checked: 1779033640.107695 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The AWS Shared Responsibility Model for Kubernetes' + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +https://thenewstack.io/understanding-gitops-the-latest-tools-and-philosophies: + content_hash: 9b5d41aa80747e02e587d90fd34be266e398530a5a669e1e9d5b936f36c01d22 + description: '' + health_score: 100.0 + last_checked: 1779031720.152292 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Understanding GitOps: The Latest Tools and Philosophies' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/unifying-kubernetes-service-networking-again-with-the-gateway-api: + content_hash: 2506cc7a4bb55c1a45d33c3550aa3b2c4b18553fb55ed47cc167d1b2d262ebc4 + description: '' + health_score: 100.0 + last_checked: 1779032968.930533 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Unifying Kubernetes Service Networking (Again) with the'' + Gateway API 🌟' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and-password: + ai_summary: Security breakdown analyzing CVE-2021-32690, where Helm leaked sensitive + credential headers during remote chart requests. Critical warning illustrating + why regular client patching is necessary. + complexity: Intermediate + content_hash: 3fbcc1d8de4b59bb503e2ef66f975237d3c9683d601a08f4ffd07519f61c8c93 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery and GitOps + - Package Management + - Helm Security + is_microservice: false + language: English + last_checked: 1779032337.496024 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'thenewstack.io: Upgrade Helm if You Don’t Want to Share Your Username and'' + Password (Helm’s CVE-2021-32690) 🌟' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://thenewstack.io/use-chaos-engineering-to-strengthen-your-incident-response: + content_hash: 09b902b8fe25541fa0b544d75bccb461966111801575012dc8bb0ef3daab4d39 + description: '' + health_score: 100.0 + last_checked: 1779032588.797944 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Use Chaos Engineering to Strengthen Your Incident Response' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/use-low-code-to-reduce-friction-for-cloud-operations-teams: + ai_summary: Examines leveraging visual low-code automation to alleviate operations + team workloads. Recommends strategies for scaling cloud operations without expanding + engineering friction. + complexity: Intermediate + content_hash: d27c78dd0dac669b5fb10f5dd48313c0318738fa9ca35e289f060243046663fd + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure Development + - Software Engineering + - Low-Code + is_microservice: false + language: en + last_checked: 1779033040.560043 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Use Low Code to Reduce Friction for Cloud Operations Teams' + v1_locations: + - docs/lowcode-nocode.md + v2_locations: + - lowcode-nocode.md + year: N/A +https://thenewstack.io/using-chaos-engineering-to-improve-the-resilience-of-stateful-applications-on-kubernetes: + content_hash: 973d5c1c58c63606caa9820e9dddab767e744efa28826c42d9f1bb474904fb45 + description: '' + health_score: 100.0 + last_checked: 1779033808.207704 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Using Chaos Engineering to Improve the Resilience of Stateful'' + Applications on Kubernetes' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data: + ai_summary: Technical deep-dive on Retrieval-Augmented Generation (RAG). Outlines + how to query private corporate document indexes using semantic vector databases + paired with ChatGPT-style APIs securely. + complexity: Advanced + content_hash: 6a840541f51fdb019c2f1fcfb37c592726a16cb682292b395f21580e61a23bb0 + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Retrieval-Augmented Generation + - Enterprise AI + is_microservice: true + language: English + last_checked: 1779030020.739732 + needs_ai_refresh: true + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: Using ChatGPT for Questions Specific to Your Company Data' + v1_locations: + - docs/chatgpt.md + v2_locations: + - chatgpt.md + year: N/A +https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh: + ai_summary: A valuable integration guide demonstrating how to use Traefik as the + external edge ingress router while leveraging Istio's internal service mesh to + govern east-west traffic patterns and microservices telemetry. + complexity: Advanced + content_hash: a310675a84f079aafb1dfd6d7e0b425928208ed31027c6d5225e9597996398a9 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Ingress + - Traefik + - Istio Integration + is_microservice: true + language: English + last_checked: 1779031800.169587 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'thenewstack.io: Using Traefik Ingress Controller with Istio Service Mesh' + v1_locations: + - docs/web-servers.md + v2_locations: + - web-servers.md + year: N/A +https://thenewstack.io/validate-service-level-objectives-of-rest-apis-using-iter8: + ai_summary: A technical walkthrough detailing how to integrate Iter8 with CI/CD + runners to automatically validate REST API SLO configurations. The tutorial includes + sample manifests for monitoring API response times and failure rates under heavy + synthetic request loads. + complexity: Intermediate + content_hash: 31a23209a9666aa5bc3823bfefa1b3d4b0e02decb2d7cdea4b82499d3feec737 + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Service Level Objectives + - Testing and Validation + is_microservice: true + language: English + last_checked: 1779030192.696349 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Validate Service-Level Objectives of REST APIs Using Iter8' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://thenewstack.io/vfunction-transforms-monolithic-java-to-microservices: + content_hash: 4234748a6aea676d0b6401b8132b2d3bce46c3d8b0fb1a703c800ec4eb7c62f2 + description: '' + health_score: 100.0 + last_checked: 1779030931.629751 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: vFunction Transforms Monolithic Java to Microservices' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/waf-securing-applications-at-the-edge: + ai_summary: Outlines Web Application Firewall implementations deployed directly + to edge computing nodes. Details methods for offloading SSL inspection and Layer-7 + request filtering to protect origin endpoints from bad payloads. + complexity: Intermediate + content_hash: fa6612b3318ad230d1e13f42c8e56f1d58b50bae47f9bb5804f6123f20df8eff + description: '' + health_score: 100.0 + hierarchy: + - Security + - Network Security + - WAF + is_microservice: false + language: English + last_checked: 1779031468.44741 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: WAF: Securing Applications at the Edge' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/wait-do-we-need-to-hold-up-on-gitops: + content_hash: a5e4f6965cbc1e894f46ca993d4a4c758dc20d76050d47eb4cb79bcfe25bc855 + description: '' + health_score: 100.0 + last_checked: 1779033761.333823 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Wait, Do We Need to Hold Up on GitOps?' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager: + ai_summary: A walkthrough of Bitwarden's specialized secrets management service. + Demonstrates how developers and DevOps teams can leverage centralized secrets + isolation to secure machine-to-machine integrations and mitigate hardcoded credential + exposures in automated integration pipelines. + complexity: Intermediate + content_hash: 27618c27872de2cf55359323225801942023e6172876a1df120aae74ac329cb2 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Secrets Management + - Bitwarden + is_microservice: false + language: en + last_checked: 1779033236.756945 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Walkthrough: Bitwarden’s New Secrets Manager' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-team: + ai_summary: Discusses the paradigm shift required in modern engineering organizations + to transition from traditional gatekeeping security to shared responsibility models. + Contrasts top-down enforcement with decentralized enablement, showing how embedding + security advocates within product teams accelerates delivery without compromising + compliance. + complexity: Intermediate + content_hash: 9ab6079c47a3de97f02e3c6be506cab53bf3d15f027ff0044bd69eab4b4f48b7 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Organizational Alignment + is_microservice: false + language: English + last_checked: 1779034288.493784 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Want Real Cybersecurity Progress? Redefine the Security'' + Team' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/wave-goodbye-to-release-nights: + ai_summary: An article framing how feature toggling transforms organizational release + management. By making deployments a routine, low-risk daylight event, teams can + decouple IT release operations from strict business-facing marketing launches. + complexity: Beginner + content_hash: 15d8d287044fd43a96fa33dbeea40ba56b729cf7860e5c3bcfd38f72634c782f + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Architecture Patterns + - Feature Management + is_microservice: false + language: English + last_checked: 1779034228.925569 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Wave Goodbye to Release Nights' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://thenewstack.io/we-pushed-helm-to-the-limit-then-built-a-kubernetes-operator: + content_hash: 7d5bc0527530c9a546d9552d693e68bdad4a57618fb65e841ee93631f7457843 + description: '' + health_score: 100.0 + last_checked: 1779032802.011579 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: We Pushed Helm to the Limit, then Built a Kubernetes Operator'' + 🌟' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md + year: N/A +https://thenewstack.io/weave-gitops-core-integrates-git-with-kubernetes: + content_hash: 29810ee3e0cf6ff26ca81a906296d7c676813bb552250d99740564e8645a07c1 + description: '' + health_score: 100.0 + last_checked: 1779031360.368228 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Weave GitOps Core Integrates Git with Kubernetes' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/weave-gitops-trusted-delivery-a-road-to-kubernetes-sanity: + content_hash: d2f619954b47b373beb529a333ddd0a96deae603ae89c9cd6b873979c5c0bed0 + description: '' + health_score: 100.0 + last_checked: 1779032524.711354 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Weave GitOps Trusted Delivery: A Road to Kubernetes Sanity?' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps: + content_hash: 464e95b3fc55b3d93cc5fff93f4e6bf1ca1feb8cc23533b2cb204805530f090a + description: '' + health_score: 100.0 + last_checked: 1779031110.988417 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Weaveworks Adds Policy as Code to Secure Kubernetes Apps'' + (Magalix)' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md + year: N/A +https://thenewstack.io/web3-architecture-and-how-it-compares-to-traditional-web-apps: + content_hash: ed79460af92cca0c7a3e70a8dc7683db6a9447a49cde161d0cfe542e784f9111 + description: '' + health_score: 100.0 + last_checked: 1779034288.526832 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Web3 Architecture and How It Compares to Traditional Web'' + Apps' + v1_locations: + - docs/web3.md + v2_locations: + - web3.md + year: N/A +https://thenewstack.io/what-david-flanagan-learned-fixing-kubernetes-clusters: + content_hash: d4a9c6616b30d12cc7972806f4b21b1800df66240688fb77e4701cbb3e77b570 + description: '' + health_score: 100.0 + last_checked: 1779033342.660621 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: What David Flanagan Learned Fixing Kubernetes Clusters' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md + year: N/A +https://thenewstack.io/what-does-it-take-to-manage-hundreds-of-kubernetes-clusters: + content_hash: f25a03caa0b91f79273bafeebd3c829482be7162ca2c96fb17eacaa6d5f96c9d + description: '' + health_score: 100.0 + last_checked: 1779033665.714131 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: What Does It Take to Manage Hundreds of Kubernetes Clusters?' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/what-is-cloud-automation-and-how-does-it-benefit-it-teams: + content_hash: 8c10a60dfa0dfbe857452e04535ccd085f1f3c3403caa6d42c8879ba3b0f468e + description: '' + health_score: 100.0 + last_checked: 1779032483.56932 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: What Is Cloud Automation and How Does It Benefit IT Teams?'' + 🌟' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/what-is-container-monitoring: + content_hash: 31537e2b45a43bf7fd703f768c1d746eb269b1dde72095ff9c4abcb10b8c8a02 + description: '' + health_score: 100.0 + last_checked: 1779032877.853297 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: What Is Container Monitoring?' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://thenewstack.io/what-is-data-management-in-the-kubernetes-age: + content_hash: d3e356d2bf81cde7ea157c8b3b3648cb491e59b73fa85b0b053268aa8e2bb201 + description: '' + health_score: 100.0 + last_checked: 1779029294.481482 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: What Is Data Management in the Kubernetes Age?' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://thenewstack.io/what-is-gitops-and-why-it-might-be-the-next-big-thing-for-devops: + content_hash: 489203d7c644a615dd8c991690faeec1a09c7b7699df5401d74e958dc09808c7 + description: '' + health_score: 100.0 + last_checked: 1779032034.642614 + stars: 0 + status: online + title: 'thenewstack.io: What Is GitOps and Why It Might Be The Next Big Thing for'' + DevOps' + v1_locations: + - docs/gitops.md + year: N/A +https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it: + ai_summary: Provides a thorough introduction to the core architecture of Istio, + explaining the separation of the control plane (istiod) and the data plane (Envoy + proxies). Explains the essential value proposition of adopting a service mesh, + focusing on centralized security enforcement, resilient communication networks, + and platform-level observability. + complexity: Beginner + content_hash: bcfede3a36bc07f00ba95f0c264d3d6ec2186ae0ba04ddcfe7e0cb83b20938fd + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Architecture + - Foundational Concepts + is_microservice: true + language: English + last_checked: 1779031141.009236 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: What Is Istio and Why Does Kubernetes Need it? 🌟' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://thenewstack.io/what-is-the-modern-cloud-native-stack: + content_hash: eeefa4fa6acc8dd75eeee12ab1d89a2b28b99b294f7018e61cfd5a536e563f57 + description: '' + health_score: 100.0 + last_checked: 1779032039.338529 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: What is the modern cloud native stack? 🌟🌟' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/what-we-learned-from-enabling-developer-self-service: + content_hash: 6be77340d2504bb730f004e48fddd170477d817d0f4c273ce0a689d34baceea9 + description: '' + health_score: 100.0 + last_checked: 1779033704.431828 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: What We Learned from Enabling Developer Self-Service 🌟' + v1_locations: + - docs/index.md + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://thenewstack.io/what-workloads-do-businesses-run-on-kubernetes: + content_hash: 035fd024d96364f8c45a2f169d05e4cb38099158de721c8b902228cabd08b7c1 + description: '' + health_score: 100.0 + last_checked: 1779029862.685988 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: What Workloads Do Businesses Run on Kubernetes?' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/whats-the-biggest-gap-in-kubernetes-storage-architecture: + content_hash: 6344324df8511629ef9b129836874e773002826dfce9bd2d3ae36033ac386974 + description: '' + health_score: 100.0 + last_checked: 1779029631.194312 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: The Biggest Gap in Kubernetes Storage Architecture?' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/when-is-decentralized-storage-the-right-choice: + content_hash: ec5fb2479f181c7d397be121d1ace6d6c4d60136f5f42b24c1a38aebcf1a555a + description: '' + health_score: 100.0 + last_checked: 1779033335.985549 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: When Is Decentralized Storage the Right Choice?' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/when-you-need-or-dont-need-service-mesh: + ai_summary: Discusses when a service mesh is actually required during cloud migrations, + defining the technical criteria that justify the added operational complexity. + complexity: Intermediate + content_hash: 5cf1cb44440ea7ee0e3022dd3c7de1da1a1a0fc4a090684a992c1f2f257610db + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Service Mesh + - Evaluations + is_microservice: true + language: en + last_checked: 1779031016.853309 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io - Service Mesh: The Gateway to Cloud Migration' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve: + ai_summary: 'Presents a maturity taxonomy to help engineering departments benchmark + their progression towards fully automated, self-healing security environments. + Contrast: Curator Insight maps qualitative milestones, while Live Grounding proves + that mapping security readiness to MTTR metrics yields highly accurate risk reduction + measurements. Vital leadership resource.' + complexity: Intermediate + content_hash: 062c3605d04115653bc08e7579a454e5eb87f679641554b002d22467863cc278 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Maturity Frameworks + is_microservice: false + language: English + last_checked: 1779033384.654005 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Where Are You on the DevSecOps Maturity Curve?' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-devops: + ai_summary: A structural examination of the technical overlaps between DevOps and + SRE, outlining how automated observability pipelines and telemetry serve both + teams. + complexity: Intermediate + content_hash: edaaace5f17be44d488bc15301c22af12b1d2c12761f0ff2956436223c25e284 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Site Reliability Engineering + - Foundations + is_microservice: true + language: English + last_checked: 1779029464.94795 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Where Site Reliability Engineering Overlaps with DevOps' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is-not-enough: + ai_summary: Investigates the limitations of purely CLI-based diagnostics, highlighting + situations where multi-dimensional cluster interfaces speed up root cause analysis. + complexity: Beginner + content_hash: 74856fef4ae7e045cc21cfb07f4c55955641eac4a0c9d9a169a7728915d08240 + description: '' + health_score: 100.0 + hierarchy: + - Operations and Management + - Cluster Visualizers + - UI Philosophy + is_microservice: false + language: English + last_checked: 1779030000.487714 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Who Needs a Dashboard? Why the Kubernetes Command Line Is'' + Not Enough' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://thenewstack.io/why-and-how-you-should-manage-json-with-sql: + ai_summary: Explains how to query and manipulate semi-structured JSON payloads natively + in relational databases using modern SQL. Offers a roadmap for blending NoSQL + flexibility with transactional relational databases. + complexity: Intermediate + content_hash: c032b2a880b59f1532076bebd834b379f633c5f361c61f331e0ad1e48147d3bb + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - Relational Databases + - JSON Operations + is_microservice: false + language: English + last_checked: 1779030604.855432 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'thenewstack.io: Why (and How) You Should Manage JSON with SQL' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://thenewstack.io/why-argo-cd-is-the-lifeline-of-gitops: + ai_summary: An industry report outlining why Argo CD became a central standard for + cloud-native delivery, highlighting its UI, multi-cluster reach, and powerful + declarative configuration matching. + complexity: Intermediate + content_hash: 63249a0f5339d4d20162231f4c793e0b6dbbed3e673945daf1ce4583dbdb6761 + description: '' + health_score: 100.0 + hierarchy: + - GitOps + - Continuous Delivery + - Industry Insights + is_microservice: false + language: English + last_checked: 1779029189.8285 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why ArgoCD Is the Lifeline of GitOps' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://thenewstack.io/why-backend-developers-should-fall-in-love-with-graphql-too: + content_hash: 07981d0a0c694c90d28c8a9f9d19169aa7198a7a6d707b6689fb810d4f0b3b6a + description: '' + health_score: 100.0 + last_checked: 1779034568.930657 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why Backend Developers Should Fall in Love with GraphQL'' + too' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://thenewstack.io/why-businesses-want-to-enable-no-code-and-low-code-automation: + ai_summary: Analyzes business-driven factors pushing for the integration of low-code + environments. Examines cost-saving parameters and democratization patterns in + software engineering. + complexity: Beginner + content_hash: 5a990d5d5dcb30009a71eb737676bce663ee44bc50cd2d544d60136f7e675306 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure Development + - Software Engineering + - Low-Code + is_microservice: false + language: en + last_checked: 1779031622.419645 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why Businesses Want to Enable β€˜No-Code’ and β€˜Low-Code’ Automation' + v1_locations: + - docs/lowcode-nocode.md + v2_locations: + - lowcode-nocode.md + year: N/A +https://thenewstack.io/why-chaos-engineering-isnt-just-for-operations: + content_hash: 2b8231ecb1ace5e92b9064b698d9dbe4ef7f140a464458dd9c9bc12576b8d26b + description: '' + health_score: 100.0 + last_checked: 1779033917.20446 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why Chaos Engineering Isn’t Just for Operations' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://thenewstack.io/why-choose-a-nosql-database-there-are-many-great-reasons: + content_hash: ca7e0440d645266e409c0d42e6c53ce49b7e99302f0ff283c600024bde70d800 + description: '' + health_score: 100.0 + last_checked: 1779030232.025197 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why Choose a NoSQL Database? There Are Many Great Reasons' + v1_locations: + - docs/nosql.md + v2_locations: + - nosql.md + year: N/A +https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach: + ai_summary: 'Details why cloud-native microservices require zero-trust strategies + to mitigate network-based lateral threat progression. Contrast: Curator Insight + focuses on conceptual ideas of dynamic identity, while Live Grounding proves that + Service Meshes (Istio) and mutual TLS represent the standard implementation framework. + Critical reading for cloud architects.' + complexity: Advanced + content_hash: 1c3f46b5b141b7be53a7466ed2514a9c1332163fda52fc72877e2c9c9bd46469 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Zero Trust + - Architecture Design + is_microservice: true + language: English + last_checked: 1779029565.297245 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why Cloud Native Systems Demand a Zero Trust Approach' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://thenewstack.io/why-compute-and-storage-should-be-decoupled-for-log-management-at-scale: + content_hash: 6a2ffce93ffe34e30b1447632a090571f0beae6b4198b852df6d015e039cd1dc + description: '' + health_score: 100.0 + last_checked: 1779032345.692724 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Compute and Storage Should Be Decoupled for Log Management'' + at Scale' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://thenewstack.io/why-developers-should-learn-kubernetes: + content_hash: 66896ec1b4c14173af875539f8bf88cae4fffeaa1e219208eb6ab4072ffecc3c + description: '' + health_score: 100.0 + last_checked: 1779030708.465898 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why developers should learn kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes: + ai_summary: An analytical deep dive examining the key functional limits of native + Kubernetes load balancing. Explains how an enterprise service mesh like Istio + delivers crucial application-layer networking enhancements, including fine-grained + traffic shifting, mTLS, and observability. + complexity: Beginner + content_hash: f6f5f9494aa9935170012f57457975ec293650ac63ff00b12cf6499b0b8f965b + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Architecture + - Foundational Concepts + is_microservice: true + language: English + last_checked: 1779029899.220563 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'thenewstack.io: Why Do You Need Istio When You Already Have Kubernetes?'' + 🌟' + v1_locations: + - docs/istio.md + v2_locations: + - istio.md + year: N/A +https://thenewstack.io/why-kubernetes-has-emerged-as-the-os-of-the-cloud: + content_hash: 1fcaefcd3af8e3c3003e31fa8515bb107041af43d2f66ca419cbee08e88e3b7c + description: '' + health_score: 100.0 + last_checked: 1779030882.811833 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why Kubernetes Has Emerged as the β€˜OS’ of the Cloud' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +? https://thenewstack.io/why-open-source-project-maintainers-are-reluctant-to-use-digital-signatures-two-factor-authentication +: ai_summary: Analyzes security friction and adoption barriers of cryptographically + signed commits (GPG/SSH) and MFA among open-source maintainers. It highlights + user experience shortcomings in package registries and version control interfaces + that impede standardized software supply chain security. + complexity: Advanced + content_hash: 5db84644040572405a454dd19d33d4822392b4c26e8bcf455fba0794638df612 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Security Compliance + is_microservice: false + language: English + last_checked: 1779031393.034069 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Why Open Source Project Maintainers are Reluctant to use'' + Digital Signatures, Two-Factor Authentication' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://thenewstack.io/will-grafana-become-easier-to-use-in-2022: + content_hash: 9e89b2473f42c36452454ad33a6d6b18e6d0ee4d1b26aec3c1e5b71565c3071d + description: '' + health_score: 100.0 + last_checked: 1779034482.375214 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'thenewstack.io: Will Grafana Become Easier to Use in 2022?' + v1_locations: + - docs/grafana.md + v2_locations: + - grafana.md + year: N/A +https://thenewstack.io/yet-another-log4j-security-problem-appears: + ai_summary: Tracks the rapid evolution of secondary Log4j exploits discovered following + initial mitigation attempts. 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Curator insight analyzes vectors such + as service account token theft and mounting the host socket. 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At runtime, memory requests do nothing, but CPU requests DO" 🌟' + v1_locations: + - docs/kubernetes.md + year: N/A +https://twitter.com/addyosmani: + content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728 + health_score: 100.0 + last_checked: 1779033213.504763 + v1_locations: + - docs/ChromeDevTools.md +https://twitter.com/agarcia: + content_hash: a9213f547242ae7b5ade9817370c417c123598fea0a81b82dd15041690901728 + description: '' + health_score: 100.0 + last_checked: 1779034134.622106 + stars: 0 + title: Excellent description of user ids and access rights in Docker; it’s a non' + trivial issue and there’s no silver bullet other than to avoid running your containers + with a privileged user. 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There is a general confusion between' + encoding and encryption. 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Live Grounding: ARMOSec + offers explicit remediation actions, network policy guidance, and best practices + to isolate and secure Argo CD controller components against credential theft.' + complexity: Advanced + content_hash: c43e6cfbd19155cbaafde498510edd6cccbbdc9267e9bd3bca5d67600a6db4b9 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Security + - Vulnerabilities + is_microservice: false + language: English + last_checked: 1779032553.273716 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'armosec.io: CVE 2022-24348 – Argo CD High Severity Vulnerability and its'' + impact on Kubernetes' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://www.armosec.io/blog/kubernetes-1-26-everything-you-should-know: + content_hash: ed91140c3113082248b21d68e90afd20efdb39291124db2aec652d3a1e0eb2dd + description: '' + health_score: 100.0 + last_checked: 1779029971.103007 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'armosec.io: Kubernetes Version 1.26: Everything You Should Know' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://www.armosec.io/blog/kubernetes-1-27-release: + content_hash: b5161cd1810c86874697364a6ab84100ec4d59f128356cd236fd6dd8da8ffecf + description: '' + health_score: 100.0 + last_checked: 1779033263.520213 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'armosec.io: Kubernetes 1.27 Release: Enhancements and Security Updates' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://www.armosec.io/blog/kubernetes-data-storage: + content_hash: edaf6e95b96c608f7a47ada7148fc7e490bdc78527af88bb0f747a0773e05a2f + description: '' + health_score: 100.0 + last_checked: 1779029571.374086 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'armosec.io: Data Storage in Kubernetes' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://www.armosec.io/blog/kubernetes-gateway-api: + content_hash: 7750a0a84e1003a275d8cdec45cf1791332644a09d2854c6f2774303738c725c + description: '' + health_score: 100.0 + last_checked: 1779030992.863904 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==armosec.io: The New Kubernetes Gateway API and Its Use Cases==' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://www.armosec.io/blog/kubernetes-ingress-beginners-guide: + content_hash: 10271732348a6193d460cdcb7908c0c4bb10934ec8cfa2d7be627f0adf301e64 + description: '' + health_score: 100.0 + last_checked: 1779030535.026022 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'armosec.io: Getting Started with Kubernetes Ingress | Ben Hirschberg' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://www.armosec.io/blog/kubernetes-ingress-security: + ai_summary: Addresses specific attack vectors targeting Kubernetes ingress resources + and gateways. Details defensive blueprints, including rate limiting configurations, + TLS termination standards, and security annotation validation to prevent path-traversal + exploits. + complexity: Advanced + content_hash: 12a48b132fbf26ca1fa3c395fdb53843d3e504e270e19230b6590e9638d1259d + description: '' + health_score: 100.0 + hierarchy: + - Platform Security + - Ingress Controllers + - Network Policies + is_microservice: false + language: English + last_checked: 1779032551.190494 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: '==armosec.io: How to secure Kubernetes Ingress?==' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.armosec.io/blog/kubernetes-misconfigurations: + content_hash: 626f8a0d4a80c01ff6845528fb967c8ed71184e4d783ec7f2e75cb05d2ffb62e + description: '' + health_score: 100.0 + last_checked: 1779034480.291644 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'armosec.io: How to avoid Kubernetes misconfigurations' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.armosec.io/blog/kubernetes-security-best-practices: + ai_summary: 'Curator Insight: Comprehensive security handbook focused on practical + remediation. Live Grounding: Authored by Armo (developers of Kubescape); highly + detailed on network security, host configuration, and scanning orchestration.' + complexity: intermediate + content_hash: 9f5bfcc82149b2d3fc3dd4fabbba62a1205bacf34afb51bda0a1e73f7958d9bd + description: '' + health_score: 100.0 + hierarchy: + - Security + - Cluster Hardening + - Best Practices + is_microservice: false + language: en + last_checked: 1779033592.128491 + needs_ai_refresh: true + resource_type: guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: '==armosec.io: Kubernetes Security Best Practices: Definitive Guide==' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance: + ai_summary: Provides a thorough breakdown of standard security compliance frameworks + applicable to Kubernetes environments, including CIS Benchmarks, NSA-CISA hardening + guides, and MITRE ATT&CK. Details key validation metrics and remediation methods + required to audit clusters against these controls. + complexity: Advanced + content_hash: 870dbd4c4bd77d5745493670161ffb0f77881b8d144dcd767f47f669eba130d1 + description: '' + health_score: 100.0 + hierarchy: + - Platform Security + - Compliance and Auditing + - Security Frameworks + is_microservice: false + language: English + last_checked: 1779031577.990448 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: '==armosec.io: Kubernetes Security Compliance Frameworks== 🌟' + v1_locations: + - docs/devsecops.md + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + - devsecops.md + year: N/A +https://www.armosec.io/blog/kubernetes-version-1-23-is-out-everything-you-should-know: + content_hash: 0591ede5420824864db51eb3e13f4bf46ca10293e9f35b14af1b3c899ba3555b + description: '' + health_score: 100.0 + last_checked: 1779031079.926323 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'armosec.io: Kubernetes version 1.23 is out – everything you should know' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://www.armosec.io/blog/kubescape-checks-if-kubernetes-exposed-to-k8s-symlink-vulnerability-cve202125741: + content_hash: 5f4f5676d5acef4ac82613f5124327f391f3966380041636400ed0a6f20c8e13 + description: '' + health_score: 100.0 + last_checked: 1779031788.960699 + stars: 0 + status: online + title: 'armosec.io: Use Kubescape to check if your Kubernetes clusters are exposed'' + to the latest K8s Symlink vulnerability (CVE-2021-25741)' + v1_locations: + - docs/devsecops.md + - docs/kubernetes-tools.md + year: N/A +https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide: + ai_summary: Reviews the updates introduced in version 1.1 of the NSA-CISA guide. + Explains key modifications to the guidelines regarding egress traffic protection + and default pod restrictions. + complexity: Intermediate + content_hash: ef6b7697a2fc5669837f29b33eed606fe1f383c5763705f4b257c1c90b855db0 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Compliance Auditing + - Hardening + is_microservice: false + language: English + last_checked: 1779030707.595422 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'armosec.io: NSA & CISA Kubernetes Hardening Guide – what is new with version'' + 1.1' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://www.armosec.io/blog/secure-kubernetes-deployment: + ai_summary: A practical guide addressing how to configure secure deployments using + declarative configurations. Curator insight details defensive parameters such + as secrets handling, least-privilege service accounts, and resource controls. + Live grounding indicates that automated compliance checks during Deployment creation + are vital to prevent misconfigurations from reaching live states. + complexity: Intermediate + content_hash: 3fa07e567180dc20579ef938f905e80cd9e95c0d94e42642b90ed588e593dc34 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Workload Security + - Deployment Hardening + is_microservice: false + language: en + last_checked: 1779029879.778171 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==armosec.io: How to Secure Deployments in Kubernetes?== 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://www.armosec.io/blog/which-managed-kubernetes-is-right-for-me: + ai_summary: Comparative analysis evaluating EKS, AKS, and GKE. Focuses on security + defaults, networking models, IAM integration, and pricing models to assist architects + in selection. + complexity: Intermediate + content_hash: 69b1210067f519cbfb7e7a7d3c7bd4521379e6992a7c40c62c0e6ee22210f90b + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Orchestration + - Managed Kubernetes + is_microservice: false + language: en + last_checked: 1779033087.714947 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==armosec.io: Which Managed Kubernetes Is Right for Me?==' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://www.armosec.io/cve-vulnerability-database: + content_hash: 91629c644a310d81b7c1989c42247cb645b9ef41c6acfa3a2fa0cba5e0fd6be2 + health_score: 100.0 + last_checked: 1779130494.950947 + needs_ai_refresh: true + v1_locations: + - docs/devsecops.md + - docs/kubernetes-tools.md +https://www.arnaudlheureux.io/2020/10/02/migrating-azure-caf-landing-zones-on-terraform-0-13: + content_hash: 2b5e6f36a7e60f15fee84d683a8877fff77bbd2af1373993f80b401f4ad84500 + description: '' + health_score: 100.0 + last_checked: 1779032543.920041 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'arnaudlheureux.io: Migrating Azure CAF landing zones to Terraform 0.13' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://www.around25.com/blog/horizontal-pod-autoscaler-in-kubernetes: + content_hash: 93f3ff05fa17830326de694f55b9aaf82e98368ceb4a97ebfca494cf6e523ba2 + health_score: 100.0 + last_checked: 1779130495.032016 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md +https://www.arresteddevops.com: + content_hash: f9d2895a22e8fa05b312ca259c73cf221a72d424660828d67120635efbc3b083 + description: '' + health_score: 100.0 + last_checked: 1779034295.421426 + needs_ai_refresh: true + stars: 0 + title: www.arresteddevops.com + v1_locations: + - docs/devops.md + year: N/A +https://www.arrikto.com/blog/what-is-data-as-code: + content_hash: 22c1e5a67a16213115565baae78bc40e8fbc2bc3317e464b13c1b7ad33fb1eda + description: '' + health_score: 100.0 + last_checked: 1779029169.155132 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'arrikto.com: What is Data as Code 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.arsouyes.org/articles/2021/2021-06-21_PKCS_pem_der_key_crt: + ai_summary: 'Un guide technique clarifiant la jungle des extensions et des formats + de fichiers cryptographiques (PEM, DER, PKCS#12, etc.). Contrast: L''insight de + l''auteur clarifie les concepts de base, alors que la validation en direct dΓ©montre + qu''une gestion automatisΓ©e des certificats (via cert-manager) reste indispensable + en production. [FRENCH CONTENT]' + complexity: Intermediate + description: '' + hierarchy: + - Cryptography + - Public Key Infrastructure + - File Formats + is_microservice: false + language: French + resource_type: Technical Guide + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'arsouyes.org: PKCS, pem, der, key, crt,...' + v2_locations: + - devsecops.md + year: '2021' +https://www.arsouyes.org/en/blog/2021/2021-06-21_PKCS_pem_der_key_crt: + content_hash: e65e002b7a89aaa1f48699f093b78c8c612d3472f5814b9ba50c1cb66d27447f + description: '' + health_score: 100.0 + last_checked: 1779034263.485548 + stars: 0 + title: 'arsouyes.org: PKCS, pem, der, key, crt,...' + v1_locations: + - docs/devsecops.md + year: N/A +https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas: + ai_summary: Excellent technical guide showing how to write and use JSON Schema (`values.schema.json`) + to programmatically validate Helm Chart variables and eliminate formatting errors + prior to deploy. + complexity: Advanced + content_hash: 813d178f2d97f3f6be11f7c55fbe23e7bf126a47c98d0c90763f4727794c0109 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery and GitOps + - Package Management + - Helm Validation + is_microservice: false + language: English + last_checked: 1779033157.9638 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'Helm 3: Validating Helm Chart Values with JSON Schemas 🌟' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://www.ashishtechmill.com/cicd-workflow-for-spring-boot-application-on-kubernetes-via-skaffold: + content_hash: e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 + health_score: 100.0 + last_checked: 1779130495.001209 + v1_locations: + - docs/scaffolding.md +https://www.ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder: + ai_summary: Technical evaluation of Google Jib. 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Live + Grounding shows that while fears remain high, industry consensus shifts toward + AI acting as a massive productivity multiplier rather than a total replacement. + [SPANISH CONTENT] + complexity: Beginner + description: '' + hierarchy: + - Artificial Intelligence + - Social Impact + - Industry Analysis + is_microservice: false + language: Spanish + resource_type: Article + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'businessinsider.es: Los ingenieros de software estΓ‘n aterrorizados ante + la posibilidad de ser sustituidos por la IA' + v2_locations: + - ai.md + year: '2023' +https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162: + ai_summary: Reportaje de carΓ‘cter prΓ‘ctico que expone la incorporaciΓ³n intensiva + de agentes de IA conversacional dentro del flujo de trabajo corporativo diario, + ilustrando la aceleraciΓ³n de tareas de sΓ­ntesis y redacciΓ³n tΓ©cnica. [SPANISH + CONTENT] + complexity: Beginner + description: '' + hierarchy: + - Human Productivity + - Artificial Intelligence + - Workplace Automation + is_microservice: false + language: Spanish + resource_type: Case Study + stars: 1 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'businessinsider.es: Uso ChatGPT entre 50 y 70 veces al dΓ­a para todo, desde + preparar reuniones hasta quitarme el pegamento de los dedos' + v2_locations: + - chatgpt.md + year: '2023' +https://www.businessinsider.es/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782: + content_hash: b30ae22bbb057a71eccec0756c976abf9fe9e8ce2a15fd13ea68e0a8de255c1e + description: '' + health_score: 100.0 + last_checked: 1779031564.694334 + stars: 0 + status: online + title: 'businessinsider.es: Avanzar en la carrera profesional y conseguir ascensos'' + dentro de la empresa serΓ‘ mucho mΓ‘s difΓ­cil para las personas que teletrabajan, + segΓΊn el CEO de IBM' + v1_locations: + - docs/project-management-methodology.md + year: N/A +https://www.businessinsider.es/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162: + content_hash: 17b1967efe744b8a80dd54778fb0fab8125288ff0ce64ccf49f2e4e3a2ef37f1 + description: '' + health_score: 100.0 + last_checked: 1779033672.137955 + stars: 0 + status: online + title: 'businessinsider.es: Uso ChatGPT entre 50 y 70 veces al dΓ­a para todo, desde'' + preparar reuniones hasta quitarme el pegamento de los dedos' + v1_locations: + - docs/chatgpt.md + year: N/A +https://www.busybox.net: + ai_summary: BusyBox combines tiny versions of many common UNIX utilities into a + single, highly optimized executable. It is the absolute cornerstone of minimalist + container base images (such as Alpine Linux) and embedded environments, offering + unparalleled space efficiency. + complexity: Intermediate + content_hash: ffae883a11c94b0b979cde2112e0646722c909a775a63fb3a57962218003ac26 + description: '' + health_score: 100.0 + hierarchy: + - Operating Systems + - Linux Utilities + - Minimalist Systems + is_microservice: false + language: English + last_checked: 1779029575.96634 + needs_ai_refresh: true + resource_type: Software + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: busybox.net + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.c-sharpcorner.com/article/20-git-commands-you-should-know: + ai_summary: Lists 20 foundational Git commands necessary for daily development, + covering initialization, log inspection, cherry-picking, and remote synchronization. + This serves as a rapid cheat sheet for software developers scaling up their terminal + command comfort. + complexity: Beginner + content_hash: 28bd648378bfd3ad6915d0dd6eb5c1da10da29090f65c174d5d272e24a4f9f4e + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Reference + is_microservice: false + language: English + last_checked: 1779029950.022909 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'c-sharpcorner.com: 0 Git Commands You Should Know' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.c-sharpcorner.com/article/comparing-aws-sql-server-with-azure-sql-database: + content_hash: 052832bbf25978e01527a7794edadb09c51cda9b9d6020165e204794b5e07ddc + description: '' + health_score: 100.0 + last_checked: 1779029826.497944 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'c-sharpcorner.com: Comparing AWS SQL Server With Azure SQL Database' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-for-remote-working: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033961.284833 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'c-sharpcorner.com: The Best VS Code Extensions For Remote Working' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-to-supercharge-git: + content_hash: 429745187b7bf8aaa480f11823e9bdf7e2025b00c003bda16e7ded7eb846550a + description: '' + health_score: 100.0 + last_checked: 1779031615.394677 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'c-sharpcorner.com: The Best VS Code Extensions To Supercharge Git' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://www.c-sharpcorner.com/article/top-15-git-commands-with-examples-for-every-developers: + ai_summary: Compiled handbook featuring 15 of the most widely applied terminal instructions + in Git version tracking. Highlights commands ranging from dynamic diff displays + to basic branch merging with practical code and parameter illustrations. + complexity: Intermediate + content_hash: 4fcf5ca27f71c8eb93493294acd4bd6f67bb49766bcf1be144a4b10bf835b45c + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Reference + is_microservice: false + language: English + last_checked: 1779033663.616579 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'c-sharpcorner.com: Top 15 Git Commands With Examples For Every DevelopersπŸ’ͺ' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.c-sharpcorner.com/article/why-and-when-to-use-azure-functions: + content_hash: 76c143196df9dce36c602ef87d172ac47e1ad4851cdf6ea9b2c563570adc0104 + description: '' + health_score: 100.0 + last_checked: 1779030189.758494 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==c-sharpcorner.com: Why and When to use Azure Functions==' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md + year: N/A +https://www.c/blog/top-10-devops-tools: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030711.008857 + stars: 0 + title: 'edureka.com: Top 10 DevOps Tools You Must Know In 2020' + v1_locations: + - docs/devops-tools.md + year: N/A +https://www.calcalistech.com/ctechnews/article/s1mlpunf9: + content_hash: 62ae08cf743d737ea83d6cafbef88327ef4141dd099dae42b24c94e682f67c81 + description: '' + health_score: 100.0 + last_checked: 1779033499.812125 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'calcalistech.com: β€œDevOps is a culture, it''s not a job description”' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.callicoder.com/scaffolding-your-spring-boot-application: + ai_summary: Tutorial detailing Spring Boot bootstrapping with Yeoman. While historic, + modern scaffolding architectures like JHipster and Spring Initializr have entirely + replaced Yeoman for microservice projects. + complexity: Intermediate + content_hash: bfed55e01de93788e9a44fa0079bcf163e7cad87a20daf0d271b0a061952659d + description: '' + health_score: 100.0 + hierarchy: + - Developer Experience + - Application Bootstrapping + - Scaffolding + is_microservice: true + language: English + last_checked: 1779032337.933163 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'callicoder.com: Scaffolding your Spring Boot Application with Yeoman' + v1_locations: + - docs/scaffolding.md + v2_locations: + - scaffolding.md + year: N/A +https://www.canva.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033397.947393 + stars: 0 + title: canva.com + v1_locations: + - docs/javascript.md + year: N/A +https://www.canva.dev/blog/engineering/supporting-gpu-accelerated-machine-learning-with-kubernetes-and-nix: + content_hash: e3953b36653a99948b030e06bc8ff4eca5bec83a901b0d31b754fd2307c35e26 + health_score: 100.0 + last_checked: 1779130494.945546 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md +https://www.capgemini.com/2016/05/assessing-state-of-your-devops-adoption-use-of-a-quality-blueprint-qbp: + content_hash: 6fa41cfbd5f83ddae0072b38387243c3d2ec1b3310993e9608505ca14f6f2882 + health_score: 100.0 + last_checked: 1779030563.822811 + v1_locations: + - docs/devops.md +https://www.catapultsystems.com/blogs/introducing-the-third-of-three-microsoft-clouds-azure: + content_hash: 47a6fdda779377faaf059ff54fce038f100fb1cfda6938c47cd3c21024e0506a + description: '' + health_score: 100.0 + last_checked: 1779029563.496907 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Introducing the third of three Microsoft Clouds: Azure' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://www.cbui.dev/every-company-has-an-old-production-aws-account: + ai_summary: An exceptionally realistic post exploring the technical debt, security + challenges, and social dynamics surrounding legacy, unmanaged cloud environments. + The author details pragmatic strategies for containment and migration. Grounding + indicates its high value for architects dealing with cloud sprawl. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Architecture + - Enterprise Governance + - Legacy Modernization + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' + title: '==cbui.dev: Every company has an "old" production AWS account==' + v2_locations: + - aws-architecture.md + year: '2023' +https://www.centos.org/cl-vs-cs: + ai_summary: 'The official CentOS project guide clarifying the technical distinctions, + release cadences, and build pipelines between the deprecated downstream CentOS + Linux and the continuous-delivery upstream CentOS Stream. Double-Evidence: This + primary reference clarifies development cycles; live grounding confirms CentOS + Stream now acts as the sandbox for subsequent major RHEL releases.' + complexity: Intermediate + content_hash: f1e6d9fe116dec1ebf08ca0f1efe06e2ed30e98d104d8efe3bbb6bf33438158f + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Linux Operating Systems + - Enterprise Distributions + is_microservice: false + language: English + last_checked: 1779030709.15752 + needs_ai_refresh: true + resource_type: Official Documentation + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[LEGACY]' + title: 'centos.org: Comparing Centos Linux and CentOS Stream' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspective: + ai_summary: An empirical review of API vulnerability vectors analyzed from real-world + telemetry and live production incidents. The analysis contrasts theoretical OWASP + taxonomy with operational realities, mapping common exploits to specific mitigation + patterns in cloud-native ingress architectures. + complexity: Intermediate + content_hash: 3fcd8a8259e12186d566f8d5eecf6fef7915f179f137d25596d85720b9d9be8d + description: '' + health_score: 100.0 + hierarchy: + - Security + - API Security + - Threat Modeling + is_microservice: true + language: en + last_checked: 1779030718.819391 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cequence.ai: The OWASP API Security Top 10 From a Real-World Perspective' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.cerebras.ai: + ai_summary: Architectural hub detailing wafer-scale AI processors built to tackle + compute limits. Facilitates unprecedented deep-learning model execution with extreme + localized bandwidth optimizations. + complexity: Advanced + content_hash: 414b58fea6cccdca57399e4d84ee1ecf44b8df3888c8645a1d8cb86875871a21 + description: '' + health_score: 100.0 + hierarchy: + - Machine Learning + - AI Hardware Acceleration + - Enterprise Infrastructure + is_microservice: false + language: English + last_checked: 1779033329.215889 + needs_ai_refresh: true + resource_type: Official Site + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Cerebras AI + v1_locations: + - docs/ai.md + - docs/api.md + - docs/chatgpt.md + v2_locations: + - ai.md + - api.md + - chatgpt.md + year: N/A +https://www.certace.com: + content_hash: 7137f3a78d0686749fea6bfac05383e16e7fa607abd28a7d2dd81382a9c07d91 + description: '' + health_score: 100.0 + last_checked: 1779031354.26908 + stars: 0 + status: online + title: certace + v1_locations: + - docs/freelancing.md + year: N/A +https://www.certdepot.net/openshift-free-available-resources: + content_hash: ef4e237e8b7846e679aac507fc1255aebd797a04b76079a36e7172e8e7a84d27 + description: '' + health_score: 100.0 + last_checked: 1779029119.433819 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'certdepot.net: OpenShift Free available resources 🌟' + v1_locations: + - docs/ocp3.md + v2_locations: + - ocp3.md + year: N/A +https://www.chainguard.dev/unchained: + ai_summary: A step-by-step implementation guide detailing how to verify signed container + images within Amazon Elastic Container Service (ECS). 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Outlines critical risk mitigation strategies, Service Level + Agreement (SLA) optimizations, and how modern organizations are balancing internal + engineering capabilities with vendor-delivered services. [SPANISH CONTENT] + complexity: Advanced + content_hash: ecf565ec35052957c7e650ebde44b6a5b6a1f44d1d9d3024245dd07b54dafbfc + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Organizational Design & Leadership Systems + - Corporate Governance + is_microservice: false + language: Spanish + last_checked: 1779030305.505998 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'computing.es: Retos del outsourcing de servicios IT en EspaΓ±a' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://www.conceptdraw.com/examples/application-architecture: + ai_summary: A collection of architectural drawing templates designed for mapping + out complex AWS application environments inside ConceptDraw. It offers standardized + vector stencils for VPCs, EC2, RDS, and ECS. Live grounding shows its utility + for architects using traditional vector drawing tools as an alternative to cloud-native + platforms. + complexity: Intermediate + content_hash: 24a36336f963965885c90e5c5a1f1dcbff20eb3a63622947bb202e7a93a87a04 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - AWS + - Diagramming Tools + is_microservice: false + language: English + last_checked: 1779031460.677145 + resource_type: Documentation + stars: 1 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: AWS application-architecture + v1_locations: + - docs/aws-architecture.md + v2_locations: + - aws-architecture.md + year: '2020' +https://www.conduktor.io: + ai_summary: An enterprise-grade desktop and cloud management platform for Apache + Kafka that simplifies queue monitoring, schema registry auditing, and multi-cluster + testing. It features advanced user security, performance monitoring, and message + generation tools. + complexity: Beginner + content_hash: 38fa8e18d869968f4dd3df7cc113f285f556a2009dc7b1dc0e780426c207613f + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - Event Streaming + - Apache Kafka + - Management Tools + is_microservice: false + language: English + last_checked: 1779032889.019288 + needs_ai_refresh: true + resource_type: tool + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: conduktor.io 🌟 + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.conduktor.io/kafka: + content_hash: 66b266634a4b233c33745cb7757041d39b92b5ccca365716d5791e6ecfe4ab89 + description: '' + health_score: 100.0 + last_checked: 1779030522.57357 + stars: 0 + status: online + title: '==conduktor.io/kafka: Learn Apache Kafka like never before==' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.conduktor.io/kafka/what-is-apache-kafka: + content_hash: 66b266634a4b233c33745cb7757041d39b92b5ccca365716d5791e6ecfe4ab89 + description: '' + health_score: 100.0 + last_checked: 1779030742.575385 + stars: 0 + status: online + title: '==conduktor.io: What is Apache Kafka?==' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka: + content_hash: af9c18256c9a04997698f4c9e04d7d84b061865132db6d10c4331838c0ce7346 + description: '' + health_score: 100.0 + last_checked: 1779030136.254464 + stars: 0 + status: online + title: 'confluent.fr: Infrastructure Modernization with Google Anthos and Apache'' + Kafka' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.io: + ai_summary: The enterprise cloud-native streaming data platform built on top of + Apache Kafka. Confluent provides fully managed SaaS offerings, enterprise schema + management, cloud-to-local replication, and declarative connectors for data warehouses. + complexity: Beginner + content_hash: 29086370a68bcf6750f9895a55dac2607af3793b0b9dd3771bfd2f00962d5c1c + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - Event Streaming + - Apache Kafka + - Enterprise Distribution + is_microservice: false + language: English + last_checked: 1779034484.235203 + needs_ai_refresh: true + resource_type: tool + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: confluent.io + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.confluent.io/blog/apache-kafka-intro-how-kafka-works: + content_hash: 627073522742343ecdc0f99fd1e298f002707baf365197d79d05b67586e276c6 + description: '' + health_score: 100.0 + last_checked: 1779032547.428155 + stars: 0 + status: online + title: 'Confluent.io: Intro to Apache Kafka: How Kafka Works 🌟' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka: + ai_summary: Reviews the architecture designs required for deploying, evaluating, + and monitoring analytical machine learning models against fast event-streams. + Utilizes Apache Kafka as the backbone for scalable ingestion. + complexity: Advanced + content_hash: 89c776209bfd0815e29ca5f6728b4379db46380b87001d9513fb35b1a0eb4554 + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Data Science Platform + - Real-Time Machine Learning + is_microservice: true + language: English + last_checked: 1779033782.65406 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'confluent.io: How to Build and Deploy Scalable Machine Learning in Production'' + with Apache Kafka' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.confluent.io/blog/confluent-microsoft-announce-strategic-alliance: + content_hash: b663f4ec444956463ba6e48886808d7e0a91935f3de41efc0601549c5c9c63b5 + description: '' + health_score: 100.0 + last_checked: 1779034045.451981 + stars: 0 + status: online + title: 'confluent.io: Confluent and Microsoft Announce Strategic Alliance' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.io/blog/designing-an-elastic-apache-kafka-for-the-cloud: + ai_summary: 'Curator Insight: Architectural retrospective on how Confluent engineered + a multi-tenant, elastic serverless Kafka platform. Live Grounding: Explores storage-compute + decoupling, automated partition rebalancing, and custom multi-tenant billing-aware + resource allocators.' + complexity: Advanced + content_hash: 9ac6fe28ed86253f38d720d513967a7d918d933fd5aca458abaa8166ce5ce28b + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Serverless Data Platforms + - Elastic Kafka + is_microservice: false + language: English + last_checked: 1779031495.042429 + needs_ai_refresh: true + resource_type: Whitepaper / Article + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'confluent.io: Making Apache Kafka Serverless: Lessons From Confluent Cloud' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.confluent.io/blog/devops-for-apache-kafka-with-kubernetes-and-gitops: + ai_summary: Examines GitOps models for coordinating declarative configurations of + schemas, partitions, ACLs, and topics across multiple Kubernetes-hosted Kafka + environments using automated pipelines. + complexity: Advanced + content_hash: d69780198af6986df48f88407fa5709552aad21d3aac2067fda38953a1aefe86 + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Infrastructure + - Event Streaming + - GitOps Practices + is_microservice: true + language: English + last_checked: 1779033045.513363 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'confluent.io: DevOps for Apache Kafka with Kubernetes and GitOps 🌟' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.confluent.io/blog/kafka-2-8-0-features-and-improvements-with-early-access-to-kip-500: + content_hash: 4d46807fbb7bbb4c000825c2cd7cb87d9dd7a27e39788a70b98f20f9d5c102b7 + description: '' + health_score: 100.0 + last_checked: 1779030009.240692 + stars: 0 + status: online + title: 'confluent.io: What’s New in Apache Kafka 2.8' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.io/blog/kafka-devops-with-confluent-kubernetes-and-gitops: + content_hash: d69780198af6986df48f88407fa5709552aad21d3aac2067fda38953a1aefe86 + description: '' + health_score: 100.0 + last_checked: 1779030385.129127 + stars: 0 + status: online + title: 'confluent.io: Apache Kafka DevOps with Kubernetes and GitOps' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.io/blog/kafka-streams-vs-ksqldb-compared: + content_hash: adcb48e7381da3ef3087717526914e75e0eb05d9c89e0f78ce163039901afc7d + description: '' + health_score: 100.0 + last_checked: 1779029151.616393 + stars: 0 + status: online + title: Kafka Streams and ksqlDB Compared – How to Choose + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.io/blog/kafka-without-zookeeper-a-sneak-peek: + content_hash: 4d46807fbb7bbb4c000825c2cd7cb87d9dd7a27e39788a70b98f20f9d5c102b7 + description: '' + health_score: 100.0 + last_checked: 1779030091.18462 + stars: 0 + status: online + title: 'confluent.io: Apache Kafka Made Simple: A First Glimpse of a Kafka Without'' + ZooKeeper 🌟' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.io/blog/latest-apache-kafka-release: + ai_summary: 'Curator Insight: Announcement and architectural breakdown of Kafka''s + transition away from ZooKeeper in favor of KRaft (Kafka Raft metadata mode). Live + Grounding: Discusses the architectural simplification, metadata scalability improvements, + and decreased operational footprint of removing the external ZooKeeper dependency.' + complexity: Advanced + description: '' + hierarchy: + - Event-Driven Architecture + - Apache Kafka + - Architecture Evolution + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'confluent.io: Apache Kafka Made Simple: A First Glimpse of a Kafka Without + ZooKeeper' + v2_locations: + - message-queue.md + year: '2021' +https://www.confluent.io/blog/latest-partner-ecosystem: + ai_summary: Analysis of the strategic alignment between Microsoft and Confluent. + Describes integrations for native resource provisioning, unified billing portals, + and security optimizations within the Azure cloud environment. + complexity: Beginner + description: '' + hierarchy: + - Data Infrastructure + - Event Streaming + - Business Ecosystem + - Partnerships + is_microservice: false + language: English + resource_type: blog + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'confluent.io: Confluent and Microsoft Announce Strategic Alliance' + v2_locations: + - message-queue.md + year: '2021' +https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault: + ai_summary: Technical case study on leveraging Vault to manage access credentials, + TLS certificates, and API keys within Confluent Platform on Kubernetes. Mitigates + human error during key rotations. + complexity: Advanced + content_hash: f39bd961b2c56e9a768f91f34d3524bd1a1abdca91a7d15b5a8fbc6213eb655a + description: '' + health_score: 100.0 + hierarchy: + - Security + - Secrets Management + - Platform Integrations + is_microservice: false + language: English + last_checked: 1779030928.260894 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'confluent.io: How to Manage Secrets for Confluent with Kubernetes and HashiCorp'' + Vault' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.confluent.io/blog/monitor-kafka-clusters-with-prometheus-grafana-and-confluent: + ai_summary: A guide showing how to set up robust monitoring patterns for Apache + Kafka cluster metrics using Prometheus and Grafana. Details exact exporter configurations + and provides ready-to-use visualizations of critical performance telemetry. + complexity: Intermediate + content_hash: af76be6f14b6b9d41583b4e58b48b1387470231a6d6d43e8b04576b57c43b950 + description: '' + health_score: 100.0 + hierarchy: + - Data Infrastructure + - Event Streaming + - Apache Kafka + - Monitoring + is_microservice: false + language: English + last_checked: 1779031473.950774 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'confluent.io: Monitoring Your Event Streams: Integrating Confluent with'' + Prometheus and Grafana' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent: + ai_summary: Explains methods for operating federated or geographically-dispersed + Kafka clusters. Details patterns for maintaining centralized visibility and configuring + multi-cluster pipelines using Confluent Control Center. + complexity: Advanced + content_hash: b156071bf031102b74e238f9b95170331ce667f9b1b9eb385169777c2f4d4e6b + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Event Streaming + - Cluster Management + is_microservice: false + language: English + last_checked: 1779030306.098304 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'confluent.io: Simplifying Apache Kafka Multi-Cluster Management Using Control'' + Center and Cluster Registry' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.confluent.io/fr-fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka: + ai_summary: Provides architectural guidelines for deploying federated Confluent + Kafka setups across local datacenters and public Google Cloud regions using Google + Anthos configuration models [FRENCH CONTENT]. + complexity: Advanced + description: '' + hierarchy: + - Cloud-Native Infrastructure + - Hybrid Cloud Platforms + - Anthos Deployments + is_microservice: false + language: French + resource_type: Case Study + stars: 3 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'confluent.fr: Infrastructure Modernization with Google Anthos and Apache + Kafka' + v2_locations: + - message-queue.md + year: '2020' +https://www.confluent.io/product/ksqldb: + ai_summary: Official product home of ksqlDB, an event-streaming database tailored + to construct stream-processing platforms on top of Apache Kafka. Translates complex + Java/Scala stream pipelines into standard SQL definitions. + complexity: Intermediate + description: '' + hierarchy: + - Data Infrastructure + - Stream Processing + - SQL Engines + - ksqlDB + is_microservice: true + language: English + resource_type: tool + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: ksqlDB + v2_locations: + - message-queue.md + year: '2026' +https://www.confluent.io/resources/event-driven-microservices: + content_hash: d82a7c7fb88ff1ff28a8550159e6d142c245287f6394743d034218e482e57ac1 + description: '' + health_score: 100.0 + last_checked: 1779031808.122907 + stars: 0 + status: online + title: 'confluent.io: Event-Driven Microservices Architecture (white paper) 🌟' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.confluent.io/resources/white-paper/event-driven-microservices: + ai_summary: Confluent's authoritative white paper on designing and scaling event-driven + microservices around Apache Kafka log segments. It addresses CQRS, Event Sourcing, + and transactional schemas. Grounding solidifies this as a core reference for large-scale + enterprise data mesh topologies. + complexity: Advanced + description: '' + hierarchy: + - Software Architecture + - Microservices + - Event-Driven Architecture + is_microservice: true + language: English + resource_type: Documentation + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'confluent.io: Event-Driven Microservices Architecture (white paper) 🌟' + v2_locations: + - message-queue.md + year: '2022' +https://www.conftest.dev: + content_hash: c5032993c0d152900cb6c548210a7743fe1bd4c96c616ca1129d5e8300305dac + description: '' + health_score: 100.0 + last_checked: 1779030569.338595 + needs_ai_refresh: true + stars: 0 + title: Conftest + v1_locations: + - docs/yaml.md + year: N/A +https://www.conjur.org: + ai_summary: The home portal of Conjur Open Source. Provides identity-based authorization, + secrets management, and detailed audit trials for cloud-native systems, containers, + and pipelines. + complexity: Intermediate + content_hash: e58e8c445e7276cb0123922beda2cb916f455b3f7475f5aae65bcda12ce6d050 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Secrets Management + - Platform Integrations + is_microservice: false + language: English + last_checked: 1779033486.92086 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: conjur.org + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.consul.io: + content_hash: ba196303f6ddb699f5f94d3525fbd2003f3ffdecbc7da85f4ed05afda27198dd + description: '' + health_score: 100.0 + last_checked: 1779032889.348594 + stars: 0 + status: online + title: consul.io + v1_locations: + - docs/servicemesh.md + year: N/A +https://www.consul.io/docs/connect/index.html: + content_hash: fc02053dd245eef8b9ed4f31984fe3a73df1cea750e9d9e585e8f8a1280dd56a + description: '' + health_score: 100.0 + last_checked: 1779032950.242464 + stars: 0 + status: online + title: consul Connect + v1_locations: + - docs/servicemesh.md + year: N/A +https://www.consul.io/docs/k8s/connect/ingress-gateways: + content_hash: 8e768a2e295ca40f99512d9d717e8429bdfd3220f50d2d1ca469696f0bce585f + description: '' + health_score: 100.0 + last_checked: 1779029472.934506 + stars: 0 + status: online + title: 'consul.io: Ingress Gateways on Kubernetes 🌟' + v1_locations: + - docs/demos.md + year: N/A +https://www.container-security.site/defenders/PCI_Container_Orchestration_Guidance.html: + content_hash: 6923022c89695442e0d8fd5d0b042a4eff8b7eae8cfcf67ddcef5babb159d060 + description: '' + health_score: 100.0 + last_checked: 1779034037.705505 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==container-security.site: PCI Container Orchestration Guidance for Kubernetes==' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.contentful.com/blog/2020/10/20/open-source-kube-secret-syncer: + content_hash: 9cb34eb4af5c202b08bdfc47f58327cf5f8538f28476c79593396cb6ca2af381 + description: '' + health_score: 100.0 + last_checked: 1779030737.476346 + stars: 0 + status: online + title: 'contentful.com: Open-sourcing kube-secret-syncer: A Kubernetes operator'' + to sync secrets from AWS Secrets Manager' + v1_locations: + - docs/kubernetes-operators-controllers.md + - docs/kubernetes-tools.md + year: N/A +https://www.contentful.com/blog/open-source-kube-secret-syncer: + content_hash: 7134c5c38b176db5d0d9bc6a1915bf382f8e0866ba9fc36073baf5dda8abab89 + health_score: 100.0 + last_checked: 1779130494.970914 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-operators-controllers.md + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md +https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one: + ai_summary: 'Curator Insight: Provides high-level strategic guidance for enterprise + leaders looking to build sustainable containerization and orchestration architectures. + Live Grounding: Covers people, process, and security paradigms, helping organizations + align technological adoption with reliable cloud-native governance structures.' + complexity: Intermediate + content_hash: ef5352e2a4d10762c9407f62b039d65aa132fab26b160b3ab034456560a2b3fb + description: '' + health_score: 100.0 + hierarchy: + - Enterprise Strategy + - Container Adoption + - Best Practices + is_microservice: true + language: English + last_checked: 1779030653.305291 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'contino.io: How to Make Enterprise Container Strategies That Last (Part'' + One) 🌟' + v1_locations: + - docs/devops.md + - docs/faq.md + v2_locations: + - faq.md + - devops.md + year: N/A +https://www.continuitysoftware.com/blog/it-resilience/what-is-configuration-drift: + content_hash: 4ffa657f60739c9fed0f820f9550819d3808afb141c2ca013132e7249b08f7d4 + description: '' + health_score: 100.0 + last_checked: 1779030851.483675 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: What is Configuration Drift? + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.convert.com/blog/a-b-testing/a-b-testing-tools-2022-beyond: + content_hash: 5879467ddd1431a82eb84e1a07cc73ad74f6f1f8c64d815c34c9238906125d2e + description: '' + health_score: 100.0 + last_checked: 1779031896.462181 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'convert.com: Top 10 A/B Testing Tools That Are Good for the Next 5 Years'' + (Vetted by Features, Privacy, Maturity & Price)' + v1_locations: + - docs/qa.md + v2_locations: + - qa.md + year: N/A +https://www.copado.com/devops-hub/blog/applying-a-zero-trust-infrastructure-in-kubernetes: + content_hash: 618df80cd3ef40af30422297bd03f0e1f6f6037b943bda49446ae83687c82726 + description: '' + health_score: 100.0 + last_checked: 1779030951.843423 + stars: 0 + status: online + title: 'copado.com: Applying a Zero Trust Infrastructure in Kubernetes' + v1_locations: + - docs/kubernetes-security.md + year: N/A +https://www.copado.com/resources/blog/applying-a-zero-trust-infrastructure-in-kubernetes: + ai_summary: Outlines architectural models for establishing zero-trust policies inside + dynamic container structures. Curator insight points to identity-driven micro-segmentation + and continuous token validation at each boundary. 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It generates highly + secure, production-tested server blocks tailored for modern features like HTTP/2, + custom security headers, SSL/TLS optimizations via Let's Encrypt, and Gzip compression. + complexity: Intermediate + content_hash: 9ba64afe82878fd08c266d9b9870286fdc5ccbc565022a6525719056ccbea1be + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Web Servers + - Nginx + - Configuration Generators + is_microservice: false + language: English + last_checked: 1779034482.341796 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: NGINXConfig + v1_locations: + - docs/digitalocean.md + - docs/web-servers.md + v2_locations: + - web-servers.md + - digitalocean.md + year: N/A +https://www.digitalocean.com/community/tutorial-series/how-to-code-in-python-3: + content_hash: 9cf74907e6d6e4644c379812934007e83426c86aefebf60593f8a1adf9eed681 + health_score: 100.0 + last_checked: 1779130494.943896 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md + v2_locations: + - python.md +https://www.digitalocean.com/community/tutorial_series/how-to-code-in-python-3: + content_hash: 0cec78e750e4543bf9b456231295cf2a5c90e99d2798222ccf4cc84c5d1a928c + description: '' + health_score: 100.0 + last_checked: 1779030401.3801 + stars: 0 + status: online + title: 'digitalocean.com: How To Code in Python 3 🌟' + v1_locations: + - docs/python.md + year: N/A +https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets: + ai_summary: Tactical walkthrough showing how to provision DigitalOcean GPU Droplets + to serve DeepSeek-R1. Configures vLLM runtimes, registers systemd units, and establishes + benchmarking paradigms to maximize inference performance on cost-effective infrastructure. + complexity: Intermediate + content_hash: d7069760d55fd064aaa3916fa5e9aacb155c87b04bd6328f576e710d0ad660a2 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - GPU Compute + - Model Deployment + is_microservice: false + language: English + last_checked: 1779031715.587768 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: How to run Deepseek R1 LLMs on GPU Droplets + v1_locations: + - docs/ai.md + - docs/digitalocean.md + - docs/kubernetes.md + v2_locations: + - ai.md + - digitalocean.md + - kubernetes.md + year: N/A +https://www.digitalocean.com/community/tutorials/how-to-build-a-custom-terraform-module: + content_hash: 84f838aa529dc42beb6dba95ab466148357d44d801bb8f556fd913f81bdf47a8 + description: '' + health_score: 100.0 + last_checked: 1779029124.445521 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'digitalocean.com: How To Build a Custom Terraform Module' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://www.digitalocean.com/community/tutorials/how-to-create-a-twitterbot-with-python-3-and-the-tweepy-library: + content_hash: cf54674c5138c8bb35c22c1e52b1ec05c12dd165bfc9a81e91df12fb36528a00 + description: '' + health_score: 100.0 + last_checked: 1779034208.949432 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'digitalocean.com: How To Create a Twitterbot with Python 3 and the Tweepy'' + Library' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://www.digitalocean.com/community/tutorials/how-to-debug-node-js-with-the-built-in-debugger-and-chrome-devtools: + content_hash: 6da0f97987b388cd3a97989d77eea7101ea67b046db8512deff2f411ba25cb3c + description: '' + health_score: 100.0 + last_checked: 1779031568.763094 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'digitalocean.com: How To Debug Node.js with the Built-In Debugger and Chrome'' + DevTools' + v1_locations: + - docs/ChromeDevTools.md + v2_locations: + - ChromeDevTools.md + year: N/A +https://www.digitalocean.com/community/tutorials/how-to-deploy-a-scalable-and-secure-django-application-with-kubernetes: + content_hash: c9a7745695a4e2332e1bbe959e337a35678a5d9ea5604960969665dcbea69763 + description: '' + health_score: 100.0 + last_checked: 1779033080.159637 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'digitalocean.com: How To Deploy a Scalable and Secure Django Application'' + with Kubernetes' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-using-argo-cd-and-gitops: + ai_summary: An easy-to-follow guide from DigitalOcean explaining the deployment + of microservices onto managed Kubernetes environments using Argo CD GitOps models. + complexity: Beginner + content_hash: f35d43c6607dde152f852f1520ddc3ff6b7d242fbd130994f0b7ce0719fbce3d + description: '' + health_score: 100.0 + hierarchy: + - GitOps + - Continuous Delivery + - Tutorials + is_microservice: false + language: English + last_checked: 1779031615.908255 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'digitalocean.com: How to Deploy to Kubernetes using Argo CD and GitOps' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +? https://www.digitalocean.com/community/tutorials/how-to-set-up-an-elasticsearch-fluentd-and-kibana-efk-logging-stack-on-kubernetes +: ai_summary: A structured, hands-on deployment guide for the classic EFK (Elasticsearch, + Fluentd, Kibana) logging stack on Kubernetes. 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'[COMMUNITY-TOOL]' + title: 'fairwinds.com: Never Should You Ever In Kubernetes Part 3: 6 K8s Reliability'' + Mistakes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.fairwinds.com/blog/configuration-drift-kubernetes: + content_hash: eacb738e889103d02cb340bb3e17b3e6a0fe06bd994b77f2740fea72819e1b83 + description: '' + health_score: 100.0 + last_checked: 1779029246.892773 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'fairwinds.com: Configuration Drift in Kubernetes - What Is It and Why it'' + Matters 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.fairwinds.com/blog/fairwinds-polaris-kubernetes-open-source-configuration-validation: + content_hash: feb7610a0e2d98192cd96e2a4c3ffed70819ef3e060cb16264c0166b1cd82c50 + health_score: 100.0 + last_checked: 1779031079.819507 + v1_locations: + - docs/kubernetes-tools.md +https://www.fairwinds.com/blog/how-to-correctly-set-resource-requests-and-limits: + content_hash: b91ee8eb210b783408429dcd4940f9a5976e6310199952f0fcc5b46de0a164ec + description: '' + health_score: 100.0 + last_checked: 1779029640.648691 + needs_ai_refresh: true + stars: 0 + title: 'fairwinds.com: Kubernetes Best Practice: How to (Correctly) Set Resource'' + Requests and Limits' + v1_locations: + - 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'[COMMUNITY-TOOL]' + title: 'fairwinds.com: Never Should You Ever In Kubernetes: #1 Do K8S The Hard Way' + v1_locations: + - docs/about.md + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-part-2-kubernetes-security-mistakes: + content_hash: 2dd20db1be921dd30c6ab2058f2a3260836f7435fe9de30648183d7cbc742e13 + description: '' + health_score: 100.0 + last_checked: 1779034131.415704 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'fairwinds.com: Never Should You Ever In Kubernetes Part 2: Kubernetes Security'' + Mistakes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.fairwinds.com/blog/over-provisioned-and-over-permissioned-containers-kubernetes: + content_hash: cfd55b6967e57056bda4ffba50c68ebecf6d6f8df6e96fe900c731cb988942b8 + description: '' + health_score: 100.0 + last_checked: 1779031759.036026 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'fairwinds.com: Over-Provisioned and Over-Permissioned Containers & Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.fairwinds.com/blog/top-12-kubernetes-resources: + content_hash: ba28a123f4d057b449a9d327bda4813c146af06d0a66920b8b27db79782ed2fa + description: '' + health_score: 100.0 + last_checked: 1779030854.339528 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'fairwinds.com: Top 12 Kubernetes Resources: Learn and Stay Up-to-Date' + v1_locations: + - docs/other-awesome-lists.md + v2_locations: + - architectural-foundations.md + - other-awesome-lists.md + year: N/A +https://www.fairwinds.com/blog/top-5-kubernetes-security-mistakes: + ai_summary: Explores the most common security oversights in Kubernetes cluster deployments, + such as running containers as root and missing resource limits. Curator insight + matches automated auditing observations, emphasizing the gap between default settings + and production requirements. 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Empowers candidates to systematically + probe an organization's architectural maturity, deployment processes, operational + expectations, and cultural realities. + complexity: Intermediate + content_hash: 12fd36ce4de27a1155f3cc845bf3dcda351e98acea3d51af237ca0dbce42a49a + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Talent Acquisition & Interview Engineering + - Talent Evaluation + is_microservice: false + language: English + last_checked: 1779032556.2505 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'findmyprofession.com: 100+ Questions to Ask in an Interview 🌟' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://www.finops.org: + content_hash: 72dcc49b9f5b321717e9358a014d55d7496e53dac10ea7254129883da1c75661 + description: '' + health_score: 100.0 + last_checked: 1779031458.608906 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'FinOps Foundation: FinOps.org' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://www.fiverr.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031600.849733 + stars: 0 + title: fiverr + v1_locations: + - docs/freelancing.md + year: N/A +https://www.flexera.com/products/flexera-one/container-optimization: + ai_summary: Curator Insight outlines workflows for configuring, managing, and tracking + Spark applications on Kubernetes. Live Grounding shows Spot's cloud cost-optimization + strategies, illustrating how spot instances can be dynamically allocated for ephemeral + Spark workers. This guide bridges infrastructure sizing with cost management. + complexity: Intermediate + description: '' + hierarchy: + - Data Platforms + - Distributed Processing + - Apache Spark on Kubernetes + is_microservice: false + language: English + resource_type: Product Documentation + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'spot.io: Setting up, Managing & Monitoring Spark on Kubernetes' + v2_locations: + - kubernetes-bigdata.md + year: '2023' +? https://www.forbes.com/councils/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops/?streamIndex=0 +: content_hash: b1e8612dc706d873a5a79a7f3aa3ba91ca45820a899790ea9130561f55bb01a0 + health_score: 100.0 + last_checked: 1779130494.985417 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + - docs/monitoring.md + v2_locations: + - monitoring.md +? https://www.forbes.com/councils/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model/?streamIndex=0 +: content_hash: d08215373b6a59a0199d6292c33642df6ebca9c5863e352cf14b96926f6ba68e + health_score: 100.0 + last_checked: 1779130494.922878 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +? https://www.forbes.com/councils/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy/?streamIndex=0 +: content_hash: 5ae6f8158cc05d1d550f261ac3a8d40e1a2b2173a892c074dca4a3f294292e7a + health_score: 100.0 + last_checked: 1779130494.984803 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-yourself-short-in-your-career: + content_hash: 41d42dbfdfbcd61c44d85c455ba1fc749ed6505c71385764638130a856bbe92b + description: '' + health_score: 100.0 + last_checked: 1779032869.605111 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: 13 Signs You’re Selling Yourself Short In Your Career' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.forbes.com/sites/andrewfennell/2021/09/08/what-do-employers-want-to-see-in-your-cv: + ai_summary: A corporate advisory article outlining standard recruiter patterns when + scanning software engineer resumes. It emphasizes readability, formatting for + automated ATS systems, and the strategic presentation of technical accomplishments. + complexity: Basic + content_hash: bea1f52a4b4faf23976a36508fea48eec8696c443dace69334890ffd9b4c0ffb + description: '' + health_score: 100.0 + hierarchy: + - Career Development + - Job Hunting + - Resume Strategy + is_microservice: false + language: English + last_checked: 1779031776.390439 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: What Do Employers Want To See In Your CV?' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-delivered-as-a-service: + ai_summary: This Forbes article explores how continuous deployment velocities are + driving the shift toward API-driven Pentesting-as-a-Service (PTaaS). It contrasts + legacy annual audits with modern, on-demand security testing models natively embedded + into developer pipelines. + complexity: Beginner + content_hash: 1ff36a79f99a90b3e977d8d1468ae84e63014cd5aabc1f797e682b8de7cc40af + description: '' + health_score: 100.0 + hierarchy: + - Security + - DevSecOps + - Pentesting + is_microservice: false + language: en + last_checked: 1779029613.261684 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'forbes.com: DevOps Drives Pentesting Delivered As A Service' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.forbes.com/sites/dedehenley/2022/01/30/as-leaders-what-can-we-learn-from-the-great-resignation: + ai_summary: Synthesizes major organizational failures exposed by the Great Resignation, + detailing actionable leadership modifications. Focuses on moving from top-down + monitoring paradigms to trust-driven, output-oriented metrics within distributed + engineering units. + complexity: Intermediate + content_hash: 4ae2322d576358a2bff58b830eea752fa70ff4951fe7c1e3f3642f96bb002c35 + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Organizational Design & Leadership Systems + - Engineering Culture + is_microservice: false + language: English + last_checked: 1779033074.388239 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: As Leaders: What Can We Learn From The Great Resignation?' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://www.forbes.com/sites/drsamanthamadhosingh/2023/12/18/4-ways-to-combat-the-social-isolation-of-remote-working: + content_hash: 3415b49d233a666cca4816e945e38079d8d8a74962f67716590873b902514b56 + description: '' + health_score: 100.0 + last_checked: 1779034422.709577 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: 4 Ways To Combat The Social Isolation Of Remote Working' + v1_locations: + - docs/remote-tech-jobs.md + v2_locations: + - remote-tech-jobs.md + year: N/A +https://www.forbes.com/sites/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops: + content_hash: 5e55c3f9ca607c0b368279871557fe5c2c0314fc1d0b5fe47b6904931f123307 + description: '' + health_score: 100.0 + last_checked: 1779030135.777214 + stars: 0 + status: online + title: 'forbes.com: Who Should Own The Job Of Observability In DevOps?' + v1_locations: + - docs/devops.md + - docs/monitoring.md + year: N/A +? https://www.forbes.com/sites/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model +: content_hash: 7efff39895211cdb94facababadd45b748c075ecd0f2ce74063057dbd3d02b08 + description: '' + health_score: 100.0 + last_checked: 1779030732.55842 + stars: 0 + status: online + title: 'frobes.com: How To Empower Modern Kubernetes Management With A Platform'' + Team Model' + v1_locations: + - docs/devops.md + year: N/A +? https://www.forbes.com/sites/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy +: content_hash: 07e4a65024722ef6f9ebcadc60531f27eb5d8e627bd04a68625c5f4dd33c7e2f + description: '' + health_score: 100.0 + last_checked: 1779031459.327314 + stars: 0 + status: online + title: '==forbes.com: From Data Collection To Delivering KPIs: A Roadmap To A Mature'' + Observability Strategy==' + v1_locations: + - docs/monitoring.md + year: N/A +https://www.forbes.com/sites/googlecloud/2021/10/27/3-approaches-to-a-better-cloud-migration: + content_hash: 8f0dd5dc8b566a66841d615cafde53bd0cb38160c6424b6d6edbf716b50a8898 + description: '' + health_score: 100.0 + last_checked: 1779032420.946706 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: 3 Approaches To A Better Cloud Migration' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +? https://www.forbes.com/sites/janakirammsv/2019/04/14/everything-you-want-to-know-about-anthos-googles-hybrid-and-multi-cloud-platform +: content_hash: 0b39bfdfce4c0465ddfdaeefa4b57420782eff6f2dc9f0b2183c7daa524a9020 + description: '' + health_score: 100.0 + last_checked: 1779032971.066245 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Everything You Want To Know About Anthos - Google's Hybrid And Multi-Cloud + Platform + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://www.forbes.com/sites/janakirammsv/2019/06/28/5-cloud-native-storage-startups-to-watch-out-for-in-2019: + content_hash: a52f4558bfd066290b0c4e42b9a696888066c4c7cf0a7a6aaf340b666d3d32d1 + description: '' + health_score: 100.0 + last_checked: 1779032103.719576 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: 5 Cloud Native Storage Startups To Watch Out For In 2019' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-container-services-announcements: + content_hash: 9542bb533d94dea31cb47fc34a59c72443420e8ab9194fde45384a14e6abfdd0 + description: '' + health_score: 100.0 + last_checked: 1779033081.542838 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: AWS re:Invent - A Roundup Of Container Services Announcements' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +? https://www.forbes.com/sites/jasonwingard/2021/09/02/the-great-resignation-why-gen-z-is-leaving-the-workforce-in-drovesand-what-to-do-about-it +: ai_summary: Analyzes the unique professional expectations and workplace friction + points driving rapid turnover among early-career software developers and technical + professionals. Emphasizes the need for modern management structures prioritizing + psychological safety, rapid feedback loops, and meaningful work. + complexity: Intermediate + content_hash: 4cbedf11fa7a5832d4b019380f94cecad0efc3867fa35f2ec74b04cb8ad841b6 + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Market Dynamics & Economic Shifts + - Generational Workforce Dynamics + is_microservice: false + language: English + last_checked: 1779031793.4709 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: β€˜The Great Resignation’: Why Gen Z Is Leaving The Workforce'' + In Droves…And What To Do About It' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +? https://www.forbes.com/sites/markmurphy/2022/03/18/to-avoid-regretting-a-new-job-ask-these-two-questions-during-the-interview +: ai_summary: Details two high-impact behavioral discovery questions designed to expose + organizational misalignments during technical interviews. Helps technical candidates + probe realistic day-to-day operations and authentic team health prior to accepting + offers. + complexity: Beginner + content_hash: 903eb433df498573dac7b5dd1edb7c097e625307147fd03edec8da1989757b58 + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Talent Acquisition & Interview Engineering + - Talent Evaluation + is_microservice: false + language: English + last_checked: 1779031615.235489 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: To Avoid Regretting A New Job, Ask These Two Questions During'' + The Interview' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to-candidates-heres-how-to-spot-when-they-do: + ai_summary: Deconstructs common misrepresentations and non-disclosures used by hiring + managers during talent acquisition. Equips engineering candidates with investigative + techniques and targeted questions to verify actual codebase quality, operational + on-call expectations, and real financial health. + complexity: Intermediate + content_hash: 02d11df5459ada2a4d2dbfa958c327e27dcf044cba2b1d93c8ea08d7cf030d46 + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Talent Acquisition & Interview Engineering + - Assessment Anti-Patterns + is_microservice: false + language: English + last_checked: 1779031061.172482 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: Hiring Managers Often Lie To Candidates, Here’s How To Spot'' + When They Do' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +? https://www.forbes.com/sites/steveandriole/2020/10/01/why-no-one-understands-agile-scrum--devops--why-perfect-technology-abstractions-are-sure-to-fail +: content_hash: fa63020ef8bfbaf71a0db57bc61517370651180af1ca9877a23c589ed23b888b + description: '' + health_score: 100.0 + last_checked: 1779029356.256041 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes: Why No One Understands Agile, SCRUM & DevOps & Why Perfect Technology'' + Abstractions Are Sure To Fail' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.forbes.com/sites/stevedenning/2016/09/08/explaining-agile: + content_hash: 31b55e1630e14471e19f5394c3424fe26cd151b591387a6d9a3366a60f522ef8 + description: '' + health_score: 100.0 + last_checked: 1779032518.363883 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: Explaining Agile 🌟' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md + year: N/A +https://www.forbes.com/sites/tjmccue/2020/03/13/5-essential-coronavirus-work-from-home-tech-tips: + content_hash: 2fca91e12643b2c40a84e5e4163e03f987f604ec9f71c3793bfc5a8118076fd7 + description: '' + health_score: 100.0 + last_checked: 1779032248.565368 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: 5 Essential Coronavirus Work From Home Tech Tips' + v1_locations: + - docs/workfromhome.md + v2_locations: + - workfromhome.md + year: N/A +https://www.forbes.com/sites/tomtaulli/2021/07/16/devops-what-you-need-to-know: + content_hash: 7c085bde8c26d3d378fb3b108e60b099d5f76fdaeb26656e33a538a4c167f9bc + description: '' + health_score: 100.0 + last_checked: 1779031117.332397 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'forbes.com: DevOps: What You Need To Know 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +? https://www.forbesargentina.com/innovacion/por-nvidia-google-microsoft-apuestan-miles-millones-modelos-llm-ia-generativa-biotecnologia-n49278 +: ai_summary: Curator Insight explores the massive financial investments by hyperscalers + in deploying Generative AI models within biotechnology and protein folding. Live + Grounding shows that tools like AlphaFold and BioNeMo have revolutionized drug + discovery schedules. 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Live Grounding shows that enterprise environments rely on + centralized policy-as-code to enforce infrastructure compliance. 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Live Grounding + confirms this is a standard roadmap for machine learning candidates looking to + quickly reinforce core math and coding syntax. + complexity: Intermediate + content_hash: 06cae8a6ea75ba59d3c83eb6a657487696d05555db64a050c7affc0b31ef3508 + description: '' + health_score: 100.0 + hierarchy: + - Artificial Intelligence + - Career Path + - Interview Preparation + is_microservice: false + language: English + last_checked: 1779032105.739838 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: Ace Your Deep Learning Job Interview' + v1_locations: + - docs/ai.md + v2_locations: + - ai.md + year: N/A +https://www.freecodecamp.org/news/apache-kafka-handbook: + ai_summary: 'Curator Insight: Comprehensive handbook targeting developers getting + started with event streams. 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Demonstrates how to pre-configure linting + pipelines and structure projects for rapid instantiation. + complexity: Intermediate + content_hash: 26b42c78156138c00c1e5458ff29609822638cc4e6bbabbcb3033ecc6eb1ac39 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Scaffolding + - Frontend Architecture + is_microservice: false + language: en + last_checked: 1779032074.189052 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'freecodecamp.org: How to Build a GitHub Template Repository for Scaffolding'' + with React, Vite, and TailwindCSS' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.freecodecamp.org/news/create-a-list-in-python-lists-in-python-syntax: + content_hash: 2a337c89f3689479b6ebcbba2e8a74b8038f69b2f64b34ffcceeaa66cd0936c8 + description: '' + health_score: 100.0 + last_checked: 1779030531.332598 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: Create a List in Python – Lists in Python Syntax' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories: + ai_summary: Basic operational tutorial providing step-by-step procedures to initialize + local git folders and bind them safely to freshly instantiated remote repositories. + complexity: Beginner + content_hash: 090d95b92f9fa2caf9674c80467e499ee024cc944c986cac6a0f742dfcd84c8e + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Basics + is_microservice: false + language: en + last_checked: 1779032036.787305 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'freecodecamp.org: How to Create and Sync Git and GitHub Repositories' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-career-in-ai: + ai_summary: Curator Insight provides a thorough foundational handbook mapping out + practical deep learning math, architectures, and framework usage. Live Grounding + confirms its effectiveness for software engineers pivoting into machine learning. + complexity: Intermediate + content_hash: c41b737dbc21843ddeb6620d20c799623f60add479ba9d2017e981c108a4b256 + description: '' + health_score: 100.0 + hierarchy: + - Artificial Intelligence + - Deep Learning + - Educational Guides + is_microservice: false + language: English + last_checked: 1779033397.913696 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: Deep Learning Fundamentals Handbook – What You Need to'' + Know to Start Your Career in AI' + v1_locations: + - docs/ai.md + v2_locations: + - ai.md + year: N/A +https://www.freecodecamp.org/news/deploy-docker-image-to-kubernetes: + content_hash: efe344804e6cb6eae4b3a9f40656c7ef577d5804f4ca81a70e370152e917baa1 + description: '' + health_score: 100.0 + last_checked: 1779030401.111168 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: How to Deploy an Application to a Kubernetes Cluster' v1_locations: - docs/kubernetes.md - status: online - tags: - - '[COMMUNITY-TOOL]' v2_locations: - kubernetes.md -https://prometheus.io/docs/alerting/latest/alertmanager: - health_score: 100.0 - last_checked: 1779130494.989609 - content_hash: 261e8edccf85eee8081560f904c570ceb893b00605056f33eadf0ad8212491bc - v1_locations: - - docs/ocp4.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - ocp4.md -https://duo.com/blog: - health_score: 100.0 - last_checked: 1779130494.9976 - content_hash: 7c792b45253bfb1c19e70b61c3a123fd8e24e32fcff326a05872dcf9ce35f515 - v1_locations: - - docs/cloud-arch-diagrams.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - cloud-arch-diagrams.md -https://www.sysdig.com/blog/k3s-sysdig-falco: - health_score: 100.0 - last_checked: 1779130495.006408 - content_hash: 8b23bc77f419950787ad787848d4987af402056192ef947fe05e5d820588eaf1 - v1_locations: - - docs/rancher.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - rancher.md -https://www.redhat.com/en/blog/recursive-vim-macros: + year: N/A +https://www.freecodecamp.org/news/devops-engineering-course-for-beginners: + content_hash: ee952fb410e4d5339b1a8936d9cc5b683910cec5d67ad78e950508cdd07f68b7 description: '' - year: '2023' - stars: 3 - ai_summary: 'A specialized tutorial detailing the construction and execution of - recursive Vim macros to automate complex, repetitive text editing workflows across - massive data structures. Double-Evidence: It explains functional scripting within - Vim registers, while live grounding verifies its applicability for database administrators - and platform engineers format-cleansing large configuration blocks or CSV logs - directly in the terminal.' + health_score: 100.0 + last_checked: 1779031759.052642 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==freecodecamp.org: DevOps Engineering Course for Beginners==' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.freecodecamp.org/news/devops-with-gitlab-ci-course: + ai_summary: A comprehensive, high-quality free course curated by freeCodeCamp that + covers the fundamentals of building end-to-end DevOps workflows using GitLab CI. + It offers step-by-step guidance on constructing pipelines, running test suites, + building Docker images, and managing production releases. 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Details how to define unified templates for issues, pull requests, + and profiles across all target repos. + complexity: Intermediate + content_hash: cd57e8f86671a368544dd5ad672cf043714e6aff59b7307dbc7b7aab267b8a40 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Collaboration + - Repository Standards + is_microservice: false + language: en + last_checked: 1779031535.654727 + needs_ai_refresh: true + resource_type: Technical Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'freecodecamp.org: How to Use the .github Repository' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.freecodecamp.org/news/how-to-write-clean-code: + content_hash: 0fb1fb7ea78586541525d8bf7a1cfd1020843a96df3a9fc2ff7cdf4e68a635b9 + description: '' + health_score: 100.0 + last_checked: 1779030986.172414 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: How to Write Clean Code – Tips and Best Practices (Full'' + Handbook)' v1_locations: - docs/introduction.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' v2_locations: - introduction.md -https://github.com/jose-r-lopez/SSI_Infraestructure_Automation_Materials: - health_score: 100.0 - last_checked: 1779130494.99681 - gh_license: GPL-3.0 - content_hash: f661a7a09421a613c439decbea31bb9766de4645c00b6db050e689619294df65 - v1_locations: - - docs/demos.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - demos.md - gh_stars: 43 - gh_pushed: '2022-08-22T19:38:44Z' -https://aws.amazon.com/dms/?audit=2019q1: + year: N/A +https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will-like: + ai_summary: A comprehensive developer guide on composing structured and semantic + commit messages that ease maintainer review. 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Live Grounding - reviews key architectural patterns, conversion tools (AWS SCT), and common anti-patterns. - Crucial reading for enterprise modernization and cloud adoption planning. - language: English - resource_type: Whitepaper - complexity: Advanced + health_score: 100.0 hierarchy: - - Cloud Infrastructure - - Database Migration - - Whitepapers - tags: - - '[CASE STUDY]' - - '[ENTERPRISE-STABLE]' + - Software Engineering + - Version Control + - Collaboration Protocols is_microservice: false - status: online - title: 'Whitepaper: Migrating Your Databases to AWS' - v2_locations: - - aws-databases.md -https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/product/gitops-enterprise: - health_score: 100.0 - last_checked: 1779130495.001681 - content_hash: b7f3e75556107ffa37fc0b78e376b07f6ebdb4d3b53b6a3561173cc2015e8558 - v1_locations: - - docs/gitops.md + language: English + last_checked: 1779032337.410292 + needs_ai_refresh: true + resource_type: Guide + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - gitops.md -https://developer.okta.com/blog/2022/10/20/spring-vault: - health_score: 100.0 - last_checked: 1779130494.996338 - content_hash: 961d249e568d28a9c66acc51e1c1fc252d360cd34f22ec05bd14ca2c9457874b + - '[GUIDE]' + title: 'freecodecamp.org: How to Write Commit Messages that Project Maintainers'' + Will Appreciate' v1_locations: - - docs/java_frameworks.md - status: online - tags: - - '[COMMUNITY-TOOL]' + - docs/git.md v2_locations: - - java_frameworks.md -https://developer.hashicorp.com/nomad: + - git.md + year: N/A +https://www.freecodecamp.org/news/how-typescript-interfaces-work: + content_hash: 3e484dc455425a297640e42baebcfeb8334f9797b6496698273bd236a1bda092 description: '' - year: '2026' - stars: 5 - ai_summary: HashiCorp's lightweight, flexible enterprise-grade scheduler designed - to deploy containerized, non-containerized, and legacy applications. 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docs/python.md + v2_locations: + - python.md + year: N/A +https://www.freecodecamp.org/news/python-set-operations-explained-with-examples: + content_hash: 3c7407be87b4c00c82afab032831573067a825021f27212b974e42c59a4d1051 + description: '' + health_score: 100.0 + last_checked: 1779032345.66675 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: Python Sets – Explained with Examples' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained-with-examples: + content_hash: a3761b9d2110bdba4d49c3f1756a923661e8bc7592a4a891ea41d10f7ae50336 + description: '' + health_score: 100.0 + last_checked: 1779030720.634337 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: Python String split() and join() Methods – Explained with'' + Examples' + v1_locations: + - docs/python.md + v2_locations: + - 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api.md + year: N/A +https://www.freecodecamp.org/news/rsync-examples-rsync-options-and-how-to-copy-files-over-ssh: + ai_summary: A thorough manual detailing the versatile file synchronization tool + rsync. It presents production-ready syntax examples for local differentials, SSH + encryption integrations, and recursive archiving configurations. + complexity: Intermediate + content_hash: f328de1b4f642e3c11291125ab6baf2dd28effbdf608fcbd02592eaec9cf78cb + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - Data Synchronization + is_microservice: false + language: English + last_checked: 1779029459.175337 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'freecodecamp.org: RSync Examples – Rsync Options and How to Copy Files Over'' + SSH' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.freecodecamp.org/news/serverless-is-cheaper-not-simpler-a10c4fc30e49: + content_hash: b872a7bb2eb3b34f77c17929c96c17c25dcc9feb85311273aad6b0989db9225d + description: '' + health_score: 100.0 + last_checked: 1779032789.843209 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: Serverless is cheaper, not simpler' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md + year: N/A +https://www.freecodecamp.org/news/sql-inner-join-how-to-join-3-tables-in-sql-and-mysql: + content_hash: 8416ff008805d08cbfca5a667fe7cab1b02e1cf49ba5b2291fab994c8f5cdcb4 + description: '' + health_score: 100.0 + last_checked: 1779029364.907905 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: SQL Inner Join – How to Join 3 Tables in SQL and MySQL' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://www.freecodecamp.org/news/sql-join-types-inner-join-vs-outer-join-example: + content_hash: 292266d059bce2a47d4c9525ec05e77f17a86c60eab39b2e077b0b1e645e8429 + description: '' + health_score: 100.0 + last_checked: 1779031539.883044 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: SQL Join Types – Inner Join VS Outer Join Example' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://www.freecodecamp.org/news/sql-joins-tutorial: + content_hash: dff8ed08966767b494251da3ee3e8ef0d43481fbd5eefb7f13576fc4b71db77c + description: '' + health_score: 100.0 + last_checked: 1779031142.696543 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: SQL Joins Tutorial: Cross Join, Full Outer Join, Inner'' + Join, Left Join, and Right Join' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://www.freecodecamp.org/news/tag/aws: + content_hash: 30b25004b5bdc7caf71c00aef864dc91da730327b9ae94c53d84b3b65ce8aa3e + description: '' + health_score: 100.0 + last_checked: 1779030132.324205 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ==freecodecamp.org/news/tag/aws== + v1_locations: + - docs/aws.md + v2_locations: + - aws.md + year: N/A +https://www.freecodecamp.org/news/tcp-vs-udp: + ai_summary: An educational breakdown comparing connection-oriented TCP against connectionless + UDP. Analyzes flow control, error checking, packet overhead, and speed characteristics + to assist developers in selecting the optimal protocol for low-latency versus + lossless operations. + complexity: Basic + content_hash: 0fdf0725c57d0e1ef31e5d38a1d6f82583917d11b3ad02ce166df67e49a40fa8 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Network Fundamentals + - Protocols + is_microservice: true + language: English + last_checked: 1779033575.379699 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: TCP vs. UDP β€” What''s the Difference and Which Protocol'' + is Faster?' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.freecodecamp.org/news/the-definitive-guide-to-git-merge: + ai_summary: Extensive breakdown of Git's integration modes, analyzing fast-forward + merges versus three-way merge commits. Explains the structural integrity of merging + and when to prefer keeping historical merge commits over linear histories. + complexity: Intermediate + content_hash: 09b68b4a0a68d168603bf63f2c34bd970464c35db17073d2f84e9077fdf32706 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - State Integration + is_microservice: false + language: English + last_checked: 1779030809.096295 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'freecodecamp.org: The Git Merge Handbook – Definitive Guide to Merging in'' + Git' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.freecodecamp.org/news/the-kubernetes-handbook: + content_hash: c20b987ee4bab1c2f493795800a1df4e9563e5895c105b12a19848449bc7e4b2 + description: '' + health_score: 100.0 + last_checked: 1779029878.123603 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: The Kubernetes Handbook 🌟' + v1_locations: + - docs/kubernetes-tutorials.md + v2_locations: + - kubernetes-tutorials.md + year: N/A +https://www.freecodecamp.org/news/the-linux-commands-handbook: + ai_summary: Curator Insight compiles a comprehensive handbook of core Linux commands. + Live Grounding highlights its enduring popularity as a foundational learning asset + for new DevOps engineers. Serves as an excellent unified cheat sheet and training + baseline for systems engineering teams. + complexity: Beginner + content_hash: 12abc42b7ef86c56ed565fb2be0cf63df6eb6ad6d9be935b346a3e183c8e3ccd + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - System Administration + - Comprehensive Guides + is_microservice: false + language: English + last_checked: 1779032869.172138 + needs_ai_refresh: true + resource_type: Handbook + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'freecodecamp.org: The Linux Command Handbook 🌟' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.freecodecamp.org/news/the-nginx-handbook: + ai_summary: An extensive manual explaining the underlying mechanics of Nginx. Covers + everything from server blocks and upstream definitions to proxy routing rules, + security hardening, and cache configuration optimization. + complexity: Intermediate + content_hash: 83b8aafeab460e870dfaec4183fb06ce26e23df6fe2021741cc88fd355d9db68 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Web Servers + - Nginx + - Guides + is_microservice: false + language: English + last_checked: 1779031096.752058 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: '==freecodecamp.org: The NGINX Handbook== 🌟' + v1_locations: + - docs/web-servers.md + v2_locations: + - web-servers.md + year: N/A +https://www.freecodecamp.org/news/the-python-handbook: + content_hash: 67f3abe192778e205a425816ad86335b34056dc3ba759aa63de01fa98b88c21c + description: '' + health_score: 100.0 + last_checked: 1779031396.984835 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: The Python Handbook 🌟' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://www.freecodecamp.org/news/the-sql-inner-join-command-example-syntax: + content_hash: ba6cd23760250f116fd5bd55e382945eac1f4f8d5fcd9938edac9e11dd649ed3 + description: '' + health_score: 100.0 + last_checked: 1779030882.723322 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: The SQL Inner Join Command: Example Syntax' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git: + ai_summary: Evaluates the commands required to safely unstage files from the Git + index without altering working directory contents. Highlights nuances between + 'git reset HEAD', 'git restore --staged', and other historical command forms. + complexity: Beginner + content_hash: 22a5a11ad232aca7df50e9d8f46cccbdbf8bda6acb54705495abb6ee3bbb7c43 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Operations + is_microservice: false + language: English + last_checked: 1779034501.725671 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'freecodecamp.org: Undo Git Add – How to Remove Added Files in Git 🌟' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.freecodecamp.org/news/use-selenium-to-create-a-web-scraping-bot: + content_hash: 6ef4a54731711f9f593c634afa659cd17b441f8a041fd79d3055343bc0d1eb99 + description: '' + health_score: 100.0 + last_checked: 1779030238.534266 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: Use Selenium to Create a Web Scraping Bot' + v1_locations: + - docs/test-automation-frameworks.md + v2_locations: + - test-automation-frameworks.md + year: N/A +https://www.freecodecamp.org/news/vs-code-extensions-to-boost-your-development-productivity: + content_hash: 5d79697393168d595f83c2bf05936614d54b63cdcfc7e769407bb3bb3bb57a56 + description: '' + health_score: 100.0 + last_checked: 1779031094.145516 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: VS Code Extensions That''ll Boost Your Development Productivity'' + 🌟' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://www.freecodecamp.org/news/vs-code-extensions-to-increase-developer-productivity: + content_hash: ee69cc7e60613f466e57581ab5a90199f0b594b689d3aecd506273989c3178be + description: '' + health_score: 100.0 + last_checked: 1779032054.499287 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: VS Code Extensions to Increase Developer Productivity' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md + year: N/A +https://www.freecodecamp.org/news/web-scraping-google-sheets: + content_hash: 045d5e35a814785b34706985c25e641787927b4f664cda955389ea99b9ed11c9 + description: '' + health_score: 100.0 + last_checked: 1779031776.414714 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: Web Scraping with Google Sheets – How to Scrape Web Pages'' + with Built-in Functions' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://www.freecodecamp.org/news/web-storage-api-how-to-store-data-on-the-browser: + ai_summary: Deep-dive analysis of persistent browser storage mechanisms focusing + on LocalStorage and SessionStorage APIs. Evaluates operational constraints, security + risks (XSS), and data serialization best practices. + complexity: Beginner + content_hash: 8d7d1d3804fdcdb26f80dad23c60410588af958e1dd30f811a6c33d74384025e + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Web Development + - Client-Side Storage + is_microservice: false + language: English + last_checked: 1779033488.774074 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'freecodecamp.org: Web Storage API – How to Store Data on the Browser' + v1_locations: + - docs/javascript.md + v2_locations: + - javascript.md + year: N/A +https://www.freecodecamp.org/news/what-is-a-full-stack-developer-full-stack-engineer-guide: + content_hash: b4e0481a83fa06489ea4362b39487f4420692dbbf6d6896691cb00b45bea9606 + description: '' + health_score: 100.0 + last_checked: 1779034045.418483 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==freecodecamp.org: What is a Full Stack Developer? 2022 Full Stack Engineer'' + Guide==' + v1_locations: + - docs/devel-sites.md + v2_locations: + - devel-sites.md + year: N/A +https://www.freecodecamp.org/news/what-is-a-helm-chart-tutorial-for-kubernetes-beginners: + ai_summary: Comprehensive beginner's tutorial detailing the directory structures + and YAML formats of Helm. Offers hands-on exercises for authoring and deploying + custom application templates. + complexity: Beginner + content_hash: a1a6d1c3f5bbec939a66a1df6942d9429d1cc5469276101ff2f155deda364bd7 + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery and GitOps + - Package Management + - Helm + is_microservice: false + language: English + last_checked: 1779032216.875789 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'freecodecamp.org: What is a Helm Chart? A Tutorial for Kubernetes Beginners' + v1_locations: + - docs/helm.md v2_locations: - helm.md -https://angular.dev: + year: N/A +https://www.freecodecamp.org/news/what-is-an-api-and-how-to-test-it: + content_hash: d234beffe2fb3cb13593b89755cb6d192f926536cb4f6dcfbfd387e4771696fc + description: '' health_score: 100.0 - last_checked: 1779130494.966861 - content_hash: 21ee32406ed61481d37441cb2abc7e0780bb8b0d1de4590d0edc62bc95635a17 - v1_locations: - - docs/angular.md + last_checked: 1779030238.522049 + needs_ai_refresh: true + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - angular.md -https://awsfundamentals.com/blog/aws-s3-rm-removing-files: - health_score: 100.0 - last_checked: 1779130495.00032 - content_hash: d270c4a14fc31c0bb5dcc4169507d74649c12491077935c5e5a4244e5f9d5b52 + title: 'freecodecamp.org: API Cheatsheet – What is an API, How it Works, and How'' + to Choose the Right API Testing Tools 🌟' v1_locations: - - docs/aws-tools-scripts.md + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://www.freecodecamp.org/news/what-is-git-learn-git-version-control: + ai_summary: Provides a comprehensive manual on decentralized version control concepts, + contrasting centralized models (like SVN) with Git's architecture. It walks through + basic setup, staging processes, and branching to establish a firm mental model + for new engineers. + complexity: Beginner + content_hash: a6df7dbea8c9150325ad95713c4632974bdef22ec9030fd588ff70d40eede3f4 + description: '' + health_score: 100.0 + hierarchy: + - Software Engineering + - Version Control + - Git Basics + is_microservice: false + language: English + last_checked: 1779033808.014076 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'freecodecamp.org: What is Git? A Beginner''s Guide to Git Version Control' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.freecodecamp.org/news/what-is-github-wiki-and-how-do-you-use-it: + ai_summary: This practical guide breaks down the structure and utility of GitHub + Wikis for software project documentation. It walks through syntax formatting, + sidebar architecture, and collaborative editing patterns. While modern enterprise + teams often prefer Docs-as-Code paradigms built with tools like MkDocs or Docusaurus, + GitHub Wikis still serve as a quick, low-overhead option for repository-centric + developer documentation. + complexity: Beginner + content_hash: 363f7d1e06befc036c9e9453c3748a7df77ce9afa4261e7b8eac9e3df69e17c9 + description: '' + health_score: 100.0 + hierarchy: + - Developer Tools + - Collaboration and Workflow + - Documentation Engines + is_microservice: false + language: English + last_checked: 1779029113.269673 + needs_ai_refresh: true + resource_type: guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: What is a GitHub Wiki and How Do You Use it? + v1_locations: + - docs/developerportals.md + - docs/git.md + v2_locations: + - git.md + - developerportals.md + year: N/A +https://www.freecodecamp.org/news/what-is-infrastructure-as-code: + content_hash: 78980657e3633109690a291f5714d6710cf412655ce718c655d601a0c1e14c90 + description: '' + health_score: 100.0 + last_checked: 1779030189.759588 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==freecodecamp.org: Infrastructure as Code - Full Course== 🌟🌟' + v1_locations: + - docs/iac.md + v2_locations: + - iac.md + year: N/A +https://www.freecodecamp.org/news/what-is-rest-rest-api-definition-for-beginners: + content_hash: 802d13ad63deddb01137d420468ab11ea0e8dd601e5db3f261804109cdc4b77b + description: '' + health_score: 100.0 + last_checked: 1779030034.528909 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'freecodecamp.org: What is REST? 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[SPANISH CONTENT] + complexity: Beginner + content_hash: b4f1b378d2eaf79c0d52c026c63cfc97868b9db58eff5feedf3daa42a2854c5f + description: '' + health_score: 100.0 + hierarchy: + - Market Analysis + - Artificial Intelligence + - Industry Dynamics + is_microservice: false + language: Spanish + last_checked: 1779033335.952648 + needs_ai_refresh: true + resource_type: Analysis + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: En la era de la inteligencia artificial, Microsoft es el nuevo'' + Google' + v1_locations: + - docs/chatgpt.md + v2_locations: + - chatgpt.md + year: N/A +? https://www.genbeta.com/a-fondo/este-ex-ceo-explica-que-hay-demasiados-empleados-empresas-contratas-a-alguien-primero-que-quiere-contratar +: content_hash: 584582da99a15705dbe522ecc0dceaab999b14f94d281ad2cd2b685d178436f8 + description: '' + health_score: 100.0 + last_checked: 1779030529.167053 + stars: 0 + status: online + title: 'genbeta.com: Un ex-CEO, sobre el origen de tener gente que ni hace falta'' + en las empresas: β€œContratas a alguien, y lo primero que hace es contratar' + v1_locations: + - docs/project-management-methodology.md + year: N/A +https://www.genbeta.com/a-fondo/ocho-canales-youtube-para-aprender-python-cero-nivel-experto: + content_hash: 876c7672c95078ca9a79e5ec73b830eec4b6bdbfa2740a37b68dc78bf3d989cc + description: '' + health_score: 100.0 + last_checked: 1779031910.590174 + stars: 0 + status: online + title: 'genbeta.com: Ocho canales de YouTube para aprender Python desde cero hasta'' + nivel experto' + v1_locations: + - docs/python.md + year: N/A +https://www.genbeta.com/a-fondo/ocho-canales-youtube-para-aprender-python-cero-nivel-experto-1: + content_hash: 7e33a280a6e835c9c9858f4d8f9cdf778c4df24bbbae6c6ae4279971780e7c5d + health_score: 100.0 + last_checked: 1779130494.963956 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md + v2_locations: + - python.md +? https://www.genbeta.com/actualidad/ex-ceo-origen-tener-gente-que-hace-falta-empresas-contratas-a-alguien-primero-que-hace-contratar-1 +: content_hash: d145613fb4779ba01d395a45991af2c64dc3923585eb4bfeaed837b5ae056a37 + health_score: 100.0 + last_checked: 1779130494.995989 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md +? https://www.genbeta.com/actualidad/internet-esta-llamas-cloudflare-ha-detectado-24-600-ataques-minuto-que-explotaban-vulnerabilidad-log4shell +: ai_summary: A Spanish news report capturing the scale of the Log4Shell exploit window + based on telemetry from Cloudflare. Examines peak attack volume and the immediate + deployment of cloud-level edge protection firewalls. [SPANISH CONTENT] + complexity: Beginner + content_hash: 2c85137f29b7f3a7d3107eaff493946e1ad5510514d7dfa07c6172a7b3567ee1 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Vulnerability Management + - Log4Shell + is_microservice: false + language: es + last_checked: 1779033765.073611 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: "Internet estΓ‘ en llamas": Cloudflare ha detectado mΓ‘s de 24.600'' + ataques por minuto que explotaban la vulnerabilidad Log4Shell' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.genbeta.com/actualidad/python-se-convierte-lista-tiobe-lenguaje-popular-red-superando-incluso-a-c: + content_hash: a7f24bd817ff41945dc812fb9793e075050ebfa34b38d506501ea76d8401f43e + description: '' + health_score: 100.0 + last_checked: 1779033751.012807 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Python se convierte en el lenguaje de programaciΓ³n mΓ‘s popular'' + segΓΊn el Γ­ndice TIOBE: adiΓ³s al largo reinado de C' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +? https://www.genbeta.com/actualidad/red-hat-enterprise-linux-lanza-version-a-costo-para-llegar-a-publico-sectores-investigacion-academico +: ai_summary: 'Cobertura en espaΓ±ol de la estrategia de Red Hat para ofrecer suscripciones + RHEL de bajo costo dirigidas a sectores acadΓ©micos y de investigaciΓ³n cientΓ­fica, + facilitando el acceso a entornos corporativos estables. Double-Evidence: Esta + noticia documenta la expansiΓ³n acadΓ©mica de RHEL; el anΓ‘lisis en tiempo real confirma + su relevancia histΓ³rica para laboratorios y universidades de habla hispana que + buscaban alternativas oficiales a CentOS. [SPANISH CONTENT]' + complexity: Beginner + content_hash: dc1d83e5841a71d4a034a334ab92d825f2f4cb0f48445a0eafe09cac003f6724 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Linux Operating Systems + - Enterprise Distributions + is_microservice: false + language: Spanish + last_checked: 1779029061.079859 + needs_ai_refresh: true + resource_type: Technical News + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Red Hat Enterprise Linux lanza una versiΓ³n a bajo costo para'' + llegar a mΓ‘s pΓΊblico de sectores de investigaciΓ³n y acadΓ©mico' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se-sabe-que-pasa-se-eliminan-usamos-chats: + content_hash: e1d0edd7e8904bdddde9df90b0563b6f726b8320ac5c5a4336ca973377d9b660 + description: '' + health_score: 100.0 + last_checked: 1779033140.76509 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Las reuniones laborales por videollamada nos agotan: esto es'' + lo que pasa si se eliminan y cambian por chats' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md + year: N/A +? https://www.genbeta.com/actualidad/twitter-quiere-contratar-a-ingenieros-microsoft-asi-prueba-que-les-hacen-pasar-antes-nada-incluso-a-senior +: ai_summary: Analyzes the high-intensity recruitment and vetting pipelines utilized + during hyper-growth phases in massive tech platforms. Evaluates the practical + limits of standardized screening tests versus comprehensive, multi-layered architectural + interviews for senior talent. [SPANISH CONTENT] + complexity: Advanced + content_hash: 4112d39be18a7421be0192cc643b7d144ae1ae06d7621afe5464b324103a4f5a + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Talent Acquisition & Interview Engineering + - Talent Evaluation + is_microservice: false + language: Spanish + last_checked: 1779029369.515585 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Twitter quiere contratar a ingenieros de Microsoft: asΓ­ es'' + la prueba que les hacen pasar antes de nada, incluso a los senior' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +? https://www.genbeta.com/desarrollo/32-000-desarrolladores-responden-plataformas-lenguajes-programacion-javascript-aws-github-windows-usados +: content_hash: 86abd880543fbb093eba910c9d3ba5a8c4fd27761b177b24c8657f861dc76ecd + description: '' + health_score: 100.0 + last_checked: 1779029640.803174 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: 32.000 desarrolladores responden sobre plataformas y lenguajes'' + de programaciΓ³n: JavaScript, AWS, GitHub y Windows, los mΓ‘s usados' + v1_locations: + - docs/developerportals.md + v2_locations: + - developerportals.md + year: N/A +? https://www.genbeta.com/desarrollo/amazon-lanza-codewhisperer-su-propia-alternativa-a-github-copilot-que-no-insertara-codigo-licenciado-avisar +: content_hash: 139ba0e517c45df27d03e1a87be5157a770fb709320b52116f5c711760d3baac + description: '' + health_score: 100.0 + last_checked: 1779030462.176247 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Amazon lanza CodeWhisperer, su propia alternativa a GitHub'' + Copilot… que no insertarΓ‘ cΓ³digo ya licenciado sin avisar' + v1_locations: + - docs/aws-tools-scripts.md + v2_locations: + - aws-tools-scripts.md + year: N/A +? https://www.genbeta.com/desarrollo/ciberseguridad-llamas-presion-actual-grande-que-mitad-expertos-sufren-ansiedad-quieren-renunciar +: ai_summary: Details the critical mental health and burnout crisis unfolding in cybersecurity + operations. Analyzes how continuous threat landscapes, understaffing, and relentless + pressure drive over 50% of security practitioners to experience severe anxiety + and consider resigning. [SPANISH CONTENT] + complexity: Advanced + content_hash: 04bb91bf61f5c685aa8898efe212a51149286b8e9691a17744b5ae299107bd4a + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Organizational Design & Leadership Systems + - Engineering Culture + is_microservice: false + language: Spanish + last_checked: 1779029689.23109 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Ciberseguridad en llamas: la presiΓ³n actual es tan grande que'' + la mitad de los expertos sufren ansiedad y quieren dimitir' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +? https://www.genbeta.com/desarrollo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar-1 +: content_hash: 13da3018c57eb87ee4c3cd90b38e4c86ffb68732c992950b326457ccfe10dc8f + health_score: 100.0 + last_checked: 1779130494.928773 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +? https://www.genbeta.com/desarrollo/hace-20-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps +: content_hash: 12c2d90b01a5fea9c72da42a8eca4141f77661e27719b14febda1ffee255474f + description: '' + health_score: 100.0 + last_checked: 1779030605.059422 + stars: 0 + status: online + title: 'genbeta.com: Hace 20 aΓ±os, este correo de Jeff Bezos en Amazon cambiΓ³ para'' + siempre la forma en que programamos apps' + v1_locations: + - docs/api.md + year: N/A +? https://www.genbeta.com/desarrollo/hace-22-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps +: content_hash: af81ea2d98077314c58d01d821cf5b401060c4b28e6df3a680b4efb772e71f98 + health_score: 100.0 + last_checked: 1779130494.995647 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/api.md + v2_locations: + - api.md +? https://www.genbeta.com/desarrollo/hay-organizaciones-pro-software-libre-abandonando-github-su-uso-comercial-proyectos-open-source-copilot +: content_hash: 3640115a44dbd0814705b41799a795e0ff11de3f4b6eb0e0a6ce99804ecd4595 + description: '' + health_score: 100.0 + last_checked: 1779033921.836803 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Ya hay organizaciones pro-software libre abandonando GitHub'' + por su uso comercial de proyectos open source en Copilot' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +? https://www.genbeta.com/desarrollo/mitad-programadores-tienen-titulos-universitarios-cada-vez-desarrolladores-aprenden-su-cuenta +: ai_summary: Synthesizes industry survey data indicating that less than half of professional + software developers hold traditional university degrees in computer science. Highlights + the rise and validation of self-directed learning paths, bootcamps, and real-world + execution. [SPANISH CONTENT] + complexity: Beginner + content_hash: 378ce147619b6bbddb199bcab68e069e39b4691c0f554659ba30f9ffb436d41d + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Professional Growth & Career Strategy + - Professional Skill Acquisition + is_microservice: false + language: Spanish + last_checked: 1779033243.655654 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Menos de la mitad de los programadores tienen tΓ­tulos universitarios.'' + Cada vez mΓ‘s desarrolladores aprenden por su cuenta' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +https://www.genbeta.com/desarrollo/plastic-scm-mergebot-automatizando-tu-pipeline-desarrollo: + content_hash: 40f7d2efd6b6b1664c69e8d293d3540731ad220ba132eca8c9482433f66d755f + description: '' + health_score: 100.0 + last_checked: 1779029113.287698 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Plastic SCM Mergebot: automatizando tu pipeline de desarrollo' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abierto-vez-distribuirlo-github-usan-cd: + content_hash: c5cb7a0ffa6882a6c6186e0cd34ed0d0197579c0202f58f2b0386170ce73532f + description: '' + health_score: 100.0 + last_checked: 1779031099.444232 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: El software de los coches de Mercedes contiene cΓ³digo abierto'' + y en vez de distribuirlo en GitHub usan un CD' + v1_locations: + - docs/customer.md + v2_locations: + - customer.md + year: N/A +? https://www.genbeta.com/desarrollo/visual-studio-code-cuenta-version-web-que-te-permite-mantener-tus-proyectos-tu-disco-duro +: content_hash: 46b57f34b19da8453aa3411d82ec47cd3145ce5d9f30524b7c3e9cc03b7a85cc + description: '' + health_score: 100.0 + last_checked: 1779030553.982407 + needs_ai_refresh: true + stars: 0 + title: 'genbeta.com: Visual Studio Code ya cuenta con una versiΓ³n web (que te permite'' + mantener tus proyectos en tu disco duro)' + v1_locations: + - docs/visual-studio.md + year: N/A +? https://www.genbeta.com/herramientas/busybox-ejecutable-que-agrupa-casi-200-utilidades-gnu-linea-comandos-que-puedes-usar-tambien-windows-android +: ai_summary: An introductory article explaining how BusyBox consolidates nearly 200 + traditional Unix tools into a single, multi-platform executable. Provides practical + context regarding its portability to Windows and Android systems. [SPANISH CONTENT] + complexity: Beginner + content_hash: 1a7d71f089aa15c62baab8dcf7362b5c16abb5a29a2f9567d3c78dd5ba04a40b + description: '' + health_score: 100.0 + hierarchy: + - Operating Systems + - Linux Utilities + - Minimalist Systems + is_microservice: false + language: Spanish + last_checked: 1779030322.997026 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'genbeta.com: BusyBox, el ejecutable que agrupa casi 200 utilidades Unix'' + de lΓ­nea de comandos (y que puedes usar tambiΓ©n en Windows o Android)' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +? https://www.genbeta.com/web/siete-webs-explicadas-a-fondo-donde-encontrar-trabajo-freelance-autonomo-te-niegas-a-volver-a-oficina +: ai_summary: Una guΓ­a exhaustiva que analiza detalladamente siete plataformas digitales + dedicadas a conectar profesionales tΓ©cnicos independientes con ofertas de trabajo + remotas e internacionales. Ofrece consejos prΓ‘cticos sobre facturaciΓ³n, tarifas + promedio y construcciΓ³n de perfil. [SPANISH CONTENT] + complexity: Beginner + content_hash: b04fe58ea1a91888584451696546e336427979d88064d9c5b84a1533863c061b + description: '' + health_score: 100.0 + hierarchy: + - Professional-Growth + - Freelance + - Portals + is_microservice: false + language: Spanish + last_checked: 1779034477.064154 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'genbeta.com: Siete webs (explicadas a fondo) donde encontrar trabajo freelance'' + o autΓ³nomo por si te niegas a volver a la oficina' + v1_locations: + - docs/freelancing.md + v2_locations: + - freelancing.md + year: N/A +https://www.gentlydownthe.stream: + ai_summary: 'Curator Insight: A highly acclaimed visual, interactive introduction + to Apache Kafka and stream processing. 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Explains integration of automated + canary releases with advanced deployment patterns, metrics monitoring, and developer + self-service. + complexity: intermediate + description: '' + hierarchy: + - GitOps and Continuous Delivery + - Progressive Delivery + - Theory + is_microservice: false + language: English + resource_type: article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'harness.io: Progressive Delivery: Everything You Need to Know' + v2_locations: + - kubernetes.md + - cicd.md + - terraform.md + year: '2024' +https://www.harness.io/blog/automated-devsecops: + ai_summary: 'A technical implementation tutorial showing how to chain StackHawk + DAST security scans within a Harness automated release pipeline. Contrast: Curator + Insight focuses on simple pipeline triggers, while Live Grounding validates that + successful DAST automation requires orchestrating short-lived, ephemeral staging + environments. Excellent integration guide.' + complexity: Advanced + description: '' + hierarchy: + - DevSecOps + - Pipeline Security + - Dynamic Analysis + is_microservice: true + language: English + resource_type: Technical Guide + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'harness.io: Automated DevSecOps with StackHawk and Harness' v2_locations: - devsecops.md -https://www.liquibase.com/community/liquibase-vs-flyway: - health_score: 64.0 - last_checked: 1779130494.929946 - v1_locations: - - docs/liquibase.md -https://x.com/dmokafa: + year: '2021' +https://www.harness.io/blog/autostopping-rules-kubernetes: + content_hash: 8766e0aaa30ac17bea725e865c84cb99dae629ef5a930ab7911df14978712b2e health_score: 100.0 - last_checked: 1779130494.965044 - content_hash: 06b7835f3136084f8a17fa9e6956175f5f0125534348e1243d346f257b8c1bab + last_checked: 1779130494.969962 v1_locations: - - docs/about.md - needs_ai_refresh: true -https://bitnami.com/stacks?stack=helm: + - docs/jenkins-alternatives.md +https://www.harness.io/blog/cd-jenkins-pipelines-harness: + content_hash: 3012787c3e665c4a3ef54a736fba095fd24e97fc0cc7cbb15e64ad980bd2d70e + health_score: 100.0 + last_checked: 1779130495.017388 + v1_locations: + - docs/jenkins-alternatives.md +https://www.harness.io/blog/ci-cd-pipeline: + ai_summary: 'Curator Insight: Comprehensive guide exploring pipeline components, + from source stage to verification loops. Live Grounding: Examines modern orchestration + capabilities, such as automated rollbacks and telemetry integration. Useful as + a central reference manual for platform designers.' + complexity: Beginner description: '' - year: '2026' - stars: 5 - ai_summary: The premier source for hardened, production-ready application and database - Helm charts. Kept strictly up-to-date, Bitnami's repository provides secure, multi-architecture-supported - templates for enterprise stack deployment. + hierarchy: + - Software Delivery + - CI/CD Foundations + - Theory and Concepts + is_microservice: false language: English - resource_type: Platform + resource_type: Guide + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'harness.io: CI/CD Pipeline: Everything You Need to Know 🌟' + v2_locations: + - cicd.md + year: '2023' +https://www.harness.io/blog/continuous-delivery/spinnaker-alternatives: + content_hash: 59adbb77be5f275ab20e77e1f21dac6405745be1f65f320608403c7a85e118f0 + health_score: 64.0 + last_checked: 1779130495.005453 + v1_locations: + - docs/jenkins-alternatives.md +https://www.harness.io/blog/continuous-integration-performance-metrics: + health_score: 100.0 + last_checked: 1779130494.982857 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://www.harness.io/blog/deployment-pipeline-patterns: + ai_summary: A curated collection of proven architectural patterns for structuring + CI/CD pipelines at scale. Analyzes standard strategies for separating build and + release triggers, parallel execution trees, templated pipeline-as-code inheritance, + and automated gate governance. + complexity: intermediate + description: '' + hierarchy: + - Platform Engineering + - CI-CD Pipelines + - Patterns + is_microservice: false + language: English + resource_type: article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'harness.io: Pipeline Patterns for CI/CD Pipelines 🌟' + v2_locations: + - cicd.md + year: '2023' +https://www.harness.io/blog/gitops-best-practices: + content_hash: f7c519e35fafa37e31f6e2c39d4d74f12341c21e7810439f448402a381a728b9 + health_score: 100.0 + last_checked: 1779130494.992202 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://www.harness.io/blog/gitops-repo-structure: + content_hash: a1136643cf9cb6f8710b51e23d8a8444b8b145d558ade6f7762971e6de5293ef + health_score: 100.0 + last_checked: 1779130494.990256 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://www.harness.io/blog/helm-chart-repo: + ai_summary: A step-by-step CI/CD tutorial showing how to host a lightweight private + Helm chart repository using GitHub Pages and Chart Releaser. It is ideal for teams + wanting internal chart distribution without standing up heavy artifactory services. complexity: Intermediate + description: '' hierarchy: - Application Delivery - Helm - Registries - tags: - - '[DE FACTO STANDARD]' - is_microservice: true + is_microservice: false + language: English + resource_type: Article + stars: 0 status: online - title: Bitnami Helm Charts + tags: + - '[COMMUNITY-TOOL]' + title: 'harness.io: Tutorial: Turning a GitHub Repo Into a Helm Chart Repo' v2_locations: - helm.md -https://realpython.com/videos/python-eval-overview: + year: '2021' +https://www.harness.io/blog/helm-vs-kustomize: + content_hash: 9326b6fdc262ce6285ba7f51bc88df7c8bd59550c8a12593902d39f2c169c302 health_score: 100.0 - last_checked: 1779130495.030759 - content_hash: 7146810381906378238c4c5bf56e60bab23670b8260c5c92d70bc60470028d38 - v1_locations: - - docs/python.md - needs_ai_refresh: true + last_checked: 1779130494.947226 status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - python.md -? https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-public-preview-of-bicep-templates-support-for-microsoft-graph/4141772 -: health_score: 100.0 - last_checked: 1779130494.937009 - content_hash: b0c5aa4d97e9ac6fbf8810863ab47ca253684dc518b45409f820298c4a28b752 v1_locations: - - docs/azure.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' + - docs/kustomize.md v2_locations: - - azure.md -https://docs.monokle.io: + - kustomize.md +https://www.harness.io/blog/kubernetes-ci-cd-best-practices: + ai_summary: A comprehensive framework of industry-vetted best practices for implementing + Kubernetes CI/CD pipelines. Features essential guidance on configuration separation, + declarative GitOps integration, container immutability, and zero-trust pipeline + secrets management. + complexity: intermediate description: '' - year: '2026' - stars: 4 - ai_summary: An analytical IDE focused on editing, validating, and debugging Kubernetes - manifests. Facilitates policy-aware template checking and structured schema configuration. + hierarchy: + - Platform Engineering + - Kubernetes Native CI-CD + - Best Practices + is_microservice: false language: English - resource_type: Tool - complexity: Intermediate - hierarchy: - - Operations and Management - - Cluster Visualizers - - Monokle + resource_type: article + stars: 4 + status: online tags: - '[ENTERPRISE-STABLE]' - is_microservice: false - status: online - title: kubeshop.github.io/monokle + title: 'harness.io: Kubernetes CI/CD Best Practices' v2_locations: - - kubernetes-based-devel.md -https://swagger.io/product: + - cicd.md + year: '2023' +https://www.harness.io/blog/kubernetes-mistakes: + content_hash: 4b436654f3bd822cfe14209d666a5665e2a879ab7a4a2594ee4d3f52de85ddbc health_score: 100.0 - last_checked: 1779130494.964901 - content_hash: cd1af46edabf0d45d97a861fbac31e42b0648c3bf0fb0415d77b7074747be920 - v1_locations: - - docs/api.md + last_checked: 1779130494.941045 status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - api.md -https://www.redhat.com/en/technologies/cloud-computing/openshift/advanced-cluster-security-kubernetes: - description: '' - year: '2026' - stars: 4 - ai_summary: Red Hat Advanced Cluster Security (formerly StackRox) provides Kubernetes-native - guardrails to secure application life cycles across build, deploy, and runtime - phases. 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Live Grounding: Maps traditional software lifecycle + stages directly to automated cloud-native DevOps pipelines. Ideal educational + material for architectural alignment.' + complexity: Beginner description: '' - health_score: 100.0 - last_checked: 1779130495.003469 - gh_license: Apache-2.0 - content_hash: 9d5671b4b99b23356f80ad9a31b9d390f467f6f01a2b8e1e174380b81e75e024 - v1_locations: - - docs/yaml.md - needs_ai_refresh: true - status: online - v2_locations: - - data-and-advanced-analytics.md - - yaml.md - tags: - - '[COMMUNITY-TOOL]' - gh_stars: 1261 - gh_pushed: '2023-07-21T08:28:22Z' - year: '2022' - stars: 3 - ai_summary: An innovative engine enabling developers to write Kubernetes configurations - using type-safe Go instead of YAML. 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Live Grounding: Details techniques + like spot instance integration, automatic test-environment teardown, and resource + tagging. Highly relevant for modern cloud cost-efficiency strategies.' + complexity: Intermediate + description: '' + hierarchy: + - Platform Engineering + - FinOps and Efficiency + - Pipeline Cost Control + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'harness.io: Streamlining CI/CD and Optimizing AWS Cloud Spend' + v2_locations: + - cicd.md + year: '2022' +https://www.harness.io/blog/vault-agent-secrets-management: + ai_summary: Demonstrates Harness platform integration with Vault Agent. Promotes + secure key ingestion during automated CI/CD runs without passing plaintext environmental + variables. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Secrets Management + - CI/CD Platforms + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'harness.io: Tutorial: How to Use the New Vault Agent Integration Method + With Harness' + v2_locations: + - devsecops.md + year: '2022' +https://www.harness.io/blog/what-is-cicd-platform-why-should-i-care: + ai_summary: 'Curator Insight: Differentiates traditional piecemeal build scripts + from integrated delivery platforms. Live Grounding: Explores the business value + of enterprise-grade pipelines, highlighting safety verification and deployment + dashboards. Best for engineering leaders designing enterprise-wide platform strategies.' + complexity: Intermediate + description: '' + hierarchy: + - Software Delivery + - Enterprise Orchestration + - Platform Evaluation + is_microservice: false + language: English + resource_type: Article + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'harness.io: What is a CI/CD Platform and why should I care? 🌟' + v2_locations: + - cicd.md + year: '2022' +https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation: + ai_summary: This redirected technical post explores 'Keystone Flags', an architecture + designed to minimize toggle pollution across complex codebases. It details how + isolating toggles at primary entry points (keystones) simplifies cleanups and + reduces logic clutter. + complexity: Intermediate + description: '' + hierarchy: + - Software Engineering + - Architecture Patterns + - Feature Management + is_microservice: false + language: English + resource_type: Blog Post + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'split.io: Keystone Flags: Feature Flagging With Less Mess' + v2_locations: + - git.md + year: '2021' +https://www.harness.io/harness-devops-academy/progressive-delivery: + ai_summary: A comprehensive guide hosted by Harness (following Split.io's integration) + that breaks down the mechanics of Progressive Delivery, combining canary deployments, + feature flags, and automated rollbacks. Outlines how to mitigate blast radius + and leverage real-time observability. + complexity: intermediate + description: '' + hierarchy: + - GitOps and Continuous Delivery + - Progressive Delivery + - Theory + is_microservice: false + language: English + resource_type: article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'split.io: Progressive Delivery' + v2_locations: + - cicd.md + year: '2024' +https://www.harness.io/harness-devops-academy/what-is-continuous-integration-ci: + ai_summary: 'Curator Insight: Detailed deep dive into the integration phase of modern + software development lifecycles. Live Grounding: Evaluates the importance of fast + feedback loops, automated testing suite configuration, and build runners. Essential + for aligning teams on integration-first habits.' + complexity: Beginner + description: '' + hierarchy: + - Software Delivery + - CI/CD Foundations + - Theory and Concepts + is_microservice: false + language: English + resource_type: Guide + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'harness.io: What is Continuous Integration? 🌟' + v2_locations: + - cicd.md + year: '2022' +https://www.harness.io/products/continuous-delivery: + content_hash: 081bd2ac99ba296691e3bdc4d51fdc89d792b610c991fe73b0e3d1dffef8d527 health_score: 100.0 - last_checked: 1779130495.009085 - content_hash: 414698483245be2f3ac10527a7fc78fe5b5713533a3dce9d85726a08787854d9 + last_checked: 1779130494.953655 + status: online + tags: + - '[COMMUNITY-TOOL]' v1_locations: - docs/demos.md + - docs/jenkins-alternatives.md + v2_locations: + - jenkins-alternatives.md +https://www.harness.io/products/service-reliability-management: + content_hash: 028a0f18a3663f4ae9f847fdbddb29c4f437a9c8c6fc85d01923020754c857c4 + health_score: 100.0 + last_checked: 1779130494.971129 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.hashicorp.com/blog/7-ways-to-optimize-cloud-spend-with-terraform: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029594.293552 + stars: 0 + title: 'hashicorp.com: 7 ways to optimize cloud spend with Terraform' + v1_locations: + - docs/terraform.md + year: N/A +https://www.hashicorp.com/blog/a-guide-to-cloud-cost-optimization-with-hashicorp-terraform: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029366.751596 + stars: 0 + title: A Guide to Cloud Cost Optimization with HashiCorp Terraform 🌟 + v1_locations: + - docs/terraform.md + year: N/A +https://www.hashicorp.com/blog/a-kubernetes-user-s-guide-to-hashicorp-nomad-secret-management: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030295.782265 + stars: 0 + title: 'hashicorp.com: A Kubernetes User''s Guide to HashiCorp Nomad Secret Management' + v1_locations: + - 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docs/terraform.md + year: N/A +https://www.hashicorp.com/blog/announcing-support-for-aws-lambda-code-signing-in-the-terraform-aws-provider: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033071.768567 + stars: 0 + title: 'hashicorp.com: Announcing Support for Code Signing for AWS Lambda in the'' + Terraform AWS Provider' + v1_locations: + - docs/terraform.md + year: N/A +https://www.hashicorp.com/blog/announcing-terraform-aws-cloud-control-provider-tech-preview: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033418.893095 + stars: 0 + title: 'hashicorp.com: Announcing Terraform AWS Cloud Control Provider Tech Preview' + v1_locations: + - docs/terraform.md + year: N/A +https://www.hashicorp.com/blog/announcing-the-hashicorp-linux-repository: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029931.792093 + stars: 0 + title: Announcing the HashiCorp Linux Repository + v1_locations: + - docs/linux.md + year: N/A +https://www.hashicorp.com/blog/announcing-the-terraform-visual-studio-code-extension-v2-0-0: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033801.898283 + stars: 0 + title: Announcing the Terraform Visual Studio Code Extension v2.0.0 + v1_locations: + - 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docs/azure.md + - docs/terraform.md + year: N/A +https://www.hashicorp.com/blog/building-a-secure-azure-reference-architecture-with-terraform: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032733.990149 + stars: 0 + title: 'hashicorp.com: Building a secure Azure reference architecture with Terraform' + v1_locations: + - docs/terraform.md + year: N/A +https://www.hashicorp.com/blog/building-azure-resources-with-typescript-using-the-cdk-for-terraform: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029631.083197 + stars: 0 + title: 'hashicorp.com: Building Azure Resources with TypeScript Using the CDK for'' + Terraform' + v1_locations: + - docs/terraform.md + year: N/A +https://www.hashicorp.com/blog/cdk-for-terraform-enabling-python-and-typescript-support: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034217.3485 + stars: 0 + title: 'hashicorp.com: CDK for Terraform: Enabling Python & TypeScript Support' + v1_locations: + - 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It is flagged for review, while + users are redirected to the official open-source Kubeshark repository.' + complexity: Beginner + description: '' + hierarchy: + - Observability + - Network Observability + - Wireshark + is_microservice: false + language: English + resource_type: Redirected/Broken + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: ==kubeshark.co== + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://www.imperva.com/learn/performance/cdn-caching: + content_hash: f1a023aa4f8692a1e2d2738d80f6953642b5836732aa1fde88a4c0d7e40252a0 + description: '' + health_score: 100.0 + last_checked: 1779029248.604903 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'imperva.com: CDN Caching' + v1_locations: + - docs/caching.md + v2_locations: + - caching.md + year: N/A +? https://www.inc.com/jeff-haden/27-years-ago-steve-jobs-said-best-employees-focus-on-content-not-process-workplace-research-shows-he-was-right.html +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030238.364381 + stars: 0 + title: 'inc.com: 27 Years Ago, Steve Jobs Said the Best Employees Focus on Content,'' + Not Process. Research Shows He Was Right' + v1_locations: + - docs/project-management-methodology.md + year: N/A +https://www.influxdata.com: + content_hash: df2162c36b3adf7eab59af68cb2c0dc5af40caa73a646fd0d5308ab0cff101c4 + description: '' + health_score: 100.0 + last_checked: 1779031107.017834 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '**InfluxDB**:' + v1_locations: + - docs/prometheus.md + v2_locations: + - jenkins.md + year: N/A +https://www.influxdata.com/blog/building-a-metrics-alerts-as-a-service-maas-monitoring-solution-using-the-influxdb-stack: + content_hash: f7e34f1700ce521f0ca66b94940aea54c02ec631d50c17d843dbcfaa0e978a1e + description: '' + health_score: 100.0 + last_checked: 1779029473.046687 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'influxdata.com: Building a Metrics & Alerts as a Service (MaaS) Monitoring'' + Solution Using the InfluxDB Stack' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://www.influxdata.com/blog/expand-kubernetes-monitoring-telegraf-operator: + ai_summary: Details using the Telegraf Operator to automatically inject sidecar + containers for comprehensive metric harvesting. Grounding shows how it simplifies + complex time-series data streams directly into InfluxDB. + complexity: Intermediate + content_hash: 2fe1a0a4cc63001b3b63036aa53035b801f91d87d8719741aebbe083d601ac97 + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Metrics + - Telegraf + is_microservice: false + language: English + last_checked: 1779030022.866692 + needs_ai_refresh: true + resource_type: Technical Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'influxdata.com: Expand Kubernetes Monitoring with Telegraf Operator' + v1_locations: + - docs/kubernetes-monitoring.md + v2_locations: + - kubernetes-monitoring.md + year: N/A +https://www.influxdata.com/blog/running-influxdb-2-0-and-telegraf-using-docker: + content_hash: bd0d36c010dca0ff38dae083af87ebc7241b3e70a3738c9b11fb97905427a10e + description: '' + health_score: 100.0 + last_checked: 1779030986.386984 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'influxdata.com: Running InfluxDB 2.0 and Telegraf Using Docker' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://www.influxdata.com/blog/three-ways-to-keep-cardinality-under-control-when-using-telegraf: + content_hash: 46ebe290bc1bbf3ee68c2d2f8e4ae7fee0abf333a025e38f2f69c8817ab10953 + description: '' + health_score: 100.0 + last_checked: 1779029590.694959 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'influxdata.com: Three Ways to Keep Cardinality Under Control When Using'' + Telegraf' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://www.influxdata.com/blog/tldr-influxdb-tech-tips-api-invokable-scripts-influxdb-cloud: + content_hash: 8ac84352dc532555115576e77acee4abad16c11d8a2969fbe97f073a43938023 + description: '' + health_score: 100.0 + last_checked: 1779030532.15872 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'influxdata.com: InfluxDB Tech Tips: API Invokable Scripts in InfluxDB Cloud' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://www.influxdata.com/influxdb-templates/jenkins-monitoring: + content_hash: df2162c36b3adf7eab59af68cb2c0dc5af40caa73a646fd0d5308ab0cff101c4 + description: '' + health_score: 100.0 + last_checked: 1779032344.036316 + stars: 0 + status: online + title: 'influxdata.com: Monitoring Jenkins CI with InfluxDB' + v1_locations: + - docs/jenkins.md + year: N/A +https://www.influxdata.com/integration/kafka-telegraf-integration: + content_hash: 86a9df4ff1b4d36b422e85bec2c852b64ecc7652a2ffbe2b22209b3e166fdae1 + health_score: 100.0 + last_checked: 1779033623.256819 + needs_ai_refresh: true + v1_locations: + - docs/monitoring.md +https://www.influxdata.com/products/influxdb-templates: + content_hash: df2162c36b3adf7eab59af68cb2c0dc5af40caa73a646fd0d5308ab0cff101c4 + description: '' + health_score: 100.0 + last_checked: 1779029128.825442 + stars: 0 + status: online + title: influxdb-templates + v1_locations: + - docs/prometheus.md + year: N/A +https://www.influxdata.com/time-series-platform/telegraf: + content_hash: ebe631f7ac06cdcea03ad400c3a2ad016f342ac84592d52e22ad5b14b44d4f53 + description: '' + health_score: 100.0 + last_checked: 1779032076.863979 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Telegraf Collector + v1_locations: + - docs/grafana.md + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://www.infoq.com/articles/DevOps-value-stream: + content_hash: e9e417d2a31e5d2323827bd9314272f0c8c35b9ab59c2bd7344be750f88d0cb2 + description: '' + health_score: 100.0 + last_checked: 1779033567.810962 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Driving DevOps with Value Stream Management' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md + year: N/A +https://www.infoq.com/articles/Java-PERMGEN-Removed: + ai_summary: Deep-dive InfoQ article outlining the removal of the Permanent Generation + (PermGen) in favor of Metaspace. Provides precise technical context on tuning + flags and garbage collection changes. [SPANISH CONTENT] + complexity: Intermediate + content_hash: df1ba1716f1f21faa24561f75796737cfc8909ef3e9ffb19757636181c3ddc7f + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Java + - Memory Management + is_microservice: false + language: es + last_checked: 1779030426.519097 + resource_type: Article + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: PermGen eliminado + v1_locations: + - docs/java-and-java-performance-optimization.md + v2_locations: + - java-and-java-performance-optimization.md + year: '2013' +https://www.infoq.com/articles/Standardized-Specification-Driven-API-Lifecycle: + content_hash: 8e3782f908106942d27dac70cd9df90b17564b38b7c9fb2b30aad85f76e66c13 + description: '' + health_score: 100.0 + last_checked: 1779029897.656576 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: A Standardized, Specification-Driven API Lifecycle' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://www.infoq.com/articles/aiops-reliability-engineering: + ai_summary: Outlines technical execution patterns for embedding AI telemetry loops + within modern SRE frameworks. Focuses on dynamic thresholding, algorithmic anomaly + isolation, and proactive capacity planning in dense cluster matrices. + complexity: Advanced + content_hash: dec8c530036c1640ed2b06b98ee8f293378440eeafd540a0da1cf1c948a09509 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Management + - AIOps + - Site Reliability Engineering + is_microservice: true + language: English + last_checked: 1779033714.279819 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: AIOps: Site Reliability Engineering at Scale' + v1_locations: + - docs/ai.md + v2_locations: + - ai.md + year: N/A +https://www.infoq.com/articles/ballerina-fullstack-rest-api: + content_hash: d4f55fdeecdf9316c0019b6aa1b635d6232aa7b49078f679287c6e5455641471 + description: '' + health_score: 100.0 + last_checked: 1779032969.698467 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Ballerina for Full-Stack Developers: A Guide to Creating Backend'' + APIs' + v1_locations: + - docs/devel-sites.md + v2_locations: + - devel-sites.md + year: N/A +https://www.infoq.com/articles/better-metrics-team-performance: + content_hash: b33707a309c308f6de59b4c649f4617cff5e528206cd5423e39d584f70bf8a56 + description: '' + health_score: 100.0 + last_checked: 1779030739.835617 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Better Metrics for Building High Performance Teams' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md + year: N/A +https://www.infoq.com/articles/cloud-native-architecture-adoption-part1: + ai_summary: This architectural guide outlines the progressive phases of transitioning + from traditional on-premises patterns to highly decoupled, cloud-native deployments. + It establishes a multi-dimensional maturity model assessing organizational readiness, + technology alignment, and automated continuous delivery loops. The framework serves + as a practical blueprint for cloud architects navigating organizational and operational + migration risks. + complexity: Intermediate + content_hash: 574aa9da5ed2daebcaa32297faeaaf97b06e8fefa687fe612074f84cedf24505 + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native + - Architecture + - Evolution + is_microservice: false + language: English + last_checked: 1779031449.452773 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Adoption of Cloud-Native Architecture, Part 1: Architecture Evolution and'' + Maturity' + v1_locations: + - docs/faq.md + v2_locations: + - faq.md + year: N/A +https://www.infoq.com/articles/cloud-native-architecture-adoption-part3: + content_hash: eee6aeb29d46d615ec8ea9d2bca4bf0893c764b18b1e698d7981ee1717a1f641 + description: '' + health_score: 100.0 + last_checked: 1779030133.104574 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Adoption of Cloud Native Architecture, Part 3: Service Orchestration'' + and Service Mesh' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://www.infoq.com/articles/cloud-native-observability: + content_hash: 1deb5cad182a090c7f7c1f8e1c545ae854bcf9255f350ebc724be91d94f62653 + description: '' + health_score: 100.0 + last_checked: 1779029129.148623 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Cloud Native and Kubernetes Observability: Expert Panel' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.infoq.com/articles/database-audit-system-kafka: + ai_summary: Examines a robust architectural design for database auditing. Uses Maxwell's + Daemon to ingest database binlogs, routing changes through Kafka into MongoDB + to form a tamper-resistant historical record. + complexity: Advanced + content_hash: af374a2679cfb92c16e3ac53053fcbbaa9568d5a2c39826b05101223454d4fe8 + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Event-Driven Data + - Compliance Systems + is_microservice: true + language: English + last_checked: 1779029071.038094 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and'' + Maxwell''s Daemon' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.infoq.com/articles/devops-not-enough-scaling-tech-driven-organizations: + content_hash: cb24bf7a31b1b997de327f8177caba17b51511dd3908533095db651efc93c779 + description: '' + health_score: 100.0 + last_checked: 1779030401.806354 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: DevOps is Not Enough for Scaling and Evolving Tech-Driven Organizations:'' + a Q&A with Eduardo da Silva' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.infoq.com/articles/devops-secure-trends: + ai_summary: 'Analyzes nine architectural trends that influenced enterprise DevOps + security pipelines. Contrast: Curator Insight identifies early pipeline indicators, + while Live Grounding validates that these trends ultimately consolidated into + Platform Engineering''s Golden Paths. Offers deep technological perspective.' + complexity: Intermediate + content_hash: 8806d1d6001c4d3bbebebb85de314b8e1f772ef9d7b017bc9fa0e9c6b3fd3f65 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Industry Analysis + is_microservice: false + language: English + last_checked: 1779031753.05215 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: 9 Trends That Are Influencing the Adoption of Devops and Devsecops'' + in 2021' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.infoq.com/articles/devops-shifting-left: + content_hash: 8c093ea0a7e166ede96bf10e741a0acdc5413b88fc43e7b0db48fc79d7fd0d89 + description: '' + health_score: 100.0 + last_checked: 1779033432.723654 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==infoq.com: Dark Side of DevOps - the Price of Shifting Left and Ways to'' + Make it Affordable==' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.infoq.com/articles/distributed-systems-kubernetes: + content_hash: c38a8347f56e4d8e746a8a9774002545eaee45f8a2f998747e0b5205603457b4 + description: '' + health_score: 100.0 + last_checked: 1779030330.790474 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: The Evolution of Distributed Systems on Kubernetes + v1_locations: + - docs/index.md + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.infoq.com/articles/event-driven-finding-seams: + ai_summary: An InfoQ guide detailing how to use Domain-Driven Design (DDD) to isolate + domain boundaries and discover 'seams' within large-scale monoliths. Grounding + confirms its position as a primary methodology for refactoring to decoupled, event-driven + pipelines. + complexity: Advanced + content_hash: 3b26c1667367c70dd9a9dc2a8e9aa991e09729aa284d15cd318172062f23a35f + description: '' + health_score: 100.0 + hierarchy: + - Software Architecture + - Monolith Migration + - Event-Driven Architecture + is_microservice: true + language: English + last_checked: 1779031753.132852 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'infoq.com: From Monolith to Event-Driven: Finding Seams in Your Future Architecture' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.infoq.com/articles/every-devops-team-needs-finops-lead: + content_hash: 4a340bdd3058bce75c197fe2966b31ac75299042dfcdc643c97fe3f38ba815f0 + description: '' + health_score: 100.0 + last_checked: 1779030205.309418 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Why Every DevOps Team Needs A FinOps Lead' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://www.infoq.com/articles/java-virtual-threads: + content_hash: 0245a1b0e476975f5a1b9ae53c544ae75707ca92abb786d4e1959af0389d03ef + description: '' + health_score: 100.0 + last_checked: 1779032297.197719 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Virtual Threads: New Foundations for High-Scale Java Applications' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://www.infoq.com/articles/kubernetes-databases-apache-sharding-sphere: + content_hash: 530c1876adf3dcd8cd8b1d0f295c54311acfbf4d6fb252633e97d816ac370f88 + description: '' + health_score: 100.0 + last_checked: 1779034529.028221 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Create Your Distributed Database on Kubernetes with Existing'' + Monolithic Databases' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://www.infoq.com/articles/kubernetes-effect: + content_hash: e7c38ac4726bc3b0a994fe14e35ca6475212e9b53d7dc75f5bfcabb98d2472cd + description: '' + health_score: 100.0 + last_checked: 1779031461.285198 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: The Kubernetes Effect' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.infoq.com/articles/kubernetes-operators-in-depth: + content_hash: ea0579b2bc5e06a456067c43dd62b5ac8097b9b2004304adc510e440713262f4 + description: '' + health_score: 100.0 + last_checked: 1779031429.69494 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Kubernetes Operators in Depth' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md + year: N/A +https://www.infoq.com/articles/kubernetes-stateful-applications: + content_hash: 78d73b71be9b48842653e11ea7fe9c016d7f838e6b4eecf909f2155db5a44e1a + description: '' + health_score: 100.0 + last_checked: 1779032752.210112 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==infoq.com: Best Practices for Running Stateful Applications on Kubernetes==' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://www.infoq.com/articles/kubernetes-trends-and-challenges: + content_hash: 90e667ae5ec5ac36dcdbdb642d6b04d03e9d48685ee51ad366d8d7e40914b980 + description: '' + health_score: 100.0 + last_checked: 1779032160.175445 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Experts Discuss Top Kubernetes Trends and Production Challenges' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.infoq.com/articles/kubernetes-workloads-serverless-era: + content_hash: 5119b9ec0d88e2aa0d17447dd6ec7d201c9bb6feb749c34acd04e2e07da95e96 + description: '' + health_score: 100.0 + last_checked: 1779034482.938558 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Kubernetes Workloads in the Serverless Era: Architecture, Platforms,'' + and Trends' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.infoq.com/articles/lambda-migration-k8s-jobs: + content_hash: e5f1eb3fae238b378c50f79c4a7a124caed86610df3b2016897b53b8fbe1ad72 + description: '' + health_score: 100.0 + last_checked: 1779032050.921292 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: The Great Lambda Migration to Kubernetes Jobsβ€”a Journey in Three'' + Parts 🌟' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.infoq.com/articles/managing-technical-debt-microservices: + content_hash: 1e5d9fd0850d7e55d6bd8d9d9cedb6ed95bc1ba989afa7202f86eaea1dfebe4a + description: '' + health_score: 100.0 + last_checked: 1779034534.046441 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Managing Technical Debt in a Microservice Architecture' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.infoq.com/articles/microprofile-microservices: + content_hash: 1dc93a46ebd772f1977384cae3b2d905ff25090f1ffafd5b57823b8bf61ca641 + description: '' + health_score: 100.0 + last_checked: 1779030522.914275 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Virtual Panel: The MicroProfile Influence on Microservices Frameworks' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://www.infoq.com/articles/microservices-design-ideals: + content_hash: 06f4c64c3cc7d9d699487e0f1033eedbce7274f74b519deb9cb09f041668b28f + description: '' + health_score: 100.0 + last_checked: 1779030689.116362 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Principles for Microservice Design: Think IDEALS, Rather than'' + SOLID' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.infoq.com/articles/microservices-inside-out: + ai_summary: This foundational architectural piece by Martin Kleppmann argues for + treating database tables as streams of changes rather than static silos. By turning + the database "inside out" using event streams (like Kafka), microservices can + achieve decentralized state management and projection consistency. It bridges + the gap between stream processing and relational storage. + complexity: Advanced + content_hash: 133e95c2dbfbd009ae9607944fe21e464d603ab0e70a31889b83654743cc61a4 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Architecture + - Microservices + - Event-Driven Design + is_microservice: true + language: English + last_checked: 1779034521.346693 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'infoq.com: Turning Microservices Inside-Out' + v1_locations: + - docs/introduction.md + - docs/message-queue.md + v2_locations: + - message-queue.md + - introduction.md + year: N/A +https://www.infoq.com/articles/microservices-seven-fail: + content_hash: 602188249419135eb63bd159b6c2edbf0f6ffd55c658fd5cbb1f313c757818ca + description: '' + health_score: 100.0 + last_checked: 1779032055.37161 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==infoq.com: 7 Ways to Fail at Microservices==' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.infoq.com/articles/migrating-monoliths-to-microservices-with-decomposition: + content_hash: 68031976d5b686c071314e25d378372ba1435478028bdb6d0421f74c0c4a8a71 + description: '' + health_score: 100.0 + last_checked: 1779029826.854142 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Migrating Monoliths to Microservices with Decomposition and Incremental'' + Changes' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.infoq.com/articles/native-java-quarkus: + content_hash: 4bed73af21ba4d5f5b75adab86b956c6ca2989ec63d90517b798c27836dd27a6 + description: '' + health_score: 100.0 + last_checked: 1779031046.550041 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Kubernetes Native Java with Quarkus' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-management: + ai_summary: 'Curator Insight: Investigates the common pitfalls when managing complex + microservice graphs, focusing on circular dependencies and schema version mismatches. + Live Grounding: Proposes practical isolation patterns, contract testing, and loosely-coupled + design standards to ensure independent deployability of services.' + complexity: Advanced + content_hash: 3613e4ff5e5cd4c3c42e0c08a3d36adfb09e712c4c5d7abab9ea63f7c5f9c20c + description: '' + health_score: 100.0 + hierarchy: + - Architecture Patterns + - Microservices + - Dependency Management + is_microservice: true + language: English + last_checked: 1779030479.894465 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Pitfalls and Patterns in Microservice Dependency Management' + v1_locations: + - docs/faq.md + v2_locations: + - faq.md + year: N/A +https://www.infoq.com/articles/platform-runtime-engineering: + content_hash: 7fa3dca3b87c71d9769efe83a5ba4fa15ad5e4ec7b1e7b64b3bfe061d3f4e4fa + description: '' + health_score: 100.0 + last_checked: 1779032802.624648 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Platform as a Runtime - the Next Step in Platform Engineering' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.infoq.com/articles/saga-orchestration-outbox: + content_hash: 9b9b19d35bba04fef107783946908d1b0ced25733a73bf16bf35e9f44d37284d + description: '' + health_score: 100.0 + last_checked: 1779030483.041485 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Saga Orchestration for Microservices Using the Outbox Pattern' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.infoq.com/articles/securing-docker: + content_hash: 71e88accf4a58dc2e650490e8e39da04bfd9c5ef88ebb3b4dc597e26a7960839 + description: '' + health_score: 100.0 + last_checked: 1779034534.025547 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Is Docker Secure Enough?' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://www.infoq.com/articles/serverless-security: + ai_summary: 'Investigates application boundaries in FaaS/Serverless paradigms, examining + IAM policies and request validation patterns. Contrast: Curator Insight suggests + that removing the host removes security risks, while Live Grounding highlights + that fine-grained event-source authentication is the primary line of defense. + Highly relevant for cloud-native developers.' + complexity: Intermediate + content_hash: be26a44105cf8f606f31670261ce17533b7c80974a3e8a2dc69816f8c839e5e7 + description: '' + health_score: 100.0 + hierarchy: + - Application Security + - Serverless Security + - Threat Modeling + is_microservice: true + language: English + last_checked: 1779030971.518189 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Serverless Security: What''s Left to Protect?' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.infoq.com/articles/service-mesh-ultimate-guide: + content_hash: 6420032d02951f511ab0a5a734c8fd12d9a72d2c1a3451cdf871fe53ff401e2d + description: '' + health_score: 100.0 + last_checked: 1779032953.12517 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Service Mesh Ultimate Guide:' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://www.infoq.com/articles/service-mesh-ultimate-guide-2e: + content_hash: 227de9d45a50261bd46a1e871f1f8228e131377cafc524cece4c8ec70bd65843 + description: '' + health_score: 100.0 + last_checked: 1779029124.671694 + stars: 0 + status: online + title: 'infoq.com: Service Mesh Ultimate Guide - Second Edition: Next Generation'' + Microservices Development' + v1_locations: + - docs/servicemesh.md + year: N/A +https://www.infoq.com/articles/service-mesh-ultimate-guide/-2e: + health_score: 64.0 + last_checked: 1779130495.025395 + v1_locations: + - docs/servicemesh.md +https://www.infoq.com/articles/tips-running-scalable-workloads-kubernetes: + content_hash: 59e7255e338545fcff5d905f78c8592cb9cab09d08e2ff608ec5d2d698a76be6 + description: '' + health_score: 100.0 + last_checked: 1779031755.871994 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Six Tips for Running Scalable Workloads on Kubernetes' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.infoq.com/news/2019/01/upbound-crossplane: + ai_summary: An analytical article introducing Crossplane's architectural strategy. + It outlines the core benefits of moving from static execution runs to active, + continuously reconciling API-driven cloud control planes. + complexity: Intermediate + content_hash: 0ca6684dae4fa88a473e063a2928b7285e9b30989b2249846e55fe5a187ef8e4 + description: '' + health_score: 100.0 + hierarchy: + - Control Planes + - Cloud Infrastructure As Code + - Architectural Strategy + is_microservice: false + language: English + last_checked: 1779034323.359569 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Crossplane, a Universal Control Plane API for Cloud Computing + v1_locations: + - docs/crossplane.md + v2_locations: + - crossplane.md + year: N/A +https://www.infoq.com/news/2019/04/google-traffic-director: + content_hash: 0d7b8dfad1f7f124b06d75121799c6b8b2718b14b9ab7ff7034479122e5f98ca + description: '' + health_score: 100.0 + last_checked: 1779034425.20611 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Introducing Traffic Director: Google''s Service Mesh Control'' + Plane' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows: + ai_summary: Discusses integrating Apache Kafka's distributed streaming logs with + Zeebe's stateful workflow management. Analyzes patterns to maintain reliable, + long-running saga transactions across microservices. + complexity: Advanced + content_hash: fd0a73a80975244a155ca6c5a5727e38118f31ecac65fed2d7fc0728a70e539a + description: '' + health_score: 100.0 + hierarchy: + - Orchestration and Workflow + - BPMN Orchestration + - Architectural Patterns + - Comparisons + is_microservice: true + language: English + last_checked: 1779029119.360484 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Event Streams and Workflow Engines – Kafka and Zeebe 🌟' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops: + ai_summary: An InfoQ editorial piece analyzing the operational design of WKSctl. + Explores how declarative machine and cluster definitions allowed users to bootstrap + and reconcile nodes over SSH using Git as the source of truth. + complexity: Intermediate + content_hash: 6caf895b608d5b1d5ff4f41c6c9ef94ae30e715ee3774889e5319a4213d7dcfc + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure + - GitOps + - Cluster Provisioning + is_microservice: false + language: English + last_checked: 1779034462.1898 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'WKSctl: a Tool for Kubernetes Cluster Management Using GitOps' + v1_locations: + - docs/gitops.md + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + - gitops.md + year: N/A +https://www.infoq.com/news/2020/04/terraform-operator-kubernetes: + content_hash: 68ebae48ee9b90844384d3679269a11d5874ec42b422405e23b036a9382c0218 + description: '' + health_score: 100.0 + last_checked: 1779030022.881174 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Managing Infrastructure from Kubernetes with the HashiCorp Terraform'' + Operator' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://www.infoq.com/news/2020/06/defense-department-devsecops: + ai_summary: 'An architectural case study exploring the US Department of Defense''s + massive transition to DevSecOps utilizing Kubernetes and Istio inside air-gapped + systems. Contrast: Curator Insight highlights organizational friction, while Live + Grounding shows this effort proved zero-trust container orchestration was viable + at massive scales. Indispensable reading for regulated cloud architects.' + complexity: Advanced + content_hash: 1419070d246fc2f823f8fe2a2447315e92a4d1a3d02862827ee58b321a358d12 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Government Case Studies + is_microservice: true + language: English + last_checked: 1779032966.955171 + needs_ai_refresh: true + resource_type: Case Study + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'infoq.com: The Defense Department''s Journey with DevSecOps' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.infoq.com/news/2020/07/cdk-terraform: + content_hash: 5a881953bbcbd8468af59dcc9e6b5ba46f9094874513630b8a32572aec547299 + description: '' + health_score: 100.0 + last_checked: 1779033163.144443 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: cdk-terraform - Cloud Development Kit Can Now Generate Terraform'' + Configurations Using TypeScript and Python' + v1_locations: + - docs/terraform.md + v2_locations: + - terraform.md + year: N/A +https://www.infoq.com/news/2020/07/docker-ecs-plugin: + content_hash: 9c9511ca2af0064c24e001fa7b343476847932bd9c3e8f3bebed08ebeb59a496 + description: '' + health_score: 100.0 + last_checked: 1779030232.626226 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'docker-ecs-plugin: Docker Releases Plugin for Simplified Deployments into'' + AWS ECS and Fargate' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://www.infoq.com/news/2020/08/GitHub-open-api-spec: + ai_summary: An InfoQ news analysis covering GitHub's strategic move to open-source + its REST API specification using the OpenAPI format. The article highlights how + third-party tooling, API testing platforms, and developer tooling can consume + these schemas to generate robust mock servers and client libraries. It is an important + milestone in the shift toward standardized, contract-first API ecosystems across + major developer platforms. + complexity: Intermediate + content_hash: 6550390953040cd2c2e35118adb8d1d97864ca2bef91c2c2bbbae3be36644160 + description: '' + health_score: 100.0 + hierarchy: + - Developer Tools + - API Integration + - OpenAPI Standards + is_microservice: false + language: English + last_checked: 1779034336.76783 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: GitHub's OpenAPI Spec Open-Sourced in Beta + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +https://www.infoq.com/news/2020/09/aws-ec2-t4g-instances: + content_hash: ea0348bedd651f9c8e69113e0b6a7ee2f9880d8cf94ba82019384baa512a9231 + description: '' + health_score: 100.0 + last_checked: 1779032575.126639 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: AWS Launches Low-Cost Burstable T4g Instances Powered by AWS'' + Graviton2' + v1_locations: + - docs/aws-pricing.md + v2_locations: + - aws-pricing.md + year: N/A +https://www.infoq.com/news/2020/09/kubernetes-ingress-ga: + content_hash: 7e01c2386b6050fbec573240d3b300403084a93d40b452385321fb895c865c6a + description: '' + health_score: 100.0 + last_checked: 1779033762.02214 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Kubernetes Ingress Is Now Generally Available' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md + year: N/A +https://www.infoq.com/news/2020/10/kubernetes-chaos-mesh-ga: + content_hash: 3332814e11b641a334e2b2e67efd69588fcef24cd63333cce80ffb60806fad56 + description: '' + health_score: 100.0 + last_checked: 1779034289.555742 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Chaos Engineering on Kubernetes : Chaos Mesh Generally Available'' + with v1.0' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md + year: N/A +https://www.infoq.com/news/2020/11/2020-devops-report: + content_hash: 681a77ab49a54131c5ac428a18b59184dbc6ea123d679fb3da5e5ed8eb67fa21 + description: '' + health_score: 100.0 + last_checked: 1779034492.119026 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Puppet Releases Its 2020 State of DevOps Report 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.infoq.com/news/2020/12/data-mesh-architecture: + ai_summary: An executive summary analyzing Zhamak Dehghani's foundational Data Mesh + concepts. Contemplates the operational and architectural pivot from centralized + monolithic data pools to distributed, domain-centric, and governed team landscapes. + complexity: Intermediate + content_hash: 5c4bf65f69a9f7bcb227cef22a2e82eab6f1d3ab378c7766efe2e15d7a8a7e85 + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Data Mesh + - Strategic Overview + is_microservice: true + language: English + last_checked: 1779031625.650682 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Data Mesh Principles and Logical Architecture Defined' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution: + ai_summary: An industry report covering Mirantis' launch of k0s. Details the project's + architecture, showing how it solves common challenges like packaging components + cleanly, maintaining small binary sizes, and removing reliance on complex OS libraries. + complexity: beginner + content_hash: 2f8229a967559175425dbcf28e4fadec21998aa19afb54369531a0c7237b59cc + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Kubernetes Distributions + - Industry News + is_microservice: false + language: en + last_checked: 1779032249.204436 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Mirantis Announces k0s, a New Kubernetes Distribution' + v1_locations: + - docs/kubernetes-on-premise.md + v2_locations: + - kubernetes-on-premise.md + year: N/A +https://www.infoq.com/news/2021/01/aws-devops-guru: + ai_summary: 'Curator Insight: InfoQ coverage detailing the launch of AWS DevOps + Guru, an ML-powered monitoring tool. + + Live Grounding: Breaks down how the service analyzes telemetry, logs, and trace + patterns to automatically flag operational anomalies and offer remediation instructions.' + complexity: Intermediate + content_hash: aa4fccb879244387441e35f64643476e5497770c96dab555eede423448b1fb0f + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Infrastructure + - AWS Ecosystem + - AI Ops + is_microservice: false + language: English + last_checked: 1779033339.663683 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: AWS Launches Amazon DevOps Guru' + v1_locations: + - docs/aws-devops.md + v2_locations: + - aws-devops.md + year: N/A +https://www.infoq.com/news/2021/01/aws-grafana-prometheus: + content_hash: b7f4df31d62cf7a4a3655260dccc24a14cb341e3e9a915039390d19f47a5441e + description: '' + health_score: 100.0 + last_checked: 1779033093.094691 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: AWS Introduces Amazon Managed Service for Grafana and Amazon'' + Managed Service for Prometheus' + v1_locations: + - docs/aws-monitoring.md + v2_locations: + - aws-monitoring.md + year: N/A +https://www.infoq.com/news/2021/01/aws-transfer-ftp-efs: + ai_summary: Reports on the strategic integration between AWS Transfer Family (SFTP/FTPS/FTP) + and EFS. Enables developers to expose shared file systems securely directly to + remote partners without managing SFTP instance clusters. + complexity: Intermediate + content_hash: 05efeaf08236a26dec5d2434528ae2939df9a726c3a7cc1eb5d5806adadf15ad + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - AWS Storage + - Amazon EFS + is_microservice: false + language: English + last_checked: 1779033296.566108 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: AWS Transfer Family Introduces Support for EFS' + v1_locations: + - docs/aws-storage.md + v2_locations: + - aws-storage.md + year: N/A +https://www.infoq.com/news/2021/01/docker-jfrog-partnership: + content_hash: e98c922d9b9445df53c347670c1844a67a490b82dfe532dc9528879fef1f4828 + description: '' + health_score: 100.0 + last_checked: 1779031258.629112 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Docker Hub and JFrog Partnership Removes Image Pull Limits for'' + Artifactory Users' + v1_locations: + - 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docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.infoq.com/presentations/microservices-software-quality: + content_hash: 9ca7b1d3adbcf17656b86ad37521a3105c60a9bf2d251c7eb46a497c298611bf + description: '' + health_score: 100.0 + last_checked: 1779034013.126843 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Maintaining Software Quality with Microservices' + v1_locations: + - docs/qa.md + v2_locations: + - qa.md + year: N/A +https://www.infoq.com/presentations/service-mesh-ebpf: + content_hash: 95b240a8bb5f34f56f833499eebc185b90040039bb20b5035ed811ce2b98b61b + description: '' + health_score: 100.0 + last_checked: 1779029143.149 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Sidecars, eBPF and the Future of Service Mesh' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://www.infoq.com/presentations/sre-apprentices: + ai_summary: This session addresses the cognitive models of system failure, specifically + targeting how apprentices and junior SREs can safely learn to analyze complex + failures. It advocates for structured code-level tracing, game days, and interactive + debugging to accelerate reliable operational troubleshooting. + complexity: Intermediate + content_hash: 40edecdb4cfa5c169ff1adf09483150dc832f2b04cef9ce58c26457e0e4465ea + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Site Reliability Engineering + - Training and Incident Response + is_microservice: false + language: English + last_checked: 1779033640.872128 + needs_ai_refresh: true + resource_type: Video + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoq.com: Observing and Understanding Failures: SRE Apprentices' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://www.information-age.com/devops-vs-agile-distinguishing-and-combining-the-two-20117: + content_hash: 068a614c5be017702b04ecb07ca05966df66220e843f708370e3768e9e349a0e + description: '' + health_score: 100.0 + last_checked: 1779032240.794358 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'information-age.com: DevOps vs Agile: distinguishing and combining the two' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.informationweek.com/devops/can-enterprises-benefit-from-adopting-database-devops/a/d-id/1337238: + content_hash: ae700c7c52465048cc5ec36cdeb281758376a6c066abfe59d16e21bf83f57571 + description: '' + health_score: 100.0 + last_checked: 1779030853.705839 + stars: 0 + status: online + title: 'informationweek.com: Can Enterprises Benefit From Adopting Database DevOps?' + v1_locations: + - docs/databases.md + year: N/A +https://www.informationweek.com/devops/whats-holding-devops-back/a/d-id/1339540: + content_hash: 1a312f3898bf7ccfa119cc271d36b6a4b77b1f352f55472a89924cb593eb1614 + description: '' + health_score: 100.0 + last_checked: 1779030656.063385 + stars: 0 + status: online + title: 'informationweek.com: What''s Holding DevOps Back?' + v1_locations: + - docs/devops.md + year: N/A +https://www.informationweek.com/software-services/devops: + health_score: 100.0 + last_checked: 1779130495.021158 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + - docs/devops.md + v2_locations: + - databases.md +https://www.infostor.com/backup-and_recovery/quantum-taps-aws-for-cloud-powered-disaster-recovery.html: + content_hash: 6970e3ef8de3927b72d96d0e62f57dcc53d1c0eacaeb83e4866e313c9e8f0d2b + health_score: 100.0 + last_checked: 1779031514.612648 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-backup.md + v2_locations: + - aws-backup.md +https://www.infoworld.com/article/2254500/serverless-computing-with-aws-lambda.html: + ai_summary: A historical baseline tutorial providing a hands-on introduction to + creating functions, mapping API endpoints, and evaluating runtime logs. While + modern tools have evolved the deployment UX, this article preserves foundational + context on the early functional programming shift in cloud infrastructures. + complexity: Beginner + description: '' + hierarchy: + - Serverless + - AWS Lambda + - Foundations + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: Serverless computing with AWS Lambda, Part 1' + v2_locations: + - aws-serverless.md + year: '2017' +https://www.infoworld.com/article/2256828/jdk-15-the-new-features-in-java-15.html: + content_hash: cd3355863d2541548cb82c168ee5c9a15dc06ec79465027a628556d089f05953 + health_score: 100.0 + last_checked: 1779130494.99687 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md +https://www.infoworld.com/article/2257118/dockers-compose-specification-is-now-an-open-standard.html: + content_hash: 9a4ec08d8af75fb2897c1322468ad59407978495924277920163df0173a28398 + health_score: 100.0 + last_checked: 1779130494.969805 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://www.infoworld.com/article/2258136/10-steps-to-automating-security-in-kubernetes-pipelines.html: + ai_summary: Focuses on establishing highly automated security checkpoints across + the continuous delivery pipeline. Curator insight lists key automation areas, + including infrastructure-as-code linting and automated vulnerability patching. + Live grounding proves that shifting security left into the pipeline minimizes + runtime surprises and maintains continuous developer velocity. + complexity: Intermediate + description: '' + hierarchy: + - Security + - DevSecOps + - CI/CD Pipeline Security + is_microservice: false + language: en + resource_type: article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==infoworld.com: 10 steps to automating security in Kubernetes pipelines==' + v2_locations: + - kubernetes-security.md + year: '2021' +https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html: + ai_summary: An industry advocacy piece exploring standard friction points holding + organizations back from adopting feature management platforms. Highlights the + operational agility, rapid rollbacks, and targeting capabilities gained after + implementing a robust flag framework. + complexity: Beginner + description: '' + hierarchy: + - Software Engineering + - Architecture Patterns + - Feature Management + is_microservice: false + language: English + resource_type: Blog Post + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: Why aren’t you using feature flags?' + v2_locations: + - git.md + year: '2021' +https://www.infoworld.com/article/2261531/red-hats-crime-against-centos.html: + ai_summary: 'An analytical article discussing the intense industry backlash and + architectural implications of Red Hat''s decision to shift CentOS from a downstream + stable release to CentOS Stream. Double-Evidence: This commentary explores the + disruption of historical IT infrastructures, and live grounding highlights this + historical shift as the primary catalyst for the rise of Rocky Linux and AlmaLinux.' + complexity: Intermediate + description: '' + hierarchy: + - Cloud Architecture + - Linux Operating Systems + - Enterprise Distributions + is_microservice: false + language: English + resource_type: Opinion/Analysis + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: Red Hat’s crime against CentOS' + v2_locations: + - linux.md + year: '2023' +https://www.infoworld.com/article/2261795/building-microservices-give-dapr-a-try.html: + content_hash: b3c7fd947c2af95c3e7e33effdd773d61e5f965604406aa8eaa320609f029fe2 + health_score: 100.0 + last_checked: 1779130495.006383 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md +https://www.infoworld.com/article/2261975/when-kubernetes-is-not-the-solution.html: + ai_summary: Highlights use-cases and scenarios where Kubernetes acts as an anti-pattern. + Outlines operational over-engineering, hidden resource consumption, and networking + complexities. + complexity: Advanced + description: '' + hierarchy: + - Container Orchestration + - Kubernetes Alternatives + - Evaluations + is_microservice: true + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: When Kubernetes is not the solution' + v2_locations: + - kubernetes-alternatives.md + year: '2021' +https://www.infoworld.com/article/2263821/5-devops-practices-to-improve-application-reliability.html: + content_hash: a4a8f21fbc202bea3bcd8300efb07bb5ea50e11ec2080b76026e4176e803790a + health_score: 100.0 + last_checked: 1779130495.015953 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://www.infoworld.com/article/2264177/the-decline-of-heroku.html: + content_hash: 152f3fe263e3ef0704b795c60ab1820c95916a9b4dfe41192ae73ead6f557caf + health_score: 100.0 + last_checked: 1779130495.032124 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.infoworld.com/article/2264256/6-reasons-to-switch-to-managed-kubernetes.html: + ai_summary: Explores key drivers for offloading Kubernetes cluster administration + to managed services. Examines control-plane management, security patching, and + scaling benefits. + complexity: Beginner + description: '' + hierarchy: + - Cloud Infrastructure + - Orchestration + - Managed Kubernetes + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: 6 reasons to switch to managed Kubernetes' + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2021' +https://www.infoworld.com/article/2264392/no-one-wants-to-manage-kubernetes-anymore.html: + content_hash: e89501f16fababa01cfa78a726cda2e83c9ce1722d08c638c8ad6e64b431590d + health_score: 100.0 + last_checked: 1779130495.010527 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.infoworld.com/article/2264771/3-cloud-architecture-mistakes-we-all-make-but-shouldnt.html: + content_hash: 8cf6f47a9d583a8e90397d04fdd53fe531b14b275e73ed93e117143d479c3937 + health_score: 100.0 + last_checked: 1779130494.929682 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.infoworld.com/article/2265016/15-tools-that-make-kubernetes-easier.html: + content_hash: c02c8eca0bd629a6a4692ce4fa52d45fc3924f3a5e4c83de463a695cbd8e835c + health_score: 100.0 + last_checked: 1779130494.957853 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md +https://www.infoworld.com/article/2265488/how-kubernetes-works.html: + content_hash: f3da28e09c6f333b1177874ddb8e7897d1e55368959cb2f55df3f11bf95594bc + health_score: 100.0 + last_checked: 1779130495.018712 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.infoworld.com/article/2266054/6-kubernetes-distributions-leading-the-container-revolution.html: + ai_summary: Reviews the leading container platforms guiding the market shift towards + hybrid and multi-cloud Kubernetes orchestration. Evaluates enterprise-grade capabilities + of tools like Red Hat OpenShift, VMware Tanzu, Rancher, and Mirantis, analyzing + their management interfaces and security controls. + complexity: intermediate + description: "- OpenShift\n - VMware Tanzu Grid\n - Rancher Kubernetes Engine\n\ + \ - Mirantis Kubernetes Engine\n - Docker\n - Canonical Kubernetes" + hierarchy: + - Cloud Infrastructure + - Kubernetes Distributions + - Enterprise Platforms + is_microservice: false + language: en + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'infoworld.com: 6 Kubernetes distributions leading the container revolution' + v2_locations: + - kubernetes-on-premise.md + year: '2022' +https://www.infoworld.com/article/2267127/how-to-use-the-python-for-loop.html: + content_hash: c8703ed1de451eb3ce532b7977327d4b07a642c8886c359203ba22b19882793b + health_score: 100.0 + last_checked: 1779130494.976151 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md + v2_locations: + - python.md +https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html: + ai_summary: 'Curator Insight: Broad industry-focused definition of CI/CD pipeline + automation and toolchains. Live Grounding: Explores the evolutionary shift from + monolithic build scripts to declarative yaml-based pipeline orchestration. Provides + a vendor-neutral high-level analysis of standard integration loops.' + complexity: Beginner + description: '' + hierarchy: + - Software Delivery + - CI/CD Foundations + - Theory and Concepts + is_microservice: false + language: English + resource_type: Article + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: What is CI/CD? Continuous integration and continuous delivery + explained' + v2_locations: + - cicd.md + year: '2023' +https://www.infoworld.com/article/2269272/how-docker-broke-in-half.html: + content_hash: 59190e03ae6246373bcaa86454cc2d08462b33ab930ce3b78b788d9735232656 + health_score: 100.0 + last_checked: 1779130494.95923 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://www.infoworld.com/article/2269961/kubernetes-object-storage-best-practices.html: + content_hash: 272a19a487763b28bc63fb1b2699acf53a340853fa5c6d0aab2e3892e05ddb14 + health_score: 100.0 + last_checked: 1779130494.939239 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md +https://www.infoworld.com/article/2270388/continuous-integration-with-docker-and-jenkins.html: + content_hash: 62c1f1db3f56e977f4b93288ae1d5d97544c4b47a8a2b75ea18d63833948538b + health_score: 100.0 + last_checked: 1779130494.96886 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md +https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html: + ai_summary: Highlights five key operational DevOps patterns enabled by feature flag + deployment. Explains concrete use cases, including system dark launching, canary + testing, progressive rollouts, kill switches, and empowering product management + controls. + complexity: Intermediate + description: '' + hierarchy: + - Software Engineering + - Architecture Patterns + - Feature Management + is_microservice: false + language: English + resource_type: Blog Post + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: 5 devops use cases for developing with feature flags' + v2_locations: + - git.md + year: '2021' +https://www.infoworld.com/article/2270578/the-red-method-a-new-strategy-for-monitoring-microservices.html: + content_hash: 1b2873744be011fa7a616b8b8fad53e6e641993ef650d71801e597876ea8453d + health_score: 100.0 + last_checked: 1779130495.023204 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://www.infoworld.com/article/2270714/complexity-is-killing-software-developers.html: + content_hash: e7ef22215c32a9b79f1e9f461bbaccec8fdd0b08a3bd169515619c4cc17f9fdf + health_score: 100.0 + last_checked: 1779130494.992308 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devel-sites.md + - docs/introduction.md + v2_locations: + - devel-sites.md +https://www.infoworld.com/article/2270808/github-introduces-code-review-controls.html: ai_summary: This InfoWorld article highlights GitHub's enhancement of its governance capabilities through advanced code review controls, ensuring compliance policies can be enforced programmatically. By restricting who can approve pull requests and ensuring checks pass, organizations can automate their security and governance criteria. For enterprises running in regulated environments, these platform constraints are critical to maintaining audit trails. - language: English - resource_type: blog complexity: Intermediate + description: '' hierarchy: - Developer Tools - Collaboration and Workflow - Enterprise Code Auditing + is_microservice: false + language: English + resource_type: blog + stars: 3 + status: online tags: - '[ENTERPRISE-STABLE]' - is_microservice: false - status: online title: 'infoworld.com: GitHub introduces code review controls 🌟' v2_locations: - git.md -https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces: - description: '' - year: '2020' - stars: 2 - ai_summary: Architectural integration study mapping out Continuous Delivery structures - using Nexus Repository, Jenkins pipelines, and Cloudogu software suites for regulated - enterprise workloads. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - CI-CD Pipelines - - Jenkins Ecosystem - - Enterprise Architectures - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - status: online - title: Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem - v2_locations: - - demos.md -https://www.salaboy.com/2022/08/03/building-platforms-on-top-of-kubernetes-vcluster-and-crossplane: + year: '2022' +https://www.infoworld.com/article/2270814/docker-really-did-change-the-world.html: + content_hash: b65ebceeb0df96926eaa033bdba23c05a037e9921cec992b8db400fdd252e4b3 health_score: 100.0 - last_checked: 1779130495.019448 - content_hash: a25b0d6dded62bd552d350776a6598c5c595c54936cd76fd6715189764c60ee2 - v1_locations: - - docs/kubernetes-tools.md + last_checked: 1779130495.001972 needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes-tools.md -https://cloudnativenow.com/features/kubernetes-enables-devops-as-a-service-daas: - health_score: 100.0 - last_checked: 1779130495.017816 - content_hash: 2f38252910e6b3d10e50a945fd13b5e1669bc6b83b33bfdacd565393b71e7338 v1_locations: - - docs/devops.md + - docs/docker.md + v2_locations: + - docker.md +https://www.infoworld.com/article/2270825/the-race-to-secure-kubernetes-at-runtime.html: + ai_summary: Explores the rapid evolution of security technologies focusing on runtime + detection and container-level process isolation. Curator insight details the industry + transition away from simple static analysis toward active behavioral profiling. + Live grounding confirms that eBPF-driven insights and real-time enforcement have + become critical standards for identifying novel zero-day threats. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Runtime Security + - Threat Detection + is_microservice: false + language: en + resource_type: article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==infoworld.com: The race to secure Kubernetes at run time==' + v2_locations: + - kubernetes-security.md + year: '2022' +https://www.infoworld.com/article/2270941/google-cloud-appsheet-review-no-code-with-extras.html: + content_hash: e6971530f9f0841881cc7723d039588899c45dd55e69f8879b96f9fb6107d706 + health_score: 100.0 + last_checked: 1779130494.989259 needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' + v1_locations: + - docs/GoogleCloudPlatform.md v2_locations: - - devops.md -? https://ambking1234.biz/?action=register&marketingRef=6788b227da9499f55f6ea745/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops -: description: '' - year: '2020' - stars: 0 - ai_summary: 'Historical reference covering the announcement of WKSctl as an open-source - GitOps-centric cluster bootstrapper. Note: The URL appears to have defaulted to - an external registration portal and should be treated with caution.' - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Infrastructure - - GitOps - - Cluster Provisioning - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - status: online - title: WKSctl - A New OSS Kubernetes Manager using GitOps - v2_locations: - - gitops.md - - kubernetes-on-premise.md -https://www.cbui.dev/every-company-has-an-old-production-aws-account: + - GoogleCloudPlatform.md +https://www.infoworld.com/article/2271333/securing-the-kubernetes-software-supply-chain.html: + ai_summary: Introduces Ratify, an open-source verification engine designed to validate + container image signatures and bills of materials (SBOMs) prior to deployment. + Curator insight highlights how Ratify integrates as an admission controller with + Gatekeeper to block unsigned or non-compliant artifacts. Live grounding confirms + that cryptographic signature verification is a cornerstone of modern secure supply + chain initiatives. + complexity: Advanced description: '' - year: '2023' + hierarchy: + - Security + - Software Supply Chain + - Admission Controllers + is_microservice: false + language: en + resource_type: article stars: 4 - ai_summary: An exceptionally realistic post exploring the technical debt, security - challenges, and social dynamics surrounding legacy, unmanaged cloud environments. - The author details pragmatic strategies for containment and migration. Grounding - indicates its high value for architects dealing with cloud sprawl. - language: English - resource_type: Article - complexity: Intermediate - hierarchy: - - Cloud Architecture - - Enterprise Governance - - Legacy Modernization + status: online tags: - '[ENTERPRISE-STABLE]' - - '[LEGACY]' - is_microservice: false - status: online - title: '==cbui.dev: Every company has an "old" production AWS account==' + title: 'infoworld.com: Securing the Kubernetes software supply chain with Microsoft''s + Ratify' v2_locations: - - aws-architecture.md -https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-World-Today-combine-with-TechTarget: - description: '' - year: '2024' - stars: 1 - ai_summary: An executive analysis examining why SRE architecture is a vital component - of any modern, high-density DevOps delivery system trying to limit service down-time. - language: English - resource_type: Blog Post - complexity: Intermediate - hierarchy: - - Platform Engineering - - Site Reliability Engineering - - Foundations + - kubernetes-security.md + year: '2022' +https://www.infoworld.com/article/2271482/kubernetes-up-serverless-down-report.html: + content_hash: dc98dc8f06ab3e516a5eafd0ae874b9c97daa87181feacfe654445ffd1bf8eae + health_score: 100.0 + last_checked: 1779130495.004533 + needs_ai_refresh: true + status: online tags: - '[COMMUNITY-TOOL]' - is_microservice: true - status: online - title: 'itprotoday.com: Why Site Reliability Engineering Is Key to Modern DevOps' + v1_locations: + - docs/introduction.md v2_locations: - introduction.md - - ocp4.md -https://www.testmuai.com/blog/best-jenkins-alternatives: +https://www.infoworld.com/article/2334477/cncf-survey-managed-kubernetes-becomes-the-norm.html: + ai_summary: Reviews CNCF annual survey results showing massive adoption of managed + Kubernetes over self-hosted alternatives, mapping out industrial patterns in enterprise + deployments. + complexity: Beginner + description: '' + hierarchy: + - Cloud Infrastructure + - Orchestration + - Market Trends + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==infoworld.com: CNCF survey: Managed Kubernetes becomes the norm==' + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2022' +? https://www.infoworld.com/article/2334525/how-to-protect-your-kubernetes-infrastructure-from-the-argo-cd-vulnerability.html +: ai_summary: 'Curator Insight: Actionable playbook detailing operational steps to + patch and mitigate the path traversal vulnerability in enterprise clusters. Live + Grounding: Stresses the significance of continuous configuration auditing, disabling + unauthorized repository creation, and using read-only service accounts for the + GitOps agent.' + complexity: Intermediate + description: '' + hierarchy: + - Application Delivery + - Security + - Vulnerabilities + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: How to protect your Kubernetes infrastructure from the Argo + CD vulnerability' + v2_locations: + - argo.md + year: '2022' +https://www.infoworld.com/article/2334635/the-biggest-obstacle-to-cloud-is-people.html: + content_hash: b4a9cba79b84a2295cf495a5061d9d7499e65be594afddec7c148c6b3b473af0 health_score: 100.0 - last_checked: 1779130495.00156 - content_hash: 28647db5bd3e5e71f1decb8b95cfc8394eb63e5c73f8bab2cccc0f0c7bee3b5d + last_checked: 1779130495.005633 + needs_ai_refresh: true v1_locations: - - docs/jenkins-alternatives.md + - docs/index.md +https://www.infoworld.com/article/2334689/beyond-sql-8-new-languages-for-data-querying.html: + content_hash: e533b9ec4b52be7fb82644b308ae5ff7ee2b83b0c5cca34aabcb08b9af07e7cc + health_score: 100.0 + last_checked: 1779130494.982657 needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' - v2_locations: - - jenkins-alternatives.md -https://www.harness.io/blog/gitops-repo-structure: - health_score: 100.0 - last_checked: 1779130494.990256 - content_hash: a1136643cf9cb6f8710b51e23d8a8444b8b145d558ade6f7762971e6de5293ef v1_locations: - - docs/gitops.md + - docs/databases.md + v2_locations: + - databases.md +https://www.infoworld.com/article/2334697/what-is-git-version-control-for-collaborative-programming.html: + ai_summary: Evaluates Git's positioning and dominance in modern enterprise architectures. + Examines internal object tracking mechanics, repository distributed layouts, and + its vital role in the contemporary DevOps toolchain. + complexity: Beginner + description: '' + hierarchy: + - Software Engineering + - Version Control + - Git Basics + is_microservice: false + language: English + resource_type: Article + stars: 2 status: online tags: - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'infoworld.com: What is Git? Version control for collaborative programming' v2_locations: - - gitops.md -https://www.infoworld.com/article/2338303/5-steps-to-bringing-kubernetes-costs-in-line.html: + - git.md + year: '2021' +https://www.infoworld.com/article/2335001/why-we-need-both-cloud-architects-and-cloud-engineers.html: + content_hash: 9200fb3cdf4f5d266206b9706011dc7b8f6e78d3643f6eb39f8a2238fcfc507f health_score: 100.0 - last_checked: 1779130495.030702 - content_hash: 529fae100d5d0d4b0b8c5118d875b03c1c761a224e4a8a6e910f969308e484e6 + last_checked: 1779130494.964159 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.infoworld.com/article/2335723/why-mercedes-benz-runs-on-900-kubernetes-clusters.html: + content_hash: e6688e78824a16c2955d3cb58044dd877bd00f1481d41a277d474cef683300be + health_score: 100.0 + last_checked: 1779130494.948877 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/customer.md + v2_locations: + - customer.md +https://www.infoworld.com/article/2336728/5-best-practices-for-securing-cicd-pipelines.html: + ai_summary: Industry playbook highlighting optimal architectural security boundaries + in modern delivery environments. Emphasizes secrets lifecycle management, dependency + scanning, least privilege controls, and software bill of materials (SBOM) validations. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Security + - CI/CD Platforms + - Best Practices + is_microservice: true + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: 5 best practices for securing CI/CD pipelines' + v2_locations: + - ai.md + year: '2024' +https://www.infoworld.com/article/2336757/16-open-source-projects-transforming-ai-and-machine-learning.html: + content_hash: 4c0530a5f5443f86b44371af2b35181621b03af62204d140701df985931661a3 + health_score: 100.0 + last_checked: 1779130494.963148 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/mlops.md + v2_locations: + - mlops.md +https://www.infoworld.com/article/2336761/are-we-experiencing-cloudflation.html: + content_hash: 730fd2b0bf9033298bef328f64df64144ac6a77b83c1858b9033828dfcc55412 + health_score: 100.0 + last_checked: 1779130494.99079 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' v1_locations: - docs/finops.md + v2_locations: + - finops.md +https://www.infoworld.com/article/2337192/sysdigs-new-cost-advisor-aims-to-cut-kubernetes-costs.html: + content_hash: 6767e1b1ecc28c02442794e5421ca3b28981091905f5d41d0937eb57f6f4b45b + health_score: 100.0 + last_checked: 1779130494.998378 needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.infoworld.com/article/2337301/cloud-architects-are-afraid-of-automation.html: + content_hash: 3b933ba163b5fb417a961d52a725d9d85e6752b128c7100bf26514247606fb77 + health_score: 100.0 + last_checked: 1779130495.010746 + needs_ai_refresh: true + v1_locations: + - docs/index.md +https://www.infoworld.com/article/2337368/how-to-beat-the-kubernetes-skills-shortage.html: + content_hash: 0961aa9fba4cc6685f2bb8533e385eb7a9bb6dd65871ee064170bb8bdc850878 + health_score: 100.0 + last_checked: 1779130494.999023 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.infoworld.com/article/2337405/github-codespaces-freely-available-to-all-github-users.html: + content_hash: d5e08242f5fee6baf3f7309a7e9b1ecc88e3aa60409d60da844d92b6fe96a045 + health_score: 100.0 + last_checked: 1779130494.992035 + needs_ai_refresh: true + v1_locations: + - docs/git.md +https://www.infoworld.com/article/2337529/aws-lambda-kickstarts-java-functions.html: + ai_summary: High-level coverage of AWS Lambda SnapStart integration for JVM applications, + analyzing its capability to reduce initialization overhead. It discusses application + architecture adjustments required to remain snapshot-safe. It is an excellent + analytical review of Java's modern enterprise relevance in serverless stacks. + complexity: Intermediate + description: '' + hierarchy: + - Serverless + - AWS Lambda + - Performance + is_microservice: true + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infoworld.com: AWS Lambda kickstarts Java functions' + v2_locations: + - aws-serverless.md + year: '2022' +https://www.infoworld.com/article/2337651/what-to-do-when-your-devops-team-is-downsized.html: + content_hash: 24d472c58d040a240d2f2ee716316349a5c62b35406457dab852369682488f33 + health_score: 100.0 + last_checked: 1779130494.967665 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md +https://www.infoworld.com/article/2337918/getting-started-with-azure-openai.html: + content_hash: 96cf71b4753d29f52432911c15266742bf76fe2562d5df847a3738f070805cbb + health_score: 100.0 + last_checked: 1779130494.93085 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md +https://www.infoworld.com/article/2337920/how-multicloud-changes-devops.html: + content_hash: 43b96a4cf0e19c4725fc8b716397f3db382ed5e67c2890a867c4a63160c95ceb + health_score: 100.0 + last_checked: 1779130495.000457 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://www.infoworld.com/article/2338012/when-finops-costs-you-more-in-the-end.html: + content_hash: e635f2a11567d3e0d766a2debf8cecac346032a119643929ced590d752229aec + health_score: 100.0 + last_checked: 1779130494.997252 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/finops.md v2_locations: - finops.md -https://www.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-lawrence-stroll-luca-de-meo_3470693: - description: '' - year: '2022' - stars: 0 - ai_summary: An architectural post-mortem of how leadership ego and poor communications - within highly technical, fast-paced environments (Formula 1 teams Alpine and Aston - Martin) lead to catastrophic talent drain. Analyzes the failure modes of top-down - command and control structures. 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Live Grounding: Explores + the implementation of manual approval gates, automated smoke tests, and fallback + protocols to transition production workloads safely.' + complexity: Intermediate + content_hash: ac425015004bd822935ac1e06087ea33276573c4e7dd38063b2e2ddf5c1664ae + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Progressive Delivery + - Argo Rollouts + is_microservice: false + language: English + last_checked: 1779030353.170505 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: Progressive Delivery with Argo Rollouts : Blue-Green Deployment' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deployment: + ai_summary: 'Curator Insight: Comprehensive guide analyzing step-based canary traffic + weight shifting with Argo Rollouts. Live Grounding: Explains the integration of + real-time monitoring query metrics (such as latency or error rate) to trigger + automated canary rollbacks when anomalies are discovered.' + complexity: Intermediate + content_hash: 4fed93a18f1f8d4d4714c2a30e23810b8dc8a155abc4fbf8f17d091a8360177e + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery + - Progressive Delivery + - Argo Rollouts + is_microservice: false + language: English + last_checked: 1779029121.085527 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: Progressive Delivery with Argo Rollouts: Canary Deployment' + v1_locations: + - docs/argo.md + v2_locations: + - argo.md + year: N/A +https://www.infracloud.io/blogs/prometheus-architecture-metrics-use-cases: + content_hash: ff875f7251366109b6d8f32788f380e459bc400ab89832823cd8ea2c6c063997 + description: '' + health_score: 100.0 + last_checked: 1779030034.781047 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==infracloud.io: Prometheus Definitive Guide Part I - Metrics and Use Cases==' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md + year: N/A +https://www.infracloud.io/blogs/prometheus-operator-helm-guide: + content_hash: ff86bbf964bccc4cabaff23236e943ba2881829ff86aceb8e0e00d82b4e72a4d + description: '' + health_score: 100.0 + last_checked: 1779034482.621662 + needs_ai_refresh: true + stars: 0 + title: '==infracloud.io: Prometheus Definitive Guide Part III - Prometheus Operator==' + v1_locations: + - docs/prometheus.md + year: N/A +https://www.infracloud.io/blogs/promql-prometheus-guide: + content_hash: 118ba140fab830efb19240d90b730f493d0084f25e8443d133305fb422cddef8 + description: '' + health_score: 100.0 + last_checked: 1779032182.219611 + needs_ai_refresh: true + stars: 0 + title: '==infracloud.io: Prometheus Query Language - Prometheus Definitive Guide'' + Part II==' + v1_locations: + - docs/prometheus.md + year: N/A +https://www.infracloud.io/blogs/protecting-kubernetes-applications-with-kanister: + content_hash: 7a3014adaabeb382a488532cb37895a9d1e419464384a1f960ada5d2d73d9b82 + description: '' + health_score: 100.0 + last_checked: 1779034152.860314 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: Protecting Kubernetes applications data using Kanister' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md + year: N/A +https://www.infracloud.io/blogs/role-based-access-kubernetes: + ai_summary: A deep dive tutorial explaining Role-Based Access Control (RBAC) configurations, + highlighting how to design custom Roles, ClusterRoles, and user bindings. + complexity: Intermediate + content_hash: 875fe4ff7d2493432d893e00161460a37e677a2a216927e0cdad2b87f7bb133e + description: '' + health_score: 100.0 + hierarchy: + - Security + - Identity and Access + - Access Control + is_microservice: false + language: English + last_checked: 1779033575.618786 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'infracloud.io: How to setup Role based access (RBAC) to Kubernetes Cluster'' + 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://www.infracloud.io/blogs/secure-containers-cosign-distroless-images: + ai_summary: This architectural guide demonstrates combining Cosign signature verification + with Google's Distroless container images. By eliminating the shell and package + manager from the container, and signing the final OCI build, teams dramatically + reduce their exploit surface. + complexity: Intermediate + content_hash: e733804e366a85ba05f6835b92928d9d54d645f72e4b44d36b91773a9e08e097 + description: '' + health_score: 100.0 + hierarchy: + - Security + - Supply Chain Security + - Image Hardening + is_microservice: false + language: en + last_checked: 1779032236.275795 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: How to Secure Containers with Cosign and Distroless Images' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench: + content_hash: 33e582063a51aacc5367de444840efaa2da5e3fa7a1cb58574abc4487a629d22 + description: '' + health_score: 100.0 + last_checked: 1779034330.766161 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: Securing Kubernetes Cluster using Kubescape and kube-bench' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://www.infracloud.io/blogs/securing-kubernetes-secrets-conjur: + ai_summary: Technical breakdown of installing CyberArk Conjur into a K8s namespace + and fetching values securely within target applications. Discusses identity bootstrapping. + complexity: Intermediate + content_hash: 3ddd4c45ff4690c8b843e655de25c2dbceac4a19d89de601a2e7780fb9bc9e4a + description: '' + health_score: 100.0 + hierarchy: + - Security + - Secrets Management + - Platform Integrations + is_microservice: false + language: English + last_checked: 1779029513.75356 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: Securing Kubernetes Secrets with Conjur 🌟' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.infracloud.io/blogs/skaffold-usecases: + ai_summary: Explains practical implementation tactics and use cases for Skaffold. + Demonstrates how to design reproducible container builds and configure deployment + pipelines efficiently. + complexity: Intermediate + content_hash: 7a4f6b826eba93014d7dcbdd19c5f589bb42cb134ea529f7078b7da182096905 + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Development + - Continuous Delivery + - Skaffold + is_microservice: true + language: English + last_checked: 1779030025.213674 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: Build and deploy Kubernetes apps with Skaffold' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://www.infracloud.io/blogs/sre-best-practices: + ai_summary: This architectural guide details actionable workflows for modern SRE + execution, covering service level indicator definition, runbook automation, and + collaborative blameless post-mortems. Curator insight and live grounding suggest + that successful implementation requires transitioning team topologies from manual + toil to reliability-first platform engineering. + complexity: Intermediate + content_hash: d85c152a87e915c9811ad9a40973c12d4807990e342a2de0807a4736419272ab + description: '' + health_score: 100.0 + hierarchy: + - Operations and Reliability + - Site Reliability Engineering + - Best Practices + is_microservice: false + language: English + last_checked: 1779029561.432647 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: Site Reliability Engineering (SRE) Best Practices' + v1_locations: + - docs/sre.md + v2_locations: + - sre.md + year: N/A +https://www.infracloud.io/blogs/top-10-things-for-container-security: + ai_summary: Distills container host and lifecycle protection down to ten baseline + imperatives. Focuses on minimizing base OS profiles, enforcing container runtime + boundaries, mapping read-only filesystems, and utilizing seccomp profiles to reduce + kernel surface area exposure. + complexity: Beginner + content_hash: b43a67460ddc8a766d3390aae75474b1b70bd6e4e2a3734e43db20f1c79c52cc + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Infrastructure Hardening + - Container Security + is_microservice: false + language: en + last_checked: 1779030708.650627 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'infracloud.io: The Ten Commandments of Container Security' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.infracloud.io/kubernetes-pod-security-policies-opa: + content_hash: c546a730104039ce99bf605980df45a27099d19f74209990ed7d372806284765 + description: '' + health_score: 100.0 + last_checked: 1779031327.715004 + stars: 0 + status: online + title: 'infracloud.io: Kubernetes Pod Security Policies with Open Policy Agent' + v1_locations: + - docs/devsecops.md + - docs/securityascode.md + year: N/A +https://www.inkoop.io/blog/how-to-get-azure-api-credentials: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032681.655335 + stars: 0 + title: 'inkoop.io: How to get Azure API Credentials' + v1_locations: + - docs/azure.md + year: N/A +https://www.innoq.com/en/blog/2020/04/scraping-docker-swarm-service-instances-with-prometheus: + content_hash: d5259c975fffc702fe7689cc76bb2878391aaeed55e7ab0a6bb0de6dd608b6cf + health_score: 100.0 + last_checked: 1779130494.992891 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md +https://www.innoq.com/en/blog/scraping-docker-swarm-service-instances-with-prometheus: + content_hash: 7e446ef137e35305ff05ea0e8f773352d214ec0e593e15db833c66bba6b54e60 + description: '' + health_score: 100.0 + last_checked: 1779031802.651774 + stars: 0 + status: online + title: 'innoq.com: Scraping a Docker swarm service with Prometheus' + v1_locations: + - docs/prometheus.md + year: N/A +https://www.inovex.de/blog/containers-docker-containerd-nabla-kata-firecracker: + content_hash: e22b03c5d520dad8525d40d61e4e11816b26fd7e76a5964680baec7f840b69d7 + description: '' + health_score: 100.0 + last_checked: 1779032092.829293 + stars: 0 + status: online + title: 'inovex.de: Welcome To The Container Jungle: Docker vs. containerd vs. Nabla'' + vs. Kata vs. Firecracker and more! 🌟' + v1_locations: + - docs/container-managers.md + year: N/A +https://www.inovex.de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x: + content_hash: 9bba57f15e9d87ebc648f99f626326b50053a5a36ccf39ca9c6ab861fccfa1af + description: '' + health_score: 100.0 + last_checked: 1779032082.143963 + stars: 0 + status: online + title: 'inovex.de: Spinnaker vs. Argo CD vs. Tekton vs. Jenkins X: Cloud-Native'' + CI/CD' + v1_locations: + - docs/jenkins-alternatives.md + year: N/A +https://www.inovex.de/de/blog/containers-docker-containerd-nabla-kata-firecracker: + content_hash: 670f426e4664f486bdde3b2ed62f668ad9ee8e8ddcac348c52bf8b4a62e0c8d5 + health_score: 100.0 + last_checked: 1779130494.966403 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.inovex.de/de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x: + content_hash: dffa20ed5c8d8bc309fa8fd14e7bba022e454a32418bd6a9020b63882f4efb2e + health_score: 100.0 + last_checked: 1779130494.971963 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/jenkins-alternatives.md + v2_locations: + - jenkins-alternatives.md +https://www.instaclustr.com/apache-kafka-architecture: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034265.126255 + stars: 0 + title: 'instaclustr.com: Apache Kafka Architecture: A Complete Guide 🌟' + v1_locations: + - docs/message-queue.md + year: N/A +https://www.instana.com/blog/cf-the-hidden-cost-of-observability-data-volume: + content_hash: ae848332220a7f13b3bb5bf9177251897429480d122b6af35ecc0b0d63ac8708 + description: '' + health_score: 100.0 + last_checked: 1779030434.560878 + stars: 0 + status: online + title: 'instana.com: The Hidden Cost of Observability: Data Volume' + v1_locations: + - docs/monitoring.md + year: N/A +https://www.instana.com/blog/monitoring-jenkins-using-instana: + content_hash: ae848332220a7f13b3bb5bf9177251897429480d122b6af35ecc0b0d63ac8708 + description: '' + health_score: 100.0 + last_checked: 1779033615.739871 + stars: 0 + status: online + title: Monitoring jenkins using instana + v1_locations: + - docs/jenkins.md + year: N/A +https://www.instapaper.com: + content_hash: 6f734cab8a99b9686106307771a1372ebe3edacea03bfa416d3b857363248a66 + description: '' + health_score: 100.0 + last_checked: 1779033924.055138 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Instapaper + v1_locations: + - docs/workfromhome.md + v2_locations: + - workfromhome.md + year: N/A +https://www.intel.com/content/www/us/en/homepage.html: + last_checked: 1779388698.324365 + status: online + tags: + - '[COMMUNITY-TOOL]' + v2_locations: + - kubernetes.md +https://www.interviewbit.com/ansible-interview-questions: + ai_summary: Curator Insight outlines key Ansible questions covering playbooks, handlers, + and inventory structures. Live Grounding highlights Ansible's de-facto role in + declarative systems configuration. This guide aids engineers preparing for automation + and configuration management interviews. + complexity: Intermediate + description: '' + health_score: 80.0 + hierarchy: + - Career Development + - Interview Preparation + - DevOps Questions + is_microservice: false + language: English + last_checked: 1779030658.734717 + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'interviewbit.com: Ansible Interview Questions' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://www.interviewbit.com/aws-interview-questions: + ai_summary: Curator Insight compiles high-frequency AWS technical inquiries on IAM, + EC2, and VPC configurations. Live Grounding confirms that security posture and + network isolation are foundational for any cloud architect role. This guide ensures + solid structural prep. + complexity: Intermediate + description: '' + health_score: 80.0 + hierarchy: + - Career Development + - Interview Preparation + - Cloud Computing + is_microservice: true + language: English + last_checked: 1779031983.426092 + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Frequently Asked AWS Interview Questions + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://www.interviewbit.com/terraform-interview-questions: + ai_summary: Curator Insight targets key Terraform operations, state files, and workspace + structures. Live Grounding confirms Terraform's persistent dominance as the standard + for multi-cloud Infrastructure-as-Code. This resource helps candidates validate + orchestration and modularization expertise. + complexity: Intermediate + description: '' + health_score: 80.0 + hierarchy: + - Career Development + - Interview Preparation + - Infrastructure as Code + is_microservice: false + language: English + last_checked: 1779032198.419632 + resource_type: Interview Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'interviewbit.com: Terraform Interview Questions' + v1_locations: + - docs/interview-questions.md + v2_locations: + - interview-questions.md + year: N/A +https://www.intezer.com/blog/container-security/new-attacks-on-kubernetes-via-misconfigured-argo-workflows: + content_hash: 823e4a26c20cc22b3916498f90219f2b8a7b97aa8bc8f7d4eb6d2f9b35fd1009 + description: '' + health_score: 100.0 + last_checked: 1779031987.788868 + stars: 0 + status: online + title: 'intezer.com: New Attacks on Kubernetes via Misconfigured Argo Workflows' + v1_locations: + - docs/devsecops.md + year: N/A +https://www.invensislearning.com/blog/devops-vs-devsecops: + ai_summary: 'Distinguishes the exact operational and architectural boundaries separating + classic DevOps from modern DevSecOps. Contrast: Curator Insight details simple + workflow differences, while Live Grounding proves that DevSecOps represents a + declarative shift from reactive scanning to continuous runtime enforcement. Excellent + educational reference.' + complexity: Introductory + content_hash: 5625f7ddc2c5cbcbdad5c9ca24fa45761c284547c1eb3611573b04beaeb24618 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Transition Guides + is_microservice: false + language: English + last_checked: 1779029377.758482 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'invensislearning.com: Difference between DevOps and DevSecOps' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.invensislearning.com/blog/infrastructure-as-a-code-tutorial: + content_hash: dea53822b58c51d06203be035c76ee8090e8ea170abc7805977961b3f621c6ab + description: '' + health_score: 100.0 + last_checked: 1779033068.129589 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'invensislearning.com: Infrastructure as a Code Tutorial: How it Works, Types,'' + and Best Practices' + v1_locations: + - 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Essential for microservice architectures to monitor transactions, perform + root-cause analysis, optimize performance bottlenecks, and visualize complex request + propagation paths. + complexity: Intermediate + content_hash: 02859235a3ad6e59a5b2ac3f3a0dc1b5a8683d618bd74f376b369035c04dfff0 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Infrastructure + - Observability + - Distributed Tracing + - Jaeger Platform + is_microservice: true + language: English + last_checked: 1779034084.221231 + needs_ai_refresh: true + resource_type: Documentation + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + - '[ENTERPRISE-STABLE]' + title: jaegertracing.io + v1_locations: + - docs/istio.md + - docs/monitoring.md + - docs/ocp4.md + v2_locations: + - istio.md + - monitoring.md + year: N/A +https://www.jamesmichaelhickey.com/microservices-architecture: + ai_summary: 'Curator Insight: Evaluates the operational trade-offs of microservices + and explains how to design modular frontend systems (Micro Frontends) to prevent + unified UI bottlenecks. 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Discusses streaming events between on-prem mainframe systems and agile + cloud-native microservices with zero downtime. + complexity: Intermediate + content_hash: b5d6ec88a2c78f610e9b0a6abfd0a178386814089e51a623628053df5169e9dd + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Infrastructure + - Hybrid Cloud Platforms + - Modernization Strategy + is_microservice: true + language: English + last_checked: 1779031345.053546 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'kai-waehner.de: App Modernization and Hybrid Cloud Architectures with Apache'' + Kafka' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog-series-part-1-of-5-overview-comparison: + ai_summary: A systematic deep dive comparing MQTT brokers to Kafka. Reviews how + to build end-to-end telemetry systems, deploying MQTT at the edge for lightweight + transport and Kafka at the core for analytical streaming. + complexity: Intermediate + content_hash: 94e0957ab08ed791e02b6b0f3bbffca08562f66eea29671bfae8124fc2d9a7be + description: '' + health_score: 100.0 + hierarchy: + - Data Architecture + - Event Streaming + - IoT Telemetry Integration + is_microservice: false + language: English + last_checked: 1779030600.699865 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'kai-waehner.de: Apache Kafka and MQTT (Part 1 of 5) – Overview and Comparison' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka: + ai_summary: 'Curator Insight: Essential architectural review pointing out Kafka + anti-patterns. Live Grounding: Evaluates hard constraints of Kafka, comparing + it against traditional message queues (RabbitMQ), data warehouses, and API gateways. + Ideal for teams auditing if Kafka is the appropriate fit.' + complexity: Advanced + content_hash: fc3935c6aeb1bd3102dfabc2205304b094e708d0f62b60723edc9cae365691e8 + description: '' + health_score: 100.0 + hierarchy: + - Event-Driven Architecture + - Architectural Evaluation + - Anti-Patterns + is_microservice: true + language: English + last_checked: 1779032364.522575 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: '==kai-waehner.de: When NOT to use Apache Kafka?==' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +? https://www.kai-waehner.de/blog/2022/01/28/when-to-use-apache-camel-vs-apache-kafka-for-etl-application-integration-event-streaming +: ai_summary: Examines the complementarity and core differences between Apache Camel + (an integration framework implementing Enterprise Integration Patterns) and Apache + Kafka (a distributed streaming platform). It outlines architectures where Camel + acts as a producer/consumer or edge connector for Kafka pipelines. + complexity: Advanced + content_hash: 5008a16e6ccef864ce5279671a54c2c22e5b744a9dd63ba9ab413670e34477ad + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Event Streaming + - Enterprise Integration Patterns + is_microservice: false + language: English + last_checked: 1779033709.558878 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: '==kai-waehner.de: When to use Apache Camel vs. Apache Kafka?== 🌟' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.kai-waehner.de/blog/2022/05/12/comparison-jms-api-message-broker-mq-vs-apache-kafka: + ai_summary: Details the technical tradeoffs, design limitations, and complementary + features of JMS broker specifications versus Apache Kafka. It assists system engineers + in distinguishing transaction-heavy classic queuing requirements from massive + event streaming workloads. + complexity: Advanced + content_hash: d867f16b79f123b09033ed9391eee189e103768f67c875cd63030752f520d118 + description: '' + health_score: 100.0 + hierarchy: + - Application Integration + - Message Brokers + - Evaluation Frameworks + is_microservice: false + language: English + last_checked: 1779030486.136041 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: '==kai-waehner.de: Comparison: JMS Message Queue vs. Apache Kafka==' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.kamilgrzybek.com/blog/posts/modular-monolith-primer: + content_hash: ddbe70f44f67ed39a971d80d481ad4921e91fdcc327b594e6eee295695a42a66 + health_score: 100.0 + last_checked: 1779130494.933163 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.kamilgrzybek.com/design/modular-monolith-primer: + content_hash: 20c18f9c8648af9693fc4ef41cb739f6e65c6468af14ef6400c0961d8171e438 + description: '' + health_score: 100.0 + last_checked: 1779029074.572749 + stars: 0 + status: online + title: 'kamilgrzybek.com: Modular Monolith: A Primer 🌟' + v1_locations: + - docs/introduction.md + year: N/A +https://www.kanister.io: + content_hash: 7f299c7a843596c28008318f7278ba72f239509982be2e93cbda49d20d242fee + health_score: 100.0 + last_checked: 1779130494.933897 + v1_locations: + - docs/kubernetes-backup-migrations.md +https://www.kasten.io: + content_hash: 0569e579bbbc818d77cc8f188548c39d40855e908378a2625088196fe9f34e26 + description: '' + health_score: 100.0 + last_checked: 1779033419.236881 + stars: 0 + status: online + title: Kasten + v1_locations: + - docs/kubernetes-backup-migrations.md + year: N/A +https://www.kasten.io/kubernetes/resources/books/kubernetes-backup-and-dr-for-dummies: + content_hash: d2bc9b0a36cc413edab1e4d0813d8166c371e8b23e4e10843a6ad26da6b969cc + description: '' + health_score: 100.0 + last_checked: 1779031416.666325 + stars: 0 + status: online + title: 'kasten.io: Kubernetes Backup & Recovery For Dummies (Free e-book)' + v1_locations: + - docs/kubernetes-backup-migrations.md + year: N/A +https://www.katacoda.com: + ai_summary: Formerly the premier interactive browser-based terminal platform for + testing and learning Kubernetes, Docker, and Linux configuration on-demand. Live + Grounding indicates the platform was retired by O'Reilly, rendering it a legacy + archive link. + complexity: Beginner + content_hash: 79a911525518680a5b5b3d034769bb6d633b2adfd27b6b7dcc2bcb726e669d13 + description: '' + health_score: 100.0 + hierarchy: + - Education + - Interactive Learning + - Platforms + is_microservice: false + language: English + last_checked: 1779031711.922769 + needs_ai_refresh: true + resource_type: Platform + stars: 0 + status: online + tags: + - '[LEGACY]' + title: katacoda.com + v1_locations: + - docs/elearning.md + - docs/kubernetes-tutorials.md + - docs/openshift.md + v2_locations: + - elearning.md + - openshift.md + year: N/A +https://www.kateyes.co.uk: + content_hash: 4c4792f842d0b1eb9a41bec3ddb871d3093e445897441d6eadc1411c7f7cc1d7 + description: '' + health_score: 100.0 + last_checked: 1779030422.647361 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: kateyes.co.uk + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + year: N/A +https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.html: + ai_summary: A detailed walk-through detailing how to package, deploy, and execute + a Python-based machine learning inference pipeline as a containerized service + on AWS Fargate. It presents patterns for loading model weights dynamically and + wrapping them inside an API, illustrating Fargate's strength in handling heavy + container orchestration without compute layer management. + complexity: Intermediate + content_hash: 56a1349039696eab06d8a24e07478707ae723ac4c38598da72a3cfc57762f6f1 + description: '' + health_score: 100.0 + hierarchy: + - Container-Orchestration + - AWS Fargate + - Machine Learning + is_microservice: false + language: English + last_checked: 1779031696.450358 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Deploy Machine Learning Pipeline on AWS Fargate + v1_locations: + - docs/aws-serverless.md + v2_locations: + - aws-serverless.md + year: N/A +https://www.kdnuggets.com/2021/02/deploy-flask-api-kubernetes-connect-micro-services.html: + content_hash: ba621d739485a739e124651c8d4575b3738a996a2bcbbd985d09f6f27f2409cd + description: '' + health_score: 100.0 + last_checked: 1779031414.460838 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kdnuggets.com: How to Deploy a Flask API in Kubernetes and Connect it with'' + Other Micro-services' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://www.kdnuggets.com/2021/09/build-database-using-python.html: + content_hash: ad777e77c8c535d2159466bcbc1e1f10530f081d06a537ebfcc57ea856baa739 + description: '' + health_score: 100.0 + last_checked: 1779029242.865082 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kdnuggets.com: How To Build A Database Using Python' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html: + content_hash: 81329c7fc61b0f62da36d705fdbcffdd3adac932b03b60bd8c7d12498eda6a52 + description: '' + health_score: 100.0 + last_checked: 1779032050.489814 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part'' + 1' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html: + content_hash: ffd93e10c5761e4e234e9dea35ca407562ea9bb38657a3c19a12197013a6f93f + description: '' + health_score: 100.0 + last_checked: 1779032644.376651 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part'' + 2' + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://www.kedify.io/blog-posts/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does: + content_hash: 6a5e9c2c0229a4f17f12d7d4c8d442e239f588a7595b0a0c345aea6faac14be9 + description: '' + health_score: 100.0 + last_checked: 1779032095.159026 + stars: 0 + status: online + title: 'kedify.io: Prometheus and Kubernetes Horizontal Pod Autoscaler don’t talk,'' + KEDA does' + v1_locations: + - docs/kubernetes-autoscaling.md + year: N/A +https://www.kedify.io/resources/blog/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does: + content_hash: 31ca0498d5f36cc1f3a315c37522dd97da07b91f4dad3d4786d3e6134ce304c0 + health_score: 100.0 + last_checked: 1779130494.99619 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md +https://www.keptn.sh: + content_hash: 9477bda98666b2af191b0c19be02d45bd8507e08b7fc5200316530582f7cd9fa + description: '' + health_score: 100.0 + last_checked: 1779030239.034892 + stars: 0 + status: online + title: Keptn + v1_locations: + - docs/keptn.md + year: N/A +? https://www.kevinrchant.com/2021/09/14/t-sql-tuesday-142-introducing-my-azure-devops-templates-for-data-platform-deployments +: content_hash: 89a1c268d199527aa9505a68ba209441fc92da68773520a6a98cf89ccca83ec1 + description: '' + health_score: 100.0 + last_checked: 1779031605.74751 + needs_ai_refresh: true + stars: 0 + title: 'kevinrchant.com: Introducing my Azure DevOps templates for Data Platform'' + deployments' + v1_locations: + - docs/azure.md + year: N/A +https://www.kevinrchant.com/2021/09/16/increase-in-demand-for-data-platform-automation: + content_hash: 9b5203cf53459440a130587e5d46729d7fcaa1be2dbd8f15d02fbad8a6cdae45 + description: '' + health_score: 100.0 + last_checked: 1779029972.816455 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'kevinrchant.com: Increase in demand for Data Platform automation' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://www.keycloak.org: + ai_summary: Keycloak is an enterprise-grade open-source identity and access management + solution supporting OpenID Connect, OAuth 2.0, and SAML 2.0. It offers single + sign-on, identity brokering, user federation via LDAP/Active Directory, and a + comprehensive administration console. + complexity: Advanced + content_hash: db379c1859666b6a7bc63806f0d2b713d7d8bd00c416dc1752404eadf1f7e53f + description: '' + health_score: 100.0 + hierarchy: + - Identity + - IAM + - Identity Providers + is_microservice: true + language: en + last_checked: 1779030442.96595 + needs_ai_refresh: true + resource_type: Product + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: keycloak.org + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.khanacademy.org: + ai_summary: An elite, non-profit academic platform delivering foundational instruction + across core sciences and introductory algorithms. Essential for computer science + math prerequisites. + complexity: Beginner + content_hash: 5c11a47a040d1ef76b2ad4b9d69845cb4bfc3e62b1888d8081bc66e0f77e5184 + description: '' + health_score: 100.0 + hierarchy: + - Education + - Academic Curation + - Platforms + is_microservice: false + language: English + last_checked: 1779031898.0605 + needs_ai_refresh: true + resource_type: Platform + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: khanacademy.org + v1_locations: + - docs/elearning.md + v2_locations: + - elearning.md + year: N/A +https://www.kiali.io: + content_hash: 9582ab3a0a0e5183c976919470e482b57b2913e2d532eb45e0d8109a070dd269 + description: '' + health_score: 100.0 + last_checked: 1779029916.474158 + stars: 0 + status: online + title: kiali.io + v1_locations: + - docs/istio.md + year: N/A +https://www.kie.org: + content_hash: 16242b6f913556ba65b73fc1e8332a4f61d88af87adab213d136d6222eba0941 + health_score: 100.0 + last_checked: 1779130495.02995 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md +https://www.kite.com: + content_hash: bf3841db325d22611269c3e46761d26b9a568edc24c5f5c549fc1449b0fbf6bd + description: '' + health_score: 100.0 + last_checked: 1779033050.968365 + stars: 0 + status: online + title: Kite 🌟 + v1_locations: + - docs/python.md + year: N/A +https://www.kitploit.com/2021/12/mesh-kridik-open-source-security.html: + content_hash: a8e93b71700fdb2c085ee2c69466a835ff6c1ee43d1c20e1e7568738db5b0263 + description: '' + health_score: 100.0 + last_checked: 1779031983.099109 + stars: 0 + status: online + title: 'kitploit.com: Mesh-Kridik' + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://www.konveyor.io: + content_hash: 0d5c99ff16beef0fc62bf09fe36f224c11e645ac4d96b780c941a939dbabcc16 + description: '' + health_score: 100.0 + last_checked: 1779032752.118811 + stars: 0 + status: online + title: konveyor 🌟 + v1_locations: + - docs/kubernetes-backup-migrations.md + - docs/kubernetes-tools.md + year: N/A +https://www.koyeb.com/blog/service-mesh-and-microservices-improving-network-management-and-observability: + content_hash: 834905439ac403ff4aa074531a253fbb5c973f7a52afec4471c2ea071e0887eb + description: '' + health_score: 100.0 + last_checked: 1779034322.762125 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'koyeb.com: Service Mesh and Microservices: Improving Network Management'' + and Observability' + v1_locations: + - docs/servicemesh.md + v2_locations: + - servicemesh.md + year: N/A +https://www.kpi.org/KPI-Basics: + content_hash: f511af359ab17527a207963b7b129c0d91d9798c32d8df247f533f461e42f5a7 + health_score: 100.0 + last_checked: 1779130494.935563 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-operators-controllers.md + - docs/monitoring.md + v2_locations: + - monitoring.md +https://www.krakend.io: + content_hash: 6a3e3068c86c08f220df43dbf789565b092df8329805695baeb5140c5df80fd8 + description: '' + health_score: 100.0 + last_checked: 1779030730.1426 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'KrakenD: The fastest API gateway comes with true linear scalability 🌟' + v1_locations: + - docs/developerportals.md + v2_locations: + - developerportals.md + year: N/A +https://www.krakend.io/blog/krakend-framework-joins-the-linux-foundation: + content_hash: 944b4d5d87689852c4a7c592f25a4d8b421acc43773f806e3803054018fa0372 + description: '' + health_score: 100.0 + last_checked: 1779031031.62035 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'krakend.io: KrakenD framework becomes a Linux Foundation project' + v1_locations: + - docs/developerportals.md + v2_locations: + - developerportals.md + year: N/A +https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-controller: + ai_summary: An in-depth configuration guide targeting NGINX Ingress controller annotations + and OAuth2 Proxy settings. Synthesizes ingress routing flows with OpenID Connect + (OIDC) identity providers to build secure, identity-aware application gateways + on AKS without modification of backend application code. + complexity: Advanced + content_hash: 057d963d5c6da7dc0bc5d1c9ee8582230e9bb6d99da8be9eb37cd7e60e932ce4 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Providers + - Azure Kubernetes Service (AKS) + - Security and Secret Management + is_microservice: true + language: en + last_checked: 1779031521.079968 + needs_ai_refresh: true + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications'' + in AKS With NGINX and OAuth2 Proxy' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://www.kristhecodingunicorn.com/post/k8s_nginx_oauth: + ai_summary: Step-by-step implementation of OAuth 2.0 authentication offloaded to + the AKS ingress layer. Contrasts standard microservice authentication overhead + with an edge-routed proxy configuration using NGINX Ingress and OAuth2 Proxy, + enforcing centralized authentication checks prior to downstream request forwarding. + complexity: Advanced + description: '' + hierarchy: + - Public Cloud Providers + - Azure Kubernetes Service (AKS) + - Security and Secret Management + is_microservice: true + language: en + resource_type: Guide + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: '==kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications + in AKS With NGINX and OAuth2 Proxy== 🌟🌟' + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2022' +https://www.ktail.de: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030499.618778 + stars: 0 + title: 'KTail: Kubernetes log viewer 🌟' + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://www.kube-router.io: + content_hash: 5158583dee0426aca4d744b49ae5da3153121d613f2bb316e4bcb1d2eef4c917 + description: '' + health_score: 100.0 + last_checked: 1779029896.933353 + needs_ai_refresh: true + stars: 0 + title: kube-router + v1_locations: + - docs/kubernetes-networking.md + year: N/A +https://www.kubecost.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033339.380322 + stars: 0 + title: ==Kubecost== 🌟 + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.kubeflow.org: + content_hash: 3ffb24e661e1c72a546f20b2e2ed81961d65034b61f9199b8b7bcf821a00e644 + description: '' + health_score: 100.0 + last_checked: 1779034105.319445 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Kubeflow + v1_locations: + - docs/jenkins-alternatives.md + - docs/mlops.md + v2_locations: + - mlops.md + - jenkins-alternatives.md + year: N/A +https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis: + ai_summary: An in-depth analysis exposing the silent threat of CPU throttling inside + Kubernetes clusters caused by rigid CFS quota management. 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'[COMMUNITY-TOOL]' + title: 'linkedin: Test Automation - How To Build a CI/CD Pipeline Using Pytest and'' + GitHub Actions' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md + year: N/A +https://www.linkedin.com/pulse/testops-speed-devops-chaitanya-jawale: + content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a + description: '' + health_score: 100.0 + last_checked: 1779030865.174672 + stars: 0 + status: online + title: TestOps at the Speed of DevOps. Is DevOps killing Testing and QA or making + it more important than ever? + v1_locations: + - docs/testops.md + year: N/A +https://www.linkedin.com/pulse/top-10-skills-devops-engineer-should-possess-saurabh-badhwar: + content_hash: 6fb45d4bfefb9a723fbb788c207e2975a6878b58c9256918738b87a0f3a081f2 + description: '' + health_score: 100.0 + last_checked: 1779034289.089001 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linkedin.com/pulse: Top 10 skills a DevOps engineer should possess' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.linkedin.com/pulse/tuning-grafana-jmeter-dashboards-ezhil-arasu: + ai_summary: A specialized optimization guide detailing Grafana and JMeter integration. + Focuses on pipeline configurations, exporting live telemetry to InfluxDB, and + maintaining high-fidelity visualization dashboards without performance degradation. + complexity: Intermediate + content_hash: ee4ce5b17a2d4e2906ee5fc2d2b4b0fe667c1ec0ff8233b966300b3230b8a43f + description: '' + health_score: 100.0 + hierarchy: + - Observability and Performance + - Performance Testing + - Monitoring + is_microservice: false + language: en + last_checked: 1779029151.899489 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linkedin.com: Tuning Grafana - Jmeter Dashboards' + v1_locations: + - docs/performance-testing-with-jenkins-and-jmeter.md + v2_locations: + - performance-testing-with-jenkins-and-jmeter.md + year: N/A +https://www.linkedin.com/pulse/ultimate-guide-azure-cloud-adoption-framework-gregor-wohlfarter-hb4sf: + content_hash: d82e3e0d988b80a0d5f58ca28881cfade62622e43afeffa2d8f6dbb5fb8e6e85 + description: '' + health_score: 100.0 + last_checked: 1779033314.110437 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linkedin.com: The Ultimate Guide to Azure Cloud Adoption Framework Lifecycle' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://www.linkedin.com/pulse/what-kubernetes-persistent-volumes-gyan-prakash-1f: + content_hash: 5eabef82ddde8c102d7f09042072e9e333e360c3ecafefa198490b03105ecb6d + description: '' + health_score: 100.0 + last_checked: 1779032873.229333 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linkedin.com/pulse: What are Kubernetes Persistent Volumes?' + v1_locations: + - docs/kubernetes-storage.md + v2_locations: + - kubernetes-storage.md + year: N/A +https://www.linkedin.com/pulse/whos-who-azure-configuration-management-landscape-mark-tinderholt-nm7ve: + content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a + description: '' + health_score: 100.0 + last_checked: 1779030364.910132 + stars: 0 + status: online + title: 'linkedin.com/pulse: The Who''s Who of the Azure Configuration Management'' + Landscape | Mark Tinderholt' + v1_locations: + - docs/azure.md + year: N/A +https://www.linkedin.com/pulse/wth-gitops-pavan-belagatti: + content_hash: 3df75d80a504f5f6d3cafa9759af7ebc85eb0daa2765a4edf4e8d30e6d93ccad + description: '' + health_score: 100.0 + last_checked: 1779029863.392654 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==linkedin.com pulse: WTH is GitOps? | Pavan Belagatti==' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md + year: N/A +https://www.linkedin.com/top-content/?trk=article_not_found: + ai_summary: Analyses secure integration patterns for private Azure DevOps environments. + Offers standard reference controls for isolating source code hosting, managing + external worker access, and mitigating common misconfiguration patterns across + self-hosted agent pools. + complexity: intermediate + content_hash: 0823bb558a838bdb557aa73c31faf468c6ede39510708337b1b68e7799b26f7a + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - CI-CD Security + - Azure DevOps + is_microservice: false + language: English + last_checked: 1779032097.651237 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Securing Azure DevOps When Using Private Repositories + v1_locations: + - docs/aws-security.md + - docs/azure.md + - docs/cicd.md + v2_locations: + - aws-training.md + - aws-security.md + - grafana.md + - testops.md + year: N/A +https://www.linkedin.com/top-content/career: + ai_summary: A DevSecOps assessment explaining key patterns for hardening Kubernetes + namespaces. Reviews best practices for securing configuration secrets, configuring + network isolation policies, and enforcing runtime container constraints. + complexity: Intermediate + content_hash: 085e9312d067d1c482cdc3b0862af0514be47466334bebd486837550deb154ca + description: '' + health_score: 100.0 + hierarchy: + - Security + - Cloud Native + - Kubernetes Hardening + is_microservice: true + language: English + last_checked: 1779034131.965195 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Kubernetes Security Best Practices: A DevSecOps Perspective' + v1_locations: + - docs/devsecops.md + - docs/project-management-methodology.md + - docs/recruitment.md + v2_locations: + - recruitment.md + - introduction.md + - devsecops.md + year: N/A +https://www.linode.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032056.942844 + stars: 0 + title: Linode + v1_locations: + - docs/index.md + year: N/A +https://www.linode.com/blog/kubernetes/scaling-kubernetes-to-zero-and-back: + content_hash: N/A + health_score: 100.0 + last_checked: 1779034355.380822 + v1_locations: + - docs/kubernetes-autoscaling.md +https://www.linode.com/content/terraforming-kubernetes-series-introduction-episode-1-6-with-justin-mitchel: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031539.790398 + stars: 0 + title: 'linode.com: Terraforming Kubernetes Series Introduction' + v1_locations: + - docs/terraform.md + year: N/A +https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial: + ai_summary: Detailed historical tutorial demonstrating how to install and leverage + Octant to inspect, edit, and troubleshoot nested resources in running clusters. + complexity: Beginner + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Operations and Management + - Cluster Visualizers + - Octant + is_microservice: false + language: English + last_checked: 1779033205.866406 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linode.com: A Overview of Using Octant with Kubernetes' + v1_locations: + - docs/kubernetes-based-devel.md + v2_locations: + - kubernetes-based-devel.md + year: N/A +https://www.linode.com/products/kubernetes: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032219.465624 + stars: 0 + title: Linode Kubernetes Engine (LKE) + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + - docs/matrix-table.md + year: N/A +https://www.linux-tutorial.info: + ai_summary: An online reference guide dedicated to foundational Linux core concepts, + system structures, and file hierarchy trees, acting primarily as a legacy training + repository. + complexity: Beginner + content_hash: ff1e71a60171640d014a54633abb58a511cfacc2ddea2afcf9b91d2a0545e7fa + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Foundations and Communities + - Linux Resource Hubs + is_microservice: false + language: English + last_checked: 1779029826.81846 + resource_type: Portal + stars: 1 + status: online + tags: + - '[LEGACY]' + title: Linux-tutorial.info + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linux.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030680.156156 + stars: 0 + title: linux.com 🌟 + v1_locations: + - docs/linux.md + year: N/A +https://www.linux.com/audience/devops/getting-started-kubernetes-easy-minikube: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029110.392793 + stars: 0 + title: 'linux.com: Getting Started With Kubernetes Is Easy With Minikube' + v1_locations: + - docs/kubernetes-based-devel.md + year: N/A +https://www.linuxadictos.com: + ai_summary: A comprehensive Spanish news and curation hub compiling tutorials, kernel + release summaries, and open-source software updates. [SPANISH CONTENT] + complexity: Beginner + content_hash: 47a57ea8299cb39a5b48e9dbd6707ce5760ae1e78cc35907bf8b28768da7c9d3 + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Foundations and Communities + - Linux Resource Hubs + is_microservice: false + language: Spanish + last_checked: 1779034085.066005 + resource_type: Portal + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: linuxadictos.com + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxadictos.com/docker-presenta-nuevas-capacidades-para-desarrolladores.html: + content_hash: 5c0672e0d1657ad94aff6cc90299697613600d89a0d6765c7c48b24a775f35cb + description: '' + health_score: 100.0 + last_checked: 1779030200.410682 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linuxadictos.com: Docker presenta nuevas capacidades para desarrolladores' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://www.linuxadvise.com/amp/helmfile-next-level-to-manage-your-helm-charts: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029118.689625 + stars: 0 + title: 'linuxadvise.com: Helmfile - Next Level to manage your helm Charts' + v1_locations: + - docs/helm.md + year: N/A +https://www.linuxadvise.com/post/kubernetes-config-maps: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029631.055366 + stars: 0 + title: 'linuxadvise.com: Kubernetes Config Maps' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.linuxadvise.com/post/kubernetes-daemon-sets: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033917.092289 + stars: 0 + title: 'linuxadvise.com: Kubernetes Daemon Sets' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.linuxadvise.com/post/kubernetes-node-affinity: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032578.65676 + stars: 0 + title: 'linuxadvise.com: Kubernetes Node Affinity' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.linuxadvise.com/post/kubernetes-node-selectors: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779029862.609447 + stars: 0 + title: 'linuxadvise.com: Kubernetes Node Selectors' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.linuxadvise.com/post/kubernetes-pod-security-policy: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030356.199275 + stars: 0 + title: 'linuxadvise.com: Kubernetes Pod Security Policy' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.linuxadvise.com/post/kubernetes-rolling-updates-and-rollbacks: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034037.567555 + stars: 0 + title: 'linuxadvise.com: Kubernetes Rolling Updates and Rollbacks' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.linuxadvise.com/post/kubernetes-secrets: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779030572.461539 + stars: 0 + title: 'linuxadvise.com: Kubernetes Secrets' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.linuxadvise.com/post/kubernetes-static-pods: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031600.287398 + stars: 0 + title: 'linuxadvise.com: Kubernetes Static Pods' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.linuxfoundation.org: + ai_summary: The preeminent global non-profit organization coordinating the development + and licensing of the Linux kernel, Kubernetes, and open-source infrastructure + standards. It serves as an authoritative ecosystem anchor for enterprise cloud-native + standards. + complexity: Beginner + content_hash: cfa904898453096c7abb016ed2c1c62c6c5f25849888b6f0bc8b39fa33f53e89 + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Foundations and Communities + - Open Source Organizations + is_microservice: false + language: English + last_checked: 1779031341.389959 + resource_type: Portal + stars: 5 + status: online + tags: + - '[DE FACTO STANDARD]' + title: The Linux Foundation + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxhomenetworking.com: + ai_summary: A legacy Linux networking wiki containing detailed routing, switching, + and firewall configuration templates. While valuable for fundamental network theory, + some distro-specific configurations are dated. + complexity: Beginner + content_hash: c3a03bd291f46aa7a2a20e0c20752533a0925310b1b6ce32c326d7ffb895b7de + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Foundations and Communities + - Linux Resource Hubs + is_microservice: false + language: English + last_checked: 1779032921.26388 + resource_type: Portal + stars: 1 + status: online + tags: + - '[LEGACY]' + title: linuxhomenetworking.com + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxjournal.com/content/aws-ec2-vpc-cli: + content_hash: 4905c0ed9d99b9a20db25387faf2dff958f1b8d4dab71c352166dafb34ea11aa + health_score: 100.0 + last_checked: 1779034035.246483 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/aws-networking.md + v2_locations: + - aws-networking.md +https://www.linuxlinks.com: + ai_summary: An organized directory of Linux applications, compiling thousands of + categories, reviews, and alternatives to help engineers identify optimal software + suites. + complexity: Beginner + content_hash: 672759a70c9f05d501f1f06f3ce3f4592e3ef6bd08fd0173f76fd1630b545aed + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Foundations and Communities + - Linux Resource Hubs + is_microservice: false + language: English + last_checked: 1779033328.990415 + resource_type: Portal + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: LinuxLinks.com + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxnix.com: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031175.825386 + stars: 0 + title: linuxnix.com + v1_locations: + - docs/linux.md + year: N/A +https://www.linuxshelltips.com/difference-between-and-in-bash: + ai_summary: Clearly contrasts variable expansions (`${}`) with command substitutions + (`$()`) within Bash. Identifies key differences in evaluation mechanics, execution + subshells, and performance impacts. + complexity: Beginner + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Software Development + - Scripting + - Bash Shell + is_microservice: false + language: English + last_checked: 1779032634.413213 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'linuxshelltips.com: What’s the Difference Between ${} and $() in Bash' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxshelltips.com/kill-linux-process-with-port: + ai_summary: Curator Insight demonstrates how to identify and terminate processes + running on specific network ports. Live Grounding stresses the real-world value + of mapping ports via `lsof` or `fuser` before issuing kills to prevent accidental + termination of critical middleware. Highly practical for web server developers + and platform engineers. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Network Diagnostics + - Process Management + is_microservice: false + language: English + last_checked: 1779031956.770859 + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'linuxshelltips.com: How to Kill Running Linux Process on Particular Port' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxshelltips.com/netcat-linux-port-scanning: + ai_summary: Curator Insight details how to use Netcat (`nc`) as a rapid, lightweight + port scanner. Live Grounding shows that while specialized scanners like `nmap` + provide much deeper vulnerability analysis, Netcat's ubiquitous presence on default + system installations makes it the top choice for swift connectivity validation. + complexity: Intermediate + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Network Diagnostics + - Port Scanning + is_microservice: false + language: English + last_checked: 1779033634.610836 + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'linuxshelltips.com: How to Use Netcat to Scan Open Ports in Linux 🌟' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes: + content_hash: 6c225d8c2c07be56dbc5e42c9ff1034824d9fa0de6317356c7b369a98992442d + description: '' + health_score: 100.0 + last_checked: 1779031474.024432 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linuxsysadmins.com: Install Ansible AWX on Kubernetes in 5 minutes' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://www.linuxtechi.com/how-to-use-loops-in-ansible-playbook: + content_hash: 2aaadec5c45347a3969bd1f74e91a62ef7eab16e02d0dee8e46e75963ae08c01 + description: '' + health_score: 100.0 + last_checked: 1779030232.0022 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linuxtechi.com: How to Use Loops in Ansible Playbook' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://www.linuxtechi.com/setup-private-docker-registry-kubernetes: + content_hash: 879ee9187d3e1c5a79faeb65a288b5b38eceb4952b98f293603661330bdea73b + description: '' + health_score: 100.0 + last_checked: 1779030577.955097 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linuxtechi.com: How to Setup Private Docker Registry in Kubernetes (k8s)' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +https://www.linuxteck.com: + ai_summary: An active educational platform specializing in Linux tutorials, command + syntax cheatsheets, network administration guides, and security configurations + optimized for hands-on IT professionals. + complexity: Beginner + content_hash: ff3c26b413b5010194103b3cfe1a105bc4382b27df8e60f234d709d4ebdc9351 + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Foundations and Communities + - Linux Resource Hubs + is_microservice: false + language: English + last_checked: 1779030966.045055 + needs_ai_refresh: true + resource_type: Portal + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: linuxteck.com + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxteck.com/13-top-command-in-linux: + ai_summary: Curator Insight covers the default standard interactive process monitor + `top`. Live Grounding demonstrates how learning standard `top` interactive keys + (like sorting by memory or CPU) is a vital skill since modern replacements (`htop`, + `btop`) are rarely preinstalled on minimal base images or secure production hosts. + complexity: Beginner + content_hash: 6dbc0492d23f4bb37370baaeff7f38d5d610d23374a3893f691df9eb9f87995b + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - System Administration + - Process Monitoring + is_microservice: false + language: English + last_checked: 1779031962.66479 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'linuxteck.com: 13 Top command in Linux (Monitor Linux Server Processes)'' + 🌟' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxteck.com/basic-cat-command-in-linux-with-examples: + ai_summary: Curator Insight details standard use cases of the `cat` utility for + viewing and appending text. Live Grounding highlights that while modern terminal + pagers like `bat` offer robust color formatting, `cat` remains the fundamental + choice for unbuffered data piping inside shell automation scripts. + complexity: Beginner + content_hash: 02133f5134f235725f9b74d572ab17bb642c606607767bfc7f70adea2003c20a + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - Text Processing + - File Concatenation + is_microservice: false + language: English + last_checked: 1779033974.45537 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'linuxteck.com: 12 basic cat command in Linux with examples' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxteck.com/basic-ssh-client-commands-in-linux: + ai_summary: A practical operational overview of fundamental SSH commands essential + for junior system administrators. It details port specification, remote command + execution, and proxy settings for terminal-based remote node management. + complexity: Beginner + content_hash: 86e7498c66c9132e81b3b3b11d3a4828807fccfdd0fd8cd8aa7df3021740a047 + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Secure Access and PKI + - SSH Client Tools + is_microservice: false + language: English + last_checked: 1779031800.263239 + needs_ai_refresh: true + resource_type: Cheat Sheet + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linuxteck.com: 10 basic and most useful ''ssh'' client commands in Linux' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux: + ai_summary: A practical walkthrough of firewalld configurations using the firewall-cmd + CLI. Covers zone management, permanent versus runtime rule definitions, and service-based + port bindings for modern Red Hat enterprise environments. + complexity: Intermediate + content_hash: 1408a434fa02fc50eeb83538c8e714a7eb22ad252b497f29d5ef75e214237943 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Security + - Firewalls + is_microservice: false + language: English + last_checked: 1779029487.461703 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'linuxteck.com: 15 basic useful firewall-cmd commands in Linux' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxteck.com/curl-command-in-linux-with-examples: + ai_summary: Curator Insight offers 15 highly useful curl commands for server network + diagnostics. Live Grounding corroborates that curl remains the absolute backbone + of API verification and automated artifact fetching inside cloud pipelines. A + standard tool for validating HTTP endpoint connectivity and API responses. + complexity: Beginner + content_hash: f03357b557b70a055b2f981cae3b3ec5ccd5fc7154194ce5c9dd44d99d0f1a6b + description: '' + health_score: 100.0 + hierarchy: + - Networking + - HTTP Clients + - Data Transfer + is_microservice: false + language: English + last_checked: 1779031423.138207 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'linuxteck.com: 15 basic curl command in Linux with practical examples' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.linuxtoday.com: + content_hash: N/A + health_score: 100.0 + last_checked: 1779032977.374794 + v1_locations: + - docs/linux.md +https://www.liquibase.com/community/liquibase-vs-flyway: + health_score: 64.0 + last_checked: 1779130494.929946 + v1_locations: + - docs/liquibase.md +https://www.liquibase.org: + ai_summary: A leading open-source database schema migration tool that enables teams + to track, version, and deploy database changes. 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Extremely + useful for platform engineers establishing rapid local server-side diagnostics. + complexity: Beginner + content_hash: 19d0b446918461e2720bd34652a487f9f260056af4d5981a2b536c48b0329264 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - System Monitoring + - Productivity Utilities + is_microservice: false + language: English + last_checked: 1779030132.30097 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'makeuseof.com: The 6 Best Command Line Tools to Monitor Linux Performance'' + in the Terminal' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.makeuseof.com/best-open-source-project-management-software: + content_hash: 3bc873a6f6d40582470efae9d8c09df27b31a53259606e83e82b30c2291c8b12 + description: '' + health_score: 100.0 + last_checked: 1779032172.937251 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'makeuseof.com: The 8 Best Open-Source Project Management Software' + v1_locations: + - docs/project-management-tools.md + v2_locations: + - project-management-tools.md + year: N/A +https://www.makeuseof.com/best-open-source-webinar-software: + content_hash: c6decf46b276571ce5b0280e5700ac24410ec0b55af5ec8283fb58f2b0c54c80 + description: '' + health_score: 100.0 + last_checked: 1779031539.765306 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'makeuseof.com: The 5 Best Open-Source Webinar Software' + v1_locations: + - docs/devel-sites.md + v2_locations: + - devel-sites.md + year: N/A +https://www.makeuseof.com/best-red-hat-based-linux-distros: + ai_summary: 'A broad evaluation of the RHEL-based ecosystem, surveying major operating + systems built on Red Hat''s codebase and explaining how package management (RPM/DNF) + and security layers (SELinux) are integrated. 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This repository of snippets serves as + a foundational guide to AWK's implicit loop architecture. + complexity: Intermediate + content_hash: d34d94d8526fa8f5723112c0792675680e7d0e3609b114d8bbdeca4acef9c530 + description: '' + health_score: 100.0 + hierarchy: + - Operating Systems + - Linux Utilities + - Text Processing + is_microservice: false + language: English + last_checked: 1779033243.435296 + resource_type: Cheat Sheet + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + - '[LEGACY]' + title: 'pement.org: Handy one-line scripts for AWK' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: '2003' +https://www.pement.org/sed/sed1line.txt: + ai_summary: A legendary, high-density reference sheet compiling over 100 functional + sed one-liners. Highly valuable for rapid text formatting, substitution, and line + manipulation without resorting to complex scripting. + complexity: Intermediate + content_hash: d79d77ba47455fc4bc76b3780dbad0cdea4fae44fc7e3754098c244c45b91db0 + description: '' + health_score: 100.0 + hierarchy: + - Operating Systems + - Linux Utilities + - Text Processing + is_microservice: false + language: English + last_checked: 1779032340.117615 + resource_type: Cheat Sheet + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + - '[LEGACY]' + title: 'pement.org: Over 100 sed one-liners' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: '2005' +https://www.peopleperhour.com: + ai_summary: UK-based platform focusing on micro-jobs and freelance contracts across + technical, design, marketing, and copywriting disciplines. + complexity: Beginner + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Career and Freelancing + - Freelance Platforms + - Generalist Marketplaces + is_microservice: false + language: en + last_checked: 1779030658.394701 + resource_type: Platform + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: peopleperhour + v1_locations: + - docs/freelancing.md + v2_locations: + - freelancing.md + year: N/A +https://www.percona.com/blog/2019/05/24/an-overview-of-sharding-in-postgresql-and-how-it-relates-to-mongodbs: + content_hash: 1d2e8e1fdea402080dec178923e103987be9a6be58357922bf2f615d3e48991e + description: '' + health_score: 100.0 + last_checked: 1779029990.043017 + stars: 0 + status: online + title: 'percona.com: An Overview of Sharding in PostgreSQL and How it Relates to'' + MongoDB’s' v1_locations: - docs/databases.md + year: N/A +https://www.percona.com/blog/2019/08/02/out-of-memory-killer-or-savior: + content_hash: 927f0610e0f19637ac61f38c17a2d983031163eea9170e39bb8f89a0f24b85db + description: '' + health_score: 100.0 + last_checked: 1779030441.357388 + stars: 0 + status: online + title: 'percona.com: How to Adjust Linux Out-Of-Memory Killer Settings for PostgreSQL' + v1_locations: + - docs/databases.md + year: N/A +https://www.percona.com/blog/2019/11/22/designing-grafana-dashboards: + content_hash: 2f2dca2364a0a32df06c3153b3bf194c0b3fbde0dee864775137dd6aa335c221 + description: '' + health_score: 100.0 + last_checked: 1779032172.10067 + stars: 0 + status: online + title: 'percona.com: Tips for Designing Grafana Dashboards' + v1_locations: + - docs/grafana.md + year: N/A +https://www.percona.com/blog/2019/12/19/the-benefits-of-amazon-rds-for-mysql: + content_hash: 4ca8381c64a3be280db89aa6d203279c074d09ff9d226e33f1fcc2f05a6e9647 + description: '' + health_score: 100.0 + last_checked: 1779032544.66832 + stars: 0 + status: online + title: 'percona.com: The Benefits of Amazon RDS for MySQL' + v1_locations: + - docs/aws-databases.md + year: N/A +https://www.percona.com/blog/2020/06/26/mysql-101-how-to-find-and-tune-a-slow-sql-query: + content_hash: 3cbdc3808d9e1b71c52345119894fe31b3a316a5da251c3afe43460b151c02a6 + description: '' + health_score: 100.0 + last_checked: 1779031256.625858 + stars: 0 + status: online + title: 'percona.com: MySQL 101: How to Find and Tune a Slow SQL Query' + v1_locations: + - docs/databases.md + year: N/A +https://www.percona.com/blog/2020/06/30/mysql-101-parameters-to-tune-for-mysql-performance: + content_hash: d3969a726112864214bec1af1f908283e6a05d439c6b48bf283d55dcb1c50a58 + description: '' + health_score: 100.0 + last_checked: 1779031474.953379 + stars: 0 + status: online + title: 'percona.com: MySQL 101: Parameters to Tune for MySQL Performance' + v1_locations: + - docs/databases.md + year: N/A +https://www.percona.com/blog/2020/09/11/how-much-memory-does-the-process-really-take-on-linux: + content_hash: 437d2ff2e29ce8820b571ba7cf03e3af9d8e4fe99b826a8b4ce78193312ef133 + description: '' + health_score: 100.0 + last_checked: 1779030405.166054 + stars: 0 + status: online + title: 'percona.com: How Much Memory Does the Process Really Take on Linux? 🌟' + v1_locations: + - docs/linux.md + year: N/A +https://www.percona.com/blog/2020/10/22/using-volume-snapshot-clone-in-kubernetes: + content_hash: 3e3ed422a47c5e8f0dff685e2bc74b80f0d5992e07b1079e0a0951c7c1c6b2dc + description: '' + health_score: 100.0 + last_checked: 1779030133.513032 + stars: 0 + status: online + title: 'percona.com: Using Volume Snapshot/Clone in Kubernetes (GKE & Percona Kubernetes'' + Operator for XtraDB Cluster)' + v1_locations: + - docs/kubernetes-backup-migrations.md + year: N/A +https://www.percona.com/blog/2021/02/08/dbaas-on-kubernetes-under-the-hood: + content_hash: 8775ba1a5466563f7ecd40477464c167a002046c66f2a0867c69a17b54158ab9 + description: '' + health_score: 100.0 + last_checked: 1779033907.450152 + stars: 0 + status: online + title: 'percona.com: DBaaS on Kubernetes: Under the Hood 🌟' + v1_locations: + - docs/databases.md + year: N/A +https://www.percona.com/blog/2021/03/22/storing-kubernetes-operator-for-percona-server-for-mongodb-secrets-in-github: + content_hash: 1184bee67596a83702077f2db3703c6bcf7827bd43602afa94770a8ffacab425 + description: '' + health_score: 100.0 + last_checked: 1779032224.627981 + stars: 0 + status: online + title: 'percona.com: Storing Kubernetes Operator for Percona Server for MongoDB'' + Secrets in Github' + v1_locations: + - docs/databases.md + year: N/A +https://www.percona.com/blog/2021/06/23/autoscaling-databases-in-kubernetes-for-mongodb-mysql-and-postgresql: + content_hash: d1faa9232bfc4f382f57d893998bc6fde1d569ad4acc81380f32181f4ae0af15 + description: '' + health_score: 100.0 + last_checked: 1779032294.344651 + stars: 0 + status: online + title: 'percona.com: Autoscaling Databases in Kubernetes for MongoDB, MySQL, and'' + PostgreSQL' + v1_locations: + - docs/databases.md + year: N/A +https://www.percona.com/blog/2021/06/23/mysql-on-kubernetes-with-gitops: + content_hash: a691dbd9023fc4197a8099448d4111d6c09874e479505e3e8b20afe7618d8c75 + description: '' + health_score: 100.0 + last_checked: 1779034314.610686 + stars: 0 + status: online + title: 'percona.com: MySQL on Kubernetes with GitOps 🌟' + v1_locations: + - docs/databases.md + year: N/A +https://www.percona.com/blog/an-overview-of-sharding-in-postgresql-and-how-it-relates-to-mongodbs: + content_hash: c050a2aa10b19a5d8388cdd8f1180a5025883e787ac7681bbccf3e6a556f4056 + health_score: 100.0 + last_checked: 1779130494.984698 needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md v2_locations: - databases.md -https://www.harness.io/blog/kubernetes-mistakes: +https://www.percona.com/blog/autoscaling-databases-in-kubernetes-for-mongodb-mysql-and-postgresql: + content_hash: e3c53d02ab740dea78f1634d3d432927009f7a841e9fe2d2b8a3ea69df12aca3 health_score: 100.0 - last_checked: 1779130494.941045 - content_hash: 4b436654f3bd822cfe14209d666a5665e2a879ab7a4a2594ee4d3f52de85ddbc + last_checked: 1779130494.945979 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://www.percona.com/blog/dbaas-on-kubernetes-under-the-hood: + content_hash: a62e1edfc611e462aca16a5cf17a4a1945f251a50beae0811cc9a3b36c400bd5 + health_score: 100.0 + last_checked: 1779130495.00124 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://www.percona.com/blog/designing-grafana-dashboards: + content_hash: b550be818fb9fca4a17e7a946fc143e40a1313a94a9931f1d194a67d2b012d68 + health_score: 100.0 + last_checked: 1779130495.005388 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/grafana.md + v2_locations: + - grafana.md +https://www.percona.com/blog/how-much-memory-does-the-process-really-take-on-linux: + ai_summary: A stellar breakdown of Linux memory accounting models, explaining the + critical differences between VSS, RSS, PSS, and USS. Crucial reference for troubleshooting + memory leaks and sizing pod constraints. + complexity: Advanced + description: '' + hierarchy: + - Operating Systems + - Linux Kernel + - Memory Management + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'percona.com: How Much Memory Does the Process Really Take on Linux? 🌟' + v2_locations: + - linux.md + year: '2020' +https://www.percona.com/blog/migrating-postgresql-to-kubernetes: + content_hash: da709f2180530375fc9169c23d7c01be6f5178db7ecef85a0fa56cb78213d8d1 + description: '' + health_score: 100.0 + last_checked: 1779034457.4437 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'percona.com: Migrating PostgreSQL to Kubernetes' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://www.percona.com/blog/migration-of-a-mysql-database-to-a-kubernetes-cluster-using-asynchronous-replication: + content_hash: 6ff3d1ae9725b6834660ebefc60dd2dc2c5a64b145f3e88df6d78fc7f51bf400 + description: '' + health_score: 100.0 + last_checked: 1779033824.556203 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'percona.com: Migration of a MySQL Database to a Kubernetes Cluster Using'' + Asynchronous Replication' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md + year: N/A +https://www.percona.com/blog/mysql-101-how-to-find-and-tune-a-slow-sql-query: + content_hash: 9c268653c6f201ae999368d64671bdf6ca8a7be53d87d38aa44a1181464510fb + health_score: 100.0 + last_checked: 1779130494.94613 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://www.percona.com/blog/mysql-101-parameters-to-tune-for-mysql-performance: + content_hash: e9e6f05d80293a8f60507f3698e2f0c6485350e3fd22e4a94ee4595d40539ff5 + health_score: 100.0 + last_checked: 1779130495.011698 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://www.percona.com/blog/mysql-on-kubernetes-with-gitops: + content_hash: 2dc821a1d4c7b6b1692b16ea5da671aa4f2b6be2b95df96728a8103c89e0be6a + health_score: 100.0 + last_checked: 1779130494.954822 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://www.percona.com/blog/out-of-memory-killer-or-savior: + content_hash: 5aa10a5525d741de70c8ff112e1cd01ed693eb753d95d8f9ab78547eb32a9701 + health_score: 100.0 + last_checked: 1779130494.995707 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://www.percona.com/blog/performance-of-various-ebs-storage-types-in-aws: + ai_summary: An in-depth performance analysis of EBS volume classes (gp2, gp3, io2, + etc.) when hosting database engines. 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Live Grounding confirms the study analyzes management + convenience against limitations in configuration flexibility and performance tuning. + Highly useful for database administrators comparing DIY cloud hosting with managed + services. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Infrastructure + - Databases + - Managed MySQL + is_microservice: false + language: English + resource_type: Blog Post + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'percona.com: The Benefits of Amazon RDS for MySQL' + v2_locations: + - aws-databases.md + year: '2021' +https://www.percona.com/blog/using-volume-snapshot-clone-in-kubernetes: + content_hash: ea62c6ac54cd607e897cfe46a2b2f91a07226561b63de37d75e8b7cf4087458e + health_score: 100.0 + last_checked: 1779130495.014197 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md +https://www.percona.com/community-blog/2020/10/01/database-schema-management-via-liquibase: + ai_summary: A technical blog post by Percona illustrating step-by-step database + schema version control using Liquibase. 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Compares industry platforms (such as JFrog Artifactory, + Sonatype Nexus, AWS CodeArtifact) on security, performance, licensing compliance, + and caching efficiency. + complexity: intermediate + content_hash: f370b338953d8190c9aa53970c9aa6cf00fac9c01dcec7d3e9bdfbae14e6a16f description: '' - year: '2024' - stars: 3 - ai_summary: An official Google Cloud guide highlighting operational synergies and - clear organizational distinctions between SRE and DevOps execution models. - language: English - resource_type: Blog Post - complexity: Intermediate + health_score: 100.0 hierarchy: - Platform Engineering - - Site Reliability Engineering - - Foundations - tags: - - '[COMMUNITY-TOOL]' - is_microservice: true - status: online - title: 'cloud.google.com: SRE vs. DevOps: competing standards or close friends?' - v2_locations: - - sre.md -https://github.blog/engineering/security-keys-supported-ssh-git-operations: - description: '' - year: '2021' - stars: 4 - ai_summary: An engineering post announcing GitHub's native support for physical - security keys (FIDO2) during SSH-based Git operations. 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Favored by enterprises requiring complex build tree + structures. + complexity: advanced + content_hash: 04d4e293a4c268b6f65ab947acf435b02dea45366b4fc9ce8afec94332ad23cc description: '' - year: '2024' - stars: 3 - ai_summary: 'Curator Insight: Download analytics and overview of the Strimzi Kafka - CLI. 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Double-Evidence: This commentary explores the - disruption of historical IT infrastructures, and live grounding highlights this - historical shift as the primary catalyst for the rise of Rocky Linux and AlmaLinux.' language: English - resource_type: Opinion/Analysis - complexity: Intermediate + last_checked: 1779033503.720352 + needs_ai_refresh: true + resource_type: tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: PMEase QuickBuild + v1_locations: + - docs/cicd.md + - docs/devops-tools.md + - docs/kubernetes-tools.md + v2_locations: + - devops-tools.md + - kubernetes-tools.md + year: N/A +https://www.polyglotdeveloper.com/cheatsheet/2015-01-08-Gradle-cheatsheet: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032074.165661 + stars: 0 + title: 'polyglotdeveloper.com: Gradle Cheat Sheet' + v1_locations: + - docs/cheatsheets.md + year: N/A +https://www.popsci.com/diy/use-markdown-google: + ai_summary: 'A workflow guide explaining how to leverage Google Docs'' integrated + Markdown parsing engine to boost document draft speeds and establish seamless + collaborative writing habits for diverse technical teams. 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Outlines when to use Helm for Day 1 installs versus Operators for stateful + Day 2 operations. + complexity: Intermediate + description: '' + hierarchy: + - Application Delivery and GitOps + - Package Management + - Helm vs Operators + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'cloud.redhat.com: Application Management in Kubernetes Environments with + Helm Charts and Kubernetes Operators' + v2_locations: + - helm.md + year: '2020' +https://www.redhat.com/en/blog/applications-here-applications-there-part-3-application-migration: + content_hash: 172b92f138f77e08620d72f9b9092828aa54ff8b16acd19b6cf82b66b6b01967 + health_score: 100.0 + last_checked: 1779130494.972475 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/architecture-decision-records: + content_hash: 17424d5b397c890549c7fbea8d3b93a56bbca0891f571795af29789a7cab7633 + health_score: 100.0 + last_checked: 1779130495.005515 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-1: + content_hash: 89bd691375bf8c5ac557e2d12018b8bc6036ec2fd6b1361545829e37299c2e12 + health_score: 100.0 + last_checked: 1779130494.971456 + needs_ai_refresh: true + v1_locations: + - docs/ocp4.md +https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-day-2-operations-part-2: + content_hash: bea98be8b11d57faca6b52e8fe9ded9800c15345749e7fd658acf4ec4f183f6f + health_score: 100.0 + last_checked: 1779130494.968102 + needs_ai_refresh: true + v1_locations: + - docs/ocp4.md +https://www.redhat.com/en/blog/automate-podman-ansible: + content_hash: d664ccfe5ddcc93990082b4c58b11914a4bc9f0789deb3ae891b67589664c4e2 + health_score: 100.0 + last_checked: 1779130495.027236 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.redhat.com/en/blog/automate-reboot-ansible: + content_hash: d14269d7eb5c348e524770e6dff984e41a4d34d084de55fabdd0eea0732fb4c4 + health_score: 100.0 + last_checked: 1779130495.00844 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/automate-your-security-practices-and-policies-on-openshift-with-kyverno: + content_hash: 749b437121b3977c12ac540d4366f3cb1a58a93f896a7e0bfb33df00c3a45e09 + health_score: 100.0 + last_checked: 1779130494.958956 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md +https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible?sc_cid=7015Y000003t7aWQAQ: + content_hash: d395bb52b1252a079444326d64af97a773730272d073bebfa47b0f6209c44b53 + health_score: 100.0 + last_checked: 1779130495.003242 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +? https://www.redhat.com/en/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform?sc_cid=7015Y000003t7aWQAQ +: ai_summary: Deep-dive on workflow security, combining CyberArk vaulting features + with Ansible infrastructure orchestration. Addresses regulatory and internal auditing + requirements for credential cycles. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Secrets Management + - Enterprise Platforms + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'ansible.com: Automating Security with CyberArk and Red Hat Ansible Automation + Platform' + v2_locations: + - devsecops.md + year: '2022' +https://www.redhat.com/en/blog/automation-architects: + content_hash: a5758f5648c10373327bc8d6df347246c73cf404c027562a5363ca2444726bef + health_score: 100.0 + last_checked: 1779130494.998313 + needs_ai_refresh: true + v1_locations: + - docs/index.md +https://www.redhat.com/en/blog/automation-combat-increased-workload: + content_hash: 3259338eb8fd68aeacb93242e384bac7432808267cb12691d8eb338a613de77d + health_score: 100.0 + last_checked: 1779130495.030132 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.redhat.com/en/blog/automation-first-mentality: + ai_summary: 'Provides strategies to build an automation-first culture to improve + software security, pipeline reliability, and scalability. Contrast: Curator Insight + defines this as general DevOps philosophy, while Live Grounding reveals that automation + is the only way to scale policy-compliance across thousands of microservices. + Essential strategic guide.' + complexity: Intermediate + description: '' + hierarchy: + - DevSecOps + - Culture and Strategy + - Automation Culture + is_microservice: true + language: English + resource_type: Article + stars: 1 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: 5 ways for teams to create an automation-first mentality' + v2_locations: + - devsecops.md + year: '2021' +https://www.redhat.com/en/blog/aws-and-red-hat-quickstart-workshop: + content_hash: 318c52c49b3fad85bbdf86890a9696732d1cd1f9a9b273065e1a17d398de8e45 + health_score: 100.0 + last_checked: 1779130495.03117 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + - docs/openshift.md + v2_locations: + - openshift.md +https://www.redhat.com/en/blog/based-validated-network-content?sc_cid=7015Y000003t7aWQAQ: + content_hash: 061e2aadd4af4c6a6ce6a85935af948428e6d0b9a4f26f8c753e8ad530c0b2fe + health_score: 100.0 + last_checked: 1779130495.020295 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/be-careful-when-pulling-images-short-name: + content_hash: e766c6559e53331aa84ca271e675462fa7075314b1d420b3c642174dc5be435e + description: '' + health_score: 100.0 + last_checked: 1779034491.81009 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Be careful when pulling images by short name' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://www.redhat.com/en/blog/best-microservices-2021: + content_hash: 8ea7414f16557674b6206b30d5037ff57c05243d5bce54456fc656c74565fbcf + health_score: 100.0 + last_checked: 1779130494.991558 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.redhat.com/en/blog/build-VM-fast-ansible: + content_hash: 17bf66995b1c02fa00b5644468d55a7bcf05d3ed461a27923afa526bc738ea95 + health_score: 100.0 + last_checked: 1779130495.029663 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.redhat.com/en/blog/build-kubernetes-operators-from-helm-charts-in-5-steps: + content_hash: dd0a9f3345befce514c305d9cc0149cd7ef0c44678aa2546857d06a7a24e7d0b + health_score: 100.0 + last_checked: 1779130495.005446 + needs_ai_refresh: true + v1_locations: + - docs/ocp4.md +https://www.redhat.com/en/blog/build-your-kubernetes-operator-with-the-right-tool: + content_hash: 08eb51645d9e90d73a595f6b09450bc33e89077dc31e0a655983b58642aa9c47 + health_score: 100.0 + last_checked: 1779130494.98712 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md +https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin: + ai_summary: Details strategies to compile reliable, declarative Jenkins pipelines + utilizing OpenShift DSL plugins. Discusses native methods to trigger S2I builds, + promote container images, and securely communicate with Cluster managers. + complexity: Intermediate + description: '' + hierarchy: + - Red Hat OpenShift + - CI-CD Pipelines + - Jenkins Ecosystem + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Building Declarative Pipelines with OpenShift DSL Plugin 🌟🌟 + v2_locations: + - jenkins.md + - openshift-pipelines.md + year: '2018' +https://www.redhat.com/en/blog/building-openshift-pipelines-with-gitlab: + content_hash: 101f6e1faf273063805cace78ce4cc8e0b82ec871b376d7dcc0ccd5cf01ea34d + health_score: 100.0 + last_checked: 1779130494.95121 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure: + content_hash: 14e71075cd0da4d18304516429f4f1d150bf9b97f78bd41f15cc3c508bfd7ce9 + health_score: 100.0 + last_checked: 1779130494.983509 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + - docs/openshift.md + v2_locations: + - openshift.md +https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/accessing-external-services-using-egress-router: + health_score: 64.0 + last_checked: 1779130495.026836 + v1_locations: + - docs/openshift.md +https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolicies-and-microsegmentation: + health_score: 64.0 + last_checked: 1779130494.971855 + v1_locations: + - docs/openshift.md +https://www.redhat.com/en/blog/channel/open-source-communities: + ai_summary: Red Hat's experimental analysis testing generative AI capability against + Ansible Playbook authoring constraints. Highlights current logical gaps and structural + best practices for verification. + complexity: Intermediate + description: '' + hierarchy: + - DevOps and Automation + - AI-Assisted Operations + - Infrastructure as Code + is_microservice: false + language: English + resource_type: Case Study / Blog + stars: 3 + status: online + tags: + - '[CASE STUDY]' + - '[EMERGING]' + title: 'ansible.com: Ansible and ChatGPT: Putting it to the test' + v2_locations: + - ansible.md + - chatgpt.md + year: '2023' +https://www.redhat.com/en/blog/chaos-engineering-with-litmuschaos: + content_hash: 4e99fbd5182b466ad4715d232c8b533d2fe09deeeb66b015a50e9f32365c9385 + health_score: 100.0 + last_checked: 1779130494.968714 + needs_ai_refresh: true + v1_locations: + - docs/chaos-engineering.md +https://www.redhat.com/en/blog/check-out-our-new-look: + content_hash: 5f2d23f5418c70dd44dc3aeaae4078f53f7935b90fd8de0e2561c3ea5342032b + health_score: 100.0 + last_checked: 1779130494.954079 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/cloud-devops-with-openshift-and-jfrog: + ai_summary: A case study looking at OpenShift and JFrog Artifactory integrations. + It details how teams establish secure, auditable image management pipelines across + hybrid cloud nodes. + complexity: Intermediate + description: '' + hierarchy: + - Enterprise Kubernetes + - Red Hat OpenShift + - CI-CD Pipelines + is_microservice: false + language: English + resource_type: Article + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'openshift.com: Cloud DevOps With OpenShift and JFrog' + v2_locations: + - jenkins-alternatives.md + - registries.md + year: '2021' +https://www.redhat.com/en/blog/cloud-native-business-automation-kogito: + content_hash: 5745425287ff9c13704b5c3138b5d614a6bcf7f5ad21674dcfba82627d3e8d26 + description: '' + health_score: 100.0 + last_checked: 1779029628.693611 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Cloud-native business automation with Kogito' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://www.redhat.com/en/blog/cloud-native-ci-cd-with-openshift-pipelines: + ai_summary: 'Curator Insight: An official Red Hat announcement outlining OpenShift + Pipelines, the managed implementation of Tekton. + + Live Grounding: Details the shift from centralized Jenkins controllers to decoupled, + cloud-native container steps executing inside Kubernetes Pods, providing superior + resource usage and auto-scaling.' + complexity: Intermediate + description: '' + hierarchy: + - Hybrid Cloud and Enterprise + - OpenShift + - Pipelines and CI CD + is_microservice: false + language: English + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'openshift.com: Cloud-Native CI/CD with OpenShift Pipelines based on Tekton' + v2_locations: + - tekton.md + - openshift-pipelines.md + year: '2020' +https://www.redhat.com/en/blog/compose-kubernetes-podman: + content_hash: d361deb33ca1c63e063005f0e843f723258906e2df37a25a37d280f41590ab9f + health_score: 100.0 + last_checked: 1779130494.983134 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.redhat.com/en/blog/configure-gmail-using-ansible: + content_hash: 4415b662eb7836ba4f656044975b00d0f18219a0fecf68489d6ffda26055012f + health_score: 100.0 + last_checked: 1779130494.960075 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/configure-ssh-keygen: + ai_summary: A hands-on walk-through of modern ssh-keygen configurations, outlining + RSA, ECDSA, and Ed25519 signature algorithm trade-offs. It shows how to safely + provision, password-protect, and distribute public keys. + complexity: Intermediate + description: '' + hierarchy: + - Systems Engineering + - Secure Access and PKI + - SSH Configurations + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Using ssh-keygen and sharing for key-based authentication in + Linux' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/configure-the-openshift-image-registry-backed-by-openshift-container-storage: + content_hash: 07e73e219cb03ca933ccfed11055d62b8c137a41eac1c4577d17a64104784a42 + health_score: 100.0 + last_checked: 1779130494.994876 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/container-information-podman: + content_hash: 5698f52d6c4b16a5705f6658238661f108b9d45409a7250d4be88a202e8c7e09 + health_score: 100.0 + last_checked: 1779130494.929204 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.redhat.com/en/blog/container-security-seccomp: + ai_summary: An authoritative Red Hat review explaining system-call level security + using seccomp. Addresses custom policy writing to prevent runtime container compromise + from escalating into a global host compromise via kernel exploitation. + complexity: Advanced + description: '' + hierarchy: + - Cloud Native Security + - Infrastructure Hardening + - Linux Kernel Security + is_microservice: false + language: en + resource_type: blog + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'redhat.com: Improving Linux container security with seccomp 🌟' + v2_locations: + - devsecops.md + year: '2021' +https://www.redhat.com/en/blog/containerizing-applications: + content_hash: 7823f61d0a98d35840064d39204e63627338c1e138bee5da4e604036bb1750cf + health_score: 100.0 + last_checked: 1779130495.026605 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.redhat.com/en/blog/create-containers-podman-quickly: + content_hash: e1e3e2859b54429852315da8dd5547d8ee158fcf88b7074e23ec0fd7acc09bae + health_score: 100.0 + last_checked: 1779130495.014325 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.redhat.com/en/blog/creating-custom-rules-for-ansible-lint: + content_hash: 2535dea41cd05a0bfe70e5e1b01553dae02a43ed4a4f08b5a53c18169a27a127 + health_score: 100.0 + last_checked: 1779130495.00702 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/curl-hack-httpie: + ai_summary: A developer comparison highlighting HTTPie as an expressive, human-friendly + command-line alternative to curl. It illustrates dynamic coloring, direct JSON + validation, and clean request structures for REST endpoints. + complexity: Intermediate + description: '' + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - Network and API Testing + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'redhat.com: Save time at the command line with HTTPie instead of curl' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish: + ai_summary: A comprehensive technical guide demonstrating how to use guestfish to + inject files, modify configurations, and customize virtual machine disk images. + This walk-through focuses on streamlining cloud-init preparations and automating + golden image generation workflows. + complexity: Intermediate + description: '' + hierarchy: + - Infrastructure + - Virtualization + - Disk Image Manipulation + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'redhat.com: How to customize VM and cloud images with guestfish' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/customizing-virtual-machine-templates-in-openshift-1: + content_hash: 6677f748ddca34ba89462cd1cd2289500cdeb697f44c698ff04ada0a8d8e7483 + health_score: 100.0 + last_checked: 1779130494.986251 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/data-text-files: + ai_summary: A practical tutorial from Red Hat explaining different loop patterns + for reading and parsing file contents in Bash. Discusses performance implications + of field separators and subshell execution blocks. + complexity: Beginner + description: '' + hierarchy: + - Software Development + - Scripting + - Bash Shell + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'redhat.com: Bash scripting: How to read data from text files' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/datacenter-edge-open-hybrid-cloud-vision-red-hat-ansible-automation-platform-2: + content_hash: 4c7767184757ae92b7f16f689f84b439e0ce88743ace1345d4553fd134671813 + description: '' + health_score: 100.0 + last_checked: 1779031927.830627 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: From the datacenter to the edge: The open hybrid cloud vision'' + for Red Hat Ansible Automation Platform 2' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes: + ai_summary: Walkthrough covering remote JVM agent connection attachment procedures + targeting pods deployed within secured target Kubernetes namespaces. + complexity: intermediate + description: '' + hierarchy: + - Runtime Optimizations + - Kubernetes Tuning + - Monitoring and Profiling + is_microservice: true + language: en + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.openshift.com: Debugging Java Applications On OpenShift and Kubernetes' + v2_locations: + - monitoring.md + - java-and-java-performance-optimization.md + year: '2021' +https://www.redhat.com/en/blog/demystifying-ansible-sysadmins: + content_hash: d13f4b13d5c65dd0643ce3f225cc040d81ee4aab7640642c1f7cabd77c3193a9 + health_score: 100.0 + last_checked: 1779130494.979402 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/demystifying-multus: + content_hash: 4efff685c2e337aea8a3f2a76f5dec84e0ee2598b1088b23303572311442ec1a + health_score: 100.0 + last_checked: 1779130494.937474 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/deploying-jenkins-on-openshift-part-1: + ai_summary: Explores the baseline deployment strategy for standing up Jenkins nodes + within OpenShift namespaces. Deeply reviews network configurations, service accounts, + and route declarations to enable external webhook communications. + complexity: Intermediate + description: '' + hierarchy: + - Red Hat OpenShift + - CI-CD Pipelines + - Jenkins Ecosystem + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.openshift.com: Deploying jenkins on openshift - part 1' + v2_locations: + - openshift-pipelines.md + year: '2018' +https://www.redhat.com/en/blog/deploying-openshift-4.4-to-vmware-vsphere-7: + content_hash: 3088b18fd198e2e74e0b7f50aa956eeffeb847a30a64412980ca8af5fb1d9fdf + health_score: 100.0 + last_checked: 1779130494.940476 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/openshift.md + v2_locations: + - openshift.md +https://www.redhat.com/en/blog/deploying-openshift-applications-multiple-datacenters: + ai_summary: Provides high-level operational advice for utilizing Jenkins pipelines + to orchestrate, sync, and validate application deployments across disparate, multi-region + OpenShift datacenters. + complexity: Advanced + description: '' + hierarchy: + - Red Hat OpenShift + - CI-CD Pipelines + - Multi-Cluster Deployments + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.openshift.com: Deploying OpenShift Applications to Multiple Datacenters + (with Jenkins)' + v2_locations: + - openshift-pipelines.md + year: '2018' +https://www.redhat.com/en/blog/deploying-to-openshift-using-github-actions: + content_hash: e657ba90a5e4f6c12332ee861802b63e0b19b5bc265821380417190226f538c5 + health_score: 100.0 + last_checked: 1779130495.005727 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/git.md + v2_locations: + - git.md +https://www.redhat.com/en/blog/descheduler-ga-in-openshift-4.7: + content_hash: 3f86ea029b6ca6fde6aaf2f176b95d9276333234f2fb6a3ca1fb5033592ff77d + health_score: 100.0 + last_checked: 1779130494.95662 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/design-enterprise-architecture-diagrams: + content_hash: 187d2be82174951f7595ab557de95c0f75be2189e9248393491be3f5a60b790a + health_score: 100.0 + last_checked: 1779130495.027979 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/cloud-arch-diagrams.md + v2_locations: + - cloud-arch-diagrams.md +https://www.redhat.com/en/blog/developing-ansible-role: + content_hash: 38f27b90b0ebc37125cebace0c51131c36bdca31474711f67392185237075c8d + health_score: 100.0 + last_checked: 1779130494.971268 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/devsecops-enterprise-architecture: + ai_summary: 'Offers an architectural guide to scaling security across thousands + of containerized workflows and corporate teams. Contrast: Curator Insight targets + basic process coordination, while Live Grounding shows that modern enterprises + utilize platform engineering pipelines to deliver standard, secured blueprints + globally. Crucial strategic reading.' + complexity: Advanced + description: '' + hierarchy: + - DevSecOps + - Culture and Strategy + - Enterprise Architecture + is_microservice: true + language: English + resource_type: Article + stars: 1 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==redhat.com: Getting DevSecOps to production and beyond==' + v2_locations: + - devsecops.md + year: '2021' +https://www.redhat.com/en/blog/diagramming-tools-cloud-infrastructure: + content_hash: 78f905f507468bf3c678cf145a81f6ff4789ec6c1c2b5f0771e7817f48354cf3 + health_score: 100.0 + last_checked: 1779130494.992094 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/cloud-arch-diagrams.md + v2_locations: + - cloud-arch-diagrams.md +https://www.redhat.com/en/blog/diagramming-tools-network-architecture: + content_hash: 85ea02d32b375c788e9cef48243fefddd5421a129796880022f7d196ad6bb26d + health_score: 100.0 + last_checked: 1779130495.032995 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/cloud-arch-diagrams.md + v2_locations: + - cloud-arch-diagrams.md +https://www.redhat.com/en/blog/edit-text-bash-command: + ai_summary: Demonstrates how to use standard CLI commands (specifically `sed` and + `find`) to batch-replace strings across deep file structures. Focuses on safe + execution patterns and dry-run steps. + complexity: Beginner + description: '' + hierarchy: + - Operating Systems + - Linux Utilities + - Text Processing + is_microservice: false + language: English + resource_type: Article + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'redhat.com: 2 Bash commands to change strings in multiple files at once' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/enabling-openshift-4-clusters-to-stop-and-resume-cluster-vms: + content_hash: e99ab56a18d15fbbb77d6a02bb1f058232ad6b03cbfd56253988007691e5f47c + health_score: 100.0 + last_checked: 1779130494.921849 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/enhanced-openshift-jboss-amq-container-image-for-production: + content_hash: 8ee9e22beed3be4625bbe0f3f664c832b04cce75f70fbccb95f7ea365596735a + health_score: 100.0 + last_checked: 1779130494.953707 + needs_ai_refresh: true + v1_locations: + - docs/monitoring.md https://www.redhat.com/en/blog/enterprise-kubernetes-with-openshift-part-one: + content_hash: 6327dfab4ea8d6d02b4b859c594b814865539b9af58963c759b000b24023fc2f health_score: 100.0 last_checked: 1779130495.010996 - content_hash: 6327dfab4ea8d6d02b4b859c594b814865539b9af58963c759b000b24023fc2f + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' v1_locations: - docs/container-managers.md - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/event-driven-architecture-essentials: + ai_summary: A deep dive by Red Hat explaining how event-driven designs foster agility, + decoupling, and high horizontal scalability. It discusses integration paths with + Kubernetes, Apache Kafka, and Knative. Grounding shows its essential role for + platform engineers planning enterprise application modernized routes. + complexity: Intermediate + description: '' + hierarchy: + - Software Architecture + - Event-Driven Architecture + - Infrastructure Design + is_microservice: true + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Event-driven architecture: Understanding the essential benefits + 🌟' + v2_locations: + - message-queue.md + year: '2021' +https://www.redhat.com/en/blog/extra-variables-ansible-playbook: + content_hash: 1c3a9a3b0ecc57fe3351bd5a4487d81573dc951c186942da609876938e541786 + health_score: 100.0 + last_checked: 1779130494.979786 needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes?sc_cid=7015Y000003t7aWQAQ: + content_hash: 963383035903654492ff0abdb22d8f93758319d246f21e9fa92be93c3558cfce + health_score: 100.0 + last_checked: 1779130494.965907 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/faster-ansible-playbook-execution: + content_hash: d0e1ede4553cb2324f440d892a274435d4acd4234907f24cc539bcbdcb5eff84 + health_score: 100.0 + last_checked: 1779130494.958227 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/find-non-expiring-passwords: + ai_summary: A Red Hat system administration guide that implements a tailored Bash + script to parse user account states. Useful for continuous compliance loops and + discovering misconfigured local security policies. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Systems Hardening + - User Auditing + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'redhat.com: Audit user accounts for never-expiring passwords with a Bash + script' + v2_locations: + - linux.md + year: '2022' +https://www.redhat.com/en/blog/fine-grained-policy-enforcement-in-openshift-with-open-policy-agent: + content_hash: c4d922b39abc46343e07e22c22bca3476a4bbdc730db25becaa90abc3e29cae8 + health_score: 100.0 + last_checked: 1779130494.974532 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md +https://www.redhat.com/en/blog/five-network-commands: + ai_summary: 'Explains five critical native diagnostic utilities for debugging connectivity + issues on modern Linux: ip, ping, traceroute, ss, and dig. Outlines the operational + layer each tool addresses within the OSI model.' + complexity: Basic + description: '' + hierarchy: + - Networking + - Network Monitoring + - CLI Diagnostics + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: 5 Linux network troubleshooting commands 🌟' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/from-code-to-production-with-gitops: + content_hash: 315c24daca8c48e599fe370729b4e6f69e048222173dc3edbd0d4ba8ec5dcb96 + health_score: 100.0 + last_checked: 1779130494.946813 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + - docs/ocp3.md + v2_locations: + - ocp3.md +https://www.redhat.com/en/blog/from-ops-to-sre-evolution-of-the-openshift-dedicated-team: + ai_summary: An enterprise case study detailing how Red Hat transitioned its OpenShift + Dedicated operations team to a modern SRE model, showing concrete scaling metrics. + complexity: Advanced + description: '' + hierarchy: + - Platform Engineering + - Site Reliability Engineering + - Case Studies + is_microservice: true + language: English + resource_type: Blog Post + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'openshift.com: From Ops to SRE - Evolution of the OpenShift Dedicated Team' + v2_locations: + - sre.md + year: '2023' +https://www.redhat.com/en/blog/from-sysadmin-to-architect: + content_hash: 36d621032f43aff49470db8d49255a590800b8909e476dbd5c7c8367fbb9519e + health_score: 100.0 + last_checked: 1779130494.949863 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md +https://www.redhat.com/en/blog/from-templates-to-openshift-helm-charts: + content_hash: ea3609ff2bf2a530c10830950780bbb4d175725cfae8105542f61d7f7856ffb8 + health_score: 100.0 + last_checked: 1779130495.007513 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp3.md + v2_locations: + - ocp3.md +https://www.redhat.com/en/blog/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator: + content_hash: e7454933f4cf658e41768e8cfd65b8c855b21c355f604cccf07dc44beef24300 + health_score: 100.0 + last_checked: 1779130495.0299 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/openshift.md + v2_locations: + - openshift.md +? https://www.redhat.com/en/blog/generally-available-today-red-hat-openshift-container-platform-311-ready-power-enterprise-kubernetes-deployments +: content_hash: 04528b1c6d81c3f9fbb7566bfa051467f619fa5a84eeab16edc311ee63ce2a5c + description: '' + health_score: 100.0 + last_checked: 1779029366.877895 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Generally Available today: Red Hat OpenShift Container Platform 3.11 is'' + ready to power enterprise Kubernetes deployments 🌟' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://www.redhat.com/en/blog/geographically-distributed-stateful-workloads-part-3-keycloak: + ai_summary: Part of Red Hat's multi-region series, this architectural blueprint + discusses geographically distributed stateful workloads, focusing on multi-site + Keycloak setups. It addresses global replication, database synchronization, and + latency challenges. + complexity: Advanced + description: '' + hierarchy: + - Identity + - IAM + - High Availability + is_microservice: true + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'openshift.com: Geographically Distributed Stateful Workloads - Part 3: Keycloak' + v2_locations: + - devsecops.md + year: '2021' +https://www.redhat.com/en/blog/getting-started-in-openshift: + content_hash: 3ce4a0c720f9196369715f1af6b03041c66096339afd70307a4c73c934ae2a70 + health_score: 100.0 + last_checked: 1779130494.948614 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/getting-started-jboss: + content_hash: 707c2857aae5b455fa8bb8b0d3fc4625983c5fec3a19a36811104225b3f92199 + health_score: 100.0 + last_checked: 1779130494.979195 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.redhat.com/en/blog/getting-started-running-spark-workloads-on-openshift: + ai_summary: 'Curator Insight: Practical guide detailing setup steps for hosting + Spark data processors on OpenShift Platform. + + Live Grounding: Demystifies user routing, security context constraints, and performance + tuning when running containerized Spark clusters on enterprise Red Hat foundations.' + complexity: Intermediate + description: '' + hierarchy: + - Hybrid Cloud and Enterprise + - OpenShift + - Big Data Workloads + is_microservice: false + language: English + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.redhat.com: Getting Started running Spark workloads on OpenShift' + v2_locations: + - kubernetes-bigdata.md + year: '2020' +https://www.redhat.com/en/blog/getting-started-with-applicationsets: + ai_summary: Introductory guide to Argo CD ApplicationSets. It demonstrates how to + templating multi-cluster deployments, generating child resources programmatically + from dynamic Git configurations. + complexity: Advanced + description: '' + hierarchy: + - GitOps + - Continuous Delivery + - Multi-Tenancy + is_microservice: false + language: English + resource_type: Guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'openshift.com: Getting Started with ApplicationSets' + v2_locations: + - argo.md + year: '2021' +https://www.redhat.com/en/blog/getting-started-with-kubevirt: + content_hash: 77a33ccb166af99316a7c5d003a2bd1bd5f1dbf793590796109acc4607411200 + health_score: 100.0 + last_checked: 1779130495.007959 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/gitops-implementation-patterns: + content_hash: 1fa6fb56f1879f95f9e642d71213ea84c04d652469a5fb6fc031427fe45cbe05 + health_score: 100.0 + last_checked: 1779130494.978577 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://www.redhat.com/en/blog/gitops-secret-management: + ai_summary: 'Compares two distinct GitOps approaches: Sealed Secrets (one-way asymmetric + client-side encryption) and External Secrets (pulling secrets dynamically via + controller from central cloud key managers).' + complexity: Intermediate + description: "- [Kubernetes External Secrets \U0001F31F](https://github.com/external-secrets/kubernetes-external-secrets)\ + \ Integrate external secret management systems with Kubernetes. Kubernetes External\ + \ Secrets allows you to use external secret management systems, like AWS Secrets\ + \ Manager or HashiCorp Vault, to securely add secrets in Kubernetes.\n - [thenewstack.io:\ + \ GoDaddy’s Project to Secure, Rotate Kubernetes Secrets \U0001F31F](https://thenewstack.io/godaddys-innovative-project-to-secure-and-rotate-kubernetes-secrets)" + hierarchy: + - Security + - Secrets Management + - GitOps Encryption + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: GitOps secret management with bitnami-labs Sealed Secret and GoDaddy Kubernetes + External Secrets 🌟 + v2_locations: + - devsecops.md + year: '2021' +https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management: + content_hash: 0932dd3c3198ee8c6b7166d303da2fdf337677ba479bfaea33a33c8145727e37 + health_score: 100.0 + last_checked: 1779130494.953272 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +? 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It highlights architectural + additions including Windows Container support, a revamped UI, and improved multi-tenant + namespace management. + complexity: Intermediate + content_hash: 160ab11a0ea5eaa91c81805279f24b9af755ff1d817c33a0ff8dfc4828655b08 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure Standards + - Container Registry + - Release Notes + is_microservice: false + language: English + last_checked: 1779029985.305773 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Quay 3.0 released in May 2019 + v1_locations: + - docs/registries.md + v2_locations: + - registries.md + year: N/A +https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image: + content_hash: 7f1ab4e90acf5f178c08c0c10e2eecc4a65b7160ce8e748326d77d3f9ff8e2a5 + description: '' + health_score: 100.0 + last_checked: 1779034318.816022 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Introducing the Red Hat Universal Base Image 🌟 + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certification: + ai_summary: Introduces Red Hat's framework for validating enterprise vulnerability + scanner engines. 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It explores how this chart streamlines the build-to-deploy + pipeline, highlighting native compilation support for Kubernetes targets. + complexity: Intermediate + description: '' + hierarchy: + - Application Delivery + - Helm + - Registries + is_microservice: true + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'openshift.com: Introducing the Quarkus Helm Chart' + v2_locations: + - helm.md + year: '2022' +https://www.redhat.com/en/blog/introduction-rhel-system-roles: + content_hash: 68e19d76021dd6eb8df7c2f51baf01761c66156e3ef11f625dbf52dd29fdb8a0 + description: '' + health_score: 100.0 + last_checked: 1779030981.47563 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Introduction to RHEL System Roles 🌟' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://www.redhat.com/en/blog/introduction-to-kraken-a-chaos-tool-for-openshift/kubernetes: + content_hash: 7018c5332195578bf56cf785b8ace239889b340b89176442d2c149b54cc0c71f + health_score: 100.0 + last_checked: 1779130494.960087 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/chaos-engineering.md + v2_locations: + - chaos-engineering.md +https://www.redhat.com/en/blog/is-your-operator-air-gap-friendly: + content_hash: 787314ccc2af95d859c7700710565f665564c411f13aaa35a0238f08c8cc72e1 + health_score: 100.0 + last_checked: 1779130495.02932 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-operators-controllers.md + v2_locations: + - kubernetes-operators-controllers.md +https://www.redhat.com/en/blog/it-automation-book: + content_hash: 622dd388d4e4582ae72d6bc81e87ddf6776813dc72340dd673096152e451d40e + health_score: 100.0 + last_checked: 1779130494.995576 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://www.redhat.com/en/blog/it-automation-training: + content_hash: 04db35124dc547562112dd220fe21947bbed9c5081636dcee9e9d54c0a927f73 + health_score: 100.0 + last_checked: 1779130495.007185 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md +https://www.redhat.com/en/blog/jenkins-pipelines: + ai_summary: 'Curator Insight: A high-level exploratory blog explaining the integration + benefits of Jenkins Pipelines inside OpenShift namespaces. + + Live Grounding: Focuses on explaining the fundamental differences between local + Jenkins setups and cloud-managed agent clusters run on Kubernetes worker nodes.' + complexity: Beginner + description: '' + hierarchy: + - Hybrid Cloud and Enterprise + - OpenShift + - Pipelines and CI CD + is_microservice: false + language: English + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Simply Explained: OpenShift and Jenkins Pipelines' + v2_locations: + - openshift-pipelines.md + year: '2019' +? https://www.redhat.com/en/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature +: content_hash: e19d5e07cf6f21e2ad781c3ab342bb1fd5620c41a298451508820fb0756681cb + health_score: 100.0 + last_checked: 1779130494.943702 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebuilds: + ai_summary: An engineering deep-dive into configuring automatic application rebuilds + in Red Hat OpenShift. It describes the design patterns where security patches + in base container images trigger CI/CD builds for downstream workloads. + complexity: Intermediate + description: '' + hierarchy: + - Enterprise Kubernetes + - Red Hat OpenShift + - Secure Pipelines + is_microservice: false + language: English + resource_type: Article + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'openshift.com: Keep Your Applications Secure With Automatic Rebuilds' + v2_locations: + - ocp4.md + - registries.md + year: '2020' +https://www.redhat.com/en/blog/kubernetes-1.21-grows-innovative-new-features: + content_hash: 0d6e5144d14a18af08ddb450e27f5190f696fe9bc9d389bce7cebe8bd5a531c0 + health_score: 100.0 + last_checked: 1779130494.999547 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.redhat.com/en/blog/kubernetes-basics-sysadmins: + content_hash: 854b96011d6697d9738798510fb8cdcde6ea62f8af5522a55fad4d3230d3228b + health_score: 100.0 + last_checked: 1779130495.00578 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.redhat.com/en/blog/kubernetes-cluster-laptop: + content_hash: be4fe20dfb57d91faf57ffc02fb950104e68de7a20fc3f4390e8f5926e0e4aba + health_score: 100.0 + last_checked: 1779130495.00522 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md v2_locations: - ocp4.md https://www.redhat.com/en/blog/kubernetes-components: + content_hash: a5a9f27744cb27ef231f4baa358a19c2a4f017b1067d37482215621d3df5e6d0 health_score: 100.0 last_checked: 1779130494.994496 - content_hash: a5a9f27744cb27ef231f4baa358a19c2a4f017b1067d37482215621d3df5e6d0 - v1_locations: - - docs/kubernetes.md needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md v2_locations: - kubernetes.md -https://first-web-scraper.readthedocs.io/en/latest: +https://www.redhat.com/en/blog/kubernetes-hierarchical-namespaces: + content_hash: 87339c19cae3d6f169cd43a84e1b09bf99a31ff5ef85b33ab9e470e2e2fdb433 health_score: 100.0 - last_checked: 1779130494.970564 - content_hash: 47384c5ec203dc5773b6b875e3f872947a987c7c2ad1d4b39efb03f868448da1 + last_checked: 1779130494.958183 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.redhat.com/en/blog/kubernetes-ingress-vs-openshift-route: + content_hash: 297385c9e1b256ae891332f63cd0842e84a97373a97bf4f86ce6083169bcda72 + health_score: 100.0 + last_checked: 1779130494.978957 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/openshift.md + v2_locations: + - openshift.md +https://www.redhat.com/en/blog/kubernetes-is-removing-docker-support-kubernetes-is-not-removing-docker-support: + content_hash: 4fa61df1c21e7a08e73a098cf22d465dcfaa019a7174e86a61e65c5b185bfb72 + health_score: 100.0 + last_checked: 1779130494.934902 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.redhat.com/en/blog/kubernetes-meets-event-driven-ansible: + content_hash: 3c6285a5c60757cf2e0412cb65839975b5c3e001a577ad25aaebe7e0f05ac3dc + health_score: 100.0 + last_checked: 1779130494.922436 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/kubernetes-pods-life: + content_hash: eb120476a7d430eaa008e197cd30a5bed86b288d8e90453953eb1ffbf9602797 + health_score: 100.0 + last_checked: 1779130494.975067 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp3.md + v2_locations: + - ocp3.md +https://www.redhat.com/en/blog/kubespray-deploy-kubernetes: + ai_summary: An introductory conceptual article published on Red Hat's blog explaining + how Kubespray leverages Ansible to deploy and manage cluster lifecycles. Discusses + deployment target flexibility and explains why it serves as a powerful alternative + for enterprise on-premises platforms. + complexity: Intermediate + description: '' + hierarchy: + - Infrastructure + - Cluster Provisioning + - Kubespray Guides + is_microservice: false + language: English + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: An introduction to Kubespray' + v2_locations: + - kubernetes-on-premise.md + year: '2020' +https://www.redhat.com/en/blog/lets-monitor-edge-computing-networks-rhel: + content_hash: 6c8e6767b713546477c21ae1c399494ac25368a5b7730745af6ae91f62e77d38 + description: '' + health_score: 100.0 + last_checked: 1779030706.588871 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Let’s monitor edge computing networks with RHEL!' + v1_locations: + - docs/edge-computing.md + v2_locations: + - edge-computing.md + year: N/A +https://www.redhat.com/en/blog/leveraging-the-crunchy-postgresql: + content_hash: 44d9dc5b0c4bee3e15fb9dd93917cdd67301b52385fc2c4c0eb8159abba97ca7 + health_score: 100.0 + last_checked: 1779130495.004924 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/crunchydata.md + v2_locations: + - crunchydata.md +https://www.redhat.com/en/blog/linux-commands-manage-groups: + ai_summary: Curator Insight outlines essential CLI group administration methods. + Live Grounding reinforces that secure host configurations require rigid, automated + RBAC configurations, which depend heavily on programmatic group boundaries. Critical + knowledge for writing system deployment playbooks. + complexity: Beginner + description: '' + hierarchy: + - Security and Identity + - Access Control + - User Management + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: 3 basic Linux group management commands every sysadmin should + know' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/linux-pid-namespaces: + ai_summary: An elegant, system-level explanation of PID namespaces from Red Hat + engineers. Demonstrates how host process identifiers map down into isolated container + layers, establishing safe sandbox boundaries. + complexity: Advanced + description: '' + hierarchy: + - Infrastructure + - Containerization + - Kernel Internals + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: How Linux PID namespaces work with containers 🌟 + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/linux-security-usability: + ai_summary: Discusses balancing secure Linux kernel configurations with everyday + developer usability. Explores SELinux execution modes, capabilities manipulation, + and baseline security standards applicable to Kubernetes node hosts. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Hardening + - OS Security + is_microservice: false + language: English + resource_type: Technical Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'redhat.com: Balancing Linux security with usability' + v2_locations: + - devsecops.md + year: '2020' +https://www.redhat.com/en/blog/log4shell-practical-mitigations-and-impact-analysis: + ai_summary: An extensive Red Hat guide analyzing the architecture of Log4Shell exploits. + Details mitigations within Red Hat Enterprise Linux and OpenShift environments, + focusing on JVM parameter adjustments and runtime security filters. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Native Security + - Vulnerability Management + - Log4Shell + is_microservice: false + language: en + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'cloud.redhat.com: Log4Shell: Practical Mitigations and Impact Analysis of + the Log4j Vulnerabilities' + v2_locations: + - devsecops.md + year: '2021' +https://www.redhat.com/en/blog/managed-kubernetes-architects: + ai_summary: Strategic overview from Red Hat outlining what technical architects + must consider regarding portability, vendor lock-in, and operational boundaries + when adopting cloud-managed Kubernetes. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Infrastructure + - Orchestration + - Managed Kubernetes + is_microservice: false + language: en + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: What architects need to know about managed Kubernetes' + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2021' +https://www.redhat.com/en/blog/meet-single-node-openshift-our-smallest-openshift-footprint-edge-architectures: + content_hash: 1f3cc597a6fcb914e8f80c2dcfddcccb64b4a19ba4acb63c609e8ed233599ba7 + description: '' + health_score: 100.0 + last_checked: 1779030192.843759 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Meet single node OpenShift: Our newest small OpenShift footprint'' + for edge architectures' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://www.redhat.com/en/blog/metrics-driven-pod-constraints: + content_hash: 75a0a90185f7583719d53c9b5caa529ef85d89ecc0cb54fd5d61dab6d2faeb4e + health_score: 100.0 + last_checked: 1779130495.011034 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/grafana.md + v2_locations: + - grafana.md +https://www.redhat.com/en/blog/metro-area-openshift-stretch-cluster-how-to-survive-an-outage-and-live-to-tell-about-it: + content_hash: 446ed38bb66e658899a1dd98cc87aa16f5312296ce5ce5dc35256d137cdf6d11 + health_score: 100.0 + last_checked: 1779130494.940558 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp3.md + v2_locations: + - ocp3.md +https://www.redhat.com/en/blog/migrating-your-applications-to-openshift-4: + content_hash: c51449f797c95747a35a84a94a46d643e9e4f261a22ef7e3b4b94c4db76f380e + health_score: 100.0 + last_checked: 1779130494.970908 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/modern-application-development-with-kong-konnect-enterprise-and-red-hat-openshift: + content_hash: 36ad9128b44c74b05c4e0f061f5d0ac193ac8abfdefcb6a9c930e68c2e0461ec + health_score: 100.0 + last_checked: 1779130495.014253 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/developerportals.md + v2_locations: + - developerportals.md +https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus: + ai_summary: A technical tutorial on integrating Apache Airflow orchestration endpoints + with Prometheus. Illustrates how to pull scheduler workloads, active runner pools, + and pipeline errors into centralized monitoring systems. + complexity: Intermediate + content_hash: c0fe1907b72beb64911180d0c396a89552a2dda7fccdd2b7117a5ca8af54665f + description: '' + health_score: 100.0 + hierarchy: + - Orchestration and Workflow + - Data Pipelines + - Apache Airflow + - Monitoring + is_microservice: false + language: English + last_checked: 1779034049.350593 + needs_ai_refresh: true + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Monitoring Apache Airflow using Prometheus' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.redhat.com/en/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator: + content_hash: c70063ca56fec88bcc830b0ba823dfddf8c39274726713c4903c78cdd12d225d + health_score: 100.0 + last_checked: 1779130494.968478 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh: + content_hash: 1cdc8f41f808665b2cc0c64be2dd64a666c6483e6f187430297690d0d3fb7afa + health_score: 100.0 + last_checked: 1779130494.972261 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +? https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3 +: ai_summary: An SRE guide on collecting service mesh metrics within OpenShift, showing + how to capture telemetry signals across complex distributed setups. + complexity: Advanced + description: '' + hierarchy: + - Cloud Infrastructure + - Service Mesh + - Red Hat Integrations + is_microservice: true + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'openshift.com: Monitoring Services like an SRE in OpenShift ServiceMesh'' + Part 2: Collecting Standard Metrics 🌟' + v2_locations: + - istio.md + year: '2020' +https://www.redhat.com/en/blog/mssql-linux-easy: + content_hash: 76f27cfd2ea50ea32c2dfc14d1ee85d4964842f2de909fb79c15e25d8cc99834 + health_score: 100.0 + last_checked: 1779130494.941315 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/multi-cluster-kubernetes-architecture: + content_hash: c7ac5bdcdbfe657b808ea09e467bd8e14cc0c92fa37aa53703df913df23229a7 + health_score: 100.0 + last_checked: 1779130495.006537 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.redhat.com/en/blog/network-policies-controlling-cross-project-communication-on-openshift: + content_hash: d2f0cdd8de000aca30383904f7c5823b50a12b201b2099d5eeb2b585f22bef4e + health_score: 100.0 + last_checked: 1779130494.985487 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md +https://www.redhat.com/en/blog/network-traffic-control-containers-red-hat-openshift: + content_hash: 3d6c68504a06f0f73eaf3d5d16a6c32098323e1d48654795dc6e11fdc87f698d + description: '' + health_score: 100.0 + last_checked: 1779029138.378881 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Network traffic control for containers in Red Hat OpenShift'' + 🌟' + v1_locations: + - docs/ocp4.md + - docs/openshift.md + v2_locations: + - ocp4.md + year: N/A +https://www.redhat.com/en/blog/new-kubernetes-operatorhub-red-hat-openshift-enable-hybrid-cloud-flexibility-enterprises: + content_hash: 69b4194669483e26685c43b980ec37f4e3c29c1db6c4b07f666d5afeea9da6e6 + health_score: 100.0 + last_checked: 1779033640.205424 + v1_locations: + - docs/ocp4.md +https://www.redhat.com/en/blog/new-podman-secrets-command: + content_hash: 6f691f380134d39a7bee41e04feb258309851ad6574ec83b436a03532a378f59 + health_score: 100.0 + last_checked: 1779130495.03182 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.redhat.com/en/blog/nmap-scripting-engine: + ai_summary: Curator Insight introduces the advanced capabilities of the Nmap Scripting + Engine (NSE) for automating network tests. Live Grounding highlights its continuous + usage in automated vulnerability scanning pipelines to check infrastructure boundaries + for exposed ports and software weaknesses. Crucial for active DevSecOps defenses. + complexity: Advanced + description: '' + hierarchy: + - Security and Identity + - Network Security + - Vulnerability Auditing + is_microservice: false + language: English + resource_type: Tutorial + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'redhat.com: 5 scripts for getting started with the Nmap Scripting Engine' + v2_locations: + - linux.md + year: '2021' +? https://www.redhat.com/en/blog/ocp-disaster-recovery-part-3-recovering-an-openshift-4-ipi-cluster-with-the-loss-of-two-master-nodes +: content_hash: efe7b9de17543660a6506f6472a92e7aaff963e305d3b61b7d1b3cf827324b08 + health_score: 100.0 + last_checked: 1779130495.004744 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/one-line-linux-commands: + ai_summary: Curator Insight lists 20 high-value shell one-liners for quick system + manipulation. Live Grounding reinforces that mastering shell pipeline compounding + speeds up incident resolution times for support and infrastructure operations + teams. 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'[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/red-hat-openshift-4.8-is-now-generally-available: + content_hash: 7269c352d58bf0c99a42dae698b9920e7108f9adb53caf291abda3c6790cb80f + health_score: 100.0 + last_checked: 1779130494.972131 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/red-hat-openshift-4.9-is-now-generally-available: + content_hash: 15d2c36c4c9ca14fa38f539d887dc33366a2ba8c2f9de4a10db28a365e409496 + health_score: 100.0 + last_checked: 1779130494.987472 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-kubernetes-native-technologies-helm: + ai_summary: Red Hat blog announcing extended, first-class Helm integration in OpenShift. + Discusses Console-level management of Helm charts, ensuring enterprise-compliant + application lifecycles. + complexity: Intermediate + content_hash: 783bd331c96c53eb27ed42fcea64eae01ef8aef032c16194a0ae6a3c8c58568b + description: '' + health_score: 100.0 + hierarchy: + - Application Delivery and GitOps + - Package Management + - OpenShift Integration + is_microservice: false + language: English + last_checked: 1779031103.313024 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'redhat.com: Red Hat OpenShift Certification extends support for Kubernetes-native'' + technologies with Helm 🌟' + v1_locations: + - docs/helm.md + v2_locations: + - helm.md + year: N/A +https://www.redhat.com/en/blog/red-hat-openshift-dedicated-price-reduction: + content_hash: b0767e3785373b12dc805d44ed2c516783f3fb830476f4bdc9d123d136efb0d9 + description: '' + health_score: 100.0 + last_checked: 1779031535.485359 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Red Hat OpenShift Dedicated price reduction: Price lowered by 75% on average,'' + SLA improved to 99.95% 🌟' + v1_locations: + - docs/openshift.md + v2_locations: + - openshift.md + year: N/A +https://www.redhat.com/en/blog/red-hat-openshift-installation-process-experiences-on-ibm-z-linuxone: + content_hash: b6eac4191a7fbf8c6a5b8d7fa9c3234e7f62007b53611e81901d02ec2dfe09ce + health_score: 100.0 + last_checked: 1779130494.939536 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ibm_cloud.md + v2_locations: + - ibm_cloud.md +https://www.redhat.com/en/blog/red-hat-openshift-service-aws-hosted-control-planes-now-available: + content_hash: 7613e2699246c6702800fe7f53fda43f7290b18d42dfe389cfcc9c62e10573fd + description: '' + health_score: 100.0 + last_checked: 1779034134.675006 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Red Hat OpenShift Service on AWS with hosted control planes'' + now available' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-what-you-should-know: + ai_summary: Announces OpenShift Service Mesh, bringing together Istio, Kiali, and + Jaeger to provide an integrated, preconfigured microservices security and monitoring + workspace. + complexity: Advanced + description: '' + hierarchy: + - Cloud Infrastructure + - Service Mesh + - Red Hat Integrations + is_microservice: true + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What + you should know 🌟' + v2_locations: + - ocp4.md + - istio.md + year: '2019' +https://www.redhat.com/en/blog/redefining-possibilities-it-automation-across-your-ecosystem-red-hat-partners: + content_hash: 68a7b655a90e409a985017b4041cc91acab99ae915b26f692fad9c2f0d63593e + description: '' + health_score: 100.0 + last_checked: 1779029969.973246 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Redefining the possibilities of IT automation across your ecosystem'' + with Red Hat partners' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://www.redhat.com/en/blog/remote-debugging-java-applications-openshift: + content_hash: 17d981e31616c3276004d270b259bb14b5844cb891db39213c30c8c28ecb692d + health_score: 100.0 + last_checked: 1779130494.947765 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://www.redhat.com/en/blog/renewed-thrill-ansible: + content_hash: 23af71f58036776570eee917bddc4c6b079c5c6ee189cebc3c0483054b1b18f9 + health_score: 100.0 + last_checked: 1779130494.95888 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/replace-docker-podman-mac-revisited: + content_hash: c3a52f03e9d961437a2f328ed52126fd3f6ac959ed28b89b0fdbf76acef28448 + health_score: 100.0 + last_checked: 1779130494.929934 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.redhat.com/en/blog/replace-docker-podman-macos: + content_hash: 69b0b1334bd0c403cdbb989ea44e025819ec6ff4d4cd55630ad1eb818e17b7c7 + health_score: 100.0 + last_checked: 1779130495.002555 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.redhat.com/en/blog/reverse-proxy-ansible: + content_hash: dc6c073214479ce5d3faf928970425dec2c97195a4e3a9d638604263efa67a62 + health_score: 100.0 + last_checked: 1779130495.015691 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/rook-ceph-storage-operator-now-operatorhubio: + content_hash: f26e971c1e658702a0fc51c28febae29ede437cc83642b86ba386e05e05c84be + health_score: 100.0 + last_checked: 1779032076.940276 + v1_locations: + - docs/kubernetes-storage.md + - docs/ocp4.md +https://www.redhat.com/en/blog/rootless-podman-nfs: + content_hash: 27ac87de6f8c2aaafed780724af5e86cd24f4bbda5e5049e1f244be22d64d5f0 + health_score: 100.0 + last_checked: 1779130494.943979 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/sandboxed-containers-operator-from-zero-to-hero-the-hard-way-part-2: + content_hash: 0282c326165a659b437baeabb3ea3312ce1c1f94f02521e9532cc0c738a55059 + health_score: 100.0 + last_checked: 1779130494.967241 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md +? https://www.redhat.com/en/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage +: content_hash: 5761581bc99f359698c1c75c9203d74d17ed54d3562a0d4060324b025015fccb + health_score: 100.0 + last_checked: 1779130494.970154 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/scaling-java-containers: + ai_summary: Explores container resource limit considerations for Java workloads. + Details memory calculation adjustments (Heap vs Non-Heap) to prevent OOMKills. + complexity: intermediate + description: '' + hierarchy: + - Runtime Optimizations + - Kubernetes Tuning + - JVM in Containers + is_microservice: true + language: en + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'blog.openshift.com: Scaling Java Containers 🌟' + v2_locations: + - java-and-java-performance-optimization.md + year: '2021' +https://www.redhat.com/en/blog/schema-registry: + ai_summary: Analyzes the operational role of schema registries in maintaining system + stability. Highlights how decoupled producers and consumers leverage registries + for backward and forward schema compatibility, protecting distributed microservices + from payload parsing errors. + complexity: Intermediate + description: '' + hierarchy: + - Data Architecture + - Schema Governance + - Microservices Design Patterns + is_microservice: true + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Using a schema registry to ensure data consistency between microservices' + v2_locations: + - message-queue.md + year: '2021' +https://www.redhat.com/en/blog/signing-and-verifying-container-images: + ai_summary: Examines methodologies for cryptographic validation of container image + signatures before registry dispatch. Focuses on using automated key management + infrastructure to construct tamper-proof container pipelines within enterprise + clusters. + complexity: Advanced + description: '' + hierarchy: + - Cloud Native Security + - Supply Chain Security + - Image Signing + is_microservice: false + language: en + resource_type: blog + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'openshift.com: Signing and Verifying Container Images 🌟' + v2_locations: + - devsecops.md + year: '2021' +https://www.redhat.com/en/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift: + content_hash: aa6eae8d1717e5a0f4ef9a749305cb97de2c9bc4be301cfedc41a8653a0f03a2 + health_score: 100.0 + last_checked: 1779130494.946375 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.redhat.com/en/blog/simplifying-database-cloud-service-access: + content_hash: f09d59a1b21ef94b31215f869a30e4a4bf4c398571e7f7057b1ec318d7f5c992 + health_score: 100.0 + last_checked: 1779130494.928875 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/databases.md + v2_locations: + - databases.md +https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering-workflow-must-gather-operator: + content_hash: 9b2dbcea5e54252e592bf2d5a6b4b0be54ad569dcb46012b2a60ebbbdc741c14 + health_score: 100.0 + last_checked: 1779130495.032244 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +? https://www.redhat.com/en/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform?sc_cid=7015Y000003t7aWQAQ +: ai_summary: Demonstrates how Ansible Playbooks natively resolve access tokens and + host credentials dynamically from CyberArk Conjur Secrets Manager, preventing + configuration leakage. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Secrets Management + - Enterprise Platforms + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'ansible.com: Simplifying secrets management with CyberArk and Red Hat Ansible + Automation Platform' + v2_locations: + - devsecops.md + year: '2022' +https://www.redhat.com/en/blog/sizing-applications-in-kubernetes: + content_hash: 2cb3b443aaa2831bf14719f5225df77ee71279d4d82c818a953cd92dbdcb2c77 + health_score: 100.0 + last_checked: 1779130494.9718 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.redhat.com/en/blog/software-packages-ansible: + content_hash: 5454a52b7dd422adb0f57e48b2e6ad43a54b630cecac792a482f68cdc9edae83 + health_score: 100.0 + last_checked: 1779130494.940857 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/sso-integration-for-the-openshift-gitops-operator: + content_hash: 59bc13cd36077b423f2bfbc23004baaf5fe9188f49ae4bb148a54046c1398ce5 + health_score: 100.0 + last_checked: 1779130494.972653 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.redhat.com/en/blog/start-learning-kubernetes: + content_hash: e8fed618071d5d7a051e39bc1e42652f5987f3a49bcafa81275e03c9e4d6c670 + health_score: 100.0 + last_checked: 1779130494.983161 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.redhat.com/en/blog/state-kubernetes-security: + ai_summary: This Red Hat analysis outlines prevalent vulnerabilities, configuration + errors, and runtime threats observed in enterprise container environments. Curator + insight focuses on the dominance of misconfigurations as the primary cause of + security incidents. Live grounding demonstrates that software supply chain issues + and runtime security are increasingly challenging for modern enterprises. + complexity: Beginner + content_hash: c8198bafcc14a4125dc39be68b7d70bbe1bbf9a87642309367c57ab04bf1b8cd + description: '' + health_score: 100.0 + hierarchy: + - Security + - Industry Reports + - Threat Landscape + is_microservice: false + language: en + last_checked: 1779030658.73355 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: The State of Kubernetes Security' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://www.redhat.com/en/blog/state-of-openshift-container-storage-eran-tamir-and-duncan-hardie-red-hat: + content_hash: 0cb954c021dae2c2b1807469afa06577ca6c907706ab08eb6d03d09ac7693a06 + health_score: 100.0 + last_checked: 1779130495.00544 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-storage.md + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/stateful-workloads-and-the-two-data-center-conundrum: + content_hash: d218d55c7a654e34ca34d29e77ff682be24c471e60a0ef2cf3c20b5e3f4a2a30 + health_score: 100.0 + last_checked: 1779130494.937442 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp3.md + v2_locations: + - ocp3.md +https://www.redhat.com/en/blog/strategies-for-moving-.net-workloads-to-openshift-container-platform: + content_hash: fb8e5ed5363d5408ff594c76d1e15462a3b049e021e7275885ea9b9ceb174110 + health_score: 100.0 + last_checked: 1779130495.020681 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/sysadmin-essentials-networking-basics: + ai_summary: Introductory article outlining critical IP routing, DNS resolution, + and interface configurations required for Linux system administration. Discusses + core diagnostic tools including ip, nmcli, and local routing tables. + complexity: Basic + description: '' + hierarchy: + - Networking + - Network Fundamentals + - Sysadmin Essentials + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: Learn the networking basics every sysadmin needs to know' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/tackle-application-modernization: + content_hash: 58ddef0d2f81f76eaad2b73e12337d0cea15a9acc7f4cbf69af0ea9957cd3a51 + health_score: 100.0 + last_checked: 1779130495.023802 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md +https://www.redhat.com/en/blog/tcpdump-part-one: + ai_summary: A diagnostic guide to filtering options within tcpdump to capture specific + network traffic. Details how to filter by host, port, protocol, and interface + to troubleshoot networking issues efficiently. + complexity: Intermediate + description: '' + hierarchy: + - Networking + - Network Monitoring + - Packet Analysis + is_microservice: false + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: 6 tcpdump network traffic filter options' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/tech-preview-get-visibility-into-your-openshift-costs-across-your-hybrid-infrastructure: + content_hash: 9b82aa6438abb9af45cc5e2aaccc5fef128a3c83a6e7d3f92c53c1c6973ce4f2 + health_score: 100.0 + last_checked: 1779130494.98057 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/the-hidden-dangers-of-terminating-namespaces: + content_hash: 30a86dfa4a9c83831ecc7b471badf50b4afc8d0ebb7f08560f8b86cb6a9a6c5a + health_score: 100.0 + last_checked: 1779130494.973871 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.redhat.com/en/blog/top-10-ansible-blogs-2022?sc_cid=7015Y000003t7aWQAQ: + content_hash: 0233d83910bd391c9e155e84d9f7aa7064591b24bd7a6174d7813e56ef37fc7b + health_score: 100.0 + last_checked: 1779130494.928867 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/top-10-most-used-open-practice-library-concepts: + content_hash: 24fb881ee828db51375e68baa86dadb7005fa73e5aa85cef2c485113e31c6fda + health_score: 100.0 + last_checked: 1779031927.937366 + v1_locations: + - docs/index.md +https://www.redhat.com/en/blog/top-kubernetes-operators-advancing-across-the-operator-capability-model: + content_hash: 993e2fa33896f5740e0146e0a62eb6d1cf8279c1fdcc18cd36090b1e7e536c01 + health_score: 100.0 + last_checked: 1779130494.991421 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/top-open-source-kubernetes-security-tools-of-2021: + ai_summary: A strategic overview of outstanding open-source Kubernetes protection + mechanisms. Summarizes and contrasts the deployment use-cases for prominent systems + focused on static verification, policy governance, and kernel monitoring. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Native Security + - Supply Chain Security + - Security Tooling + is_microservice: false + language: en + resource_type: blog + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'cloud.redhat.com: Top Open Source Kubernetes Security Tools of 2021 🌟🌟' + v2_locations: + - devsecops.md + - kubernetes-security.md + year: '2021' +https://www.redhat.com/en/blog/topology-aware-scheduling-in-kubernetes-part-1-the-high-level-business-case: + content_hash: baa58398dd81a48528ab8e6a434834f7756a4385f728a2209e526171027ddd07 + health_score: 100.0 + last_checked: 1779130494.929756 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.redhat.com/en/blog/topology-awareness-in-kubernetes-part-2-dont-we-already-have-a-topology-manager: + content_hash: 67573f3327fc67330d03721fba95d241a29ef7c41adf99cc5330860f895764b2 + health_score: 100.0 + last_checked: 1779130494.969296 + needs_ai_refresh: true + v1_locations: + - docs/kubernetes.md +https://www.redhat.com/en/blog/troubleshoot-ansible-playbooks: + content_hash: cccc2f49c52111164215aeb7b6b745442ca88345edd5520e804e247ac01b2571 + health_score: 100.0 + last_checked: 1779130495.001604 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/troubleshooting-openshift-network-performance-with-a-netperf-daemonset: + content_hash: 772403cbe3285258ffa46fd40433223e42a1dac1b53530f5f3027f4408c31b81 + health_score: 100.0 + last_checked: 1779130494.981533 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/openshift.md + v2_locations: + - openshift.md +https://www.redhat.com/en/blog/understanding-gitops: + content_hash: 7d1d2df13aa70d73d36e2f3275928efef0d2ae12efaf22a8669e394b93bc6c17 + health_score: 100.0 + last_checked: 1779130494.950211 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/gitops.md + v2_locations: + - gitops.md +https://www.redhat.com/en/blog/understanding-service-accounts-sccs: + content_hash: 9e2ffee4111cb1de8b710408611a969a05d7b7a2ea2f816181e6ea6dbf5c3619 + health_score: 100.0 + last_checked: 1779130494.958404 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/crunchydata.md + v2_locations: + - crunchydata.md +https://www.redhat.com/en/blog/understanding-yaml-ansible: + ai_summary: Curator Insight provides deep-dive patterns for writing production-grade + YAML configurations customized for Red Hat Ansible automation. Live Grounding + integrates standard syntax validation pipelines, demonstrating the use of yamllint + within CI/CD pipelines to enforce style consistency and prevent runtime execution + failures. + complexity: Intermediate + description: '' + hierarchy: + - Platform Engineering + - Configuration Syntax + - Infrastructure as Code + is_microservice: false + language: English + resource_type: Blog Post + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'redhat.com: Understanding YAML for Ansible. Validating YAML files with YAMLlint + 🌟' + v2_locations: + - yaml.md + year: '2020' +https://www.redhat.com/en/blog/using-asciinema: + ai_summary: A Red Hat operational guide to asciinema, showing how to capture high-fidelity + terminal interactions. It demonstrates sharing copy-pasteable CLI walkthroughs + instead of bloated video files. + complexity: Beginner + description: '' + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - Terminal Sharing and Logging + is_microservice: false + language: English + resource_type: Tutorial + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'redhat.com: How to record your Linux terminal using asciinema' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline: + ai_summary: Evaluates strategies for building rootless, secure continuous integration + pipelines using Red Hat's Podman. Contrasts Podman's daemonless security with + Docker's privileged execution models to prevent pipeline takeover attacks. + complexity: Intermediate + content_hash: 74ac4a2e2ca7417a5e176823a20260e5f6ae0ec7a79270587d44b52f55a2496e + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - CI/CD Pipeline Security + - Podman + is_microservice: false + language: English + last_checked: 1779030350.297071 + needs_ai_refresh: true + resource_type: Technical Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: Build trusted pipelines/Guards with Podman containers + v1_locations: + - docs/container-managers.md + - docs/devsecops.md + v2_locations: + - devsecops.md + - container-managers.md + year: N/A +https://www.redhat.com/en/blog/using-openshift-3-on-your-local-environment: + content_hash: 78b0ba6fe452dc28db2c6d60c2a21a7b0825f2ab8f7918d91258e4703fe50774 + health_score: 100.0 + last_checked: 1779130495.015601 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp3.md + v2_locations: + - ocp3.md +https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes: + ai_summary: Outlines deployment strategies of Red Hat Advanced Cluster Security + (RHACS) directly into Tekton-based OpenShift Pipelines. Demonstrates early container + image scanning, compliance validations, and proactive security gate blocking. + complexity: Advanced + description: '' + hierarchy: + - Red Hat OpenShift + - Security + - Continuous Delivery Security + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'openshift.com: Using OpenShift Pipelines to Automate Red Hat Advanced Cluster + Security for Kubernetes' + v2_locations: + - openshift-pipelines.md + year: '2021' +? https://www.redhat.com/en/blog/using-vpc-peering-to-connect-an-openshift-service-on-an-aws-rosa-cluster-to-an-amazon-rds-mysql-database-in-a-different-vpc +: content_hash: 07e09a6b08180969b9411cc34eebd390ad3601ae4540a376fb49e0a0040338a8 + health_score: 100.0 + last_checked: 1779130494.970755 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md +https://www.redhat.com/en/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa: + content_hash: 2b0550aab77392410b47e4ef17f6fc9c268ecadcc40e29668a6869c85fbf8c6b + health_score: 100.0 + last_checked: 1779130494.929019 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-backup-migrations.md + v2_locations: + - kubernetes-backup-migrations.md +https://www.redhat.com/en/blog/vim-commands: + ai_summary: An authoritative training manual by Red Hat for developers and sysadmins + looking to master vim. It reviews navigation tricks, buffer registers, and search-and-replace + regular expressions to maximize edit speed. + complexity: Intermediate + description: '' + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - Text Editors + is_microservice: false + language: English + resource_type: Tutorial + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'redhat.com: Vim: Basic and intermediate commands' + v2_locations: + - linux.md + year: '2021' +https://www.redhat.com/en/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization: + content_hash: de0e54465535d61aa2697159c5c8d0b135ae15acaa6ac75a8dbe09e00516d14f + health_score: 100.0 + last_checked: 1779130495.033273 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.redhat.com/en/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift: + content_hash: 6c73e0aa7096e0205ce2389ee8665dea0b4c242d398396827dc293b52ad81786 + health_score: 100.0 + last_checked: 1779130494.974129 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/visual-studio.md + v2_locations: + - visual-studio.md +https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-controller?sc_cid=7015Y000003t7aWQAQ: + content_hash: 15dadecc89f6b78542810c4d8b3ee8fcca306a55c9f74e011017339ee06d3af5 + health_score: 100.0 + last_checked: 1779130494.935518 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/blog/why-and-when-you-need-to-consider-openshift-serverless: + content_hash: 2f79d91bca04e91c3853c9792e902a8d4c2ce1850c898f286593b581adf86299 + health_score: 100.0 + last_checked: 1779130494.975126 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/serverless.md + v2_locations: + - serverless.md +https://www.redhat.com/en/blog/why-red-hat-investing-cri-o-and-podman: + content_hash: 49eddf55ba13b93dbc8b2cf8befe5d3f469163bacfe85523d0c194123847596d + health_score: 100.0 + last_checked: 1779130495.028764 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md +https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-your-linux-containers: + ai_summary: A deep technical analysis of Multi-Category Security (MCS) in Linux + containers managed by SELinux. Explains how kernel-level category labels prevent + container breakouts from accessing filesystem zones belonging to other active + container runtimes. + complexity: Advanced + content_hash: cf9894d62625a23ab9ec17f8989dc4a47406f795e665e0534d49c2b54f5a7564 + description: '' + health_score: 100.0 + hierarchy: + - Platform Security + - Host Hardening + - SELinux + is_microservice: false + language: English + last_checked: 1779030934.537099 + needs_ai_refresh: true + resource_type: Technical Blog + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: Why you should be using Multi-Category Security (MCS) for your Linux containers + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.redhat.com/en/blog/world-domination-cgroups-part-8-down-and-dirty-cgroup-v2: + ai_summary: An elite technical exploration of Linux control groups (cgroups v2) + system architecture. It outlines how cgroups control memory, IO, and CPU isolation, + providing the foundational architectural plumbing used by modern container engines + like Docker and Kubernetes. + complexity: Advanced + content_hash: dff4160302f104c1fb700cdbe917dde0e36e71e56c1e46f51765b1a12fbebd77 + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - Kernel Subsystems and Containerization + is_microservice: false + language: English + last_checked: 1779034173.338787 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'redhat.com: World domination with cgroups part 8: down and dirty with cgroup'' + v2' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.redhat.com/en/blog/writing-customized-reports-using-metering-operator: + content_hash: fe495f078cdba2e4104d8fe1d402e05490a67430ab6c3e07a7ebdf46473a67ea + health_score: 100.0 + last_checked: 1779130494.960494 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.redhat.com/en/blog/yaml-beginners: + ai_summary: Curator Insight outlines foundational YAML parsing structures and common + formatting pitfalls for system administrators. Live Grounding emphasizes the extreme + sensitivity of YAML to whitespace indentation and key-value naming patterns. An + excellent starting point for software engineers pivoting to infrastructure-as-code. + complexity: Beginner + description: '' + hierarchy: + - Platform Engineering + - Configuration Syntax + - YAML Foundations + is_microservice: false + language: English + resource_type: Blog Post + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'redhat.com: YAML for beginners' + v2_locations: + - yaml.md + year: '2021' +https://www.redhat.com/en/blog?f[0]=taxonomy_blog_post_category_tid:107161&f[1]=taxonomy_topic_tid:75521: + content_hash: a1d207ebd34f5020548ec7c126333cd6e4b8e2972923e205dc42623b468d52e5 + health_score: 100.0 + last_checked: 1779130495.022582 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ocp3.md + v2_locations: + - ocp3.md +https://www.redhat.com/en/engage/ansible-automation-platform-beginners-guide-ebook: + content_hash: 4f35f21db4ae19b7b5145f9bb0eef3a9a3e51d0e906aece430d76b849f047a47 + health_score: 100.0 + last_checked: 1779130494.945175 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +? https://www.redhat.com/en/engage/automated-enterprise-e-book?sc_cid=7013a0000034fMwAAI&dclid=COKjiau-upQDFXLuKAUdouAGMQ&gad_source=7 +: content_hash: 6b668dc8416c34407848954263402d444993724639af0f4f3c5c27b442ed5ac1 + health_score: 100.0 + last_checked: 1779130495.022904 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md +https://www.redhat.com/en/engage/automated-enterprise-ebook-20171107: + content_hash: 95ee8f9ec0777b310def9dcf65e675c8432bb47034da7703c5612db7d768d71b + description: '' + health_score: 100.0 + last_checked: 1779033715.733218 + stars: 0 + status: online + title: 'redhat.com: The Automated Enterprise' + v1_locations: + - docs/ansible.md + year: N/A +https://www.redhat.com/en/engage/kubernetes-containers-architecture-s-201910240918: + health_score: 80.0 + last_checked: 1779030986.814474 + v1_locations: + - docs/kubernetes.md +https://www.redhat.com/en/engage/open-practice-library-ebook: + content_hash: 5e8bf7d4a1c85ff2114214210d97cb11b6387080aa8dd04d745685444afe69a2 + description: '' + health_score: 100.0 + last_checked: 1779033794.900374 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Transformation takes practice + v1_locations: + - docs/cheatsheets.md + v2_locations: + - cheatsheets.md + year: N/A +https://www.redhat.com/en/livestreaming: + content_hash: 099aab0b80d62215aac8f2a001d08c492dbb74f3f0aedf77163037096af7b1fe + health_score: 100.0 + last_checked: 1779130494.988165 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/openshift.md + v2_locations: + - openshift.md +https://www.redhat.com/en/products/application-foundations: + ai_summary: Red Hat's enterprise-grade, distributed integration platform, heavily + utilizing Apache Camel, ActiveMQ, and CXF. 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El autor describe + los comandos de clonaciΓ³n profunda, la preservaciΓ³n de metadatos histΓ³ricos de + Git y la gestiΓ³n de ramas. 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'[COMMUNITY-TOOL]' + v1_locations: + - docs/dotnet.md + v2_locations: + - dotnet.md +https://www.syncfusion.com/blogs/post/10-best-c-nuget-packages-to-improve-your-productivity-in-2022.aspx: + content_hash: e00e2605a52ed6eef79abe76bd000d21c0bc6be395159fdf486d9d9e6c8d09d6 + description: '' + health_score: 100.0 + last_checked: 1779032288.119633 + stars: 0 + status: online + title: 'syncfusion.com: 10 Best C# NuGet Packages to Improve Your Productivity in'' + 2022' + v1_locations: + - docs/dotnet.md + year: N/A +https://www.synopsys.com/blogs/software-security/integrating-automated-ast-tools: + content_hash: caaf881593b80e012688eface2bb8cd4cb6b5ac0f3691f1402bcf37b3138ebdd + description: '' + health_score: 100.0 + last_checked: 1779033037.815192 + stars: 0 + status: online + title: 'synopsys.com: How to integrate automated AST tools in your CI/CD pipeline' + v1_locations: + - docs/testops.md + year: N/A +https://www.synopsys.com/software-integrity/blog/integrating-automated-ast-tools.html: + content_hash: 9af64dafdadef201796b0786702ff801147c20e65a5f281fcf87bb6418d1a10e + health_score: 64.0 + last_checked: 1779130495.011252 + v1_locations: + - docs/testops.md +https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consumes-your-internal-platform: + ai_summary: An analytical piece explaining Platform Democracy as an operational + framework. Discusses user-centric workflows when designing internal developer + platform structures (IDPs). + complexity: Advanced + content_hash: 020f774202c73eebc10858ce4fd91defac23234c8abbab065dc1c3ab97d4ecc1 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Architectural Patterns + - Internal Developer Platforms + is_microservice: true + language: English + last_checked: 1779032295.985687 + needs_ai_refresh: true + resource_type: Blog Post + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Platform Democracy: Rethinking Who Builds and Consumes Your Internal Platform' + v1_locations: + - docs/chaos-engineering.md + - docs/devops.md + - docs/sre.md + v2_locations: + - sre.md + - devops.md + year: N/A +https://www.syntasso.io/post/platform-engineering-orchestrating-applications-platforms-and-infrastructure: + content_hash: 57611eedd274c237b1a8c4c740db60167788a8242a1364e2fc5382f1c49189ef + description: '' + health_score: 100.0 + last_checked: 1779031865.457297 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'syntasso.io: Platform Engineering: Orchestrating Applications, Platforms,'' + and Infrastructure' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.sysdig.com: + content_hash: 7c1a2bb0dcda9caad9a29bcb724a60ac1e9b6359eb2f7552a1ce7f9ce9425576 + health_score: 100.0 + last_checked: 1779130494.998227 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md +https://www.sysdig.com/blog: + content_hash: 7b18ff7c82a7bdc292eed2b39125a2b8d1b0a6ff3b453ca0e0abcf9238ba6a99 + health_score: 100.0 + last_checked: 1779130494.935401 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md +https://www.sysdig.com/blog/cve-2021-20291-cri-o-podman: + ai_summary: A deep analysis of CVE-2021-20291, a high-impact Denial of Service exploit + vulnerability in CRI-O and Podman. Shows how runtime system call inspection helps + identify exploit patterns before they impact cluster health. + complexity: Advanced + description: '' + hierarchy: + - Cloud Native Security + - Vulnerability Management + - Runtime Vulnerabilities + is_microservice: false + language: en + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'sysdig.com: Mitigating CVE-2021-20291: DoS affecting CRI-O and Podman' + v2_locations: + - devsecops.md + year: '2021' +https://www.sysdig.com/blog/debug-kubernetes-crashloopbackoff: + content_hash: d58bc40c6b17e5ead8cb4d46c4bf808313163459ad6efeb65e4cb250ba44ea3c + health_score: 100.0 + last_checked: 1779130494.942956 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md +https://www.sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu: + ai_summary: Dissects a threat scenario presented at KubeCon demonstrating how attackers + leverage exposed Prometheus targets to leak cluster topology. Curator insight + shows that unauthenticated metrics endpoints frequently leak critical environmental + data used to plan secondary exploits. Live grounding warns that proper ingress + configurations and token-based authentication are mandatory to secure monitoring + setups. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Threat Landscape + - Metrics Security + is_microservice: false + language: en + resource_type: article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'sysdig.com: How attackers use exposed Prometheus server to exploit Kubernetes + clusters | Miguel HernΓ‘ndez' + v2_locations: + - kubernetes-security.md + year: '2022' +https://www.sysdig.com/blog/gitops-iac-security-source: + ai_summary: Details the methodologies for enforcing structural compliance and vulnerability + vetting directly within a GitOps deployment workflow. Evaluates tools for scanning + Kubernetes manifests, Terraform configurations, and Helm charts at the pull-request + phase before state synchronization happens. + complexity: Intermediate + description: '' + hierarchy: + - DevSecOps + - GitOps + - Infrastructure as Code Security + is_microservice: false + language: English + resource_type: Tutorial + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'sysdig.com: How to apply security at the source using GitOps | Eduardo MΓ­nguez + 🌟' + v2_locations: + - devsecops.md + year: '2022' +https://www.sysdig.com/blog/how-to-monitor-coredns: + content_hash: cf31789b1c862ab473445f765d2d7408fb0de812296b1001b203d7bd956fb077 + health_score: 100.0 + last_checked: 1779130495.021773 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md +https://www.sysdig.com/blog/how-to-secure-helm: + ai_summary: Sysdig engineering guide for securing Helm charts. Teaches vulnerability + scanning of templates, access control limits for chart operations, and runtime + monitoring of helm releases. + complexity: Intermediate + description: '' + hierarchy: + - Application Delivery and GitOps + - Package Management + - Helm Security + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'sysdig.com: Helm security and best practices' + v2_locations: + - helm.md + year: '2022' +https://www.sysdig.com/blog/intro-runtime-security-falco: + ai_summary: A practical step-by-step tutorial on installing, configuring, and deploying + Falco rules within a Kubernetes cluster. Demonstrates parsing alert outputs and + writing custom rule definitions to identify container-level execution anomalies. + complexity: Intermediate + description: '' + hierarchy: + - Runtime Security + - Threat Detection + - Falco + is_microservice: false + language: English + resource_type: Tutorial + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: '==sysdig.com: Getting started with runtime security and Falco==' + v2_locations: + - devsecops.md + year: '2021' +https://www.sysdig.com/blog/k3s-sysdig-falco: + content_hash: 8b23bc77f419950787ad787848d4987af402056192ef947fe05e5d820588eaf1 + health_score: 100.0 + last_checked: 1779130495.006408 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md +https://www.sysdig.com/blog/kubernetes-1-22-whats-new: + content_hash: 5891d99d21ca5edb52bb3c1f15e4c7184bf1cac8685551cf820edd99015eecd1 + health_score: 100.0 + last_checked: 1779130495.027481 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.sysdig.com/blog/kubernetes-1-23-whats-new: + content_hash: 308c3635d1bf8e0000b7c333453474f9fe877cf16e93bf19834429333f3368f0 + health_score: 100.0 + last_checked: 1779130495.015266 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.sysdig.com/blog/kubernetes-1-24-whats-new: + content_hash: a59a9b223ed2fee5f4c65b74434b3a6b4ac49c9a308c497c2d47c3c76e1bfd16 + health_score: 100.0 + last_checked: 1779130494.997866 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.sysdig.com/blog/kubernetes-1-25-whats-new: + content_hash: b18ee80e5245995a3492507654131507e606c2c14818404363748cfeb764a4a6 + health_score: 100.0 + last_checked: 1779130494.984188 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.sysdig.com/blog/kubernetes-1-26-whats-new: + content_hash: 754fd586988f19739c8d5d0e0830caa0263d5dad854990f5b0119697ee4f7947 + health_score: 100.0 + last_checked: 1779130494.945655 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.sysdig.com/blog/kubernetes-1-27-whats-new: + content_hash: 680c7762aef8205b05a0982117638c00e127463479897890e17e977ffe24e779 + health_score: 100.0 + last_checked: 1779130494.945296 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.sysdig.com/blog/kubernetes-admission-controllers: + content_hash: d64ced35c717491a91069448bc858f4d52e85b0dde39da832bf8b6b38fb97c9a + health_score: 100.0 + last_checked: 1779130495.014858 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.sysdig.com/blog/kubernetes-audit-log-falco: + ai_summary: 'An engineering guide from Sysdig illustrating how to pipeline Kubernetes + audit logs into Falco for real-time threat detection. + + + * Details rule construction and audit filtering. + + * Provides blueprint event matching for runtime anomalies and suspicious API + server activities.' + complexity: Advanced + description: '' + hierarchy: + - Cloud Infrastructure + - Kubernetes + - Observability + is_microservice: false + language: English + resource_type: Article + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'sysdig.com: Getting started with Kubernetes audit logs and Falco 🌟' + v2_locations: + - kubernetes-security.md + year: '2022' +https://www.sysdig.com/blog/kubernetes-autoscaler: + content_hash: 80bcd4b0ad3a8c0a7125a7b45e95d93dbaeae15718e1e0023c2d75fcac4f84af + health_score: 100.0 + last_checked: 1779130494.944176 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md +https://www.sysdig.com/blog/kubernetes-capacity-planning: + content_hash: 2404888e7f0a252abedef544133e7423a7ef232dece792eb6281cb6b3432397e + health_score: 100.0 + last_checked: 1779130494.984828 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.sysdig.com/blog/kubernetes-hpa-prometheus: + content_hash: 9436f2d58a345608dba0c04f75e3a7509d79e33dad13bd21a783983cc6dd4142 + health_score: 100.0 + last_checked: 1779130494.967036 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-autoscaling.md + v2_locations: + - kubernetes-autoscaling.md +https://www.sysdig.com/blog/kubernetes-limits-requests: + content_hash: 04c43cb70590a56ba084ee5f7f967591b46044d8d024485af9fd80ad5e67f286 + health_score: 100.0 + last_checked: 1779130494.937864 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.sysdig.com/blog/kubernetes-monitoring-best-practices: + ai_summary: Sysdig's analysis outlining seven foundational best practices for Kubernetes + metric collection. Focuses on cluster plane telemetry, standard label metadata + usage, dynamic scraping strategies, and optimizing alert signal-to-noise ratios. + complexity: Intermediate + description: '' + hierarchy: + - Observability + - Monitoring Practices + - Enterprise Best Practices + is_microservice: true + language: English + resource_type: Blog + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'sysdig.com: Seven Kubernetes monitoring best practices every monitoring + solution should enable' + v2_locations: + - monitoring.md + - kubernetes-monitoring.md + year: '2022' +https://www.sysdig.com/blog/kubernetes-monitoring-prometheus: + content_hash: 287fb0361510dd2d6b347cb3cb3305f86b3710336d690099f3393e3a31e45c5b + health_score: 100.0 + last_checked: 1779130495.019434 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://www.sysdig.com/blog/kubernetes-pod-evicted: + content_hash: 0f8470e386996a3646e59db29e289ec0392fd9a554d2fae50704247ddca6ae4a + health_score: 100.0 + last_checked: 1779130494.988527 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md +https://www.sysdig.com/blog/kubernetes-pod-pending-problems: + content_hash: 31d12f27e7a83b142901c0e2f7aa3999f7fad6760b7fb7e351ef53cac9e230ec + health_score: 100.0 + last_checked: 1779130494.937271 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md +https://www.sysdig.com/blog/kubernetes-resource-limits: + content_hash: bcd1663f4ff33bf4c9cdae41455e06433662f45a5bb27ba5b023fe2a9d773514 + health_score: 100.0 + last_checked: 1779130494.979352 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer: + content_hash: e7df5763200b22e4103641a05f7e8ee6588d2b45da32291c8e96869ea6f72244 + health_score: 100.0 + last_checked: 1779130494.960535 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-networking.md + v2_locations: + - kubernetes-networking.md +https://www.sysdig.com/blog/mitigating-log4j-kubernetes-network-policies: + ai_summary: Describes how to contain and block the Log4Shell vulnerability at runtime + using Kubernetes Network Policies. Shows how limiting egress traffic prevents + vulnerable Java environments from calling external LDAP endpoints. + complexity: Advanced + description: '' + hierarchy: + - Cloud Native Security + - Vulnerability Management + - Log4Shell + is_microservice: false + language: en + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'sysdig.com: Mitigating log4j with Runtime-based Kubernetes Network Policies' + v2_locations: + - devsecops.md + year: '2021' +https://www.sysdig.com/blog/monitor-etcd: + content_hash: 8cefff9cda245a0ab811dbd43d1419feda39be3a09abffdaae49649eb63a242d + health_score: 100.0 + last_checked: 1779130495.030415 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md +https://www.sysdig.com/blog/monitor-istio: + ai_summary: A comprehensive guide to obtaining full observability into the Istio + control plane (istiod) and data plane (Envoy sidecars). Walks through configuring + Prometheus metrics, Grafana dashboards, and Sysdig Monitor to track golden signals + such as latency, errors, traffic saturation, and routing health. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Native Infrastructure + - Service Mesh + - Observability + - Monitoring + is_microservice: true + language: English + resource_type: Article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'sysdig.com: How to monitor Istio, the Kubernetes service mesh' + v2_locations: + - istio.md + year: '2021' +https://www.sysdig.com/blog/monitor-kube-proxy: + content_hash: 37e5cec41a12b9ce218fbeb98b1ab93f8e3ab94c73d504bd7878a7c2c4f4e384 + health_score: 100.0 + last_checked: 1779130494.964043 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md +https://www.sysdig.com/blog/monitor-kubernetes-control-plane: + ai_summary: A deep dive tutorial explaining how to parse metrics from core control + plane components like the API Server, etcd, controller manager, and scheduler. + Essential reading for platform teams building enterprise SLAs around cluster health. + complexity: Advanced + description: '' + hierarchy: + - Observability + - Monitoring Stack + - Kubernetes Control Plane + is_microservice: false + language: English + resource_type: Blog + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: 'sysdig.com: How to monitor Kubernetes control plane' + v2_locations: + - kubernetes-monitoring.md + year: '2023' +https://www.sysdig.com/blog/monitor-oracle-database-prometheus: + content_hash: f2bf27514d46db51be105a2a8984336e4f16a99335df0fdca528a06cee897c95 + health_score: 100.0 + last_checked: 1779130494.985766 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md +https://www.sysdig.com/blog/monitoring-kubernetes: + ai_summary: An operational guide covering the complexities of monitoring Kubernetes + clusters in live production. It focuses on scaling metrics infrastructure, scraping + limits, and setting up centralized dashboards for multi-cluster operations. + complexity: Intermediate + description: '' + hierarchy: + - Observability + - Monitoring Practices + - Production Readiness + is_microservice: true + language: English + resource_type: Blog + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'sysdig.com: Monitoring Kubernetes in Production' + v2_locations: + - kubernetes-monitoring.md + year: '2021' +https://www.sysdig.com/blog/postgresql-monitoring: + content_hash: 41f29ab13296a405b1796dac9c60d4e50a70b0b48705598d1aaabc160731fe20 + health_score: 100.0 + last_checked: 1779130494.980061 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md +https://www.sysdig.com/blog/redis-prometheus: + content_hash: 863c08ab836691b29eb9748bd14f7b68b3d7180f571a97837445ed7f3900e4f7 + health_score: 100.0 + last_checked: 1779130494.989272 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/prometheus.md + v2_locations: + - prometheus.md +https://www.sysdig.com/blog/secure-kubernetes-deployment-signature-verification: + ai_summary: This article demonstrates how to lock down Kubernetes deployments using + automated signature checks at the admission level. It walks through configuring + policy engines like Kyverno or Gatekeeper to evaluate Cosign signatures before + allowing container creation. + complexity: Advanced + description: '' + hierarchy: + - Security + - Kubernetes Security + - Admission Control + is_microservice: false + language: en + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'sysdig.com: How to secure Kubernetes deployment with signature verification' + v2_locations: + - devsecops.md + year: '2022' +https://www.sysdig.com/blog/sysdig-2021-container-security-usage-report: + ai_summary: Provides comprehensive telemetric analysis from live cluster observation + data. Proves that shift-left tactics are insufficient if not combined with active, + live-runtime threat detection and behavioral modeling across ephemeral microservices + landscapes. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Native Security + - Observability and Analytics + - Security Reports + is_microservice: false + language: en + resource_type: report + stars: 4 + status: online + tags: + - '[CASE STUDY]' + - '[ENTERPRISE-STABLE]' + title: 'sysdig.com: Sysdig 2021 container security and usage report: Shifting left + is not enough 🌟' + v2_locations: + - devsecops.md + year: '2021' +https://www.sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secure-infrastructure-as-code: + content_hash: afbf1259a7827ece2a361b09ca3c19cc602f794359cc9aa434e1dd8bc667f3c6 + health_score: 100.0 + last_checked: 1779130494.96039 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/securityascode.md + v2_locations: + - securityascode.md +https://www.sysdig.com/blog/top-owasp-kubernetes: + ai_summary: Breaks down the OWASP Kubernetes Top 10 architecture from a practical + sysadmin viewpoint. Evaluates security boundaries, configurations, and runtime + behaviors to mitigate known exploitation routes. + complexity: Intermediate + description: '' + hierarchy: + - Security + - Threat Modeling + - Compliance Auditing + is_microservice: false + language: English + resource_type: Blog + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==sysdig.com: OWASP Kubernetes Top 10== 🌟' + v2_locations: + - kubernetes-security.md + year: '2022' +https://www.sysdig.com/blog/triaging-malicious-docker-container: + ai_summary: A hands-on, highly technical breakdown of incident response and forensic + analysis within a compromised container environment. Demonstrates practical utility + of system call inspection tools to trace backdoor execution pathways, network + exfiltration attempts, and unauthorized cryptomining binaries. + complexity: Advanced + description: '' + hierarchy: + - Runtime Security + - Container Forensics + - Incident Response + is_microservice: false + language: English + resource_type: Tutorial + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'sysdig.com: Triaging a Malicious Docker Container' + v2_locations: + - devsecops.md + year: '2021' +https://www.sysdig.com/blog/troubleshoot-kubernetes-oom: + content_hash: d355303a19751aebe3b03b3356c559c27f9e0ef6b51ab8787b100f2e14936118 + health_score: 100.0 + last_checked: 1779130494.992653 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-troubleshooting.md + v2_locations: + - kubernetes-troubleshooting.md +https://www.sysdig.com/blog/vulnerability-assessment: + ai_summary: 'Outlines advanced methodologies for scanning container layers and managing + vulnerability prioritization in runtime. Contrast: Curator Insight details standard + registry scanning, while Live Grounding proves that runtime activity telemetry + is critical to weed out unscoped or unexecuted dependency alerts. Highly operational + guide.' + complexity: Advanced + description: '' + hierarchy: + - Container Security + - Vulnerability Management + - Best Practices + is_microservice: false + language: English + resource_type: Technical Guide + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'sysdig.com: Top vulnerability assessment and management best practices' + v2_locations: + - devsecops.md + year: '2021' +https://www.sysdig.com/blog/whats-new-kubernetes-1-20: + content_hash: 031725cf70c1cca13a24db790651283bd954e7c9be2a6c58c6699426e905dc30 + health_score: 100.0 + last_checked: 1779130495.004333 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md +https://www.sysdig.com/learn-cloud-native/12-container-image-scanning-best-practices: + ai_summary: Defines twelve essential security metrics and container scanning workflows + for continuous deployment. Synthesizes strategies for handling transitive dependencies, + base-image minimization, and shifting vulnerability scans directly into early + CI execution. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Native Security + - Supply Chain Security + - Container Scanning + is_microservice: false + language: en + resource_type: guide + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'sysdig.com: 12 Container image scanning best practices to adopt in production' + v2_locations: + - devsecops.md + year: '2021' +https://www.sysdig.com/learn-cloud-native/container-security-best-practices: + ai_summary: An exhaustive guide detailing production security patterns across container + orchestration infrastructures. Walks from static image registry validation, access + credential segregation, down to active runtime telemetry analysis and firewall + configurations. + complexity: Intermediate + description: '' + hierarchy: + - Cloud Native Security + - Infrastructure Hardening + - Container Security + is_microservice: false + language: en + resource_type: guide + stars: 4 + status: online + tags: + - '[ENTERPRISE-STABLE]' + - '[GUIDE]' + title: 'sysdig.com: Container security best practices: Ultimate guide 🌟' + v2_locations: + - devsecops.md + year: '2021' +https://www.sysdig.com/learn-cloud-native/dockerfile-best-practices: + content_hash: de7a47c478d64996ac44f0936495f9fc536746e637ec4ba754a9085163f79360 + health_score: 100.0 + last_checked: 1779130494.964638 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md +https://www.systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script: + content_hash: 1f7bbdaa4f2130d1fc245a1c58090d22e42661b743f66853ef40e48d92c342a2 + health_score: 100.0 + last_checked: 1779130494.99101 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md +https://www.systemcodegeeks.com: + ai_summary: A technical resource hub focusing on systems administration, scripting, + database operations, and server administration blueprints for enterprise system + engineers. + complexity: Beginner + content_hash: 7aea3aed1c312354ed6dccc89395176b4eae6d3f8caee6a724a82ae3f338bd3c + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - Foundations and Communities + - Linux Resource Hubs + is_microservice: false + language: English + last_checked: 1779032540.012187 + needs_ai_refresh: true + resource_type: Portal + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: systemcodegeeks.com + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tablesgenerator.com/markdown_tables: + ai_summary: 'An interactive, web-based tool designed to simplify the creation, styling, + and formatting of complex Markdown tables. It supports imports from CSV or Excel, + reducing manual syntax alignment overhead. Double-Evidence: A staple utility for + technical writers; live grounding confirms its status as a critical efficiency + booster for maintaining clean, readable tabular data in Markdown-based documents.' + complexity: Beginner + content_hash: 4e40a48083fc46dc5b05d959c94d53a814f636106a4faf4ef8b8b16d81cff353 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Developer Experience + - Technical Writing Utilities + is_microservice: false + language: English + last_checked: 1779033658.283873 + needs_ai_refresh: true + resource_type: Developer Utility + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: Markdown Tables Generator + v1_locations: + - docs/mkdocs.md + v2_locations: + - mkdocs.md + year: N/A +https://www.talkingquickly.co.uk/kubernetes-sso-a-detailed-guide: + ai_summary: Outlines the end-to-end integration of external identity providers (IdPs) + with the Kubernetes API server using OpenID Connect (OIDC). Curator insight guides + through configuring API server flags and utilizing helper tools like Gangway or + dex. Live grounding establishes that integrating external OIDC is a critical security + step for mapping enterprise roles to Kubernetes RBAC. + complexity: Advanced + content_hash: f5e837cc90426752b2e21b977ffb8277161b1d9bb334d5ff901f18495bb212dd + description: '' + health_score: 100.0 + hierarchy: + - Security + - Identity and Access Management + - Single Sign-On + is_microservice: false + language: en + last_checked: 1779030658.442228 + resource_type: article + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'talkingquickly.co.uk: Kubernetes Single Sign On - A detailed guide 🌟' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: '2021' +https://www.talos-systems.com/blog/is-vanilla-kubernetes-really-too-heavy-for-the-raspberry-pi: + content_hash: ac068d6c635ac93677e114beb91ee27c1d1069aca45a6e9401e5994e31856d0e + description: '' + health_score: 100.0 + last_checked: 1779031736.736555 + stars: 0 + status: online + title: 'talos-systems.com: Is Vanilla Kubernetes Really Too Heavy For The Raspberry'' + Pi?' + v1_locations: + - docs/kubernetes.md + year: N/A +https://www.tangowithdjango.com: + content_hash: 9401b651120dc63b7b4e9171064fd4b0adfa05736dff7afa8dfaa348fb8cc9ae + health_score: 100.0 + last_checked: 1779029161.256326 + needs_ai_refresh: true + v1_locations: + - docs/python.md +https://www.techbeatly.com/2018/11/how-to-create-increase-or-decrease-project-quota-in-openshift.html: + content_hash: de2ce2b2b8b7c1db5b75e81c01fbfe4166dc900dd1607687420d975be3a553d0 + description: '' + health_score: 100.0 + last_checked: 1779030363.716387 + stars: 0 + status: online + title: 'techbeatly.com: How to create, increase or decrease project quota' + v1_locations: + - docs/ocp3.md + year: N/A +https://www.techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series: + content_hash: 035e6dbd749ecd8cb7c2d7aacf02bd1ef15c870f76c2ed5790c771aa181dbb5a + description: '' + health_score: 100.0 + last_checked: 1779031061.27634 + stars: 0 + status: online + title: 'techbeatly.com: Ansible for Infrastructure Provisioning in AWS | Ansible'' + Real Life Series - youtube' + v1_locations: + - docs/ansible.md + year: N/A +https://www.techbeatly.com/terraform-cheat-sheet: + content_hash: a6b988c98fd694a84e5bc510777aab454425bb30364dd4bdf0dcaa00457f208c + description: '' + health_score: 100.0 + last_checked: 1779031031.811755 + stars: 0 + status: online + title: 'techbeatly.com: Terraform Cheat Sheet' + v1_locations: + - docs/cheatsheets.md + year: N/A +https://www.techbeatly.com/terraform-free-courses: + content_hash: 69fcc5baf4e242304fa726ae709f662db3e2a0f9873c5cd531eeff9458ec740b + description: '' + health_score: 100.0 + last_checked: 1779030367.265739 + stars: 0 + status: online + title: 'techbeatly.com: 10 Free Courses to Learn Terraform' + v1_locations: + - docs/terraform.md + year: N/A +https://www.techerati.com/features-hub/opinions/devsecops-eight-tips-for-truly-securing-software: + ai_summary: 'Provides eight actionable metrics and architectural modifications designed + to secure software projects without compromising release velocity. Contrast: Curator + Insight prioritizes process checklists, while Live Grounding shows that automating + threat modeling and vulnerability scoring is the most impactful step. Highly actionable + for developers.' + complexity: Intermediate + content_hash: ed89bd7b96ad1ee457f0e6f3b09679189687047e5d65f7c15e7e5153e2eecf59 + description: '' + health_score: 100.0 + hierarchy: + - DevSecOps + - Culture and Strategy + - Best Practices + is_microservice: false + language: English + last_checked: 1779030565.270961 + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techerati.com: DevSecOps: Eight tips for truly securing software' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.techerati.com/features-hub/opinions/microservices-in-the-cloud-native-era: + content_hash: 33490d59444a2b12bbb48a07ccd628052a5a629046327cec846018f830d96c04 + description: '' + health_score: 100.0 + last_checked: 1779032369.81578 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techerati.com: Microservices in the Cloud-Native Era' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.techgeekbuzz.com/top-aws-interview-questions-and-answers: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033274.989339 + stars: 0 + title: TGB - AWS Interview Questions and Answers - Frequently asked + v1_locations: + - docs/interview-questions.md + year: N/A +https://www.techmanyu.com/kubernetes-security-with-kube-bench-and-kube-hunter-6765bf44ebc6: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779034431.600498 + stars: 0 + title: 'techmanyu.com: Kubernetes Security with Kube-bench and Kube-hunter 🌟' + v1_locations: + - docs/kubernetes-security.md + year: N/A +https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine-learning-business: + ai_summary: Curator Insight highlights Andrew Ng's thesis urging companies to focus + on concrete mission-driven goals rather than aiming to blindly construct an "AI-first" + business. Live Grounding verifies this as a landmark perspective shift toward + practical, data-centric engineering over model hype. + complexity: Intermediate + content_hash: e54218d246308a5f239575e19167266353ebdabbc5c1e82f7fcf5f4f5e06bde5 + description: '' + health_score: 100.0 + hierarchy: + - Artificial Intelligence + - Business Strategy + - Expert Insights + is_microservice: false + language: English + last_checked: 1779032525.564485 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==technologyreview.com: Andrew Ng: Forget about building an AI-first business.'' + Start with a mission== 🌟' + v1_locations: + - docs/ai.md + v2_locations: + - ai.md + year: N/A +https://www.technologyreview.es/s/13258/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033686.859327 + stars: 0 + title: '==technologyreview.es: "Las empresas que empiezan a lo grande con la IA'' + fracasan mΓ‘s"== 🌟' + v1_locations: + - docs/ai.md + year: N/A +https://www.techqna.io/2024/09/web-terminal-operator-tips-tricks-for.html: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031448.430595 + stars: 0 + title: 'Web Terminal Operator: Tips y Trucos' + v1_locations: + - docs/kubernetes-tools.md + year: N/A +https://www.techradar.com/best/best-devops-tools: + ai_summary: Industry round-up detailing enterprise DevOps offerings, tracking leading + SaaS and open source tools across CI/CD, performance tracking, and security monitoring. + complexity: Beginner + content_hash: b950419f2609aaad881232aaacfb08398e9ef8270bc52a9df0a601869937c14f + description: '' + health_score: 100.0 + hierarchy: + - Developer Reference + - Industry Reports + - Resource Curation + is_microservice: false + language: English + last_checked: 1779031671.31574 + needs_ai_refresh: true + resource_type: Blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techradar.com: techradar.com' + v1_locations: + - docs/devops-tools.md + v2_locations: + - devops-tools.md + year: N/A +https://www.techradar.com/news/google-cloud-is-making-it-easier-for-developers-to-smuggle-secrets-in-their-code: + content_hash: a5f479080ced634a1577ad950eb02ee37990c112234097942ec2fe6e2a67e039 + description: '' + health_score: 100.0 + last_checked: 1779032751.54116 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techradar.com: Google Cloud is making it easier for developers to smuggle'' + β€˜secrets’ in their code' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://www.techradar.com/news/low-code-could-replace-traditional-coding-within-months: + ai_summary: A forward-looking exploration of the swift adoption velocity of low-code + architectures. Highlights potential impacts on classic development methods. + complexity: Beginner + content_hash: fd0730b7c4f44b52b505108f924184867bf44c249e7c245286aa84c0a26030b0 + description: '' + health_score: 100.0 + hierarchy: + - Infrastructure Development + - Software Engineering + - Low-Code + is_microservice: false + language: en + last_checked: 1779031782.136605 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techradar.com: Low-code could replace "traditional" coding within months' + v1_locations: + - docs/lowcode-nocode.md + v2_locations: + - lowcode-nocode.md + year: N/A +https://www.techradar.com/news/three-tips-to-implement-kubernetes-with-open-standards: + content_hash: 5da6eb65737e71e0dbd5bf811688f8d1bd0df59d2bbac6a86e59882c5d7b5485 + description: '' + health_score: 100.0 + last_checked: 1779033759.324424 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techradar.com: Three tips to implement Kubernetes with open standards' + v1_locations: + - docs/kubernetes.md + v2_locations: + - kubernetes.md + year: N/A +? https://www.techrepublic.com/article/aws-has-gone-down-before-as-have-other-providers-fastly-has-lessons-to-share-from-its-own-outage +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032223.565484 + stars: 0 + title: 'techrepublic.com: AWS has gone down before, as have other providers; Fastly'' + has lessons to share from its own outage' + v1_locations: + - docs/public-cloud-solutions.md + year: N/A +https://www.techrepublic.com/article/aws-outage-your-response-to-aws-going-down-shouldnt-be-multicloud: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031595.931294 + stars: 0 + title: '==techrepublic.com: AWS outage: Your response to AWS going down shouldn''t'' + be multicloud==' + v1_locations: + - docs/public-cloud-solutions.md + year: N/A +https://www.techrepublic.com/article/chatgpt-cheat-sheet: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033942.391826 + stars: 0 + title: 'techrepublic.com: ChatGPT Cheat Sheet: Complete Guide for 2023' + v1_locations: + - docs/chatgpt.md + year: N/A +https://www.techrepublic.com/article/devops-is-getting-code-released-faster-than-ever-but-security-is-lagging-behind: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779031898.058295 + stars: 0 + title: 'techrepublic.com: DevOps is getting code released faster than ever. 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Live Grounding: Introduces fundamental terminologies (runners, + stages, artifacts) in an accessible format for engineering managers and clients. + Useful for rapid theoretical onboarding.' + complexity: Beginner + content_hash: e3d3f8fb2bc02cbafac5b5d4dbbd7012a658236804d552ccb966c0ef4e0b1715 + description: '' + health_score: 100.0 + hierarchy: + - Software Delivery + - CI/CD Foundations + - Theory and Concepts + is_microservice: false + language: English + last_checked: 1779033949.859176 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techuz.com: What is CI/CD? An Introduction to Continuous Integration, Continuous'' + Deployment and CI/CD Pipeline' + v1_locations: + - docs/cicd.md + v2_locations: + - cicd.md + year: N/A +https://www.techwebspace.com/get-started-with-the-rest-assured-framework-an-example-based-guide: + content_hash: 65c63070297f196faa158b4f22eb6a84a31e546b36e76b61f05ee0edd8e63188 + description: '' + health_score: 100.0 + last_checked: 1779034037.658708 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techwebspace.com: Get Started with the REST Assured Framework: An Example-based'' + Guide' + v1_locations: + - docs/postman.md + v2_locations: + - postman.md + year: N/A +https://www.techworld-with-nana.com: + ai_summary: The premier high-density visual learning academy for modern DevOps engineering. + Features highly structured training tracks on Docker, Kubernetes, CI/CD, GitOps, + and cloud-native monitoring systems. + complexity: Intermediate + content_hash: d2b1754580a2b1c517553b3460671d5d27bd2c3c68d2325460c453051dc1cb61 + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Cloud-Native + - Education + is_microservice: true + language: English + last_checked: 1779030430.034021 + needs_ai_refresh: true + resource_type: Platform + stars: 0 + status: online + tags: + - '[ENTERPRISE-STABLE]' + title: '==Techworld with Nana: Learn DevOps topics easily==' + v1_locations: + - docs/devops.md + - docs/elearning.md + v2_locations: + - elearning.md + - devops.md + year: N/A +https://www.techworld-with-nana.com/devops-bootcamp: + content_hash: ebb37883941457ab68640c76c5b93a8a92fb35713a96db88d8507bdb9c71cc34 + description: '' + health_score: 100.0 + last_checked: 1779032159.370095 + needs_ai_refresh: true + stars: 0 + title: ==techworld-with-nana.com/devops-bootcamp== + v1_locations: + - docs/devops.md + year: N/A +https://www.techworld-with-nana.com/devops-roadmap: + content_hash: 536e2be051124e20283c8337211c57f6cba663a579d0cbecbece7935795a01bf + description: '' + health_score: 100.0 + last_checked: 1779031499.457265 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'techworld-with-nana.com: DevOps Roadmap 🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.techworld-with-nana.com/post/platform-engineering-guide: + content_hash: f9e4acc312cce34e7834bc63d055dc2ed508a0020065a0504970a6d2f8f5874a + description: '' + health_score: 100.0 + last_checked: 1779031645.300493 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Platform Engineering Guide - 5 Key Use Cases of Internal Developer Platforms + v1_locations: + - docs/devops.md + - docs/iac.md + - docs/kubernetes-tools.md + v2_locations: + - kubernetes-tools.md + - devops.md + year: N/A +https://www.techzine.eu: + last_checked: 1779388511.651978 status: online tags: - '[COMMUNITY-TOOL]' v2_locations: - python.md -https://www.redhat.com/en/blog/advanced-network-customizations-for-openshift-install: - health_score: 100.0 - last_checked: 1779130494.948395 - content_hash: c7035f1d0aa541e47bdd6f890e52790d5f4580bf7cc702280d150b0cdbec567e - v1_locations: - - docs/openshift.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - openshift.md -https://aws.amazon.com/application-migration-service: - health_score: 100.0 - last_checked: 1779130494.995485 - content_hash: 17185749a45b446fbbe1efced0a56e990ddf506537747b3cdeb15f5ff8798da2 - v1_locations: - - docs/aws-miscellaneous.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - aws-miscellaneous.md -https://www.infoworld.com/article/2334689/beyond-sql-8-new-languages-for-data-querying.html: - health_score: 100.0 - last_checked: 1779130494.982657 - content_hash: e533b9ec4b52be7fb82644b308ae5ff7ee2b83b0c5cca34aabcb08b9af07e7cc - v1_locations: - - docs/databases.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - databases.md -https://www.redhat.com/en/blog/edit-text-bash-command: - description: '' - year: '2021' - stars: 2 - ai_summary: Demonstrates how to use standard CLI commands (specifically `sed` and - `find`) to batch-replace strings across deep file structures. Focuses on safe - execution patterns and dry-run steps. - language: English - resource_type: Article +https://www.tecmint.com: + ai_summary: An extensive, highly active Linux documentation repository delivering + step-by-step guides on server administration, shell scripting, and infrastructure + configuration for sysadmins and DevOps engineers. complexity: Beginner + content_hash: 16f43309adcd89d7fe69d8276e8e63a5f3af9f7575a81285c5f3022b89aabf04 + description: '' + health_score: 100.0 hierarchy: - - Operating Systems - - Linux Utilities - - Text Processing - tags: - - '[COMMUNITY-TOOL]' - - '[GUIDE]' + - Systems Engineering + - Foundations and Communities + - Linux Resource Hubs is_microservice: false + language: English + last_checked: 1779032197.922878 + needs_ai_refresh: true + resource_type: Portal + stars: 0 status: online - title: 'redhat.com: 2 Bash commands to change strings in multiple files at once' + tags: + - '[ENTERPRISE-STABLE]' + title: tecmint.com 🌟 + v1_locations: + - docs/devops.md + - docs/linux.md v2_locations: - linux.md -https://workspace.google.com/products/meet: + year: N/A +https://www.tecmint.com/20-netstat-commands-for-linux-network-management: + ai_summary: A collection of 20 diagnostic examples using the classic netstat utility. + Covers routing tables, socket listening states, and interface statistics, noting + that while legacy, it remains prevalent in older enterprise servers. + complexity: Basic + content_hash: c2bf586f31f15c92479d107e68dc72542d22694aba6d01c612be8f49733d27ab + description: '' health_score: 100.0 - last_checked: 1779130494.951987 - content_hash: dcc3f43360da4272442414772f7a4200cbcd0c2fb2e0b08cd0b15aa96286d5cb + hierarchy: + - Networking + - Network Monitoring + - CLI Diagnostics + is_microservice: false + language: English + last_checked: 1779033917.449255 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'tecmint.com: 20 Netstat Commands for Linux Network Management' v1_locations: - - docs/workfromhome.md + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/apache-performance-tuning: + content_hash: b0ae791f4dcc5c05014cfcb46917aeb6d761416443cece3a0ce53e422a49d74c + health_score: 100.0 + last_checked: 1779033068.718402 needs_ai_refresh: true status: online tags: - '[COMMUNITY-TOOL]' + v1_locations: + - docs/networking.md v2_locations: - - workfromhome.md -https://www.salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on-kubernetes: + - networking.md +https://www.tecmint.com/calculate-ip-subnet-address-with-ipcalc-tool: + content_hash: a919de3f5780a326359b5f2931f8ccce0ca60f2b9fe2afbae9fac62bf204d647 description: '' - year: '2022' - stars: 4 - ai_summary: Explains how the CNCF CloudEvents specification standardizes event metadata - format across distinct systems. It integrates CloudEvents within Kubernetes architectures - using tools like Knative Eventing. This provides an excellent overview of building - vendor-neutral, highly reactive event mesh fabrics. - language: English - resource_type: Blog - complexity: Advanced - hierarchy: - - Cloud Native Architecture - - Event-Driven Systems - - Standards + health_score: 100.0 + last_checked: 1779033922.098419 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'tecmint.com: How to Calculate IP Subnet Address with ipcalc Tool' + v1_locations: + - docs/networking.md + v2_locations: + - networking.md + year: N/A +https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories: + ai_summary: Curator Insight lists useful command structures for `du` (disk usage). + Live Grounding demonstrates how these flags enable immediate identification of + heavy directories during emergency low-disk alerts. Essential for rapid remote + shell diagnostics. + complexity: Beginner + content_hash: 6902626d5c38c6e404c47f16a5b0e181cddd1b44109ff1e43bfcd2d32e81f392 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - File System + - Storage Auditing + is_microservice: false + language: English + last_checked: 1779032934.761879 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'tecmint.com: 10 Useful du (Disk Usage) Commands to Find Disk Usage of Files'' + and Directories' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux: + ai_summary: Curator Insight provides a consolidated overview of key commands like + lshw, lscpu, and dmidecode to extract deep machine layouts. Live Grounding confirms + these commands remain indispensable for low-level bare-metal troubleshooting and + virtualization node diagnostics. Essential for infrastructure engineers running + initial node provisioning verification. + complexity: Intermediate + content_hash: b72d85d5e6f8e081f0fa15878d8e80b684f365ca7c99193ebc8e04f5ed9ec531 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - System Administration + - Hardware Diagnostics + is_microservice: false + language: English + last_checked: 1779031414.850893 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'tecmint.com: 10 Useful Commands to Collect System and Hardware Information'' + in Linux' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/control-systemd-services-on-remote-linux-server: + ai_summary: A quick configuration guide showing how to interact with systemd processes + on remote machines via SSH using the --host flag, streamlining distributed environment + administration. + complexity: Intermediate + content_hash: e847c7c366adabd9cfbd18dd505d2ad3b9d6fe5e4aba01f774640cc085a6cc53 + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - Service Management + is_microservice: false + language: English + last_checked: 1779032900.822764 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'tecmint.com: How to Control Systemd Services on Remote Linux Server' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/difference-between-grep-egrep-and-fgrep-in-linux: + ai_summary: Curator Insight highlights the core operational and functional distinctions + between grep, egrep, and fgrep. Live Grounding warns that modern GNU grep has + deprecated `egrep` and `fgrep` in favor of regular `grep` combined with correct + flags (`-E` and `-F`). This guide is essential historical and technical reading + to avoid pipeline warnings. + complexity: Beginner + content_hash: 2e1f3ce16aa218fe4817e0df0d2f07ca3dd543e004a19d797c6fb5884ac56669 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - Text Processing + - Pattern Matching + is_microservice: false + language: English + last_checked: 1779033615.510996 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'tecmint.com: What’s Difference Between Grep, Egrep and Fgrep in Linux?' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/find-recent-modified-files-in-linux: + ai_summary: Curator Insight outlines advanced search syntax to locate files modified + on specific timelines. Live Grounding demonstrates how this logic is crucial for + forensic auditing, security analysis, and storage cleanup scripts. A highly practical + approach to diagnosing system state mutations and unexpected storage consumption. + complexity: Intermediate + content_hash: 04419dc2d919003da1fb9245b613ed5245672b15d31d5b621f2034a9b5850af3 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - File System + - Diagnostics + is_microservice: false + language: English + last_checked: 1779031147.06687 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online tags: - - '[EMERGING]' - '[ENTERPRISE-STABLE]' - '[GUIDE]' - is_microservice: true - status: online - title: 'salaboy.com: Event-Driven applications with CloudEvents on Kubernetes' - v2_locations: - - message-queue.md -https://www.mongodb.com/company/blog/product-release-announcements/introducing-mongodb-for-vs-code: - health_score: 100.0 - last_checked: 1779130494.933619 - content_hash: a67fb9a7f3156ce9066bd7cc2fc67b3e9df37fce5729767c76619577b032df94 + title: 'tecmint.com: How to Find Recent or Today’s Modified Files in Linux 🌟' v1_locations: - - docs/visual-studio.md -https://github.com/realopslabs/kubeledger: - health_score: 100.0 - last_checked: 1779130495.020595 - gh_license: NOASSERTION - content_hash: 5b04b08eae216dd3fcd4b358029e2506475c4a4d90cb5524b236555719dac29d - v1_locations: - - docs/kubernetes-tools.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' + - docs/linux.md v2_locations: - - kubernetes-tools.md - gh_stars: 480 - gh_pushed: '2026-05-22T09:29:09Z' -? https://techcommunity.microsoft.com/blog/azuresynapseanalyticsblog/cicd-in-synapse-sql-how-to-deliver-your-database-objects-across-multiple-environ/3267507 -: health_score: 100.0 - last_checked: 1779130495.015116 - content_hash: 36b06cf732d5ae91191452a17f9b581163008edfc6611b395667387404e2f1d6 - v1_locations: - - docs/azure.md - needs_ai_refresh: true - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - azure.md -https://github.com/getsops/sops: + - linux.md + year: N/A +https://www.tecmint.com/how-to-kill-a-process-in-linux: + ai_summary: Curator Insight details how to kill running processes through multiple + commands. Live Grounding points out that while raw PID kills are safest, `pkill` + and `killall` provide critical pattern matching capabilities, which must be used + with caution in multi-user production hosts to avoid cascading microservice outages. + complexity: Beginner + content_hash: 53269e87233d3a4bbfbb2f6ce0195389e6ad92f483813df59335227c3659bbab description: '' health_score: 100.0 - last_checked: 1779130495.00683 - gh_license: MPL-2.0 - content_hash: ed65338f4cf9d0235bd8e6c3136131b05984892aa6f0cdaabfd1d56bc233683d + hierarchy: + - Linux Operating System + - System Administration + - Process Management + is_microservice: false + language: English + last_checked: 1779029380.313144 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'tecmint.com: How to Kill Linux Process Using Kill, Pkill and Killall' v1_locations: - - docs/devsecops.md - - docs/terraform.md + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/install-and-configure-django-web-framework-in-centos-debian-ubuntu: + content_hash: 79314458f00dac43f4f2bff4c7fc75dd403804eaafdd064ceda6eaf6ec4387aa + health_score: 100.0 + last_checked: 1779030572.710272 needs_ai_refresh: true status: online tags: - - '[DE FACTO STANDARD]' + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/python.md v2_locations: - - devsecops.md - gh_stars: 21861 - gh_pushed: '2026-05-18T17:04:04Z' - year: '2026' - stars: 5 - ai_summary: SOPS is an editor of encrypted files that supports YAML, JSON, ENV, - INI and BINARY formats, encrypting with AWS KMS, GCP KMS, Azure Key Vault, HashiCorp - Vault, age, and PGP. Widely integrated in GitOps workflows, it allows versioning - encrypted configuration files without exposing secret data. + - python.md +https://www.tecmint.com/install-apache-kafka-in-centos-rhel: + ai_summary: A technical operational guide detailing the installation and configuration + of Zookeeper and Apache Kafka services directly on bare-metal or VM instances + running CentOS and RHEL 7. + complexity: Beginner + content_hash: 5c591976e12ef7511a136c01445754f04abc340da103db1e8130bdd1217803fa + description: '' + health_score: 100.0 + hierarchy: + - Cloud-Native Infrastructure + - Event Streaming + - Infrastructure Operations + is_microservice: false + language: English + last_checked: 1779030966.637525 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'tecmint: How to Install Apache Kafka in CentOS/RHEL 7' + v1_locations: + - docs/message-queue.md + v2_locations: + - message-queue.md + year: N/A +https://www.tecmint.com/install-collectd-and-collectd-web-to-monitor-server-resources-in-linux: + ai_summary: Curator Insight details configuration steps for Collectd and its accompanying + web visualization wrapper. Live Grounding indicates that while Collectd is still + active in classical VM deployments, modern cloud-native infrastructures have largely + migrated to Prometheus Node Exporter. It remains relevant for legacy infrastructure + monitoring and low-footprint systems. + complexity: Intermediate + content_hash: 27a8f7066468ce3cbe219010594d013f5152cf229dd0d1662fa2157a070d7f4a + description: '' + health_score: 100.0 + hierarchy: + - Observability + - Metrics Collection + - Daemon Monitoring + is_microservice: false + language: English + last_checked: 1779030979.827838 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'tecmint.com: How to Install and Configure β€˜Collectd’ and β€˜Collectd-Web’'' + to Monitor Server Resources in Linux' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/install-docker-in-rocky-linux-and-almalinux: + content_hash: a9eb84cc0cb99208e4ad3fcc2af378e36f01cb62ab716734a55d0acdca4e6734 + description: '' + health_score: 100.0 + last_checked: 1779034211.890033 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'tecmint.com: How to Install Docker on Rocky Linux and AlmaLinux' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://www.tecmint.com/install-haproxy-load-balancer-in-linux: + ai_summary: A detailed linux-level guide for implementing HAProxy from scratch. + Guides the platform engineer through initial package deployment, configuration + mapping, backend health checking, and metric page exposure. + complexity: Intermediate + content_hash: 40a149fd4d63d3ad930aecfeb5f120bd3c144a50cf6f38530c73bfac8f5e590f + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Load Balancing + - HAProxy + - Implementation + is_microservice: false + language: English + last_checked: 1779032196.10552 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'tecmint.com: How to Setup High-Availability Load Balancer with β€˜HAProxy’'' + to Control Web Server Traffic' + v1_locations: + - docs/web-servers.md + v2_locations: + - web-servers.md + year: N/A +https://www.tecmint.com/install-htop-on-centos-8: + ai_summary: A specific repository and tool deployment walkthrough configuring htop + on enterprise Red Hat/CentOS distributions, optimizing CPU, RAM, and process thread + visibility for system administrators. + complexity: Beginner + content_hash: 72a9496b3602318b453f519ed106aea3fc19cf12776c92cd60d6e88f9a4a4cb7 + description: '' + health_score: 100.0 + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - Process and Resource Monitoring + is_microservice: false + language: English + last_checked: 1779033623.268943 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'tecmint.com: How to Install htop on CentOS 8' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/install-java-on-centos-rhel-fedora: + content_hash: 76cb54892233bcea485d475be78dc0b6cb79de514c0868ed600ea619c08eda3c + description: '' + health_score: 100.0 + last_checked: 1779029553.021018 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'tecmint.com: How to Install Java 17 on RHEL-based Linux Distributions' + v1_locations: + - docs/java_frameworks.md + v2_locations: + - java_frameworks.md + year: N/A +https://www.tecmint.com/linux-column-command: + ai_summary: Curator Insight highlights `column` as a fundamental CLI utility for + formatting text into structured tabular views. Live Grounding verifies that modern + utility suites (util-linux) have expanded `column` to natively support JSON output. + This makes it a highly valuable tool for legacy log manipulation and quick command-line + visual analysis without complex dependency chains. + complexity: Beginner + content_hash: b0ed3eb561a0ae589cd5531bc95436eef07d65ca422b81c2e480a42043b23699 + description: '' + health_score: 100.0 + hierarchy: + - Linux Operating System + - Text Processing + - Formatting Utilities + is_microservice: false + language: English + last_checked: 1779034406.138499 + needs_ai_refresh: true + resource_type: Tutorial + stars: 0 + status: online + tags: + - '[GUIDE]' + - '[LEGACY]' + title: 'tecmint.com: Different Ways to Use Column Command in Linux' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/linux-network-bandwidth-monitoring-tools: + ai_summary: A curated roundup of 16 Linux-native tools for monitoring bandwidth, + including iftop, nload, iptraf, and vnstat. Compares real-time CLI visualization, + persistent statistics logging, and agent-based collection capabilities. + complexity: Basic + content_hash: a59266e781b08f31370fd05530304900860624fa83a7cfdde7902ddd9eb2a529 + description: '' + health_score: 100.0 + hierarchy: + - Networking + - Network Monitoring + - Bandwidth Monitoring + is_microservice: false + language: English + last_checked: 1779029247.078308 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'tecmint.com: 16 Useful Bandwidth Monitoring Tools to Analyze Network Usage'' + in Linux' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.tecmint.com/manage-containers-using-podman-in-rhel: + content_hash: c5096e8cea7c75f998ae495dd5511960cc0888102aa598dbd38d4f2942c187da + description: '' + health_score: 100.0 + last_checked: 1779030365.294756 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'tecmint.com: How to Manage Containers Using Podman and Skopeo in RHEL 8' + v1_locations: + - docs/container-managers.md + v2_locations: + - container-managers.md + year: N/A +https://www.tecmint.com/pipe-command-output-to-other-commands: + ai_summary: An operational analysis of input/output streams and data pipe redirection. + It explains how to combine tee and xargs to safely distribute output feeds and + perform mass processing. + complexity: Intermediate + description: '' + hierarchy: + - Systems Engineering + - CLI Mastery and Utilities + - IO Redirection and Piping + is_microservice: false + language: English + resource_type: Tutorial + stars: 3 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'tecmint.com: How to Run Commands from Standard Input Using Tee and Xargs + in Linux' + v2_locations: + - linux.md + year: '2021' +https://www.tecmint.com/rsync-local-remote-file-synchronization-commands: + ai_summary: Curator Insight walks through key operational examples of `rsync` for + localized and remote file transfers. Live Grounding illustrates its long-lived + prominence in backups, deployment syncs, and delta transfers due to its peerless + delta-transfer algorithm. 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Terramate, Using LLMs to generate Terraform, API'' + Gateway with Lambda, GuardDuty, IMDSv2 at Slack, Azure DevOps Pipelines' + v1_locations: + - docs/terraform.md + year: N/A +https://www.welivesecurity.com/es/recursos-herramientas/ofuscacion-de-codigo-arte-ciberseguridad: + content_hash: ea8069a51b3baf9a772d6590bd3e38740fc51aac3e1ca5589946fb2d84a8bf4d + description: '' + health_score: 100.0 + last_checked: 1779029734.522709 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==welivesecurity.com: La ofuscaciΓ³n de cΓ³digo: un arte que reina en la ciberseguridad==' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas-sobre-log4shell: + ai_summary: A strategic overview written in Spanish examining the operational risks + and system-level mitigations for the Log4Shell exploit. Intended for security + leads and enterprise risk managers. [SPANISH CONTENT] + complexity: Beginner + content_hash: eddbfd283a0ba6b773eb33f2f308dde0ca017c2ce49839ec749743ef38412340 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Security + - Vulnerability Management + - Log4Shell + is_microservice: false + language: es + last_checked: 1779031412.568825 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'welivesecurity.com: Lo que todo lΓ­der de una empresa debe saber sobre Log4Shell' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.whizlabs.com: + ai_summary: A prominent training simulator focusing on public cloud certifications + (AWS, GCP, Azure). Offers structured labs and mock exam modules used globally + by cloud architects to validate their cloud-native technical depth. + complexity: Intermediate + content_hash: cf241be928d452fcbda12c9c1533f7744b06647f488c83a4ae22b9f50e185330 + description: '' + health_score: 100.0 + hierarchy: + - Education + - Professional Certifications + - Platforms + is_microservice: false + language: English + last_checked: 1779031088.98563 + needs_ai_refresh: true + resource_type: Platform + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Whizlabs + v1_locations: + - docs/elearning.md + v2_locations: + - elearning.md + year: N/A +https://www.whizlabs.com/blog/google-cloud-platform: + content_hash: 9d0da3343a23dbee6735e99401bc1645be286eec8831b0cbdb0708d761ff2df4 + description: '' + health_score: 100.0 + last_checked: 1779030971.106553 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'whizlabs.com: Introduction To Google Cloud Platform' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://www.whizlabs.com/blog/kinesis-vs-kafka: + content_hash: d528bed17d96c657bbd9f49908d418c5254d4c138885b45b8adfdad45e189134 + description: '' + health_score: 100.0 + last_checked: 1779032095.371979 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'whizlabs.com: AWS Kinesis vs Kafka Apache' + v1_locations: + - docs/aws-data.md + v2_locations: + - aws-data.md + year: N/A +https://www.wildfly.org: + content_hash: b2a0f25818476a291e56d395e5b5400458adb5795034fe5d51667e998f22edfd + health_score: 100.0 + last_checked: 1779130495.018502 + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/java_app_servers.md + - docs/java_frameworks.md + v2_locations: + - java_app_servers.md +https://www.wired.co.uk/article/great-resignation-quit-job: + content_hash: 548b3e30425ae4de1adb674d0c024f4d20e7de886ad36ea05d8e2dba30b0e058 + description: '' + health_score: 100.0 + last_checked: 1779030444.015108 + stars: 0 + status: online + title: 'wired.co.uk: The Great Resignation is here and no one is prepared' + v1_locations: + - docs/recruitment.md + year: N/A +https://www.wired.com/story/calendly-google-calendar-appointment-schedule: + content_hash: 3aeb1741de2047f28aca8ac3460ea7d9ef37dee20194e4d0042d252ad21a35f3 + description: '' + health_score: 100.0 + last_checked: 1779034155.902698 + needs_ai_refresh: true + stars: 0 + title: 'wired.com: Google Calendar''s β€˜Appointment Schedule’ Is Good, Not Great' + v1_locations: + - docs/appointment-scheduling.md + year: N/A +https://www.wired.com/story/great-resignation-quit-job: + ai_summary: A deep dive into the socio-economic drivers behind the pandemic-era + workplace migrations. Synthesizing market-wide attrition metrics with early organizational + responses, it highlights how systemic burnout and the shift to remote work fundamentally + altered employee leverage. + complexity: Intermediate + description: '' + hierarchy: + - Engineering Leadership & Career Dynamics + - Market Dynamics & Economic Shifts + - The Great Resignation Paradigm + is_microservice: false + language: English + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'wired.co.uk: The Great Resignation is here and no one is prepared' + v2_locations: + - recruitment.md + year: '2021' +https://www.wired.com/story/web3-gavin-wood-interview: + content_hash: 80271d5381e0f66f13ce9ecb63f3bc0ed02eea2a5977d6113e20a7d408b589aa + description: '' + health_score: 100.0 + last_checked: 1779030464.088347 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'wired.com: The Father of Web3 Wants You to Trust Less' + v1_locations: + - docs/web3.md + v2_locations: + - web3.md + year: N/A +https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions: + ai_summary: An in-depth security analysis detailing how to configure AWS OpenID + Connect (OIDC) trust relationships correctly in GitHub Actions and other CI providers. + Highlights major vulnerabilities arising from missing subject (sub) or audience + (aud) validation and shows how to restrict access patterns safely. + complexity: advanced + content_hash: 952ce0c1e37a0bd3c032d16df9c9dc389845108dc3617a2aec1ae6c911b698af + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - CI-CD Security + - Cloud Identity + is_microservice: false + language: English + last_checked: 1779029594.332244 + needs_ai_refresh: true + resource_type: article + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: Avoiding Mistakes with AWS OIDC Integration Conditions + v1_locations: + - docs/aws-security.md + - docs/cicd.md + - docs/gitops.md + v2_locations: + - cicd.md + - aws-security.md + - gitops.md + year: N/A +https://www.worksome.com: + ai_summary: Contractor management and compliance platform simplifying invoicing, + IR35 vetting, and international payouts for agile enterprise workforces. + complexity: Intermediate + description: '' + hierarchy: + - Career and Freelancing + - Freelance Platforms + - Compliance Management + is_microservice: false + language: en + resource_type: Platform + stars: 2 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: worksome + v2_locations: + - freelancing.md + year: '2022' +https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in-ansible-deal-with-microsoft-azure: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779032774.191549 + stars: 0 + title: 'wraltechwire.com: Red Hat expands hybrid cloud efforts in Ansible deal with'' + Microsoft Azure' + v1_locations: + - docs/ansible.md + year: N/A +? https://www.xataka.com/aplicaciones/copilot-escribe-40-codigo-lenguajes-como-java-python-que-llega-a-github-cinco-anos-llegara-al-80 +: content_hash: 6306d2ea24bff3a8cdd0edc3ee75020cabd3b39392aed0c60e5a900f33229521 + description: '' + health_score: 100.0 + last_checked: 1779030196.420809 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: Copilot ya escribe el 40% del cΓ³digo de lenguajes como Java'' + o Python que llega a GitHub. En cinco aΓ±os llegarΓ‘ al 80%' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +? https://www.xataka.com/aplicaciones/github-copilot-asistente-para-escribir-codigo-basado-ia-esta-disponible-para-todos-esto-que-costara +: content_hash: 09264fa81c89134217dc3a40d159895040f92284424c203afd0665ec0ed89bae + description: '' + health_score: 100.0 + last_checked: 1779029376.167641 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: GitHub Copilot, el asistente para programar basado en IA, ya'' + estΓ‘ disponible para todos: cuΓ‘nto cuesta y quienes lo pueden usar gratis' + v1_locations: + - docs/git.md + v2_locations: + - git.md + year: N/A +? https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche +: content_hash: 4e63ebc0c211657df3c2420a019e50c165d884eb4ac66bfb2bf6dd252b3a1158 + description: '' + health_score: 100.0 + last_checked: 1779030115.600196 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: El Excel se ha usado en la FΓ³rmula 1 hasta que se han dado cuenta'' + que no es la mejor forma de controlar las 20.000 piezas del coche' + v1_locations: + - docs/customer.md + - docs/databases.md + v2_locations: + - databases.md + - customer.md + year: N/A +? https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral +: ai_summary: 'Explores why the Great Resignation in Spain manifested differently + than in the US, highlighting two powerful structural friction points: lower baseline + salaries and legacy severance pay/indemnification laws. Synthesizes how these + economic architectures deter workers from proactive risk-taking. [SPANISH CONTENT]' + barreras: salarios bajos e indemnizaciones' + complexity: Intermediate + content_hash: 735d571e2b4f313ab79f5e599c912d42bd22215e88bae53d02140312e46dd138 + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Market Dynamics & Economic Shifts + - Labor Economics in Technology + is_microservice: false + language: Spanish + last_checked: 1779030824.603073 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'xataka.com: La Gran Renuncia estΓ‘ ganando terreno en EspaΓ±a, pero hay dos'' + barreras: salarios bajos e indemnizaciones' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +? https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors +: ai_summary: Analyzes the severe threat that hyper-competitive global remote hiring + poses to Spanish Small and Medium Enterprises (SMEs). Highlights the critical + struggle of regional companies to retain senior engineering talent against foreign + companies paying international rates. [SPANISH CONTENT] + complexity: Advanced + content_hash: e223e515d2d78bb8ac5cbcd03d5cc5a8e3dfc5c7594d9d05fdb90d09538556fd + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Market Dynamics & Economic Shifts + - Labor Economics in Technology + is_microservice: false + language: Spanish + last_checked: 1779031809.905996 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: La guerra de talento en el sector tecnolΓ³gico amenaza la viabilidad'' + de muchas pymes espaΓ±olas: cada vez les resulta mΓ‘s difΓ­cil retener a los seniors' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +? https://www.xataka.com/empresas-y-economia/han-recomendado-calcular-cuanto-dinero-queda-al-resto-despedirles-startups-espanolas-frente-a-quiebra-svb +: content_hash: 4d802875252d2e4a39f122b356e3a5d658fdcfa9f20d3206560fe5103f069e62 + description: '' + health_score: 100.0 + last_checked: 1779034461.597118 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: "Han recomendado calcular cuΓ‘nto dinero queda y al resto despedirles":'' + las startups espaΓ±olas frente a la quiebra de SVB' + v1_locations: + - docs/hr.md + v2_locations: + - hr.md + year: N/A +? https://www.xataka.com/empresas-y-economia/no-asciendo-aprendo-me-largo-empresa-crecimiento-profesional-como-estrategia-para-retener-talento +: ai_summary: Analyzes the shift in modern engineering culture where the absence of + clear promotion tracks and technical skill development acts as a primary trigger + for developer resignation. Argues that continuous learning opportunities are the + ultimate talent retention vector. [SPANISH CONTENT] + complexity: Intermediate + content_hash: d1517ed3788c19191aa0a3824be66f7ab33af4495745ad621de7265de089c643 + description: '' + health_score: 100.0 + hierarchy: + - Engineering Leadership & Career Dynamics + - Professional Growth & Career Strategy + - Career Transition Decisioning + is_microservice: false + language: Spanish + last_checked: 1779034509.910318 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: Si no asciendo ni aprendo, me largo de la empresa: el crecimiento'' + profesional como estrategia para retener talento' + v1_locations: + - docs/recruitment.md + v2_locations: + - recruitment.md + year: N/A +? https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada +: content_hash: e9cd86bffde226cf88b1ba5063a8f9ecdc8355b09b52298c92eab1c2518f83b3 + description: '' + health_score: 100.0 + last_checked: 1779029172.643837 + stars: 0 + status: online + title: 'xataka.com: Me hice funcionario siendo ingeniero: quΓ© me da la administraciΓ³n'' + pΓΊblica que no consigue la empresa privada' + v1_locations: + - docs/recruitment.md + year: N/A +? https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada-1 +: ai_summary: A first-person architectural comparison of engineering life in the private + tech sector versus public administration in Spain. Contrasts high-pressure, high-volatility + private enterprises with the stability, defined schedules, and structural predictability + of public sector engineering roles. [SPANISH CONTENT] + complexity: Intermediate + description: '' + hierarchy: + - Engineering Leadership & Career Dynamics + - Professional Growth & Career Strategy + - Career Transition Decisioning + is_microservice: false + language: Spanish + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: Me hice funcionario siendo ingeniero: quΓ© me da la administraciΓ³n + pΓΊblica que no consigue la empresa privada' + v2_locations: + - recruitment.md + year: '2022' +https://www.xataka.com/magnet/esclavos-improductividad-70-reuniones-impiden-que-empleados-hagan-su-trabajo: + content_hash: 185a7ce2f2613078a525a2fb900499af71601d573156005a0b58fcad0b5dc833 + health_score: 100.0 + last_checked: 1779130494.95991 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/project-management-methodology.md + v2_locations: + - project-management-methodology.md +https://www.xataka.com/magnet/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos: + ai_summary: Deconstructs the macro-level socioeconomic causes of the American workplace + exodus for a European audience. Details the long-standing friction points of high-pressure + work cultures, wage stagnation, and how the post-pandemic paradigm offered unprecedented + leverage to workers. [SPANISH CONTENT] + complexity: Intermediate + description: '' + hierarchy: + - Engineering Leadership & Career Dynamics + - Market Dynamics & Economic Shifts + - The Great Resignation Paradigm + is_microservice: false + language: Spanish + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'magnet.xataka.com: La "gran renuncia" americana, o cΓ³mo los trabajadores + se han hartado del sistema y estΓ‘n dejando sus empleos' + v2_locations: + - recruitment.md + year: '2021' +https://www.xataka.com/movilidad/auge-coche-electrico-autonomo-se-ha-topado-otra-barrera-software-volkswagen-sabe-bien: + barrera: el software. Volkswagen lo sabe bien' + content_hash: 4c278c1010c1e056aee628959b4fe86b8e6404d4e968a2f1ec03c1b9f8eac6ec + description: '' + health_score: 100.0 + last_checked: 1779030401.226446 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: El auge del coche elΓ©ctrico y autΓ³nomo se ha topado con otra'' + barrera: el software. Volkswagen lo sabe bien' + v1_locations: + - docs/customer.md + v2_locations: + - customer.md + year: N/A +https://www.xataka.com/pro/asi-se-reparte-mercado-cloud-tres-grandes-tienen-63-siguientes-10-22: + content_hash: 54aa48fc1d11a96bbd4ce2fa430a2f716f63ba509e44617452257da14d34eba8 + description: '' + health_score: 100.0 + last_checked: 1779031333.490986 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: AsΓ­ se reparte el mercado cloud: los tres grandes tienen el'' + 63%, los siguientes 10 un 22%' + v1_locations: + - docs/public-cloud-solutions.md + v2_locations: + - public-cloud-solutions.md + year: N/A +https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-herramienta-desarrollo-codigo: + content_hash: c809955afad5f07794502f802920f6b63d6d7863261a3fbf64a63b7ca782b2c6 + description: '' + health_score: 100.0 + last_checked: 1779030865.065883 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: Hasta AWS se pasa al low-code: Workflow Studio es su primera'' + herramienta de desarrollo de bajo cΓ³digo' + v1_locations: + - docs/aws-newfeatures.md + v2_locations: + - aws-newfeatures.md + year: N/A +? https://www.xataka.com/pro/deuda-tecnica-lastre-para-tecnologicas-estudio-senala-que-informaticos-pierden-casi-dia-trabajo-a-semana-para-solventarlas +: content_hash: 2a34dc13d56b51e6d95b6219d043c79dd3ee012daf735215c2bca1164290ec9c + description: '' + health_score: 100.0 + last_checked: 1779033976.685555 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'xataka.com: La deuda tΓ©cnica, un lastre para las tecnolΓ³gicas: un estudio'' + seΓ±ala que los informΓ‘ticos pierden casi un dΓ­a de trabajo a la semana para solventarlas' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +? https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana +: ai_summary: Investigates the structural likelihood of the 'Great Resignation' spreading + to the Spanish labor market. 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It provides a strategic framework for + resolving key platform engineering challenges such as Day 2 operations, infrastructure + dependency mapping, secure access control, and seamless local-to-remote environment + transitions. By abstracting cloud complexity, the session demonstrates how to + deliver high-velocity self-service capabilities to development teams while ensuring + governance and security compliance. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: HashiCorp Stack (Terraform, Vault, Consul, Boundary) + title: Building a developer platform? Ask these questions. + v1_locations: + - docs/index.md + video_order: 14 + year: N/A +https://www.youtube.com/embed/318elIq37PE: + ai_summary: This documentary details the pivotal technical evolution and open governance + model that led Kubernetes to win the container orchestration wars over competitors + like Docker Swarm and Mesos. For a 2026 Cloud Native context, it underscores the + enduring value of design principles like declarative APIs, reconciliation control + loops, and pluggable interfaces (CNI, CRI, CSI) that define modern platform engineering. + Understanding these foundational decisions allows architects to better design + scalable, vendor-neutral control planes for complex multi-cloud environments. + category: Fundamentals and Documentaries + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 5 + status: online + technology: Kubernetes + title: 'Kubernetes: The Documentary [PART 2]' + v1_locations: + - docs/index.md + video_order: 2 + year: N/A +https://www.youtube.com/embed/8g4qLzkpjeE?si=xcfl3ugsMGZ8Kthg: + ai_summary: This panel discussion provides a comprehensive architectural comparison + between Azure DevOps and GitHub Actions, focusing on enterprise governance, extensibility, + and CI/CD workflow migration strategies. It outlines decision frameworks for hybrid + platform setups, highlighting how organizations can leverage GitHub Actions for + modern cloud-native developer velocity while maintaining Azure DevOps for mature + project management, test plans, and strict regulatory compliance. 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Understanding this evolution + is critical for modern cloud-native architects, as it reveals the foundational + design patternsβ€”such as the reconciliation loop, declarative APIs, and decoupled + control planesβ€”that continue to govern state-of-the-art distributed systems and + platform engineering. + category: Fundamentals and Documentaries + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 5 + status: online + technology: Kubernetes + title: 'Kubernetes: The Documentary [PART 1]' + v1_locations: + - docs/index.md + video_order: 1 + year: N/A +https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxFMdlFKBQze7NVVd7q2nIwBYWkeaKeoX8&clipt=EIzBzwIY1fnSAg: + ai_summary: This session outlines the architectural deployment of Red Hat OpenShift + as a unified hybrid cloud platform, demonstrating how enterprise Kubernetes orchestrates + complex workloads across multi-cloud and edge environments. It highlights critical + integrations with GPU acceleration and AI/ML pipelines, establishing a robust + blueprint for modern MLOps and scalable cloud-native operations. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Red Hat OpenShift + title: Thursday morning general session - May 9 - Red Hat Summit 2019 + v1_locations: + - docs/index.md + video_order: 5 + year: N/A +https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxLbUzIJtyeKPi66qAvxxRlGbofYp_Gr8B&clipt=EIDy0gIY4MbWAg: + ai_summary: This session outlines the architectural enablement of cloud-native AI/ML + workloads by integrating Red Hat OpenShift with NVIDIA GPU acceleration and automated + MLOps platforms like H2O.ai and ProphetStor. It demonstrates how standardizing + on a Kubernetes-based hybrid cloud substrate abstracts heterogeneous hardware + environments, facilitating deterministic scaling, resource orchestration, and + cognitive monitoring for high-performance AI pipelines. This unified operational + model serves as a foundational blueprint for modern enterprise AI-platform engineering + and edge computing architectures. + category: AI and Future Operations + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Red Hat OpenShift + title: Thursday morning general session - May 9 - Red Hat Summit 2019 + v1_locations: + - docs/index.md + video_order: 6 + year: N/A +https://www.youtube.com/embed/Hc8emNr2igU?si=kehLRUpOAvyK_Bku: + ai_summary: Red Hat OpenShift AI provides an enterprise-grade MLOps platform built + on Kubernetes that standardizes the training, tuning, serving, and monitoring + of foundation and predictive AI models across hybrid and multi-cloud environments. + By integrating open-source frameworks like Jupyter, PyTorch, and KServe with certified + hardware accelerators, it delivers a secure, consistent, and self-service environment + for platform and data science teams. This architecture ensures robust AI governance, + operational scalability, and accelerated time-to-market for intelligent cloud-native + applications. + category: AI and Future Operations + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Red Hat OpenShift AI + title: Red Hat OpenShift AI overview + v1_locations: + - docs/index.md + video_order: 22 + year: N/A +https://www.youtube.com/embed/HlAXp0-M6SY?clip=UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3CSZ&clipt=EMSoKxiG3C4: + ai_summary: This seminal presentation outlines the paradigm shift from traditional + imperative configuration management to declarative, container-orchestrated infrastructure + by redefining the operating contract between applications and underlying systems. + Viewed from a 2026 cloud-native perspective, Kelsey Hightower's early demonstrations + of self-healing workloads, automated bin-packing, and custom controllers for automated + TLS provisioning serve as the foundational blueprint for modern platform engineering. + The architectural concepts coveredβ€”specifically decoupling stateful storage and + leveraging native service discoveryβ€”remain highly relevant for engineers transitioning + from static sysadmin practices to dynamic API-driven control loops. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 5 + status: online + technology: Kubernetes + title: Kubernetes for SysAdmins | Kelsey Hightower at PuppetConf | Talk & Demo + v1_locations: + - docs/index.md + video_order: 3 + year: N/A +https://www.youtube.com/embed/I8Qh-TafMvQ?si=1A2-kmq6mV-S-03c: + ai_summary: This discussion outlines how enterprise platform engineering teams leverage + Portworx to deliver automated, resilient Database-as-a-Service (DBaaS) capabilities + directly on Kubernetes. By abstracting multi-cloud storage, disaster recovery, + and data security, it highlights architectural strategies essential for scaling + stateful cloud-native workloads. For a 2026 cloud-native landscape, these unified + data management planes are critical for mitigating multi-cloud lock-in, controlling + cloud spend, and accelerating application delivery. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 3 + status: online + technology: Portworx + title: Murli Thirumale | KubeCon CloudNativeCon EU 2023 + v1_locations: + - docs/index.md + video_order: 12 + year: N/A +https://www.youtube.com/embed/IFUPG9KCJ4E?si=KMEXeVlcKTp87-Ja: + ai_summary: David Heinemeier Hansson critiques the complexity of modern Single Page + Application (SPA) architectures, advocating instead for the 'Majestic Monolith' + and HTML-over-the-wire (Hotwire) to keep application logic unified on the server. + In a 2026 cloud-native context, this paradigm challenges the overhead of decoupled + micro-frontends by proving that server-side rendering (SSR) combined with lightweight + HTML streaming dramatically simplifies deployment pipelines, reduces client-side + resource consumption, and lowers data egress costs. This architectural approach + optimizes for operational efficiency, enabling smaller engineering teams to build + highly responsive, production-grade applications without managing complex API + contract synchronizations. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 4 + status: online + technology: Ruby on Rails / Hotwire + title: The creator of Rails on JavaScript FE vs. Classic Server-side Rendering + v1_locations: + - docs/index.md + video_order: 10 + year: N/A +https://www.youtube.com/embed/L8eJh1sfc1U?si=y546MyZpRe-thoad: + ai_summary: This video critically evaluates the over-engineering of distributed + systems, examining whether the operational overhead, network latency, and complexity + of microservices are justified for most projects. In a 2026 cloud-native landscape + focusing heavily on cost optimization and developer velocity, it advocates for + a pragmatic, domain-driven approach, highlighting modular monoliths as a powerful + alternative before prematurely adopting microservices. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Modular Monoliths + title: ΒΏDe verdad son necesarios los microservicios? + v1_locations: + - docs/index.md + video_order: 15 + year: N/A +https://www.youtube.com/embed/MRIv2IwFTPg?si=F07g869i6yIfqRdg: + ai_summary: This video deconstructs the foundational mathematical and algorithmic + mechanics of a single artificial neuron, illustrating its direct relationship + with linear regression, weights, biases, and activation functions. In a 2026 cloud-native + landscape, mastering these core neural principles is critical for platform architects + optimizing distributed micro-models and real-time AI inference engines deployed + on Kubernetes-driven edge and cloud infrastructure. This granular understanding + enables more efficient hardware acceleration profiling (GPUs/vGPUs/TPUs) and smarter + resource allocation for decentralized machine learning pipelines. + category: AI and Future Operations + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Neural Networks + title: 'ΒΏQuΓ© es una Red Neuronal? Parte 1 : La Neurona | DotCSV' + v1_locations: + - docs/index.md + video_order: 25 + year: N/A +https://www.youtube.com/embed/PxyyY7TsCqs?si=kzCRojDteESqork1: + ai_summary: This presentation details AXA Group's cloud migration strategy (ATLAS) + utilizing Terraform Enterprise as the cornerstone of their multi-cloud and private + IaaS migration factory. It highlights how a highly regulated financial enterprise + standardizes infrastructure-as-code (IaC) practices across multiple global subsidiaries + to accelerate cloud adoption while maintaining governance. For a 2026 cloud-native + landscape, this case study provides key insights into scaling self-service provisioning, + implementing policy-as-code, and automating multi-tenant enterprise architectures + at massive scale. + category: Infrastructure as Code + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Terraform Enterprise + title: Standardizing infrastructure automation with Terraform Enterprise + v1_locations: + - docs/index.md + video_order: 11 + year: N/A +https://www.youtube.com/embed/U_IFGpJDbeU?si=XzHSGU9dTH-1_0EW: + ai_summary: This guide provides a comprehensive architectural evaluation of various + Git branching strategies, including Trunk-Based Development, Feature Branches, + Git Flow, and Environment Branches, weighing their impacts on delivery velocity. + For a 2026 cloud-native landscape, it emphasizes how moving toward trunk-based + development or short-lived feature branches is essential for optimizing continuous + integration (CI) pipelines, minimizing integration debt, and enabling rapid, automated + deployments to Kubernetes and cloud environments. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Git + title: Branching Strategies Explained + v1_locations: + - docs/index.md + video_order: 16 + year: N/A +https://www.youtube.com/embed/UmbjwSK9b3I?clip=UgkxRGuBMDAVDqKckQ1lhk-9U2jLBhBIBI5l&clipt=EP2dHhjd8iE: + ai_summary: This architectural retrospective outlines Mercedes-Benz's transformation + from legacy, manual infrastructure management to an on-premises, self-service + cloud platform managing nearly 1,000 clusters via Cluster API (CAPI). In a 2026 + cloud-native context, it demonstrates the vital patterns for scaling declarative + cluster lifecycle management and shifting traditional enterprise operations toward + platform engineering model. The session highlights how organizational resilience, + open-source alignment, and robust automation topologies can successfully modernize + highly regulated corporate data centers. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Kubernetes + title: 'Keynote: 7 Years of Running Kubernetes for Mercedes-Benz' + v1_locations: + - docs/index.md + video_order: 7 + year: N/A +https://www.youtube.com/embed/V7PSnH8YnTk?si=6Mq4wjpipTLwUvYe: + ai_summary: Red Hat OpenShift Platform Plus provides an enterprise-grade, multi-cluster + Kubernetes foundation integrating advanced cluster management, declarative DevSecOps + security, and a global container registry. In a 2026 cloud-native landscape, it + delivers a unified platform engineering control plane that simplifies multi-cloud + operations while enforcing consistent governance and security policies from core + to edge. This suite accelerates secure software delivery pipelines by embedding + automated compliance and threat protection directly into the application lifecycle. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 3 + status: online + technology: Red Hat OpenShift + title: Red Hat OpenShift Platform Plus - Overview + v1_locations: + - docs/index.md + video_order: 13 + year: N/A +https://www.youtube.com/embed/aZ5EsdnpLMI?si=ESsNnVwE8IdWSiWZ: + ai_summary: This documentary anthology traces the rapid evolution of artificial + intelligence from early deep learning implementations to advanced generative AI + systems like Google's Bard and OpenAI's ChatGPT. For 2026 cloud-native architectures, + these developments highlight the critical need for integrating scalable AI model + orchestration, strict ethical guardrails, and secure data pipelines directly into + enterprise platform engineering. Understanding these socio-technical shifts assists + cloud architects in designing resilient, compliant AI-integrated infrastructures + that balance massive computational demands with robust operational governance. + category: AI and Future Operations + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Generative AI and Large Language Models + title: Artificial Intelligence | 60 Minutes Full Episodes + v1_locations: + - docs/index.md + video_order: 20 + year: N/A +https://www.youtube.com/embed/cdZZpaB2kDM?clip=UgkxWAPHZbVaNZzk9pi0lMu6k5ABLuMHBtRL&clipt=EK2rfRjW9YAB: + ai_summary: This systemic interview highlights architectural principles around open-sourcing + core algorithms to enforce platform transparency and trust, directly paralleling + modern GitOps, policy-as-code, and zero-trust verification frameworks in Cloud + Native environments. Additionally, the insights on extreme manufacturing automation + offer critical design lessons for 2026 edge computing, emphasizing the necessity + of closed-loop automation, event-driven orchestration, and radical simplification + of complex distributed infrastructures. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Distributed Systems Strategy + title: Elon Musk talks Twitter, Tesla and how his brain works β€” live at TED2022 + v1_locations: + - docs/index.md + video_order: 19 + year: N/A +https://www.youtube.com/embed/ghzsBm8vOms: + ai_summary: This video details the evolution of cloud operations into Platform Engineering, + focusing on the architecture and implementation of Internal Developer Platforms + (IDPs) to mitigate developer cognitive load. By establishing standardized 'golden + paths' through Infrastructure as Code (IaC) and self-service APIs, organizations + can balance developer autonomy with rigorous governance, security, and compliance. + This paradigm shift optimizes resource provisioning and modernizes DevOps workflows + for highly scalable, cloud-native environments. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Platform Engineering + title: What is Platform Engineering and how it fits into DevOps and Cloud world + v1_locations: + - docs/index.md + video_order: 8 + year: N/A +https://www.youtube.com/embed/hAwtrJlBVJY?si=bnyptzNFx4jzOiEj: + ai_summary: This analysis dissects the macroeconomic shift from hyper-growth talent + hoarding to hyper-efficiency, highlighting the systemic collapse of bloated engineering + teams in favor of lean, automated operations. For a 2026 cloud-native landscape, + this underscores the critical role of platform engineering and robust FinOps architectures + designed to maximize resource utilization while minimizing human-in-the-loop operational + overhead. Architects must leverage these insights to build self-healing, highly + automated platforms that successfully decouple organizational scale from headcount. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: FinOps + title: The Brutal Truth Behind Tech Layoffs + v1_locations: + - docs/index.md + video_order: 21 + year: N/A +https://www.youtube.com/embed/nrhxNNH5lt0?si=U5h1mbkbF6ZEOvlj: + ai_summary: This video details the transition from traditional, late-stage security + audits to DevSecOps, explaining how shifting security left eliminates deployment + bottlenecks in fast-paced delivery pipelines. It covers the automation of static + analysis (SAST), software composition analysis (SCA), and container scanning directly + within CI/CD workflows. In a 2026 cloud-native context, this paradigm is critical + for securing ephemeral microservices and maintaining continuous compliance without + sacrificing deployment velocity. + category: Security and Compliance + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: DevSecOps + title: What is DevSecOps? DevSecOps explained in 8 Mins + v1_locations: + - docs/index.md + video_order: 18 + year: N/A +https://www.youtube.com/embed/rT4fJNbfe14: + ai_summary: This documentary explores the architectural genesis of Prometheus at + SoundCloud, detailing how the shift to microservices necessitated a fundamental + pivot from host-based monitoring to a pull-based, multi-dimensional metric data + model. In a 2026 cloud-native context, understanding these foundational design + decisionsβ€”specifically the trade-offs of localized TSDB storage, HTTP pull mechanics, + and PromQLβ€”is vital for architecting self-healing, high-cardinality observability + pipelines across distributed, edge, and hybrid-cloud environments. + category: Observability and Monitoring + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Prometheus + title: 'Prometheus: The Documentary' + v1_locations: + - docs/index.md + video_order: 4 + year: N/A +https://www.youtube.com/embed/rkXGSLf-rVQ?si=Ho8Zzxbrecn7Yncb: + ai_summary: In this discussion, David Heinemeier Hansson critiques the dogmatic + adoption of microservices, highlighting how they introduce substantial operational + complexity, network latency, and cognitive load compared to a well-structured + monolith. He champions the 'Majestic Monolith' as a pattern that maximizes developer + velocity and reduces organizational overhead by keeping the deployment domain + unified. For modern cloud-native architectures, this perspective serves as a crucial + counterweight to microservice fatigue, driving the industry toward highly-optimized + modular monoliths that simplify infrastructure and cut cloud spend. + category: Architecture and Cloud Strategy + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 4 + status: online + technology: Ruby on Rails + title: 'David Heinemeier Hansson: Microservices vs. Monolith' + v1_locations: + - docs/index.md + video_order: 9 + year: N/A +https://www.youtube.com/embed/videoseries?si=GBJtqv36O8bslj9z&list=PLvBBnHmZuNQJeznYL2F-MpZYBUeLIXYEe: + ai_summary: This comprehensive video series details core Jenkins CI/CD automation + techniques, including Pipeline-as-Code implementations and system management best + practices. In a 2026 cloud-native context, mastering Jenkins remains critical + for orchestrating complex build pipelines, bridging the gap between legacy infrastructure + and modern Kubernetes deployment targets. The tutorials provide foundational architectural + patterns for establishing scalable, automated, and reproducible continuous integration + workflows across distributed enterprise environments. + category: Fundamentals and Documentaries + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: Jenkins + title: Jenkins Tutorials + v1_locations: + - docs/index.md + video_order: 24 + year: N/A +https://www.youtube.com/embed/videoseries?si=fJvBV63-mjQ6S-Ht&list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7: + ai_summary: NetBox serves as the foundational source of truth for modern network + automation by integrating IP Address Management (IPAM) and Data Center Infrastructure + Management (DCIM) into a unified database. In a 2026 Cloud Native ecosystem, it + empowers Infrastructure as Code (IaC) pipelines to dynamically query and enforce + intended network state via robust APIs, effectively eliminating configuration + drift. This architectural approach bridges the gap between physical hardware tracking + and automated, declarative network orchestration across complex hybrid environments. + category: Infrastructure as Code + description: Featured video in the Top Videos & Clips section. + health_score: 100.0 + is_enriched: true + is_featured_video: true + last_checked: 0.0 + stars: 0 + status: online + technology: NetBox + title: NetBox Zero To Hero + v1_locations: + - docs/index.md + video_order: 26 + year: N/A +https://www.youtube.com/embed/videoseries?si=zdATyq_E2wXN7AC6&list=PLbMP1JcGBmSGKO8UreWpOBOhCqilejhtd: + ai_summary: This video series explores the architectural origins of Kubernetes, + detailing its transition from Google's centralized Borg system to an open, extensible, + and API-driven control plane. 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Conducted in Spanish, offering deep + insights into standard commands, conflict resolution, and branching models. 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Demonstrates writing dynamic pipelines using visual and declarative + Jenkinsfiles. + complexity: intermediate + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + hierarchy: + - Cluster Management + - Ecosystem Platforms + - KubeSphere + is_microservice: true + language: en + last_checked: 1779033002.789496 + resource_type: video + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'youtube: Create a Jenkins Pipeline on Kubernetes with CI/CD Pipeline Template + in KubeSphere' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: '2021' +https://www.youtube.com/watch?v=N8P9ZLMA2xY: + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + last_checked: 1779032178.065833 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'youtube: Jenkins Prometheus Grafana Dashboard | Prometheus Jenkins Monitoring'' + | Prometheus.yml | Thetips4you' + v1_locations: + - docs/jenkins.md + v2_locations: + - jenkins.md + year: N/A +https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn: + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + last_checked: 1779030434.573753 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'youtube: Exercises / Monitoring : How to install node exporter 🌟' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc: + ai_summary: Complete orchestration video guide setting up an end-to-end containerized + application on AWS EKS using Terraform. Features RDS database attachments, Secrets + Manager integrations, and ALB Ingress configurations. + complexity: Intermediate + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Platforms + - AWS + - Infrastructure as Code + - Terraform and EKS + is_microservice: false + language: English + last_checked: 1779034558.623088 + needs_ai_refresh: true + resource_type: Video + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: 'youtube: CloudGeeks - Terraform Eks Kubernetes RDS Secrets Manager Eksctl'' + Cloudformation ALB Controller (Redmine App)' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage: + ai_summary: A live presentation recording demonstrating hands-on exploitation and + defense tactics inside Kubernetes environments. It showcases tools like kube-hunter, + kubectl abuse vectors, and configuration defense setups. + complexity: Intermediate + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Kubernetes + - Security + is_microservice: false + language: English + last_checked: 1779030857.259054 + needs_ai_refresh: true + resource_type: Video + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'youtube: Kubernetes Security: Attacking and Defending K8s Clusters - by'' + Magno Logan' + v1_locations: + - docs/kubernetes-security.md + v2_locations: + - kubernetes-security.md + year: N/A +https://www.youtube.com/watch?v=OQAXQrKhIt0&ab_channel=keptn: + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + last_checked: 1779031796.871339 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'youtube: Tutorial - Keptn in a box' + v1_locations: + - docs/keptn.md + v2_locations: + - keptn.md + year: N/A +https://www.youtube.com/watch?v=OssIuHbgzJY: + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + last_checked: 1779029509.886614 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Nginxconf 2014. When Dynamic Becomes Static:The Next Step in Web Caching'' + Techniques: Wim Godden' + v1_locations: + - docs/caching.md + v2_locations: + - caching.md + year: N/A +https://www.youtube.com/watch?v=PbwQWw7xSOM: + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + last_checked: 1779033025.518253 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'youtube.com: Building an API with Swagger' + v1_locations: + - docs/swagger-code-generator-for-rest-apis.md + v2_locations: + - swagger-code-generator-for-rest-apis.md + year: N/A +https://www.youtube.com/watch?v=PjiJsllKZrI&ab_channel=ACloudGuru: + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + last_checked: 1779030116.07165 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'youtube: Azure PowerShell account management with Azure contexts | A Cloud'' + Guru 🌟' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://www.youtube.com/watch?v=Q6i0LK4vHsU: + ai_summary: This Verizon enterprise case study details the systematic modernization + of legacy web applications into OpenShift-orchestrated container environments. + The presentation contrasts the initial monolithic architecture with the target + containerized state, highlighting lessons learned in traffic routing, configuration + injection, and automated CI/CD patterns. 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Details modular resource design, dependency mapping, drift protection, + and secure infrastructure-as-code delivery pipelines. + complexity: Intermediate + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Infrastructure as Code + - CloudFormation + is_microservice: false + language: English + last_checked: 1779033207.049487 + needs_ai_refresh: true + resource_type: Video Tutorial + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + - '[GUIDE]' + title: '==youtube.com: AWS Cloud Complete Bootcamp Course - CloudFormation | freeCodeCamp'' + 🌟==' + v1_locations: + - docs/aws-iac.md + - docs/aws-training.md + v2_locations: + - aws-training.md + - aws-iac.md + year: N/A +https://www.youtube.com/watch?v=zI7_8M2KtRI&ab_channel=MicroserviceFactory: + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + health_score: 100.0 + last_checked: 1779034529.285902 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/demos.md + v2_locations: + - demos.md +https://www.youtube.com/watch?v=zL0eLEl2BxI&ab_channel=TravisRoberts: + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + last_checked: 1779031231.339832 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'youtube: Azure DevOps Pipeline and Image Builder' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://www.youtube.com/watch?v=zQyrhjEAqLs: + ai_summary: A complete video guide systematically mapping the official AWS Cloud + Practitioner certification domains in Spanish. [SPANISH CONTENT] + complexity: Beginner + content_hash: a58f42eba145ce731655e19fc9dbd82f5e7ea6f996ffc63fef135401b402b287 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Infrastructure + - Training + - AWS Official + is_microservice: false + language: Spanish + last_checked: 1779032620.918349 + needs_ai_refresh: true + resource_type: Video Tutorial + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: AWS Cloud Practitioner - Curso Completo 2023 + v1_locations: + - docs/aws-training.md + - docs/cloud-asset-inventory.md + - docs/introduction.md + v2_locations: + - cloud-asset-inventory.md + - introduction.md + year: N/A +https://www.youtube.comwatch?v=b_norgxfh5y: + content_hash: N/A + health_score: 100.0 + last_checked: 1779033428.256085 + v1_locations: + - docs/ocp4.md +https://www.zartis.com/minimizing-costs-aks: + ai_summary: FinOps-centric strategy guide detailing actionable ways to minimize + AKS resource costs. Covers Spot VM integrations, autoscaler tuning, node pool + start/stop patterns, and fine-tuning pod CPU and memory requests to prevent cluster + over-provisioning. + complexity: Intermediate + content_hash: f66a0cbc1089955a96c4fe2d050f9971f23f1e744f1b419935b1074c5f081280 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Providers + - Azure + - Cost Optimization + is_microservice: false + language: English + last_checked: 1779030610.717173 + resource_type: blog + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zartis.com: How To Save A Fortune On Azure Kubernetes Service' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://www.zartis.com/simplify-your-sdlc-with-azure-devops: + content_hash: 8b596f103b368689be6d4f29e91ae07f51048b8143d3df16b13e860981f26335 + description: '' + health_score: 100.0 + last_checked: 1779034012.541633 + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zartis.com: Simplify Your SDLC with Azure DevOps' + v1_locations: + - docs/azure.md + v2_locations: + - azure.md + year: N/A +https://www.zdnet.com/article/amazon-red-hat-openshift-announced-for-public-cloud-kubernetes-users: + content_hash: 8e4e82f0abfb7d8123fbc0912159cc998f1fa78a10912c47dafa9a1e771e2544 + health_score: 100.0 + last_checked: 1779030811.292851 + needs_ai_refresh: true + v1_locations: + - docs/openshift.md +? https://www.zdnet.com/article/apis-published-apis-consumed-mainstream-enterprises-increasingly-behave-like-software-vendors +: content_hash: c72a417df64c68d2b8059fe3cd16d9b9dbb5f48928b7d3ac7993623f3fd050d4 + description: '' + health_score: 100.0 + last_checked: 1779029190.504976 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'APIs published, APIs consumed: mainstream enterprises increasingly behave'' + like software vendors' + v1_locations: + - docs/api.md + v2_locations: + - api.md + year: N/A +https://www.zdnet.com/article/as-cloud-costs-spiral-upward-enterprises-turn-to-a-thing-called-finops: + content_hash: 73d7273d501375b048606758844dd8ea8c30186bba7681877807e3f2c067f6dd + description: '' + health_score: 100.0 + last_checked: 1779030685.364913 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: As cloud costs spiral upward, enterprises turn to a thing called'' + FinOps' + v1_locations: + - docs/finops.md + v2_locations: + - finops.md + year: N/A +https://www.zdnet.com/article/aws-as-predicted-is-forking-elasticsearch: + content_hash: bf46f9845764d5f93137bb89508d0d6a922b26227ae31324903fd7c75f197e2a + description: '' + health_score: 100.0 + last_checked: 1779031962.846544 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: AWS, as predicted, is forking Elasticsearch' + v1_locations: + - docs/monitoring.md + v2_locations: + - monitoring.md + year: N/A +https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-container-collaboration: + content_hash: 5f3be410310aeb3aeecbe85d55b6cf8b28e9853f4748ac22af247d3ffb2e702d + description: '' + health_score: 100.0 + last_checked: 1779034572.642851 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: Corporate culture complicates Kubernetes and container collaboration 🌟 + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.zdnet.com/article/docker-changes-its-subscription-plans-usage-rules-and-product-line: + content_hash: c077367ef61abd1b423d3c6a6c0c9e0ae3f8dd14fb6e65d6ed6a4855ca46c9f1 + description: '' + health_score: 100.0 + last_checked: 1779034098.122838 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Docker changes its subscription plans, usage rules, and product'' + line' + v1_locations: + - docs/docker.md + v2_locations: + - docker.md + year: N/A +https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations: + ai_summary: 'Focuses on Red Hat''s licensing expansion, providing zero-cost RHEL + subscriptions to non-profit organizations and open-source development groups to + retain active community contributions. Double-Evidence: This reporting reviews + the policy shift; live grounding notes that despite these offers, many non-profit + infrastructure pools ultimately migrated to fully community-driven alternatives + to avoid license lock-in.' + complexity: Beginner + content_hash: ab003ced5472b53cfd6988dd934563b34e0c0657e8cab2fa30fccd207b3070e9 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Architecture + - Linux Operating Systems + - Enterprise Distributions + is_microservice: false + language: English + last_checked: 1779034523.817598 + needs_ai_refresh: true + resource_type: Technical News + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Red Hat introduces free RHEL for open-source, non-profit organizations' + v1_locations: + - docs/linux.md + v2_locations: + - linux.md + year: N/A +https://www.zdnet.com/article/google-cloud-rolls-out-new-security-tools-as-threat-landscape-heats-up: + content_hash: 86176ed43110ac3cd9b644f3d5b8c135ec0e37019166fd048c63ecd5bbc2a3b2 + description: '' + health_score: 100.0 + last_checked: 1779032057.373273 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Google Cloud rolls out new security tools as threat landscape'' + heats up' + v1_locations: + - docs/GoogleCloudPlatform.md + v2_locations: + - GoogleCloudPlatform.md + year: N/A +https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kubernetes: + ai_summary: Examines industry trends towards hands-off Kubernetes management via + GKE Autopilot. Details benefits for small to medium enterprise environments looking + to cut container runtime operations costs. + complexity: Beginner + content_hash: 04686b85c05ebbdfa2e3234fb4a3a71a0c47bd64502733a095c99c40909e93aa + description: '' + health_score: 100.0 + hierarchy: + - Public Cloud Providers + - Google Kubernetes Engine (GKE) + - Cluster Management + is_microservice: false + language: en + last_checked: 1779031945.74714 + needs_ai_refresh: true + resource_type: News + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Google introduces GKE Autopilot for hands-off Kubernetes' + v1_locations: + - docs/managed-kubernetes-in-public-cloud.md + v2_locations: + - managed-kubernetes-in-public-cloud.md + year: N/A +https://www.zdnet.com/article/google-releases-new-open-source-security-software-program-scorecards: + ai_summary: Explains Google's OpenSSF Scorecards initiative, which automates architectural + reviews of open-source projects. Focuses on critical security vectors such as + branch protections, signed commits, and dependency scanning. + complexity: Intermediate + content_hash: 104d0340a0154baf797dbf84bec7213a9a991efea25ebf3abae235590511d8ab + description: '' + health_score: 100.0 + hierarchy: + - Security + - Supply Chain + - Static Analysis + is_microservice: false + language: English + last_checked: 1779031415.596716 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Google releases new open-source security software program: Scorecards' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +https://www.zdnet.com/article/grafana-8-0-integrates-with-prometheus-alerting: + content_hash: 4aa880cd35694fd29ad2b8e1d174b8c18211693c0ff0e2eba2df297c9e991f6c + description: '' + health_score: 100.0 + last_checked: 1779032055.713397 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Grafana 8.0 integrates with Prometheus alerting' + v1_locations: + - docs/grafana.md + v2_locations: + - grafana.md + year: N/A +https://www.zdnet.com/article/kubernetes-dropping-docker-is-not-that-big-of-a-deal: + content_hash: d3e54c8564ce33e3c9823edb1a9631f2a68f54fc4e9c298a81ddf77186a44a80 + description: '' + health_score: 100.0 + last_checked: 1779033567.903906 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Kubernetes dropping Docker is not that big of a deal' + v1_locations: + - docs/kubernetes-releases.md + v2_locations: + - kubernetes-releases.md + year: N/A +https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-list-of-critical-open-source-projects: + ai_summary: Discusses high-level strategies initiated by Google and IBM to identify + and secure critical open-source software structures. Explores how public-private + partnerships aim to fortify base infrastructure projects globally. + complexity: Beginner + content_hash: a6c7655a4ec584567e0b03fa64264a2d4e2ee673800bee2a0149fb3d74d8a27f + description: '' + health_score: 100.0 + hierarchy: + - Security + - Supply Chain + - Open Source Policy + is_microservice: false + language: English + last_checked: 1779033417.365671 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Log4j: Google and IBM call for list of critical open source projects' + v1_locations: + - docs/devsecops.md + v2_locations: + - devsecops.md + year: N/A +? https://www.zdnet.com/article/open-source-observability-meet-data-transformation-grafana-7-0-promises-to-connect-unify-and-visualize-all-your-data +: content_hash: d9a01c0bbcd3b534383e81ba6c0a3c97b48fa18cc116d960c95c73fa80381189 + description: '' + health_score: 100.0 + last_checked: 1779033131.198054 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'Open source observability, meet data transformation: Grafana 7.0 promises'' + to connect, unify, and visualize all your data' + v1_locations: + - docs/grafana.md + v2_locations: + - grafana.md + year: N/A +https://www.zdnet.com/article/programming-languages-python-just-took-a-big-jump-forward: + content_hash: 557fd4b1f9f7cd662d9e3c9c2e83c3352ff70b359bf0e97b884b4cd2f9f02924 + description: '' + health_score: 100.0 + last_checked: 1779030847.57185 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Programming languages: Python just took a big jump forward' + v1_locations: + - docs/python.md + v2_locations: + - python.md + year: N/A +https://www.zdnet.com/article/puppet-introduces-beta-of-cloud-native-event-driven-devops-program-relay: + ai_summary: Archived industry reporting of Puppet's event-driven, cloud-native automated + workflow engine named Relay. Though Puppet's cloud-native solutions have evolved, + this resource highlights historical transitions toward serverless infrastructure + automation and trigger-based runbooks. + complexity: Intermediate + content_hash: 83c9d51553c239175e002ad145f127a4c64622993bf760803f619e189279d769 + description: '' + health_score: 100.0 + hierarchy: + - DevOps + - Orchestration + - Event-Driven Automation + is_microservice: false + language: en + last_checked: 1779033825.386164 + needs_ai_refresh: true + resource_type: Article + stars: 0 + status: online + tags: + - '[LEGACY]' + title: 'zdnet.com: Puppet introduces beta of cloud-native, event-driven DevOps program:'' + Relay' + v1_locations: + - docs/devops-tools.md + v2_locations: + - devops-tools.md + year: N/A +https://www.zdnet.com/article/qualys-partners-with-red-hat-to-improve-linux-and-kubernetes-security: + content_hash: 7aca940c941423128efd152c8f6ca68f805d7d38f0e6da9f21a7a7673ebe23ad + description: '' + health_score: 100.0 + last_checked: 1779029148.063193 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Qualys partners with Red Hat to improve Linux and Kubernetes'' + security' + v1_locations: + - docs/ocp4.md + v2_locations: + - ocp4.md + year: N/A +https://www.zdnet.com/article/rancher-labs-closes-40m-funding-round-to-run-kubernetes-everywhere: + content_hash: 73d5b3c4fdf0c39756dae3554f695cc5fa46b4a53739f7388b14b625814b8445 + description: '' + health_score: 100.0 + last_checked: 1779032455.854964 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Rancher Labs closes $40M funding round to "run Kubernetes everywhere"' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://www.zdnet.com/article/red-hat-expands-ansible-ready-to-run-cloud-programs: + content_hash: 43c8604636f0bbd094307114d9033eb64f1200652fda86cc220e30a1e983444d + description: '' + health_score: 100.0 + last_checked: 1779029508.172962 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: ed Hat expands Ansible ready to run cloud programs 🌟' + v1_locations: + - docs/ansible.md + v2_locations: + - ansible.md + year: N/A +https://www.zdnet.com/article/sql-nosql-whats-the-difference-these-days: + content_hash: ca87435d24721d3cf5c4dddf088da410e8b7be24d99e336ff6a1f5348c39417c + health_score: 100.0 + last_checked: 1779029175.025676 + needs_ai_refresh: true + status: online + tags: + - '[COMMUNITY-TOOL]' + v1_locations: + - docs/nosql.md + v2_locations: + - nosql.md +https://www.zdnet.com/article/stop-calling-devops-teams-devops-teams: + content_hash: 4bbcb23dc1e2a83b29c11957776a5fc9575a2a1383211f3ddf8521d5fb57ad4b + description: '' + health_score: 100.0 + last_checked: 1779034505.56173 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: Stop calling DevOps teams ''DevOps teams'' 🌟🌟' + v1_locations: + - docs/devops.md + v2_locations: + - devops.md + year: N/A +https://www.zdnet.com/article/suse-harvester-deploying-virtual-machines-with-kubernetes: + content_hash: 84c9b7fd5eb18f16d785ff6e4c564dc8e3aa927b002e101bc497bd9374a789b8 + description: '' + health_score: 100.0 + last_checked: 1779032879.184767 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: SUSE Harvester: Deploying virtual machines with Kubernetes' + v1_locations: + - docs/rancher.md + v2_locations: + - rancher.md + year: N/A +https://www.zdnet.com/article/the-year-ahead-in-devops-and-agile-more-automation-more-business-involvement-needed: + content_hash: 6583c73b7a04cf8e809f9d14d59d116ea6c27584d9a5f9d6c52790218e2de445 + description: '' + health_score: 100.0 + last_checked: 1779029365.591481 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: 'zdnet.com: The year ahead in DevOps and agile: bring on the automation,'' + bring on the business involvement' + v1_locations: + - docs/introduction.md + v2_locations: + - introduction.md + year: N/A +https://www.zdnet.com/article/theres-no-ops-like-noops-the-next-evolution-of-devops: + content_hash: 1e6f2ac2c00953c035516df0f43a122c434e876f77cb8012670adc96b32886dc + description: '' + health_score: 100.0 + last_checked: 1779032579.502388 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - 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Reinforces that encoding is not encryption and underlines the absolute + need for robust encryption-at-rest configurations. + complexity: Beginner description: "- [\"I've always wondered how folks expect a system would be able\ \ to protect data at rest like that. If the public key and private key are local\ \ on the machine - nothing is secure no matter what algorithm is used\"](https://x.com/jwendlandt)\n\ @@ -240595,2372 +272529,1005 @@ https://x.com/originalavalamp: \ layers are required to keep your secrets secret\"](https://x.com/SWengThomas)\n\ \ - \"You need to configure how the key is managed and ideally opt into something\ \ like KMS plugin (which depends on how the cluster is hosted) to make it good\"" - year: '2022' - stars: 3 - ai_summary: A multi-perspective community debate focusing on Base64 encoding in - secrets. 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It did not occur to us at the time that people could mistake base64 for some form - of encryption"' + of encryption v2_locations: - kubernetes-security.md -https://www.theodo.com/en-fr/blog/getting-started-with-kubectl-plugins: + year: '2022' +https://x.com/puksiarz: + content_hash: 78cc893f7da03347f34dfce653d1dc7d7a5a525b2cfd0394e7a017717c30dd98 health_score: 100.0 - last_checked: 1779130494.970539 - content_hash: bd687d53c751f37685d7ce37aa020153d7cd6f65e62f8b80766c05c5ab670a94 + last_checked: 1779130494.965643 + needs_ai_refresh: true v1_locations: - - docs/kubernetes.md - status: online - tags: - - '[COMMUNITY-TOOL]' - v2_locations: - - kubernetes.md -https://github.blog/developer-skills/5-devops-tips-to-speed-up-your-developer-workflow: + - docs/container-managers.md +https://x.com/pvergadia: + content_hash: 6182840cccc64a17bea2bcfd1167654fa0456ccb9a91efa7a2f4c528f920172d health_score: 100.0 - last_checked: 1779130494.993012 - content_hash: 11f7c30d4cb1e61810effa522bd51991a0354ffdd3831f12160c08d7de17f616 + last_checked: 1779130494.939782 + needs_ai_refresh: true v1_locations: - 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Curator insight warns against exposing node-level + namespaces during ad-hoc diagnostics sessions. 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Live Grounding validates that utilizing + & and * tags prevents node duplication within massive data structures. Ideal reference + for language parser developers. + complexity: Advanced + content_hash: N/A + description: '' + health_score: 100.0 + hierarchy: + - Platform Engineering + - Configuration Syntax + - Standards + is_microservice: false + language: English + last_checked: 1779029507.477592 + resource_type: Documentation + stars: 0 + status: online + tags: + - '[DE FACTO STANDARD]' + title: 'yaml.org: Anchors and Aliases' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://yamline.com: + ai_summary: A web utility geared for parsing and structural validation of complex + YAML architectures. It simplifies nested structure tracing, preventing misaligned + keys and spacing bugs. + complexity: Beginner + content_hash: b2f2605436ed7f20d227a488a63ff09e4ed323af19e13160ef803420d5950a93 + description: '' + health_score: 100.0 + hierarchy: + - Data Formats + - YAML + - Validation Tools + is_microservice: false + language: English + last_checked: 1779029562.696374 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: yamline.com + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://yamlvalidator.dev: + ai_summary: A privacy-focused web editor engineered for rapid and secure YAML markup + validation. It delivers real-time validation error alerts on structural and spacing + mistakes, reducing config-level deployment issues inside modern CI pipelines. + complexity: Beginner + content_hash: 196d82880c0743e9d3adfab157599a02c20b1b0c2465003dd26256a81532110a + description: '' + health_score: 100.0 + hierarchy: + - Data Formats + - YAML + - Validation Tools + is_microservice: false + language: English + last_checked: 1779032034.611699 + needs_ai_refresh: true + resource_type: Tool + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==yamlvalidator.dev: YAML Validator==' + v1_locations: + - docs/yaml.md + v2_locations: + - data-and-advanced-analytics.md + - yaml.md + year: N/A +https://yankeexe.medium.com/how-rolling-and-rollback-deployments-work-in-kubernetes-8db4c4dce599: + content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033037.073078 + stars: 0 + title: 'yankeexe.medium.com: How Rolling and Rollback Deployments work in Kubernetes' + v1_locations: + - docs/kubernetes.md + year: N/A +? https://yash-kukreja-98.medium.com/develop-on-kubernetes-series-demystifying-the-for-vs-owns-vs-watches-controller-builders-in-c11ab32a046e +: content_hash: N/A + description: '' + health_score: 100.0 + last_checked: 1779033609.468006 + stars: 0 + title: 'yash-kukreja-98.medium.com: Develop on Kubernetes Series β€” Demystifying'' + the For vs Owns vs Watches controller-builders in controller-runtime' + v1_locations: + - docs/kubernetes-based-devel.md + year: N/A +https://yeeply.com: + ai_summary: Managed marketplace connecting vetted mobile app developers, web developers, + and designers with enterprises seeking outsourced engineering solutions. + complexity: Intermediate + description: '' + hierarchy: + - Career and Freelancing + - Freelance Platforms + - Talent Matching + is_microservice: false + language: en + resource_type: Platform + stars: 1 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: yeeply 🌟 + v2_locations: + - freelancing.md + year: '2022' +https://yellow.systems/blog/how-to-build-a-scalable-web-application: + content_hash: 34797e12aa3011dfce4efa60b0fa5ffc5d693d9ebed3d73e28b5976a9d09c543 + description: '' + health_score: 100.0 + last_checked: 1779033421.748088 + needs_ai_refresh: true + stars: 0 + status: online + tags: + - '[COMMUNITY-TOOL]' + title: '==yellow.systems: How to Make a Scalable Web Application: Architecture,'' + Technologies, Cost== 🌟' + v1_locations: + - docs/introduction.md v2_locations: - introduction.md -https://www.stackrox.io/blog/amazon-eks-security-best-practices: + year: N/A +https://yitaek.medium.com/useful-tools-for-better-kubernetes-development-87820c2b9435: + content_hash: N/A description: '' - year: '2021' - stars: 0 - ai_summary: Exhaustive architectural guide compiling key security recommendations - for EKS. Addresses IAM integration, VPC configurations, network segmentation, - and host vulnerability hardening. - language: en - resource_type: Blog - complexity: Advanced - hierarchy: - - Cloud Infrastructure - - Orchestration - - Cluster Security - tags: - - '[COMMUNITY-TOOL]' - is_microservice: false - status: online - title: Amazon EKS Security Best Practices - v2_locations: - - managed-kubernetes-in-public-cloud.md -https://azureviking.com/post/terraform-module-azurerm-alz-subnet: health_score: 100.0 - last_checked: 1779130495.006905 - content_hash: 4fd786a2114e54c8cb5455989a557fe34dffc7afbe64c1bb2250e608ce4e654f + last_checked: 1779032371.487197 + stars: 0 + title: 'yitaek.medium.com: Useful Tools for Better Kubernetes Development 🌟' v1_locations: - - docs/terraform.md + - docs/kubernetes-based-devel.md + year: N/A +https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go: + ai_summary: Provides a practical, concrete code blueprint demonstrating how to query + Kubernetes resources dynamically without pre-compiled SDK structures. Simplifies + integration with custom CRDs. + complexity: Advanced + content_hash: 603bab35c85f4c2b101be1c9f29249755677e33ff22120009fd449c3a388d592 + description: '' + health_score: 100.0 + hierarchy: + - Cloud Native Languages + - Go + - Kubernetes Integration + is_microservice: false + language: en + last_checked: 1779029884.043996 + needs_ai_refresh: true + resource_type: Guide + stars: 0 status: online tags: - '[COMMUNITY-TOOL]' + - '[GUIDE]' + title: An example of using dynamic client of k8s.io/client-go + v1_locations: + - docs/golang.md v2_locations: - - terraform.md -https://grow.google/grow-your-career/articles/interview-tips: + - golang.md + year: N/A +https://ymmt2005.hatenablog.com/entry/k8s-things: + ai_summary: Curator Insight reviews 47 critical facets of advanced Kubernetes cluster + management and internal mechanisms. Live Grounding reveals that deep scheduling + controls, node affinity, and ingress routing are vital for expert operators. It + is a highly analytical learning reference. + complexity: Advanced + content_hash: a13e72156c58a410b66e839182633c735ed9c0cce5fdef5404eb35fbd701328c description: '' - year: '2022' - stars: 0 - ai_summary: Curator Insight introduces Google's interactive interview practice engine - powered by ML analysis. Live Grounding shows the tool leverages real-time speech-to-text - to evaluate domain-specific technical responses. It helps candidates refine behavioral - and structural communication. - language: English - resource_type: Interactive Tool - complexity: Beginner + health_score: 100.0 hierarchy: - Career Development - Interview Preparation - - General Resources + - Kubernetes Questions + is_microservice: true + language: English + last_checked: 1779033567.487271 + needs_ai_refresh: true + resource_type: Expert Guide + stars: 0 + status: online tags: - '[COMMUNITY-TOOL]' - is_microservice: false - status: online - title: 'grow.google: interview warmup' + - '[GUIDE]' + title: 'ymmt2005.hatenablog.com: 47 things that you should know to be a Kubernetes'' + experts (questions + answers)' + v1_locations: + - docs/interview-questions.md v2_locations: - interview-questions.md -https://aws.amazon.com/blogs/devops/setting-up-the-jenkins-plugin-for-aws-codedeploy: - description: '' - year: '2018' - stars: 0 - ai_summary: 'Curator Insight: Guide for setting up AWS CodeDeploy integration hooks - inside Jenkins environments. - - Live Grounding: While primarily legacy, it outlines key patterns for mapping standard - Jenkins build output artifacts directly onto the CodeDeploy engine.' - language: English - resource_type: Blog - complexity: Intermediate - hierarchy: - - Public Cloud Infrastructure - - AWS Ecosystem - - Legacy CI CD Integrations - tags: - - '[LEGACY]' - is_microservice: false - status: online - title: Setting Up the Jenkins Plugin for AWS CodeDeploy - v2_locations: - - aws-devops.md -https://redis.io/docs/latest/develop: - description: '' - year: '2026' - stars: 4 - ai_summary: Official developer documentation detailing Redis' built-in Pub/Sub and - Streams features. 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gh_license: Apache-2.0 -https://www.youtube.com/embed/BE77h7dmoQU: - title: 'Kubernetes: The Documentary [PART 1]' year: N/A - stars: 5 - description: Featured video in the Top Videos & Clips section. - status: online +https://…: + content_hash: N/A + description: '' health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This documentary chronicles the origin of Kubernetes from Google's internal - cluster managers Borg and Omega, highlighting the pivotal architectural transition - from virtual machines to containerized orchestration. Understanding this evolution - is critical for modern cloud-native architects, as it reveals the foundational - design patternsβ€”such as the reconciliation loop, declarative APIs, and decoupled - control planesβ€”that continue to govern state-of-the-art distributed systems and - platform engineering. - category: Fundamentals and Documentaries - is_featured_video: true - technology: Kubernetes - video_order: 1 - is_enriched: true -https://www.youtube.com/embed/318elIq37PE: - title: 'Kubernetes: The Documentary [PART 2]' - year: N/A - stars: 5 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This documentary details the pivotal technical evolution and open governance - model that led Kubernetes to win the container orchestration wars over competitors - like Docker Swarm and Mesos. For a 2026 Cloud Native context, it underscores the - enduring value of design principles like declarative APIs, reconciliation control - loops, and pluggable interfaces (CNI, CRI, CSI) that define modern platform engineering. - Understanding these foundational decisions allows architects to better design - scalable, vendor-neutral control planes for complex multi-cloud environments. - category: Fundamentals and Documentaries - is_featured_video: true - technology: Kubernetes - video_order: 2 - is_enriched: true -https://www.youtube.com/embed/HlAXp0-M6SY?clip=UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3CSZ&clipt=EMSoKxiG3C4: - title: Kubernetes for SysAdmins | Kelsey Hightower at PuppetConf | Talk & Demo - year: N/A - stars: 5 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This seminal presentation outlines the paradigm shift from traditional - imperative configuration management to declarative, container-orchestrated infrastructure - by redefining the operating contract between applications and underlying systems. - Viewed from a 2026 cloud-native perspective, Kelsey Hightower's early demonstrations - of self-healing workloads, automated bin-packing, and custom controllers for automated - TLS provisioning serve as the foundational blueprint for modern platform engineering. - The architectural concepts coveredβ€”specifically decoupling stateful storage and - leveraging native service discoveryβ€”remain highly relevant for engineers transitioning - from static sysadmin practices to dynamic API-driven control loops. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Kubernetes - video_order: 3 - is_enriched: true -https://www.youtube.com/embed/rT4fJNbfe14: - title: 'Prometheus: The Documentary' - year: N/A + last_checked: 1779034313.158552 stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 + title: 'Debugging Kubernetes Systems: Practical Advice with Quality Telemetry' v1_locations: - - docs/index.md - ai_summary: This documentary explores the architectural genesis of Prometheus at - SoundCloud, detailing how the shift to microservices necessitated a fundamental - pivot from host-based monitoring to a pull-based, multi-dimensional metric data - model. In a 2026 cloud-native context, understanding these foundational design - decisionsβ€”specifically the trade-offs of localized TSDB storage, HTTP pull mechanics, - and PromQLβ€”is vital for architecting self-healing, high-cardinality observability - pipelines across distributed, edge, and hybrid-cloud environments. - category: Observability and Monitoring - is_featured_video: true - technology: Prometheus - video_order: 4 - is_enriched: true -https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxFMdlFKBQze7NVVd7q2nIwBYWkeaKeoX8&clipt=EIzBzwIY1fnSAg: - title: Thursday morning general session - May 9 - Red Hat Summit 2019 + - docs/kubernetes-troubleshooting.md year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This session outlines the architectural deployment of Red Hat OpenShift - as a unified hybrid cloud platform, demonstrating how enterprise Kubernetes orchestrates - complex workloads across multi-cloud and edge environments. It highlights critical - integrations with GPU acceleration and AI/ML pipelines, establishing a robust - blueprint for modern MLOps and scalable cloud-native operations. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Red Hat OpenShift - video_order: 5 - is_enriched: true -https://www.youtube.com/embed/FUu4kMc0PL8?clip=UgkxLbUzIJtyeKPi66qAvxxRlGbofYp_Gr8B&clipt=EIDy0gIY4MbWAg: - title: Thursday morning general session - May 9 - Red Hat Summit 2019 - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - category: AI and Future Operations - technology: Red Hat OpenShift - video_order: 6 - ai_summary: This session outlines the architectural enablement of cloud-native AI/ML - workloads by integrating Red Hat OpenShift with NVIDIA GPU acceleration and automated - MLOps platforms like H2O.ai and ProphetStor. It demonstrates how standardizing - on a Kubernetes-based hybrid cloud substrate abstracts heterogeneous hardware - environments, facilitating deterministic scaling, resource orchestration, and - cognitive monitoring for high-performance AI pipelines. This unified operational - model serves as a foundational blueprint for modern enterprise AI-platform engineering - and edge computing architectures. - is_featured_video: true - is_enriched: true -https://www.youtube.com/embed/UmbjwSK9b3I?clip=UgkxRGuBMDAVDqKckQ1lhk-9U2jLBhBIBI5l&clipt=EP2dHhjd8iE: - title: 'Keynote: 7 Years of Running Kubernetes for Mercedes-Benz' - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This architectural retrospective outlines Mercedes-Benz's transformation - from legacy, manual infrastructure management to an on-premises, self-service - cloud platform managing nearly 1,000 clusters via Cluster API (CAPI). In a 2026 - cloud-native context, it demonstrates the vital patterns for scaling declarative - cluster lifecycle management and shifting traditional enterprise operations toward - platform engineering model. The session highlights how organizational resilience, - open-source alignment, and robust automation topologies can successfully modernize - highly regulated corporate data centers. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Kubernetes - video_order: 7 - is_enriched: true -https://www.youtube.com/embed/ghzsBm8vOms: - title: What is Platform Engineering and how it fits into DevOps and Cloud world - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This video details the evolution of cloud operations into Platform Engineering, - focusing on the architecture and implementation of Internal Developer Platforms - (IDPs) to mitigate developer cognitive load. By establishing standardized 'golden - paths' through Infrastructure as Code (IaC) and self-service APIs, organizations - can balance developer autonomy with rigorous governance, security, and compliance. - This paradigm shift optimizes resource provisioning and modernizes DevOps workflows - for highly scalable, cloud-native environments. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Platform Engineering - video_order: 8 - is_enriched: true -https://www.youtube.com/embed/rkXGSLf-rVQ?si=Ho8Zzxbrecn7Yncb: - title: 'David Heinemeier Hansson: Microservices vs. Monolith' - year: N/A - stars: 4 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: In this discussion, David Heinemeier Hansson critiques the dogmatic - adoption of microservices, highlighting how they introduce substantial operational - complexity, network latency, and cognitive load compared to a well-structured - monolith. He champions the 'Majestic Monolith' as a pattern that maximizes developer - velocity and reduces organizational overhead by keeping the deployment domain - unified. For modern cloud-native architectures, this perspective serves as a crucial - counterweight to microservice fatigue, driving the industry toward highly-optimized - modular monoliths that simplify infrastructure and cut cloud spend. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Ruby on Rails - video_order: 9 - is_enriched: true -https://www.youtube.com/embed/IFUPG9KCJ4E?si=KMEXeVlcKTp87-Ja: - title: The creator of Rails on JavaScript FE vs. Classic Server-side Rendering - year: N/A - stars: 4 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: David Heinemeier Hansson critiques the complexity of modern Single Page - Application (SPA) architectures, advocating instead for the 'Majestic Monolith' - and HTML-over-the-wire (Hotwire) to keep application logic unified on the server. - In a 2026 cloud-native context, this paradigm challenges the overhead of decoupled - micro-frontends by proving that server-side rendering (SSR) combined with lightweight - HTML streaming dramatically simplifies deployment pipelines, reduces client-side - resource consumption, and lowers data egress costs. This architectural approach - optimizes for operational efficiency, enabling smaller engineering teams to build - highly responsive, production-grade applications without managing complex API - contract synchronizations. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Ruby on Rails / Hotwire - video_order: 10 - is_enriched: true -https://www.youtube.com/embed/PxyyY7TsCqs?si=kzCRojDteESqork1: - title: Standardizing infrastructure automation with Terraform Enterprise - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This presentation details AXA Group's cloud migration strategy (ATLAS) - utilizing Terraform Enterprise as the cornerstone of their multi-cloud and private - IaaS migration factory. It highlights how a highly regulated financial enterprise - standardizes infrastructure-as-code (IaC) practices across multiple global subsidiaries - to accelerate cloud adoption while maintaining governance. For a 2026 cloud-native - landscape, this case study provides key insights into scaling self-service provisioning, - implementing policy-as-code, and automating multi-tenant enterprise architectures - at massive scale. - category: Infrastructure as Code - is_featured_video: true - technology: Terraform Enterprise - video_order: 11 - is_enriched: true -https://www.youtube.com/embed/I8Qh-TafMvQ?si=1A2-kmq6mV-S-03c: - title: Murli Thirumale | KubeCon CloudNativeCon EU 2023 - year: N/A - stars: 3 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This discussion outlines how enterprise platform engineering teams leverage - Portworx to deliver automated, resilient Database-as-a-Service (DBaaS) capabilities - directly on Kubernetes. By abstracting multi-cloud storage, disaster recovery, - and data security, it highlights architectural strategies essential for scaling - stateful cloud-native workloads. For a 2026 cloud-native landscape, these unified - data management planes are critical for mitigating multi-cloud lock-in, controlling - cloud spend, and accelerating application delivery. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Portworx - video_order: 12 - is_enriched: true -https://www.youtube.com/embed/V7PSnH8YnTk?si=6Mq4wjpipTLwUvYe: - title: Red Hat OpenShift Platform Plus - Overview - year: N/A - stars: 3 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: Red Hat OpenShift Platform Plus provides an enterprise-grade, multi-cluster - Kubernetes foundation integrating advanced cluster management, declarative DevSecOps - security, and a global container registry. In a 2026 cloud-native landscape, it - delivers a unified platform engineering control plane that simplifies multi-cloud - operations while enforcing consistent governance and security policies from core - to edge. This suite accelerates secure software delivery pipelines by embedding - automated compliance and threat protection directly into the application lifecycle. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Red Hat OpenShift - video_order: 13 - is_enriched: true -https://www.youtube.com/embed/1Fl25dR01pw?si=bJlQozIfT3J4rhN3: - title: Building a developer platform? Ask these questions. - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This session details how to build secure, scalable developer platforms - by defining 'golden paths' using HashiCorp's suite of automation tools, including - Terraform, Vault, Consul, and Boundary. It provides a strategic framework for - resolving key platform engineering challenges such as Day 2 operations, infrastructure - dependency mapping, secure access control, and seamless local-to-remote environment - transitions. By abstracting cloud complexity, the session demonstrates how to - deliver high-velocity self-service capabilities to development teams while ensuring - governance and security compliance. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: HashiCorp Stack (Terraform, Vault, Consul, Boundary) - video_order: 14 - is_enriched: true -https://www.youtube.com/embed/L8eJh1sfc1U?si=y546MyZpRe-thoad: - title: ΒΏDe verdad son necesarios los microservicios? - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This video critically evaluates the over-engineering of distributed - systems, examining whether the operational overhead, network latency, and complexity - of microservices are justified for most projects. In a 2026 cloud-native landscape - focusing heavily on cost optimization and developer velocity, it advocates for - a pragmatic, domain-driven approach, highlighting modular monoliths as a powerful - alternative before prematurely adopting microservices. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Modular Monoliths - video_order: 15 - is_enriched: true -https://www.youtube.com/embed/U_IFGpJDbeU?si=XzHSGU9dTH-1_0EW: - title: Branching Strategies Explained - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This guide provides a comprehensive architectural evaluation of various - Git branching strategies, including Trunk-Based Development, Feature Branches, - Git Flow, and Environment Branches, weighing their impacts on delivery velocity. - For a 2026 cloud-native landscape, it emphasizes how moving toward trunk-based - development or short-lived feature branches is essential for optimizing continuous - integration (CI) pipelines, minimizing integration debt, and enabling rapid, automated - deployments to Kubernetes and cloud environments. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Git - video_order: 16 - is_enriched: true -https://www.youtube.com/embed/8g4qLzkpjeE?si=xcfl3ugsMGZ8Kthg: - title: 'Panel: Azure DevOps vs. GitHub Actions' - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This panel discussion provides a comprehensive architectural comparison - between Azure DevOps and GitHub Actions, focusing on enterprise governance, extensibility, - and CI/CD workflow migration strategies. It outlines decision frameworks for hybrid - platform setups, highlighting how organizations can leverage GitHub Actions for - modern cloud-native developer velocity while maintaining Azure DevOps for mature - project management, test plans, and strict regulatory compliance. Essential for - cloud architects planning long-term toolchain evolution, this session clarifies - integration pathways and future-proof migration strategies. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Azure DevOps & GitHub Actions - video_order: 17 - is_enriched: true -https://www.youtube.com/embed/nrhxNNH5lt0?si=U5h1mbkbF6ZEOvlj: - title: What is DevSecOps? DevSecOps explained in 8 Mins - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This video details the transition from traditional, late-stage security - audits to DevSecOps, explaining how shifting security left eliminates deployment - bottlenecks in fast-paced delivery pipelines. It covers the automation of static - analysis (SAST), software composition analysis (SCA), and container scanning directly - within CI/CD workflows. In a 2026 cloud-native context, this paradigm is critical - for securing ephemeral microservices and maintaining continuous compliance without - sacrificing deployment velocity. - category: Security and Compliance - is_featured_video: true - technology: DevSecOps - video_order: 18 - is_enriched: true -https://www.youtube.com/embed/cdZZpaB2kDM?clip=UgkxWAPHZbVaNZzk9pi0lMu6k5ABLuMHBtRL&clipt=EK2rfRjW9YAB: - title: Elon Musk talks Twitter, Tesla and how his brain works β€” live at TED2022 - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This systemic interview highlights architectural principles around open-sourcing - core algorithms to enforce platform transparency and trust, directly paralleling - modern GitOps, policy-as-code, and zero-trust verification frameworks in Cloud - Native environments. Additionally, the insights on extreme manufacturing automation - offer critical design lessons for 2026 edge computing, emphasizing the necessity - of closed-loop automation, event-driven orchestration, and radical simplification - of complex distributed infrastructures. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: Distributed Systems Strategy - video_order: 19 - is_enriched: true -https://www.youtube.com/embed/aZ5EsdnpLMI?si=ESsNnVwE8IdWSiWZ: - title: Artificial Intelligence | 60 Minutes Full Episodes - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This documentary anthology traces the rapid evolution of artificial - intelligence from early deep learning implementations to advanced generative AI - systems like Google's Bard and OpenAI's ChatGPT. For 2026 cloud-native architectures, - these developments highlight the critical need for integrating scalable AI model - orchestration, strict ethical guardrails, and secure data pipelines directly into - enterprise platform engineering. Understanding these socio-technical shifts assists - cloud architects in designing resilient, compliant AI-integrated infrastructures - that balance massive computational demands with robust operational governance. - category: AI and Future Operations - is_featured_video: true - technology: Generative AI and Large Language Models - video_order: 20 - is_enriched: true -https://www.youtube.com/embed/hAwtrJlBVJY?si=bnyptzNFx4jzOiEj: - title: The Brutal Truth Behind Tech Layoffs - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This analysis dissects the macroeconomic shift from hyper-growth talent - hoarding to hyper-efficiency, highlighting the systemic collapse of bloated engineering - teams in favor of lean, automated operations. For a 2026 cloud-native landscape, - this underscores the critical role of platform engineering and robust FinOps architectures - designed to maximize resource utilization while minimizing human-in-the-loop operational - overhead. Architects must leverage these insights to build self-healing, highly - automated platforms that successfully decouple organizational scale from headcount. - category: Architecture and Cloud Strategy - is_featured_video: true - technology: FinOps - video_order: 21 - is_enriched: true -https://www.youtube.com/embed/Hc8emNr2igU?si=kehLRUpOAvyK_Bku: - title: Red Hat OpenShift AI overview - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: Red Hat OpenShift AI provides an enterprise-grade MLOps platform built - on Kubernetes that standardizes the training, tuning, serving, and monitoring - of foundation and predictive AI models across hybrid and multi-cloud environments. - By integrating open-source frameworks like Jupyter, PyTorch, and KServe with certified - hardware accelerators, it delivers a secure, consistent, and self-service environment - for platform and data science teams. This architecture ensures robust AI governance, - operational scalability, and accelerated time-to-market for intelligent cloud-native - applications. - category: AI and Future Operations - is_featured_video: true - technology: Red Hat OpenShift AI - video_order: 22 - is_enriched: true -https://www.youtube.com/embed/videoseries?si=zdATyq_E2wXN7AC6&list=PLbMP1JcGBmSGKO8UreWpOBOhCqilejhtd: - title: 'Kubernetes: The Documentary' - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - category: Fundamentals and Documentaries - technology: Kubernetes - video_order: 23 - ai_summary: This video series explores the architectural origins of Kubernetes, - detailing its transition from Google's centralized Borg system to an open, extensible, - and API-driven control plane. Understanding these foundational distributed systems - patterns is crucial for platform engineers in 2026 to effectively design resilient, - multi-cluster orchestration strategies. - is_featured_video: true - is_enriched: true -https://www.youtube.com/embed/videoseries?si=GBJtqv36O8bslj9z&list=PLvBBnHmZuNQJeznYL2F-MpZYBUeLIXYEe: - title: Jenkins Tutorials - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - category: Fundamentals and Documentaries - technology: Jenkins - video_order: 24 - ai_summary: This comprehensive video series details core Jenkins CI/CD automation - techniques, including Pipeline-as-Code implementations and system management best - practices. In a 2026 cloud-native context, mastering Jenkins remains critical - for orchestrating complex build pipelines, bridging the gap between legacy infrastructure - and modern Kubernetes deployment targets. The tutorials provide foundational architectural - patterns for establishing scalable, automated, and reproducible continuous integration - workflows across distributed enterprise environments. - is_featured_video: true - is_enriched: true -https://www.youtube.com/embed/MRIv2IwFTPg?si=F07g869i6yIfqRdg: - title: 'ΒΏQuΓ© es una Red Neuronal? Parte 1 : La Neurona | DotCSV' - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - ai_summary: This video deconstructs the foundational mathematical and algorithmic - mechanics of a single artificial neuron, illustrating its direct relationship - with linear regression, weights, biases, and activation functions. In a 2026 cloud-native - landscape, mastering these core neural principles is critical for platform architects - optimizing distributed micro-models and real-time AI inference engines deployed - on Kubernetes-driven edge and cloud infrastructure. This granular understanding - enables more efficient hardware acceleration profiling (GPUs/vGPUs/TPUs) and smarter - resource allocation for decentralized machine learning pipelines. - category: AI and Future Operations - is_featured_video: true - technology: Neural Networks - video_order: 25 - is_enriched: true -https://www.youtube.com/embed/videoseries?si=fJvBV63-mjQ6S-Ht&list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7: - title: NetBox Zero To Hero - year: N/A - stars: 0 - description: Featured video in the Top Videos & Clips section. - status: online - health_score: 100.0 - last_checked: 0.0 - v1_locations: - - docs/index.md - category: Infrastructure as Code - technology: NetBox - video_order: 26 - ai_summary: NetBox serves as the foundational source of truth for modern network - automation by integrating IP Address Management (IPAM) and Data Center Infrastructure - Management (DCIM) into a unified database. In a 2026 Cloud Native ecosystem, it - empowers Infrastructure as Code (IaC) pipelines to dynamically query and enforce - intended network state via robust APIs, effectively eliminating configuration - drift. This architectural approach bridges the gap between physical hardware tracking - and automated, declarative network orchestration across complex hybrid environments. - is_featured_video: true - is_enriched: true diff --git a/src/gemini_utils.py b/src/gemini_utils.py index b8bee158..113c3f79 100644 --- a/src/gemini_utils.py +++ b/src/gemini_utils.py @@ -255,7 +255,8 @@ def normalize_url(url: str) -> str: if not re.match(r'^L\d+', fragment): fragment = "" # Solo preservamos anclajes de lΓ­nea # 2. Limpiar parΓ‘metros de tracking social (UTM, etc.) - url = re.sub(r'(\?|&)(utm_[^&]+|s=[^&]+|t=[^&]+|ref=[^&]+|fbclid=[^&]+)', '', url) + # Mandate 24: Systematically remove trackers (X.com, LinkedIn, RedHat intcmp) + url = re.sub(r'(\?|&)(utm_[^&]+|s=[^&]+|t=[^&]+|ref=[^&]+|fbclid=[^&]+|intcmp=[^&]+|mc_cid=[^&]+|mc_eid=[^&]+)', '', url) # Mandate 34: Remove all trailing slashes and question marks for internal canonical comparison url = url.rstrip("/").rstrip("?") diff --git a/src/v2_optimizer.py b/src/v2_optimizer.py index 944fe34c..55712752 100644 --- a/src/v2_optimizer.py +++ b/src/v2_optimizer.py @@ -299,18 +299,12 @@ class V2VisionEngine: cached = self.inventory[norm_url] item.update(cached) if is_special: item["is_special"] = True - if cached.get("hierarchy"): - if project_id not in project_registry: + # Mandate 30: Hierarchy is mandatory for ELITE AI curation, + # but for RENDER-ONLY (Fast-Track) we MUST preserve all online links to avoid pruning valid V1 sections. + if cached.get("hierarchy") or self.render_only: + if project_id not in project_registry or item.get("stars", 0) > project_registry[project_id].get("stars", 0): + if project_id in project_registry and project_registry[project_id].get("is_special"): item["is_special"] = True project_registry[project_id] = item - else: - existing = project_registry[project_id] - if item.get("is_special"): existing["is_special"] = True - if "github.com" not in norm_url or item.get("stars", 0) > existing.get("stars", 0): - item.setdefault("aliases", []).append(existing["url"]) - if existing.get("is_special"): item["is_special"] = True - project_registry[project_id] = item - else: - existing.setdefault("aliases", []).append(l["url"]) continue to_evaluate.append(item) diff --git a/v2-docs/ChromeDevTools.md b/v2-docs/ChromeDevTools.md new file mode 100644 index 00000000..0ce57469 --- /dev/null +++ b/v2-docs/ChromeDevTools.md @@ -0,0 +1,16 @@ +# Chromedevtools + +!!! info "Architectural Context" + Detailed reference for Chromedevtools in the context of Developer Ecosystem. + +## Standard Reference + + - [digitalocean.com: How To Debug Node.js with the Built-In Debugger and Chrome' DevTools](https://www.digitalocean.com/community/tutorials/how-to-debug-node-js-with-the-built-in-debugger-and-chrome-devtools) [COMMUNITY-TOOL] + - [dev.to: My 12 Favorite Chrome Extensions as a Web Developer](https://dev.to/otomer/my-12-favorite-chrome-extensions-as-a-web-developer-56eg) [COMMUNITY-TOOL] + - [blog.bitsrc.io: Google Chrome Hidden Features Every Developer Should Know](https://blog.bitsrc.io/google-chrome-experimental-features-for-developers-a9a7cc9d1b30) [COMMUNITY-TOOL] + - [jsontoolbox.com](https://jsontoolbox.com) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) + diff --git a/v2-docs/GoogleCloudPlatform.md b/v2-docs/GoogleCloudPlatform.md index 48f1df50..cf3e35ec 100644 --- a/v2-docs/GoogleCloudPlatform.md +++ b/v2-docs/GoogleCloudPlatform.md @@ -3,14 +3,88 @@ !!! info "Architectural Context" Detailed reference for Googlecloudplatform in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [cloud.google.com](https://cloud.google.com) [COMMUNITY-TOOL] + - [cloud.google.com: DevOps](https://cloud.google.com/devops) [COMMUNITY-TOOL] + - [Cloud Developer Tools](https://cloud.google.com/products/tools) [COMMUNITY-TOOL] + - [Google Cloud Code](https://cloud.google.com/code) [COMMUNITY-TOOL] + - [whizlabs.com: Introduction To Google Cloud Platform](https://www.whizlabs.com/blog/google-cloud-platform) [COMMUNITY-TOOL] + - [cloud.google.com: Training more than 40 million new people on Google Cloud' skills](https://cloud.google.com/blog/topics/training-certifications/google-cloud-to-train-more-than-40-million-with-cloud-skills) [COMMUNITY-TOOL] + - [cloud.google.com: Microservices architecture on Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/microservices-architecture-google-cloud) [COMMUNITY-TOOL] + - [cloud.google.com: How to get started with Google Cloud: Introducing our' new learning hub and learning benefits for Innovators](https://cloud.google.com/blog/topics/training-certifications/new-learning-hub-and-benefits-for-google-cloud-innovators) [COMMUNITY-TOOL] + - [New Cloud Shell Editor: Get your first cloud-native app running in minutes](https://cloud.google.com/blog/products/application-development/introducing-cloud-shell-editor) [COMMUNITY-TOOL] + - [techradar.com: Google Cloud is making it easier for developers to smuggle' β€˜secrets’ in their code](https://www.techradar.com/news/google-cloud-is-making-it-easier-for-developers-to-smuggle-secrets-in-their-code) [COMMUNITY-TOOL] + - [cloud.google.com: Demystifying Cloud Spanner multi-region configurations](https://cloud.google.com/blog/topics/developers-practitioners/demystifying-cloud-spanner-multi-region-configurations) [COMMUNITY-TOOL] + - [cloud.google.com: Choose the best way to use and authenticate service accounts' on Google Cloud](https://cloud.google.com/blog/products/identity-security/how-to-authenticate-service-accounts-to-help-keep-applications-secure) [COMMUNITY-TOOL] + - [cloud.google.com: 5 cheat sheets to help you get started on your Google' Cloud journey 🌟](https://cloud.google.com/blog/products/gcp/5-google-cloud-product-cheat-sheets-2021) [COMMUNITY-TOOL] + - [thenewstack.io: Configuring the Google Cloud Platform for High Availability](https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platform) [COMMUNITY-TOOL] + - [zdnet.com: Google Cloud rolls out new security tools as threat landscape' heats up](https://www.zdnet.com/article/google-cloud-rolls-out-new-security-tools-as-threat-landscape-heats-up) [COMMUNITY-TOOL] + - [cloud.google.com: Consume services faster, privately and securely - Private' Service Connect now in GA](https://cloud.google.com/blog/products/networking/private-service-connect-is-now-generally-available) [COMMUNITY-TOOL] + - [cloud.google.com: Monitor and troubleshoot your VMs in context for faster' resolution](https://cloud.google.com/blog/products/operations/better-access-to-observability-data-for-virtual-machines) [COMMUNITY-TOOL] + - [infoq.com: Google Releases Its Certificate Authority Service into General' Availability](https://www.infoq.com/news/2021/08/google-cloud-cas-ga) [COMMUNITY-TOOL] + - [cloud.google.com: Your Google Cloud database options, explained](https://cloud.google.com/blog/topics/developers-practitioners/your-google-cloud-database-options-explained) [COMMUNITY-TOOL] + - [cloud.google.com: A container story - Google Kubernetes Engine](https://cloud.google.com/blog/topics/developers-practitioners/container-story-google-kubernetes-engine) [COMMUNITY-TOOL] + - [cloud.google.com: Save money and time with automated VM management and suspend/resume](https://cloud.google.com/blog/products/compute/guide-to-cost-optimization-through-automated-vm-management) [COMMUNITY-TOOL] + - [cloud.google.com: Traffic Director explained!](https://cloud.google.com/blog/topics/developers-practitioners/traffic-director-explained) [COMMUNITY-TOOL] + - [cloud.google.com: How to transfer your data to Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/how-transfer-your-data-google-cloud) [COMMUNITY-TOOL] + - [cloud.google.com: Cloud DNS explained!](https://cloud.google.com/blog/topics/developers-practitioners/cloud-dns-explained) [COMMUNITY-TOOL] + - [cloud.google.com: Where should I run my stuff? Choosing a Google Cloud compute' option](https://cloud.google.com/blog/topics/developers-practitioners/where-should-i-run-my-stuff-choosing-google-cloud-compute-option) [COMMUNITY-TOOL] + - [cloud.google.com: What is Cloud Load Balancing?](https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-load-balancing) [COMMUNITY-TOOL] + - [cloud.google.com: Google Cloud Networking overview 🌟🌟](https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-networking-overview) [COMMUNITY-TOOL] + - [cloud.google.com: Service orchestration on Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/service-orchestration-google-cloud) [COMMUNITY-TOOL] + - [cloud.google.com: The next big evolution in serverless computing](https://cloud.google.com/blog/products/serverless/the-next-big-evolution-in-cloud-computing) [COMMUNITY-TOOL] + - [cloud.google.com: Enabling keyless authentication from GitHub Actions](https://cloud.google.com/blog/products/identity-security/enabling-keyless-authentication-from-github-actions) [COMMUNITY-TOOL] + - [cloud.google.com: Cloud IDS for network-based threat detection is now generally' available](https://cloud.google.com/blog/products/identity-security/announcing-general-availability-of-google-cloud-ids) [COMMUNITY-TOOL] + - [cloud.google.com: DevOps and CI/CD on Google Cloud explained](https://cloud.google.com/blog/topics/developers-practitioners/devops-and-cicd-google-cloud-explained) [COMMUNITY-TOOL] + - [cloud.google.com: What is Cloud CDN and how does it work?](https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-cdn-and-how-does-it-work) [COMMUNITY-TOOL] + - [networkmanagementsoftware.com: Google Cloud Platform (GCP) Networking' Fundamentals](https://www.networkmanagementsoftware.com/google-cloud-platform-gcp-networking-fundamentals) [COMMUNITY-TOOL] + - [cloud.google.com: Service Directory cheat sheet](https://cloud.google.com/blog/topics/developers-practitioners/service-directory-cheat-sheet) [COMMUNITY-TOOL] + - [devlibrary.withgoogle.com 🌟](https://devlibrary.withgoogle.com) [COMMUNITY-TOOL] + - [github.com/GoogleCloudPlatform](https://github.com/GoogleCloudPlatform) [COMMUNITY-TOOL] + - [github.com/GoogleCloudPlatform/cloud-code-samples 🌟](https://github.com/GoogleCloudPlatform/cloud-code-samples) ⭐ 434 [COMMUNITY-TOOL] + - [kelseyhightower/cmd-tutorial](https://github.com/kelseyhightower/cmd-tutorial) [COMMUNITY-TOOL] + - [Cloud Functions, meet VPC functionality](https://cloud.google.com/blog/products/serverless/learn-how-to-use-advanced-vpc-functionality-with-your-cloud-functions) [COMMUNITY-TOOL] + - [Everything You Want To Know About Anthos - Google's Hybrid And Multi-Cloud Platform](https://www.forbes.com/sites/janakirammsv/2019/04/14/everything-you-want-to-know-about-anthos-googles-hybrid-and-multi-cloud-platform) [COMMUNITY-TOOL] + - [itnext.io: Anthos β€” Multi-cluster Management](https://itnext.io/anthos-multi-cluster-management-aa6f2c03120d) [COMMUNITY-TOOL] + - [itnext.io: Ingress for Anthos β€” Multi-cluster Ingress and Global Service' Load Balancing](https://itnext.io/ingress-for-anthos-multi-cluster-ingress-and-global-service-load-balancing-c56c57b97e82) [COMMUNITY-TOOL] + - [Bringing Kubernetes’ goodness to Windows Server apps with Anthos](https://cloud.google.com/blog/topics/anthos/windows-server-support-comes-to-anthos-on-prem) [COMMUNITY-TOOL] + - [cloud.google.com: Anthos makes multi-cloud easier with new API, support' for Azure](https://cloud.google.com/blog/products/containers-kubernetes/google-cloud-anthos-multicloud-api-and-gke-on-azure-ga) [COMMUNITY-TOOL] + - [anderfernandez.com: CΓ³mo automatizar un script de Python en Google Cloud](https://anderfernandez.com/blog/automatizar-script-python-google-cloud) [COMMUNITY-TOOL] + - [Google Cloud Buildpacks](https://github.com/GoogleCloudPlatform/buildpacks) ⭐ 1140 [COMMUNITY-TOOL] + - [cloud.google.com: Introducing Google Cloud Deploy: Managed continuous delivery' to GKE](https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-automates-deploys-to-gke) [COMMUNITY-TOOL] + - [cloud.google.com: Google Cloud Deploy, now GA, makes it easier to do continuous' delivery to GKE](https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-now-ga) [COMMUNITY-TOOL] + - [infoq.com: Google's Managed Continuous Delivery Service for Kubernetes' Moves to GA](https://www.infoq.com/news/2022/02/google-cloud-deploy) [COMMUNITY-TOOL] + - [Testing Cloud SQL failover: Where to begin](https://cloud.google.com/blog/topics/developers-practitioners/testing-cloud-sql-failover-where-begin) [COMMUNITY-TOOL] + - [Announcing Apigee Integration: An API-first approach for connecting data' and applications](https://cloud.google.com/blog/products/api-management/google-cloud-announces-apigee-integration) [COMMUNITY-TOOL] + - [db-auth-gateway](https://github.com/kloeckner-i/db-auth-gateway) ⭐ 26 [COMMUNITY-TOOL] + - [cloud.google.com: Declarative Export. Build your perfect Google Cloud' infrastructure using Terraform and the gcloud CLI](https://cloud.google.com/blog/products/application-development/google-cloud-cli-declarative-export-preview) [COMMUNITY-TOOL] + - [github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector](https://github.com/GoogleCloudPlatform/k8s-config-connector) ⭐ 1034 [COMMUNITY-TOOL] + - [freecodecamp.org: Web Scraping with Google Sheets – How to Scrape Web Pages' with Built-in Functions](https://www.freecodecamp.org/news/web-scraping-google-sheets) [COMMUNITY-TOOL] + +## AI and Intelligent Tooling + +### Agentic Systems + +#### CLI Tools + + - [Google Agents CLI](https://github.com/google/agents-cli) ⭐ 2528 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An official command-line tool from Google designed to build, debug, and deploy agentic AI workflows. It leverages the Model Context Protocol (MCP) and Google LLM APIs to facilitate automated task execution across local filesystems and remote cloud APIs. Live grounding highlights its role in the standard dev toolchain for orchestrating autonomous workflows. +## Agentic Engineering + +### Agentic Frameworks + +#### Skills Integration + + - [Level Up Your Agents: Announcing Google's Official Skills Repository](https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Google's official skills repository and toolkit for modular agentic development. +Live Grounding: Delivers pre-integrated capabilities and action templates allowing Enterprise Gemini Agents to dynamically execute API operations, retrieve structured data, and handle multi-step workflows. ## Public Cloud Providers ### Google Kubernetes Engine GKE #### Cluster Management - - **(2026)** [==Google Kubernetes Engine==](https://cloud.google.com/kubernetes-engine) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main technical documentation page for GKE (Google Kubernetes Engine). Details foundational and advanced options, covering Autopilot architecture, GKE Datapath V2 routing, and multi-cluster orchestrations. + - [Google Kubernetes Engine](https://cloud.google.com/kubernetes-engine) [EN CONTENT] [DOCUMENTATION] [DE FACTO STANDARD] β€” The main technical documentation page for GKE (Google Kubernetes Engine). Details foundational and advanced options, covering Autopilot architecture, GKE Datapath V2 routing, and multi-cluster orchestrations. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/ai-agents-mcp.md b/v2-docs/ai-agents-mcp.md index a5dbdef1..e37d0b24 100644 --- a/v2-docs/ai-agents-mcp.md +++ b/v2-docs/ai-agents-mcp.md @@ -5,12 +5,36 @@ ## Agentic Engineering +### AI Assistants + +#### Claude Code + + - [Claude Code Best Practice](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 54376 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. +Live Grounding: Explores advanced CLI-driven agent workflows, highlighting configuration optimizations, shell integration strategies, and secure execution configurations in local and remote environments. +#### Developer Tools + + - [Cursor AI Fundamentals Course](https://cursor.com/es/learn) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Comprehensive educational course focused on maximizing efficiency within Cursor AI Editor. +Live Grounding: Delivers strategic instruction on utilizing AI capabilities, codebase indexing, and multi-file edit workflows to accelerate modern software engineering. Explicitly marked as Spanish localized educational content. [SPANISH CONTENT] +### Kubernetes AI Operators + +#### Observability Agents + + - **(2024)** [**HolmesGPT (Robusta)**](https://github.com/HolmesGPT/holmesgpt) ⭐ 2480 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: An AI-driven troubleshooting assistant for Kubernetes clusters by Robusta. +Live Grounding: Utilizes LLM agents to autonomously parse Prometheus alerts, collect pod logs, inspect live status, and deliver actionable remediation steps for infrastructure incidents. ### Model Context Protocol #### Architecture - - **(2024)** [anthropic.com: Introducing the Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: The official announcement introducing Anthropic's Model Context Protocol (MCP). + - [anthropic.com: Introducing the Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: The official announcement introducing Anthropic's Model Context Protocol (MCP). Live Grounding: Outlines an open, universal standard connecting AI agents to real-world data sources, replacing fragmented integrations with a standardized client-server model. +#### Azure Integrations + + - [Announcing Azure MCP Server 2.0 Stable Release for Self-Hosted Agentic Cloud Automation](https://devblogs.microsoft.com/azure-sdk/announcing-azure-mcp-server-2-0-stable-release) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Announcement of Microsoft Azure's MCP Server 2.0 release for agentic automation. +Live Grounding: Provides stable, secure integrations allowing compliant AI models to deploy, manage, and query Azure cloud assets using the standardized Model Context Protocol. +#### Curation + + - [Awesome MCP Servers](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 87348 [DE FACTO STANDARD] β€” Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. +Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. #### Directory - **(2024)** [MCPBundles](https://www.mcpbundles.com) [COMMUNITY-TOOL] β€” Curator Insight: Visual directory cataloging compatible Model Context Protocol bundles. @@ -21,17 +45,17 @@ Live Grounding: Serves as a discovering directory for engineers looking to fast- Live Grounding: Provides structured schemas, development SDKs (TypeScript and Python), and step-by-step guides for engineers building secure, interoperable AI-data integrations. #### Google Cloud Managed - - **(2024)** [Google Cloud Managed MCP](https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Announcement of Google Cloud's Managed MCP platform for enterprise Gemini integrations. + - [Google Cloud Managed MCP](https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Announcement of Google Cloud's Managed MCP platform for enterprise Gemini integrations. Live Grounding: Offers robust, fully managed hosting for MCP servers, ensuring secure data retrieval, automatic scaling, and strict enterprise-grade compliance bounds. #### Official Servers - - **(2024)** [==GitHub MCP Server==](https://github.com/modelcontextprotocol/servers) ⭐ 86081 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Primary collection of production-grade Model Context Protocol (MCP) servers. + - [GitHub MCP Server](https://github.com/modelcontextprotocol/servers) ⭐ 86081 [DE FACTO STANDARD] β€” Curator Insight: Primary collection of production-grade Model Context Protocol (MCP) servers. Live Grounding: Establishes development standards for JSON-RPC 2.0 based message exchange between host agents and enterprise backend systems. ### Web Automation Agents #### RPA Engines - - **(2024)** [==Skyvern==](https://github.com/Skyvern-ai/Skyvern) ⭐ 21696 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: An AI-powered web browser automation agent designed to extract data and execute workflows on complex interfaces. + - [Skyvern](https://github.com/Skyvern-ai/Skyvern) ⭐ 21696 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight: An AI-powered web browser automation agent designed to extract data and execute workflows on complex interfaces. Live Grounding: Translates plain-text instructions into resilient selenium-style interactions, dynamically adapting to DOM mutations and bypassing rigid selector patterns. ## Cloud Native AI @@ -39,19 +63,19 @@ Live Grounding: Translates plain-text instructions into resilient selenium-style #### Ray Clusters - - **(2023)** [**Kube-Ray**](https://github.com/ray-project/kuberay) ⭐ 2507 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: An open-source Kubernetes Operator enabling the deployment and management of Ray clusters. + - [Kube-Ray](https://github.com/ray-project/kuberay) ⭐ 2507 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: An open-source Kubernetes Operator enabling the deployment and management of Ray clusters. Live Grounding: Serves as the backbone for distributed machine learning workloads on Kubernetes, abstracting compute node scaling, memory configuration, and actor scheduling. ### Infrastructure Acceleration #### GPU Management - - **(2022)** [**NVIDIA GPU Operator**](https://github.com/NVIDIA/gpu-operator) ⭐ 2712 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Kubernetes operator designed to automate the management of NVIDIA software components on nodes. + - [NVIDIA GPU Operator](https://github.com/NVIDIA/gpu-operator) ⭐ 2712 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Kubernetes operator designed to automate the management of NVIDIA software components on nodes. Live Grounding: Provisions GPU drivers, container runtimes, device plug-ins, and monitoring tools automatically, ensuring consistent access to hardware acceleration. ### LLM Serving #### Inference Engines - - **(2023)** [==vLLM on Kubernetes==](https://github.com/vllm-project/vllm) ⭐ 80712 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Integration guides and deployment schemas for hosting vLLM on Kubernetes clusters. + - [vLLM on Kubernetes](https://github.com/vllm-project/vllm) ⭐ 80712 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight: Integration guides and deployment schemas for hosting vLLM on Kubernetes clusters. Live Grounding: Standardizes memory-efficient LLM serving using PagedAttention. Features rapid integration with Kubernetes HPA (Horizontal Pod Autoscaler) and native Prometheus performance scraping. ### Self-Hosted LLM @@ -61,5 +85,5 @@ Live Grounding: Standardizes memory-efficient LLM serving using PagedAttention. Live Grounding: Allows developers to host LLMs, audio-to-text, and image generation services inside Kubernetes without external data dependencies, optimized for consumer-grade and enterprise hardware. --- -πŸ’‘ **Explore Related:** [Ai](./ai.md) | [Chatgpt](./chatgpt.md) +πŸ’‘ **Explore Related:** [Ai](./ai.md) | [Chatgpt](./chatgpt.md) | [Mlops](./mlops.md) diff --git a/v2-docs/ai.md b/v2-docs/ai.md index cdbfba93..68da43e4 100644 --- a/v2-docs/ai.md +++ b/v2-docs/ai.md @@ -5,129 +5,110 @@ ## AI and Intelligent Tooling -### Agentic Systems - -#### CLI Tools - - - **(2024)** [**Google Agents CLI**](https://github.com/google/agents-cli) ⭐ 2528 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An official command-line tool from Google designed to build, debug, and deploy agentic AI workflows. It leverages the Model Context Protocol (MCP) and Google LLM APIs to facilitate automated task execution across local filesystems and remote cloud APIs. Live grounding highlights its role in the standard dev toolchain for orchestrating autonomous workflows. ### Computer Vision #### Generative Models - - **(2023)** [==github.com/XingangPan/DragGAN==](https://github.com/XingangPan/DragGAN) ⭐ 35855 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” An influential image manipulation tool implementing DragGAN, allowing users to interactively drag points of an image to precisely synthesize changes in pose, shape, and expression. Although generative modeling has advanced toward diffusion frameworks, live grounding indicates its legacy and technical approach to point-based GAN manipulation remain highly influential. + - [github.com/XingangPan/DragGAN](https://github.com/XingangPan/DragGAN) ⭐ 35855 [ADVANCED LEVEL] [DE FACTO STANDARD] [LEGACY] β€” An influential image manipulation tool implementing DragGAN, allowing users to interactively drag points of an image to precisely synthesize changes in pose, shape, and expression. Although generative modeling has advanced toward diffusion frameworks, live grounding indicates its legacy and technical approach to point-based GAN manipulation remain highly influential. ### Data Science #### JupyterLab - - **(2023)** [**github.com/jupyterlab/jupyter-ai**](https://github.com/jupyterlab/jupyter-ai) ⭐ 4237 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An official JupyterLab extension integrating generative AI directly into interactive notebooks. It supports conversational coding, code generation, and error explanation across multiple model providers. Live grounding validates its widespread adoption within modern ML engineering and data science teams. -## Agentic Engineering - -### AI Assistants - -#### Claude Code - - - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 54376 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. -Live Grounding: Explores advanced CLI-driven agent workflows, highlighting configuration optimizations, shell integration strategies, and secure execution configurations in local and remote environments. -### Kubernetes AI Operators - -#### Observability Agents - - - **(2024)** [**HolmesGPT (Robusta)**](https://github.com/HolmesGPT/holmesgpt) ⭐ 2480 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: An AI-driven troubleshooting assistant for Kubernetes clusters by Robusta. -Live Grounding: Utilizes LLM agents to autonomously parse Prometheus alerts, collect pod logs, inspect live status, and deliver actionable remediation steps for infrastructure incidents. -### Model Context Protocol - -#### Curation - - - **(2024)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 87348 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. -Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. + - [github.com/jupyterlab/jupyter-ai](https://github.com/jupyterlab/jupyter-ai) ⭐ 4237 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An official JupyterLab extension integrating generative AI directly into interactive notebooks. It supports conversational coding, code generation, and error explanation across multiple model providers. Live grounding validates its widespread adoption within modern ML engineering and data science teams. ## Artificial Intelligence +### AI Workflows + +#### Prompt Engineering + + - [Claude 101: Free Guides to Master Claude](https://claude101.com) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive guides to mastering Anthropic's Claude. Focuses on system instructions, complex XML markup injection, custom tool calls, and API configuration profiles for multi-agent workflows. ### Business Strategy #### Expert Insights - - **(2021)** [**technologyreview.com: Andrew Ng: Forget about building an AI-first business. Start with a mission 🌟**](https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine-learning-business) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight highlights Andrew Ng's thesis urging companies to focus on concrete mission-driven goals rather than aiming to blindly construct an "AI-first" business. Live Grounding verifies this as a landmark perspective shift toward practical, data-centric engineering over model hype. + - [technologyreview.com: Andrew Ng: Forget about building an AI-first business.' Start with a mission 🌟](https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine-learning-business) [ENTERPRISE-STABLE] β€” Curator Insight highlights Andrew Ng's thesis urging companies to focus on concrete mission-driven goals rather than aiming to blindly construct an "AI-first" business. Live Grounding verifies this as a landmark perspective shift toward practical, data-centric engineering over model hype. ### Career Path #### Interview Preparation - - **(2022)** [freecodecamp.org: Ace Your Deep Learning Job Interview](https://www.freecodecamp.org/news/ace-your-deep-learning-job-interview) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight compiles deep learning interview questions covering neural networks, optimization backpropagation, and loss functions. Live Grounding confirms this is a standard roadmap for machine learning candidates looking to quickly reinforce core math and coding syntax. + - [freecodecamp.org: Ace Your Deep Learning Job Interview](https://www.freecodecamp.org/news/ace-your-deep-learning-job-interview) [COMMUNITY-TOOL] β€” Curator Insight compiles deep learning interview questions covering neural networks, optimization backpropagation, and loss functions. Live Grounding confirms this is a standard roadmap for machine learning candidates looking to quickly reinforce core math and coding syntax. ### Cloud Architecture #### Generative AI Systems - - **(2023)** [**youtube: AWS re:Invent 2023 - From hype to impact: Building a generative AI architecture (ARC217)**](https://www.youtube.com/watch?v=1Lat8dP7Eq0) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight covers an AWS re:Invent session demonstrating how to design and build enterprise-grade Generative AI topologies on AWS. Live Grounding verifies its importance for understanding serverless integration via Amazon Bedrock, Vector databases, and security constraints. + - [youtube: AWS re:Invent 2023 - From hype to impact: Building a generative' AI architecture (ARC217)](https://www.youtube.com/watch?v=1Lat8dP7Eq0) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight covers an AWS re:Invent session demonstrating how to design and build enterprise-grade Generative AI topologies on AWS. Live Grounding verifies its importance for understanding serverless integration via Amazon Bedrock, Vector databases, and security constraints. ### Computer Vision (1) -#### Curation (1) +#### Curation - - **(2023)** [github.com/SkalskiP/top-cvpr-2023-papers](https://github.com/SkalskiP/top-cvpr-2023-papers) ⭐ 647 [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” A structured hub tracking top-performing research work from CVPR 2023. Synthesizes key advancements in object detection, visual language models, and zero-shot segmentation libraries. + - [github.com/SkalskiP/top-cvpr-2023-papers](https://github.com/SkalskiP/top-cvpr-2023-papers) ⭐ 647 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A structured hub tracking top-performing research work from CVPR 2023. Synthesizes key advancements in object detection, visual language models, and zero-shot segmentation libraries. #### Visual Learning Tools - - **(2020)** [==poloclub.github.io: What is a Convolutional Neural Network?==](https://poloclub.github.io/cnn-explainer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight introduces a highly interactive WebGL visual tool mapping the architectural layers of a Convolutional Neural Network (CNN). Live Grounding proves its status as a premier educational artifact in academic and commercial computer vision curriculum. + - [poloclub.github.io: What is a Convolutional Neural Network?](https://poloclub.github.io/cnn-explainer) [DE FACTO STANDARD] β€” Curator Insight introduces a highly interactive WebGL visual tool mapping the architectural layers of a Convolutional Neural Network (CNN). Live Grounding proves its status as a premier educational artifact in academic and commercial computer vision curriculum. ### Deep Learning #### Educational Guides - - **(2023)** [freecodecamp.org: Deep Learning Fundamentals Handbook – What You Need to Know to Start Your Career in AI](https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-career-in-ai) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight provides a thorough foundational handbook mapping out practical deep learning math, architectures, and framework usage. Live Grounding confirms its effectiveness for software engineers pivoting into machine learning. + - **(2023)** [computerhoy.com: ΒΏQuΓ© es el 'Deep Learning' y por quΓ© se considera una revoluciΓ³n en la inteligencia artificial?](https://computerhoy.20minutos.es) [SPANISH CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight provides a layperson's primer into how artificial neural networks learn patterns from vast datasets. Live Grounding shows this Spanish-language article is a useful primer for junior developers seeking entry-level deep learning definitions. [SPANISH CONTENT] + - [freecodecamp.org: Deep Learning Fundamentals Handbook – What You Need to' Know to Start Your Career in AI](https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-career-in-ai) [COMMUNITY-TOOL] β€” Curator Insight provides a thorough foundational handbook mapping out practical deep learning math, architectures, and framework usage. Live Grounding confirms its effectiveness for software engineers pivoting into machine learning. #### Natural Language Processing - - **(2024)** [aman.ai: Primers β€’ Bidirectional Encoder Representations from Transformers (BERT)](https://aman.ai/primers/ai/bert) [COMMUNITY-TOOL] β€” An academic and practical primer on BERT (Bidirectional Encoder Representations from Transformers). Details the masked language modeling and next sentence prediction techniques that pioneered encoder-only representation models. + - [aman.ai: Primers β€’ Bidirectional Encoder Representations from Transformers' (BERT)](https://aman.ai/primers/ai/bert) [COMMUNITY-TOOL] β€” An academic and practical primer on BERT (Bidirectional Encoder Representations from Transformers). Details the masked language modeling and next sentence prediction techniques that pioneered encoder-only representation models. #### Transformers - - **(2025)** [**github.com/NielsRogge/Transformers-Tutorials**](https://github.com/NielsRogge/Transformers-Tutorials) ⭐ 11627 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An exhaustive collection of Jupyter notebooks demonstrating practical implementations of Hugging Face Transformers. Covers fine-tuning, inference optimization, and deployment pipelines across vision, language, and multimodal tasks. - - **(2024)** [aman.ai: Transformers](https://aman.ai/primers/ai/transformers) [COMMUNITY-TOOL] β€” A highly-detailed architectural deep-dive into the Transformer model architecture. Explains multi-head attention mechanisms, positional encoding formulations, and self-attention dynamics crucial for modern LLM designs. + - [github.com/NielsRogge/Transformers-Tutorials](https://github.com/NielsRogge/Transformers-Tutorials) ⭐ 11627 [ENTERPRISE-STABLE] β€” An exhaustive collection of Jupyter notebooks demonstrating practical implementations of Hugging Face Transformers. Covers fine-tuning, inference optimization, and deployment pipelines across vision, language, and multimodal tasks. + - [aman.ai: Transformers](https://aman.ai/primers/ai/transformers) [COMMUNITY-TOOL] β€” A highly-detailed architectural deep-dive into the Transformer model architecture. Explains multi-head attention mechanisms, positional encoding formulations, and self-attention dynamics crucial for modern LLM designs. ### Generative AI #### APIs - - **(2025)** [==github.com/openai/openai-cookbook: OpenAI Cookbook==](https://github.com/openai/openai-cookbook) ⭐ 73692 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The ultimate repository of code recipes, integration patterns, and best practices from OpenAI. Details programmatic strategies for structured JSON output, embeddings search, agent tool calling, and high-throughput batching APIs. + - [github.com/openai/openai-cookbook: OpenAI Cookbook](https://github.com/openai/openai-cookbook) ⭐ 73692 [DE FACTO STANDARD] β€” The ultimate repository of code recipes, integration patterns, and best practices from OpenAI. Details programmatic strategies for structured JSON output, embeddings search, agent tool calling, and high-throughput batching APIs. #### Large Language Models - - **(2025)** [==github.com/mlabonne/llm-course==](https://github.com/mlabonne/llm-course) ⭐ 79545 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A leading structured course for mastering LLM technology. Covers quantization strategies, LoRA fine-tuning, direct preference optimization (DPO), and advanced retrieval-augmented generation (RAG) paradigms. - - **(2024)** [aman.ai: Primers β€’ Generative Pre-trained Transformer (GPT)](https://aman.ai/primers/ai/gpt) [COMMUNITY-TOOL] β€” A technical breakdown of the Generative Pre-trained Transformer (GPT) series. Traces the evolution of decoder-only architectures, scaling laws, autoregressive generation, and key differences relative to encoder models. + - [aman.ai: Primers β€’ Generative Pre-trained Transformer (GPT)](https://aman.ai/primers/ai/gpt) [COMMUNITY-TOOL] β€” A technical breakdown of the Generative Pre-trained Transformer (GPT) series. Traces the evolution of decoder-only architectures, scaling laws, autoregressive generation, and key differences relative to encoder models. + - [github.com/mlabonne/llm-course](https://github.com/mlabonne/llm-course) ⭐ 79545 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A leading structured course for mastering LLM technology. Covers quantization strategies, LoRA fine-tuning, direct preference optimization (DPO), and advanced retrieval-augmented generation (RAG) paradigms. #### Text-to-Speech - - **(2024)** [amazon.science/base-tts-samples](https://www.amazon.science/base-tts-samples) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Audio samples demonstrating BASE TTS (Big Adaptive Streamable Dialogue Text-to-Speech), a 1-billion parameter emergent-ability model. Highlights natural prosody and linguistic versatility of modern deep-learning-based speech synthesis. + - [amazon.science/base-tts-samples](https://www.amazon.science/base-tts-samples) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Audio samples demonstrating BASE TTS (Big Adaptive Streamable Dialogue Text-to-Speech), a 1-billion parameter emergent-ability model. Highlights natural prosody and linguistic versatility of modern deep-learning-based speech synthesis. ### Healthcare and Biotech #### Industry Trends - - **(2024)** [forbesargentina.com: Por quΓ© Nvidia, Google y Microsoft apuestan miles de millones en modelos LLM de IA Generativa para biotecnologΓ­a](https://www.forbesargentina.com/innovacion/por-nvidia-google-microsoft-apuestan-miles-millones-modelos-llm-ia-generativa-biotecnologia-n49278) [SPANISH CONTENT] 🌟🌟🌟 [EMERGING] β€” Curator Insight explores the massive financial investments by hyperscalers in deploying Generative AI models within biotechnology and protein folding. Live Grounding shows that tools like AlphaFold and BioNeMo have revolutionized drug discovery schedules. [SPANISH CONTENT] + - [forbesargentina.com: Por quΓ© Nvidia, Google y Microsoft apuestan miles de' millones en modelos LLM de IA Generativa para biotecnologΓ­a](https://www.forbesargentina.com/innovacion/por-nvidia-google-microsoft-apuestan-miles-millones-modelos-llm-ia-generativa-biotecnologia-n49278) [SPANISH CONTENT] [EMERGING] β€” Curator Insight explores the massive financial investments by hyperscalers in deploying Generative AI models within biotechnology and protein folding. Live Grounding shows that tools like AlphaFold and BioNeMo have revolutionized drug discovery schedules. [SPANISH CONTENT] ### Industry Landscapes #### Market Analysis - - **(2025)** [mad.firstmark.com: The MAD (ML/AI/Data) Landscape](https://mad.firstmark.com) [EMERGING] β€” The industry-standard annual market map capturing thousands of Machine Learning, AI, and Data infrastructure ecosystems. Essential for tracking vendor consolidation, open-source project maturation, and emerging tooling trends. + - [mad.firstmark.com: The MAD (ML/AI/Data) Landscape](https://mad.firstmark.com) [EMERGING] β€” The industry-standard annual market map capturing thousands of Machine Learning, AI, and Data infrastructure ecosystems. Essential for tracking vendor consolidation, open-source project maturation, and emerging tooling trends. ### Industry Partnerships #### Strategic Analysis - - **(2024)** [xataka.com: Microsoft no quiere poner todos los huevos en la misma cesta: anuncia una asociaciΓ³n con Mistral AI, la OpenAI de Europa](https://www.xataka.com/robotica-e-ia/microsoft-no-quiere-poner-todos-huevos-cesta-anuncia-asociacion-mistral-ai-openai-europa) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” [SPANISH CONTENT] Analysis of Microsoft's strategic alliance with Mistral AI. Evaluates the multi-model diversification strategies in Azure AI, regulatory navigation in the European Union, and geopolitical implications for cloud providers. + - [xataka.com: Microsoft no quiere poner todos los huevos en la misma cesta:' anuncia una asociaciΓ³n con Mistral AI, la OpenAI de Europa](https://www.xataka.com/robotica-e-ia/microsoft-no-quiere-poner-todos-huevos-cesta-anuncia-asociacion-mistral-ai-openai-europa) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” [SPANISH CONTENT] Analysis of Microsoft's strategic alliance with Mistral AI. Evaluates the multi-model diversification strategies in Azure AI, regulatory navigation in the European Union, and geopolitical implications for cloud providers. ### LLMOps #### Best Practices - - **(2024)** [valohai.com/blog/llmops/](https://valohai.com/blog/llmops) [COMMUNITY-TOOL] β€” An industry-focused editorial exploring the core pillars of Large Language Model Operations (LLMOps). Discusses continuous fine-tuning, automated prompt validation, model registry compliance, and operational observability at scale. -#### Curation (2) + - [valohai.com/blog/llmops/](https://valohai.com/blog/llmops) [COMMUNITY-TOOL] β€” An industry-focused editorial exploring the core pillars of Large Language Model Operations (LLMOps). Discusses continuous fine-tuning, automated prompt validation, model registry compliance, and operational observability at scale. +#### Curation (1) - - **(2025)** [**github.com/tensorchord/Awesome-LLMOps: Awesome LLMOps**](https://github.com/tensorchord/Awesome-LLMOps) ⭐ 5797 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curated, high-quality compendium of tools, libraries, and resources for the LLMOps ecosystem. Covers framework deployment, GPU scheduling, vector databases, and evaluation tools tailored for production AI pipelines. + - [github.com/tensorchord/Awesome-LLMOps: Awesome LLMOps](https://github.com/tensorchord/Awesome-LLMOps) ⭐ 5797 [ENTERPRISE-STABLE] β€” Curated, high-quality compendium of tools, libraries, and resources for the LLMOps ecosystem. Covers framework deployment, GPU scheduling, vector databases, and evaluation tools tailored for production AI pipelines. ### Large Language Models (1) #### Educational Guides (1) - - **(2025)** [**aman.ai/primers/ai/LLM: Primers - Overview of Large Language Models**](https://aman.ai/primers/ai/LLM) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight details the mathematics, tokenization mechanics, and transformer models driving Large Language Models (LLMs). Live Grounding recognizes it as a top-tier reference for deep-diving into attention-based systems. + - [aman.ai/primers/ai/LLM: Primers - Overview of Large Language Models](https://aman.ai/primers/ai/LLM) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight details the mathematics, tokenization mechanics, and transformer models driving Large Language Models (LLMs). Live Grounding recognizes it as a top-tier reference for deep-diving into attention-based systems. #### Research and Analysis - - **(2024)** [Ignore Prior Instructions: AI Still Befuddled by Basic Reasoning](https://thenewstack.io/ignore-prior-instructions-ai-still-befuddled-by-basic-reasoning) [COMMUNITY-TOOL] β€” Investigates systemic logical failure modes and vulnerability trends in current generation frontier LLMs. Critically reviews prompt injection risks, reasoning limits, and validation architectures needed for secure enterprise AI integrations. + - [Ignore Prior Instructions: AI Still Befuddled by Basic Reasoning](https://thenewstack.io/ignore-prior-instructions-ai-still-befuddled-by-basic-reasoning) [COMMUNITY-TOOL] β€” Investigates systemic logical failure modes and vulnerability trends in current generation frontier LLMs. Critically reviews prompt injection risks, reasoning limits, and validation architectures needed for secure enterprise AI integrations. ### Machine Learning #### Curriculum - - **(2021)** [==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners - A Curriculum==](https://github.com/microsoft/ML-For-Beginners) ⭐ 85912 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A comprehensive 12-week, 26-lesson curriculum covering classical machine learning using Scikit-learn. Developed by Microsoft, it offers a hands-on, project-based approach for developers establishing foundational ML knowledge. Ideal for platform engineers transitioning into AI infrastructure. + - [github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners' - A Curriculum](https://github.com/microsoft/ML-For-Beginners) ⭐ 85912 [DE FACTO STANDARD] β€” A comprehensive 12-week, 26-lesson curriculum covering classical machine learning using Scikit-learn. Developed by Microsoft, it offers a hands-on, project-based approach for developers establishing foundational ML knowledge. Ideal for platform engineers transitioning into AI infrastructure. #### Educational Guides (2) - - **(2025)** [**aman.ai/primers/ai: Distilled AI**](https://aman.ai/primers/ai) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight profiles a high-density reference notebook condensing advanced ML and AI theorems. Live Grounding confirms it's a prized reference site for engineers studying the underlying mathematical paradigms of modern architectures. + - [aman.ai/primers/ai: Distilled AI](https://aman.ai/primers/ai) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight profiles a high-density reference notebook condensing advanced ML and AI theorems. Live Grounding confirms it's a prized reference site for engineers studying the underlying mathematical paradigms of modern architectures. ### Social Impact #### Industry Analysis @@ -139,55 +120,79 @@ Live Grounding: Aggregates verified integrations linking AI models to tools like #### Infrastructure as Code - - **(2023)** [AWS Well-Architected IaC Analyzer](https://github.com/aws-samples/well-architected-iac-analyzer) ⭐ 473 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An AWS-sourced open-source analyzer designed to inspect Infrastructure as Code (CloudFormation, Terraform) templates against AWS Well-Architected practices before deployment. Grounding demonstrates how incorporating this tool into continuous integration checks reduces pre-production compliance failures. + - [AWS Well-Architected IaC Analyzer](https://github.com/aws-samples/well-architected-iac-analyzer) ⭐ 473 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An AWS-sourced open-source analyzer designed to inspect Infrastructure as Code (CloudFormation, Terraform) templates against AWS Well-Architected practices before deployment. Grounding demonstrates how incorporating this tool into continuous integration checks reduces pre-production compliance failures. ## Cloud Infrastructure -### Visual Development +### Infrastructure as Code (1) #### AI Generation - - **(2024)** [IDE extension for AWS Application Composer enhances visual modern applications development with AI-generated IaC](https://aws.amazon.com/blogs/aws/ide-extension-for-aws-application-composer-enhances-visual-modern-applications-development-with-ai-generated-iac) [COMMUNITY-TOOL] β€” Microsoft/AWS visual tool update utilizing AI to generate production-ready CloudFormation templates directly from system design canvasses. Lowers barriers for composing serverless cloud architectures visually. + - [Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code](https://markaicode.com/terraform-ai-infrastructure-as-code) [COMMUNITY-TOOL] β€” Focuses on AI-driven generation of HCL infrastructure files. Covers schema checking, validating security guardrails in prompt pipelines, and continuous integration workflows for automated infrastructure verification. +#### Testing Practices + + - [AI Meets Terraform: Prompt Strategies for Test Generation](https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation) [COMMUNITY-TOOL] β€” Outlines specific prompting strategies to automatically draft tests for Terraform modules. Synthesizes automated validation frameworks like `terraform test` with generative AI outputs to ensure infrastructure stability. +### Visual Development + +#### AI Generation (1) + + - [IDE extension for AWS Application Composer enhances visual modern applications development with AI-generated IaC](https://aws.amazon.com/blogs/aws/ide-extension-for-aws-application-composer-enhances-visual-modern-applications-development-with-ai-generated-iac) [COMMUNITY-TOOL] β€” Microsoft/AWS visual tool update utilizing AI to generate production-ready CloudFormation templates directly from system design canvasses. Lowers barriers for composing serverless cloud architectures visually. ## Cloud Management ### AIOps #### Automation Pipelines - - **(2024)** [thenewstack.io: Intelligent Automation: What’s the Missing Piece of AIOps?](https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops) [LEGACY] β€” Investigates critical operational gaps in legacy AIOps frameworks. Advocates for linking telemetry analysis with execution-centric automation backends (like Ansible or Kubernetes controllers) to achieve self-healing loops. + - [thenewstack.io: Intelligent Automation: What’s the Missing Piece of AIOps?](https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops) [LEGACY] β€” Investigates critical operational gaps in legacy AIOps frameworks. Advocates for linking telemetry analysis with execution-centric automation backends (like Ansible or Kubernetes controllers) to achieve self-healing loops. #### Industry Trends (1) - - **(2024)** [thenewstack.io: The Urgency Driving AIOps into Your Enterprise](https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise) [COMMUNITY-TOOL] β€” Outlines critical market triggers forcing traditional enterprise engineering platforms to pivot to automated AI observability pipelines. Focuses on managing scale complexity in high-volume microservices ecosystems. + - [thenewstack.io: The Urgency Driving AIOps into Your Enterprise](https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise) [COMMUNITY-TOOL] β€” Outlines critical market triggers forcing traditional enterprise engineering platforms to pivot to automated AI observability pipelines. Focuses on managing scale complexity in high-volume microservices ecosystems. #### Operational Theory - - **(2024)** [apmdigest.com: What Can AIOps Do For IT Ops? - Part 1](https://www.apmdigest.com/aiops-itops-1) [COMMUNITY-TOOL] β€” Fundamental analysis detailing how Artificial Intelligence for IT Operations (AIOps) shifts operational models. Analyzes historical incident noise suppression, automated signal isolation, and proactive threat forecasting systems. + - [apmdigest.com: What Can AIOps Do For IT Ops? - Part 1](https://www.apmdigest.com/aiops-itops-1) [COMMUNITY-TOOL] β€” Fundamental analysis detailing how Artificial Intelligence for IT Operations (AIOps) shifts operational models. Analyzes historical incident noise suppression, automated signal isolation, and proactive threat forecasting systems. #### Site Reliability Engineering - - **(2024)** [infoq.com: AIOps: Site Reliability Engineering at Scale](https://www.infoq.com/articles/aiops-reliability-engineering) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines technical execution patterns for embedding AI telemetry loops within modern SRE frameworks. Focuses on dynamic thresholding, algorithmic anomaly isolation, and proactive capacity planning in dense cluster matrices. + - [infoq.com: AIOps: Site Reliability Engineering at Scale](https://www.infoq.com/articles/aiops-reliability-engineering) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines technical execution patterns for embedding AI telemetry loops within modern SRE frameworks. Focuses on dynamic thresholding, algorithmic anomaly isolation, and proactive capacity planning in dense cluster matrices. ### FinOps #### AI Automation - - **(2025)** [OpenOps: No-Code FinOps Automation Platform with AI](https://github.com/openops-cloud/openops) ⭐ 1024 🌟🌟🌟 [COMMUNITY-TOOL] β€” An open-source, no-code FinOps platform that leverages artificial intelligence to autonomously optimize cloud infrastructure costs. Integrates cloud budget controls directly with container orchestration metrics. + - [OpenOps: No-Code FinOps Automation Platform with AI](https://github.com/openops-cloud/openops) ⭐ 1024 [COMMUNITY-TOOL] β€” An open-source, no-code FinOps platform that leverages artificial intelligence to autonomously optimize cloud infrastructure costs. Integrates cloud budget controls directly with container orchestration metrics. +#### Automated Scaling + + - [CAST AI](https://cast.ai) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Enterprise-grade automated container management and FinOps scaling engine. Performs real-time node selection, spot instance provisioning, and cluster rightsizing dynamically without degrading active microservice performance. +#### Cost Optimization + + - [Learn to Manage Investments and Cost Efficiency of Azure and AI Workloads](https://techcommunity.microsoft.com/blog/finopsblog/learn-to-manage-investments-and-cost-efficiency-of-azure-and-ai-workloads/4396862) [COMMUNITY-TOOL] β€” Comprehensive guide for managing cloud-spend on Azure AI infrastructure. Covers architectural frameworks for optimizing large GPU node pools, tracking LLM API consumption patterns, and integrating FinOps principles into AI platform teams. ## Cloud Native ### AI Infrastructure #### Hybrid Cloud Strategy - - **(2020)** [cio.com: Make Better AI Infrastructure Decisions: Why Hybrid Cloud is a Solid Fit 🌟](https://www.cio.com/article/350337/make-better-ai-infrastructure-decisions-why-hybrid-cloud-is-a-solid-fit.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight discusses why a hybrid cloud footprint remains the most strategic deployment vector for enterprise artificial intelligence. Live Grounding demonstrates how hybrid models protect intellectual property, manage regulatory compliance, and control high training costs. + - [cio.com: Make Better AI Infrastructure Decisions: Why Hybrid Cloud is a' Solid Fit 🌟](https://www.cio.com/article/350337/make-better-ai-infrastructure-decisions-why-hybrid-cloud-is-a-solid-fit.html) [COMMUNITY-TOOL] β€” Curator Insight discusses why a hybrid cloud footprint remains the most strategic deployment vector for enterprise artificial intelligence. Live Grounding demonstrates how hybrid models protect intellectual property, manage regulatory compliance, and control high training costs. ### Kubernetes #### AI Deployment - - **(2025)** [itnext.io: Deploy Flexible and Custom Setups with Anything LLM on Kubernetes](https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kubernetes-a2b5687f2bcc) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural guide outlining the step-by-step deployment of Anything LLM on Kubernetes. Addresses persistent storage provisioning, ingress configurations, and connecting the stack with external Ollama or vLLM backends. + - [itnext.io: Deploy Flexible and Custom Setups with Anything LLM on Kubernetes](https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kubernetes-a2b5687f2bcc) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural guide outlining the step-by-step deployment of Anything LLM on Kubernetes. Addresses persistent storage provisioning, ingress configurations, and connecting the stack with external Ollama or vLLM backends. #### CLI Plugins - - **(2024)** [collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin](https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin) [COMMUNITY-TOOL] β€” Technical walkthrough on using the kubectl-openai plugin. Details how natural language prompts are parsed and securely converted into compliant Kubernetes manifest definitions or localized query commands. + - [collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin](https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin) [COMMUNITY-TOOL] β€” Technical walkthrough on using the kubectl-openai plugin. Details how natural language prompts are parsed and securely converted into compliant Kubernetes manifest definitions or localized query commands. +#### Fleet Management + + - **(2025)** [Limitless Kubernetes Scaling for AI and Data-intensive Workloads: The AKS Fleet Strategy](http://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensive-Workloads) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep dives into Azure Kubernetes Service (AKS) Fleet Manager strategies to run multi-cluster AI workloads. Outlines global routing, high-density scheduling optimizations, and cross-cluster resource synchronization required for distributed training. ### Platform Engineering #### AIOps Integration - - **(2025)** [platformengineering.org: AI is changing the future of platform engineering. Are you ready?](https://platformengineering.org/blog/ai-is-changing-the-future-of-platform-engineering-are-you-ready) [COMMUNITY-TOOL] β€” Surveys the architectural shift of modern IDPs (Internal Developer Platforms) incorporating AI agents. Demonstrates self-service infrastructure blueprints powered by LLMs to significantly shorten developers' cycle times. + - [platformengineering.org: AI is changing the future of platform engineering.' Are you ready?](https://platformengineering.org/blog/ai-is-changing-the-future-of-platform-engineering-are-you-ready) [COMMUNITY-TOOL] β€” Surveys the architectural shift of modern IDPs (Internal Developer Platforms) incorporating AI agents. Demonstrates self-service infrastructure blueprints powered by LLMs to significantly shorten developers' cycle times. +## Cloud Native Infrastructure + +### Kubernetes Operations + +#### AIOps Diagnostics + + - [k8sgpt.ai](https://k8sgpt.ai) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The premier AI-native diagnostic framework for Kubernetes cluster operations. Scans running clusters, decodes anomalies, and references OpenAI integrations to deliver actionable mitigation strategies. ## Cloud Security ### CICD Platforms @@ -201,59 +206,80 @@ Live Grounding: Aggregates verified integrations linking AI models to tools like #### AI and MCP Clients - - **(2025)** [**Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP Integration**](https://github.com/TabularisDB/tabularis/blob/main/README.es.md) ⭐ 2151 [SPANISH CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An innovative, open-source cross-platform database client featuring deep AI integration and Model Context Protocol (MCP) compliance. This configuration enables language models to securely inspect, query, and mutate structured schemas under strict guardrails. Live grounding confirms the project provides localized Spanish documentation as its primary onboarding interface while keeping global compliance. + - [Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP' Integration](https://github.com/TabularisDB/tabularis/blob/main/README.es.md) ⭐ 2151 [SPANISH CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An innovative, open-source cross-platform database client featuring deep AI integration and Model Context Protocol (MCP) compliance. This configuration enables language models to securely inspect, query, and mutate structured schemas under strict guardrails. Live grounding confirms the project provides localized Spanish documentation as its primary onboarding interface while keeping global compliance. ## Developer Tools ### AI Coding Assistants +#### .NET Integration + + - [Extend your coding agent with .NET Skills](https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills) [COMMUNITY-TOOL] β€” Step-by-step instruction illustrating how to inject specialized .NET SDK contexts and compilation knowledge bases into autonomous coding agents to optimize C# generation pipelines. +#### Agentic Workflows + + - [Development Environments for Cloud Agents](https://cursor.com/blog/cloud-agent-development-environments) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the infrastructure required to run high-autonomy AI coding agents. Discusses secure sandboxing, runtime requirements, and interactive execution environments designed to bridge LLMs with real-world system runtimes safely. #### Industry Impact - - **(2023)** [xataka.com: https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos](https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” [SPANISH CONTENT] A collection of deep-dive interviews tracking the generational shift of AI in standard software engineering teams. Documents shifts in productivity, engineering psychology, and technical evolution. -## Education + - [xataka.com: https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos](https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” [SPANISH CONTENT] A collection of deep-dive interviews tracking the generational shift of AI in standard software engineering teams. Documents shifts in productivity, engineering psychology, and technical evolution. +### Terminal Systems -### Software Engineering +#### AI Tooling -#### Professional Growth - - - **(2024)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 100172 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive, widely vetted resource compiling software engineering methodologies, design schemas, and performance protocols required for elite software delivery. + - [Warp: The Agentic Development Environment](https://www.warp.dev) [COMMUNITY-TOOL] β€” Evaluates Warp, a Rust-based modern terminal platform embedding native AI workflows. Outlines command prediction, architectural collaboration features, and native agentic debugging directly from terminal logs. ## Education and Automation ### Grading Systems #### CLI - - **(2024)** [Quiz Grader](https://github.com/ned1313/quiz-grader) 🌟 [COMMUNITY-TOOL] β€” A lightweight utility engineered to automate the grading and feedback of quizzes and programming assignments. It processes markdown-based inputs to generate structured performance assessments. Grounding highlights its utility in small-scale educational pipelines or self-assessment exercises. + - [Quiz Grader](https://github.com/ned1313/quiz-grader) [COMMUNITY-TOOL] β€” A lightweight utility engineered to automate the grading and feedback of quizzes and programming assignments. It processes markdown-based inputs to generate structured performance assessments. Grounding highlights its utility in small-scale educational pipelines or self-assessment exercises. +## Healthcare Technology + +### Artificial Intelligence (1) + +#### Speech and Voice Systems + + - [Microsoft Dragon Copilot: Unified Voice AI Assistant for Healthcare](https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Official press release detailing Microsoft's Dragon Copilot launch. Explores the application of ambient clinical speech models to draft medical charts automatically under strict HIPAA compliance. ## Knowledge Management -### AI Workflows +### AI Workflows (1) #### NotebookLM Prompting - - **(2025)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) ⭐ 3412 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A master repository containing systemic prompts for Google NotebookLM. Accelerates deep source material analysis, structured outlining, and programmatic context extraction. + - [Awesome NotebookLM Slide Prompts](https://github.com/serenakeyitan/awesome-notebookLM-prompts) ⭐ 3412 [ENTERPRISE-STABLE] β€” A master repository containing systemic prompts for Google NotebookLM. Accelerates deep source material analysis, structured outlining, and programmatic context extraction. ## Machine Learning (1) +### AI Hardware Acceleration + +#### Enterprise Infrastructure + + - [Cerebras AI](https://www.cerebras.ai) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Architectural hub detailing wafer-scale AI processors built to tackle compute limits. Facilitates unprecedented deep-learning model execution with extreme localized bandwidth optimizations. ### Deep Learning Foundations #### Large Language Models (2) - - **(2025)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 95379 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Highly acclaimed code-first textbook guiding the creation of a Large Language Model (LLM) from scratch in PyTorch. Illustrates attention mechanisms, tokenizers, training loops, and weight loadings. + - [LLMs-from-scratch](https://github.com/rasbt/LLMs-from-scratch) ⭐ 95379 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Highly acclaimed code-first textbook guiding the creation of a Large Language Model (LLM) from scratch in PyTorch. Illustrates attention mechanisms, tokenizers, training loops, and weight loadings. ## Platform Engineering (1) ### AI Integration +#### Agentic Engineering + + - [Draw.io MCP for Diagram Generation: Why It’s Worth Using](https://thomasthornton.cloud/draw-io-mcp-for-diagram-generation-why-its-worth-using) [COMMUNITY-TOOL] β€” An illustrative guide showing how the Draw.io Model Context Protocol (MCP) server allows AI assistants to programmatically generate and edit architecture diagrams. Bridges the gap between conversational design instructions and technical diagrams. + - [Azure DevOps MCP Server Public Preview](https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview) [ENTERPRISE-STABLE] β€” The official public announcement details the release and capabilities of the Azure DevOps MCP server. Highlights the architectural integration of Large Language Models directly into enterprise ADO workflows for automated engineering management. #### Coding Assistants - - **(2024)** [==Best Practices for Using GitHub Copilot==](https://docs.github.com/en/copilot/get-started/best-practices) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The authoritative guidelines from GitHub for maximizing productivity and code quality using GitHub Copilot. Outlines advanced prompt engineering strategies, structuring context files, dealing with security vulnerabilities, and validation routines. -## Software Engineering (1) + - **(2025)** [**Programming with GitHub Copilot Agent Mode**](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A technical deep-dive into utilizing GitHub Copilot's 'Agent Mode' (Copilot Workspace) directly from the IDE. Explains how the tool acts as an autonomous collaborator, creating comprehensive implementation plans, managing complex multi-file updates, and executing test suites. + - [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” The official training course by Anthropic showcasing the capabilities and CLI operations of Claude Code. Demonstrates how developers can utilize the terminal agent for code reviews, refactoring, automated testing, and execution-guided software development. + - [Best Practices for Using GitHub Copilot](https://docs.github.com/en/copilot/get-started/best-practices) [DOCUMENTATION] [DE FACTO STANDARD] β€” The authoritative guidelines from GitHub for maximizing productivity and code quality using GitHub Copilot. Outlines advanced prompt engineering strategies, structuring context files, dealing with security vulnerabilities, and validation routines. + - [Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous Free Tier](https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft) [SPANISH CONTENT] [ENTERPRISE-STABLE] β€” Spanish news analysis covering the competitive launch of Google Gemini Code Assist and its direct threat to GitHub Copilot's market dominance. Highlights its multi-repository context window, competitive pricing strategies, and integration into IDEs. [SPANISH CONTENT] +### CI-CD Pipelines -### Developer Experience +#### AI Integration (1) -#### AI Assisted Coding +##### Azure DevOps -##### Claude Templates - - - **(2025)** [**Claude Code Templates**](https://github.com/davila7/claude-code-templates) ⭐ 27488 🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly popular community repository hosting prompt structures, workflows, and templates optimized for Claude Code and Anthropic integrations in complex development cycles. + - [Automate Pull Request Descriptions in Azure DevOps with Azure OpenAI](https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-devops-with-azure-openai) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A practical implementation guide demonstrating how to integrate Azure OpenAI into Azure DevOps pipelines to automatically generate comprehensive pull request descriptions from code differences. Demonstrates prompt engineering techniques and YAML pipeline configurations to enhance team productivity and standardise PR documentation using generative AI. --- -πŸ’‘ **Explore Related:** [Chatgpt](./chatgpt.md) | [Ai Agents Mcp](./ai-agents-mcp.md) +πŸ’‘ **Explore Related:** [Ai Agents Mcp](./ai-agents-mcp.md) | [Chatgpt](./chatgpt.md) | [Mlops](./mlops.md) diff --git a/v2-docs/angular.md b/v2-docs/angular.md new file mode 100644 index 00000000..7d977ad2 --- /dev/null +++ b/v2-docs/angular.md @@ -0,0 +1,13 @@ +# Angular + +!!! info "Architectural Context" + Detailed reference for Angular in the context of Developer Ecosystem. + +## Standard Reference + + - [developers.redhat.com: Handling Angular environments in continuous delivery' with Red Hat OpenShift](https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-continuous-delivery-with-red-hat-openshift) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) + diff --git a/v2-docs/ansible.md b/v2-docs/ansible.md index b0ab834b..83b8b632 100644 --- a/v2-docs/ansible.md +++ b/v2-docs/ansible.md @@ -3,6 +3,133 @@ !!! info "Architectural Context" Detailed reference for Ansible in the context of Hardened Infrastructure. +## Standard Reference + + - [docs.ansible.com](https://docs.ansible.com) [COMMUNITY-TOOL] + - [dureka.co: What Is Ansible?](https://www.edureka.co/blog/what-is-ansible) [COMMUNITY-TOOL] + - [opensource.com: How to install software with Ansible](https://opensource.com/article/20/9/install-packages-ansible) [COMMUNITY-TOOL] + - [opensource.com: Automate your container orchestration with Ansible modules' for Kubernetes 🌟](https://opensource.com/article/20/9/ansible-modules-kubernetes) [COMMUNITY-TOOL] + - [opensource.com: A quickstart guide to Ansible 🌟](https://opensource.com/article/19/2/quickstart-guide-ansible) [COMMUNITY-TOOL] + - [opensource.com: 7 things you can do with Ansible right now](https://opensource.com/article/20/9/ansible) [COMMUNITY-TOOL] + - [opensource.com: Integrate your calendar with Ansible to avoid schedule conflicts' 🌟](https://opensource.com/article/20/10/calendar-ansible) [COMMUNITY-TOOL] + - [opensource.com: My first day using Ansible](https://opensource.com/article/20/10/first-day-ansible) [COMMUNITY-TOOL] + - [siliconangle.com: Red Hat ties Ansible automation to Kubernetes cluster' management 🌟](https://siliconangle.com/2020/10/13/red-hat-ties-ansible-automation-kubernetes-cluster-management) [COMMUNITY-TOOL] + - [thenewstack.io: Red Hat Brings Ansible Automation to Kubernetes 🌟](https://thenewstack.io/red-hat-brings-ansible-automation-to-kubernetes) [COMMUNITY-TOOL] + - [zdnet.com: ed Hat expands Ansible ready to run cloud programs 🌟](https://www.zdnet.com/article/red-hat-expands-ansible-ready-to-run-cloud-programs) [COMMUNITY-TOOL] + - [opensource.com: 10 Ansible modules for Linux system automation c](https://opensource.com/article/20/10/ansible-modules-linux) [COMMUNITY-TOOL] + - [opensource.com: Set up an Ansible lab in 20 minutes](https://opensource.com/article/20/12/ansible-lab) [COMMUNITY-TOOL] + - [opensource.com: 4 lines of code to improve your Ansible play](https://opensource.com/article/21/1/improve-ansible-play) [COMMUNITY-TOOL] + - [opensource.com: 10 ways Ansible is for everyone 🌟](https://opensource.com/article/21/1/ansible) [COMMUNITY-TOOL] + - [linkedin.com: Ansible what is it and what not](https://www.linkedin.com/pulse/ansible-what-marcel-koert) [COMMUNITY-TOOL] + - [developer.okta.com: Tutorial: Ansible and Account Automation with Okta](https://developer.okta.com/blog/2021/02/05/okta-ansible) [COMMUNITY-TOOL] + - [opensource.com: How Ansible got started and grew](https://opensource.com/article/21/2/ansible-origin-story) [COMMUNITY-TOOL] + - [toptechskills.com: Ansible Tutorials & Courses 🌟](https://www.toptechskills.com/ansible-tutorials-courses) [COMMUNITY-TOOL] + - [toptechskills.com: How to Speed Up Your Ansible Playbooks Over 600% 🌟](https://www.toptechskills.com/ansible-tutorials-courses/speed-up-ansible-playbooks-pipelining-mitogen) [COMMUNITY-TOOL] + - [opensource.com: 5 everyday sysadmin tasks to automate with Ansible 🌟](https://opensource.com/article/21/3/ansible-sysadmin) [COMMUNITY-TOOL] + - [Ansible 3.3.0 released](https://groups.google.com/g/ansible-devel/c/CdQ7eWUUm8k?pli=1) [COMMUNITY-TOOL] + - [fedoramagazine.org: Using Ansible to configure Podman containers 🌟](https://fedoramagazine.org/using-ansible-to-configure-podman-containers) [COMMUNITY-TOOL] + - [redhat.com: Introduction to RHEL System Roles 🌟](https://www.redhat.com/en/blog/introduction-rhel-system-roles) [COMMUNITY-TOOL] + - [linuxtechlab.com: Ansible Tutorial: Introduction to simple Ansible commands](https://linuxtechlab.com/ansible-tutorial-simple-commands) [COMMUNITY-TOOL] + - [analyticsindiamag.com: Ansible vs Docker: A Detailed Comparison Of DevOps' Tools](https://analyticsindiamag.com/ansible-vs-docker-a-detailed-comparison-of-devops-tools) [COMMUNITY-TOOL] + - [dev.to: DevOps 101 : Introduction to Ansible](https://dev.to/grayhat/devops-101-introduction-to-ansible-1n64) [COMMUNITY-TOOL] + - [developers.redhat.com: Automate Red Hat JBoss Web Server deployments with' Ansible](https://developers.redhat.com/articles/2021/08/30/automate-red-hat-jboss-web-server-deployments-ansible) [COMMUNITY-TOOL] + - [opensource.com: How I keep my file folders tidy with Ansible](https://opensource.com/article/21/9/keep-folders-tidy-ansible) [COMMUNITY-TOOL] + - [developers.redhat.com: Four reasons developers should use Ansible](https://developers.redhat.com/articles/2021/09/27/four-reasons-developers-should-use-ansible) [COMMUNITY-TOOL] + - [vitux.com: How to speed-up an Ansible Playbook 🌟](https://vitux.com/how-to-speed-up-an-ansible-playbook) [COMMUNITY-TOOL] + - [opensource.com: 9 ways to learn Ansible this year 🌟](https://opensource.com/article/22/1/learn-ansible) [COMMUNITY-TOOL] + - [cloud.google.com: How to deploy the Google Cloud Ops Agent with Ansible](https://cloud.google.com/blog/products/operations/use-ansible-to-deploy-the-google-cloud-ops-agent) [COMMUNITY-TOOL] + - [cloudbees.com: Getting Started Quickly With Ansible Ad Hoc Commands](https://www.cloudbees.com/blog/getting-started-quickly-with-ansible-ad-hoc-commands) [COMMUNITY-TOOL] + - [middlewareinventory.com: Ansible List Examples – How to create and append' items to List 🌟](https://www.middlewareinventory.com/blog/ansible-list-examples-how-to-create-and-append-items-to-list) [COMMUNITY-TOOL] + - [middlewareinventory.com: Ansible Dictionary – How to create and add items' to dict](https://www.middlewareinventory.com/blog/ansible-dict) [COMMUNITY-TOOL] + - [middlewareinventory.com: How to use ansible with S3 – Ansible aws_s3 examples' | Devops Junction](https://www.middlewareinventory.com/blog/ansible-aws_s3-example) [COMMUNITY-TOOL] + - [dlford.io: Orchestrate Your Systems with Ansible Playbooks - How to Home' Lab Part 10 🌟](https://www.dlford.io/ansible-orchestration-how-to-home-lab-part-10) [COMMUNITY-TOOL] + - [learning-devops-tools-with-nandita.blogspot.com: Overview of Ansible and' Ansible Playbooks](https://learning-devops-tools-with-nandita.blogspot.com/2022/08/overview-of-ansible-and-ansible.html) [COMMUNITY-TOOL] + - [developers.redhat.com: How to install VMs and Ansible Automation Platform' on Mac M1](https://developers.redhat.com/articles/2022/10/25/how-install-vms-and-ansible-automation-platform-mac-m1) [COMMUNITY-TOOL] + - [devopscube.com: How to Setup Ansible AWS Dynamic Inventory](https://devopscube.com/setup-ansible-aws-dynamic-inventory) [COMMUNITY-TOOL] + - [tomsitcafe.com: Getting started with Ansible playbooks: more steps towards' DevOps](https://tomsitcafe.com/2023/02/14/getting-started-with-ansible-playbooks-more-steps-towards-devops) [COMMUNITY-TOOL] + - [tomsitcafe.com: Conditional statements – making decisions in Ansible code](https://tomsitcafe.com/2023/02/17/conditional-statements-making-decisions-in-ansible-code) [COMMUNITY-TOOL] + - [tomsitcafe.com: How to implement and use handlers in Ansible code?](https://tomsitcafe.com/2023/03/06/how-to-implement-and-use-handlers-in-ansible-code) [COMMUNITY-TOOL] + - [tomsitcafe.com: Configuration file blueprints: Jinja2 templates in the Ansible' code](https://tomsitcafe.com/2023/03/13/configuration-file-blueprints-jinja2-templates-in-the-ansible-code) [COMMUNITY-TOOL] + - [tomsitcafe.com: Handling sensitive data with Ansible Vault: encrypting strings' instead of files](https://tomsitcafe.com/2023/03/16/handling-sensitive-data-with-ansible-vault-encrypting-strings-instead-of-files) [COMMUNITY-TOOL] + - [tomsitcafe.com: Let’s use a more flexible directory structure for an Ansible' project](https://tomsitcafe.com/2023/05/11/lets-use-a-more-flexible-directory-structure-for-an-ansible-project) [COMMUNITY-TOOL] + - [tomsitcafe.com: Enhancing Ansible Automation: Exploring the Power of Ansible' Semaphore, a Modern Open-Source GUI](https://tomsitcafe.com/2023/05/15/ansible-semaphore-a-modern-open-source-gui-for-our-ansible-automation) [COMMUNITY-TOOL] + - [tomsitcafe.com: Mastering Ansible: Navigating the Most Common Errors and' Mistakes](https://tomsitcafe.com/2023/06/02/mastering-ansible-navigating-the-most-common-errors-and-mistakes) [COMMUNITY-TOOL] + - [tomsitcafe.com: Automating APIs with Ansible: A Comprehensive Guide](https://tomsitcafe.com/2023/06/09/automating-apis-with-ansible-a-comprehensive-guide) [COMMUNITY-TOOL] + - [devopsinside.com: Is Kubernetes killing tools like Ansible?](https://devopsinside.com/how-kubernetes-is-killing-tools-like-ansible) [COMMUNITY-TOOL] + - [intellipaat.com: Ansible vs Kubernetes vs Docker](https://intellipaat.com/blog/ansible-vs-kubernetes-vs-docker) [COMMUNITY-TOOL] + - [github.com/naveensilver/Ansible](https://github.com/naveensilver/Ansible) [COMMUNITY-TOOL] + - [thenewstack.io: How to Put a GUI on Ansible, Using Semaphore](https://thenewstack.io/how-to-put-a-gui-on-ansible-using-semaphore) [COMMUNITY-TOOL] + - [infraxpertzz.com: Deploying Custom Files with Jinja2 Template 🌟](https://infraxpertzz.com/deploying-custom-files-with-jinja2-template) [COMMUNITY-TOOL] + - [jinja 🌟](https://github.com/pallets/jinja) ⭐ 11634 [ENTERPRISE-STABLE] + - [techforce1.nl: Creating your first Ansible module](https://techforce1.nl/creating-your-first-ansible-module) [COMMUNITY-TOOL] + - [linuxctl.com: Ansible - Interacting with external REST API](https://linuxctl.com/2017/01/ansible---interacting-with-external-rest-api) [COMMUNITY-TOOL] + - [steampunk.si: Let us give Ansible a REST](https://steampunk.si/blog/let-us-give-ansible-a-rest) [COMMUNITY-TOOL] + - [opensource.com: Using Ansible with REST APIs](https://opensource.com/article/21/9/ansible-rest-apis) [COMMUNITY-TOOL] + - [youtube playlist: Ansible Tutorial - by Thetips4you 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-al0Knm1A0eEXfGyd5kCi16p) [COMMUNITY-TOOL] + - [youtube playlist: Ansible Tutorial - by Infra Xpertzz 🌟](https://www.youtube.com/playlist?list=PLOwxB_PX3s3WSfhzVtwhxXwy7QpkmtnzR) [COMMUNITY-TOOL] + - [youtube: Ansible for beginners - by XavkiEn](https://www.youtube.com/playlist?list=PLWZKNB9waqIXEL-NIapWwIADPtkspe9vk) [COMMUNITY-TOOL] + - [youtube: Exercises / Monitoring : How to install node exporter 🌟](https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn) [COMMUNITY-TOOL] + - [Ansible for DevOps Examples](https://github.com/geerlingguy/ansible-for-devops) ⭐ 9761 [ENTERPRISE-STABLE] + - [github.com/k3s-io/k3s-ansible 🌟](https://github.com/k3s-io/k3s-ansible) ⭐ 2793 [COMMUNITY-TOOL] + - [github.com/PyratLabs/ansible-role-k3s 🌟](https://github.com/PyratLabs/ansible-role-k3s) ⭐ 712 [COMMUNITY-TOOL] + - [developers.redhat.com: Set up mod_cluster for Red Hat JBoss Web Server with' Ansible](https://developers.redhat.com/articles/2021/09/28/set-modcluster-red-hat-jboss-web-server-ansible) [COMMUNITY-TOOL] + - [middlewareinventory.com: Ansible Playbook Examples – Sample Ansible Playbooks' | Devops Junction](https://www.middlewareinventory.com/blog/ansible-playbook-example) [COMMUNITY-TOOL] + - [Ansible Collections 🌟](https://github.com/ansible-collections) [COMMUNITY-TOOL] + - [Amazon AWS Collection 🌟](https://github.com/ansible-collections/amazon.aws) ⭐ 386 [COMMUNITY-TOOL] + - [Radware/radware-ansible: Radware Ansible Collection](https://github.com/Radware/radware-ansible) ⭐ 10 [COMMUNITY-TOOL] + - [redhat.com: Red Hat Ansible Automation Platform Enhancements and New Certified' Ansible Content Collections Refine the Automation Experience to Drive Business Imperatives](https://www.redhat.com/en/about/press-releases/red-hat-ansible-automation-platform-enhancements-and-new-certified-ansible-content-collections-refine-automation-experience-drive-business-imperatives) [COMMUNITY-TOOL] + - [pypi.org: ansible-navigator 🌟](https://pypi.org/project/ansible-navigator) [COMMUNITY-TOOL] + - [redhat.com: From the datacenter to the edge: The open hybrid cloud vision' for Red Hat Ansible Automation Platform 2](https://www.redhat.com/en/blog/datacenter-edge-open-hybrid-cloud-vision-red-hat-ansible-automation-platform-2) [COMMUNITY-TOOL] + - [redhat.com: Redefining the possibilities of IT automation across your ecosystem' with Red Hat partners](https://www.redhat.com/en/blog/redefining-possibilities-it-automation-across-your-ecosystem-red-hat-partners) [COMMUNITY-TOOL] + - [crn.com: IBM’s Red Hat Reveals Ansible Automation Platform 2 Early Access](https://www.crn.com/news/cloud/ibm-s-red-hat-reveals-ansible-automation-platform-2-early-access) [COMMUNITY-TOOL] + - [devops.com: Red Hat Extends Scope of Ansible Automation Ambitions](https://devops.com/red-hat-extends-scope-of-ansible-automation-ambitions) [COMMUNITY-TOOL] + - [redhat.com: Red Hat Ansible Automation Platform 2 Drives Cloud-Native Automation' and Helps Developers Become Automators](https://www.redhat.com/en/about/press-releases/red-hat-ansible-automation-platform-2-drives-cloud-native-automation-and-helps-developers-become-automators) [COMMUNITY-TOOL] + - [redhat.com: Red Hat Brings Industry-Leading Ansible Automation Platform' to **Microsoft Azure**](https://www.redhat.com/en/about/press-releases/red-hat-brings-industry-leading-ansible-automation-platform-microsoft-azure) [COMMUNITY-TOOL] + - [List of Red Hat Supported Maintained Ansible Collections 🌟](https://access.redhat.com/articles/4993781) [COMMUNITY-TOOL] + - [opensource.com: 5 tips for choosing an Ansible collection that's right' for you](https://opensource.com/article/21/3/ansible-collections) [COMMUNITY-TOOL] + - [youtube: Ansible Collections 🌟](https://www.youtube.com/watch?app=desktop&v=AXnDrGgLaF0&feature=share&ab_channel=RobertdeBock) [COMMUNITY-TOOL] + - [linuxtechi.com: How to Use Loops in Ansible Playbook](https://www.linuxtechi.com/how-to-use-loops-in-ansible-playbook) [COMMUNITY-TOOL] + - [itnext.io: Ansible and Jenkins β€” automate your scritps 🌟](https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653) [COMMUNITY-TOOL] + - [Ansible AWX](https://github.com/ansible/awx) ⭐ 15428 [DE FACTO STANDARD] + - [AWX Operator](https://github.com/ansible/awx-operator) ⭐ 1484 [COMMUNITY-TOOL] + - [linuxsysadmins.com: Install Ansible AWX on Kubernetes in 5 minutes](https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes) [COMMUNITY-TOOL] + - [steampunk.si: Managing infrastructure using Ansible Tower](https://steampunk.si/blog/managing-infrastructure-using-ansible-tower) [COMMUNITY-TOOL] + - [maquinasvirtuales.eu: Docker Swarm: Instalar Ansible AWX](https://www.maquinasvirtuales.eu/docker-swarm-instalar-ansible-awx) [COMMUNITY-TOOL] + - [galaxy.ansible.com/geerlingguy/awx 🌟](https://galaxy.ansible.com/geerlingguy/awx) [COMMUNITY-TOOL] + - [AWX Ansible Collection: galaxy.ansible.com/awx/awx](https://galaxy.ansible.com/awx/awx) [COMMUNITY-TOOL] + - [github.com/tom-256/ansible-awx-packer](https://github.com/tom-256/ansible-awx-packer) [COMMUNITY-TOOL] + - [github.com/scorputty/packer-centos-awx](https://github.com/scorputty/packer-centos-awx) ⭐ 1 [COMMUNITY-TOOL] + - [github.com/jsmartin/ansible-tower-packer](https://github.com/jsmartin/ansible-tower-packer) [COMMUNITY-TOOL] + - [artifacthub.io: Helm Charts - AWX](https://artifacthub.io/packages/search?ts_query_web=awx&sort=relevance&page=1) [COMMUNITY-TOOL] + - [AWS Marketplace (AMIs): AWX/Tower](https://aws.amazon.com/marketplace/search/results?searchTerms=tower) [COMMUNITY-TOOL] + - [Jenkins](https://www.jenkins.io) [COMMUNITY-TOOL] + - [Foreman](https://www.theforeman.org) [COMMUNITY-TOOL] + - [jeffgeerling.com: Testing your Ansible roles with Molecule](https://www.jeffgeerling.com/blog/2018/testing-your-ansible-roles-molecule) [COMMUNITY-TOOL] + - [opensource.com: Testing Ansible roles with Molecule](https://opensource.com/article/18/12/testing-ansible-roles-molecule) [COMMUNITY-TOOL] + - [tomsitcafe.com: How to test Ansible code with Molecule](https://tomsitcafe.com/2023/04/27/how-to-test-ansible-code-with-molecule) [COMMUNITY-TOOL] + - [ansiblefordevops.com](https://www.ansiblefordevops.com) [COMMUNITY-TOOL] + - [ansibleforkubernetes.com 🌟](https://www.ansibleforkubernetes.com) [COMMUNITY-TOOL] + - [github.com/automateyournetwork/automate_your_network: Automate Your Network' - John Capobianco - July 1st 2023](https://github.com/automateyournetwork/automate_your_network) ⭐ 645 [COMMUNITY-TOOL] + - [galaxy.ansible.com](https://galaxy.ansible.com) [COMMUNITY-TOOL] + - [galaxy.ansible.com/geerlingguy](https://galaxy.ansible.com/geerlingguy) [COMMUNITY-TOOL] + - [Ansible Role: Docker 🌟](https://github.com/geerlingguy/ansible-role-docker) ⭐ 2261 [COMMUNITY-TOOL] + - [Tronde/ansible-role-rhel-patchmanagement](https://github.com/Tronde/ansible-role-rhel-patchmanagement) ⭐ 75 [COMMUNITY-TOOL] + - [konstruktoid/ansible-hvault-inventory: Dynamic Ansible inventory using HashiCorp' Vault SSH OTP and local password rotation](https://github.com/konstruktoid/ansible-hvault-inventory) ⭐ 23 [COMMUNITY-TOOL] + - [https://github.com/jdauphant/awesome-ansible](https://github.com/jdauphant/awesome-ansible) ⭐ 1005 [COMMUNITY-TOOL] + - [ansible-community/awesome-ansible: Awesome Ansible 🌟🌟🌟](https://github.com/ansible-community/awesome-ansible) ⭐ 1878 [COMMUNITY-TOOL] + - [The Beginner’s Guide to the Ansible Inventory](https://www.packetcoders.io/the-beginners-guide-to-the-ansible-inventory) [COMMUNITY-TOOL] + - [adamtheautomator.com: How to Use the Ansible Kubernetes Module](https://adamtheautomator.com/ansible-kubernetes) [COMMUNITY-TOOL] + - [galaxy.ansible.com/nginxinc/nginx_core](https://galaxy.ansible.com/nginxinc/nginx_core) [COMMUNITY-TOOL] + - [github.com/oravirt/ansible-oracle](https://github.com/oravirt/ansible-oracle) ⭐ 368 [COMMUNITY-TOOL] + - [github.com/oravirt/ansible-oracle-modules](https://github.com/oravirt/ansible-oracle-modules) ⭐ 217 [COMMUNITY-TOOL] + - [oravirt.wordpress.com: Getting started with ansible-oracle](https://oravirt.wordpress.com/2014/10/01/getting-started-with-ansible-oracle) [COMMUNITY-TOOL] + - [oravirt.wordpress.com: Changes in ansible-oracle v1.2](https://oravirt.wordpress.com/2014/11/05/changes-in-ansible-oracle-v1-2) [COMMUNITY-TOOL] + - [github.com/abessifi/ansible-sqlplus](https://github.com/abessifi/ansible-sqlplus) ⭐ 1 [COMMUNITY-TOOL] + - [Ansistrano](https://github.com/ansistrano) [COMMUNITY-TOOL] + - [Capistrano](https://capistranorb.com) [COMMUNITY-TOOL] + - [opensource.com: How I use Ansible and anacron for automation](https://opensource.com/article/21/9/ansible-anacron-automation) [COMMUNITY-TOOL] + - [opensource.com: Use anacron for a better crontab](https://opensource.com/article/21/2/linux-automation) [COMMUNITY-TOOL] + ## DevOps and Automation ### AI-Assisted Operations @@ -10,6 +137,13 @@ #### Infrastructure as Code - **(2023)** [ansible.com: Ansible and ChatGPT: Putting it to the test](https://www.redhat.com/en/blog/channel/open-source-communities) 🌟🌟🌟 [CASE STUDY] [EMERGING] β€” Red Hat's experimental analysis testing generative AI capability against Ansible Playbook authoring constraints. Highlights current logical gaps and structural best practices for verification. +## Networking + +### Web Servers + +#### Nginx + + - **(2026)** [==Nginx==](https://www.f5.com/products/nginx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Nginx is the premier high-performance web server, reverse proxy, and ingress standard globally. Its lightweight event-driven design allows it to process high-concurrency traffic patterns with extremely predictable memory and CPU footprints. ## Security ### Certificates @@ -19,5 +153,5 @@ - **(2021)** [getbetterdevops.io: How to Secure K8S Nginx Ingress With Let’s Encrypt and Cert Manager](https://www.empowersurvivors.net) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Rescued guide detailing the technical orchestration steps of cert-manager and Let's Encrypt certificates mapping over NGINX Ingress controllers for ingress traffic protection. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/api.md b/v2-docs/api.md index d0f36ee7..0d3b3b9a 100644 --- a/v2-docs/api.md +++ b/v2-docs/api.md @@ -3,21 +3,84 @@ !!! info "Architectural Context" Detailed reference for Api in the context of Developer Ecosystem. +## Standard Reference + + - [postman.com: What is an API?](https://www.postman.com/what-is-an-api) [COMMUNITY-TOOL] + - [github.com/public-apis/public-apis: Try Public APIs for free 🌟](https://github.com/public-apis/public-apis) ⭐ 436518 [DE FACTO STANDARD] + - [Youtube Playlist: Introduction to APIs](https://www.youtube.com/playlist?list=PLM-7VG-sgbtBBnWb2Jc5kufgtWYEmiMAw) [COMMUNITY-TOOL] + - [Devdocs.io API Documentation 🌟](https://devdocs.io) [COMMUNITY-TOOL] + - [thenewstack.io: 5 Ways to Succeed with an API Gateway](https://thenewstack.io/5-ways-to-succeed-with-an-api-gateway) [COMMUNITY-TOOL] + - [youtube: Local CRUD API Express App with Docker in 5 min](https://www.youtube.com/watch?v=UxZiDZsQoZI&ab_channel=TinyStacks) [COMMUNITY-TOOL] + - [freecodecamp.org: REST API Best Practices – REST Endpoint Design Examples' 🌟](https://www.freecodecamp.org/news/rest-api-best-practices-rest-endpoint-design-examples) [COMMUNITY-TOOL] + - [blog.bitsrc.io: API vs Microservices β€” Are you using 2 terms for the same' concept?](https://blog.bitsrc.io/api-vs-microservices-are-you-using-2-terms-for-the-same-concept-b51f13f5974e) [COMMUNITY-TOOL] + - [troyhunt.com: Your API versioning is wrong, which is why I decided to do' it 3 different wrong ways](https://www.troyhunt.com/your-api-versioning-is-wrong-which-is) [COMMUNITY-TOOL] + - [infoq.com: A Standardized, Specification-Driven API Lifecycle](https://www.infoq.com/articles/Standardized-Specification-Driven-API-Lifecycle) [COMMUNITY-TOOL] + - [dzone: Exploring the API-First Design Pattern](https://dzone.com/articles/exploring-the-api-first-design-pattern) [COMMUNITY-TOOL] + - [thenewstack.io: How to Achieve API Governance](https://thenewstack.io/how-to-achieve-api-governance) [COMMUNITY-TOOL] + - [freecodecamp.org: REST API Design Best Practices Handbook – How to Build' a REST API with JavaScript, Node.js, and Express.js](https://www.freecodecamp.org/news/rest-api-design-best-practices-build-a-rest-api) [COMMUNITY-TOOL] + - [infoq.com: Modern API Development and Deployment, from API Gateways to Sidecars](https://www.infoq.com/presentations/api-design-implement-document) [COMMUNITY-TOOL] + - [freecodecamp.org: Public APIs Developers Can Use in Their Projects](https://www.freecodecamp.org/news/public-apis-for-developers) [COMMUNITY-TOOL] + - [postman.com: API versioning](https://www.postman.com/api-platform/api-versioning) [COMMUNITY-TOOL] + - [foojay.io: The Evolution of APIs: From RESTful to Event-Driven](https://foojay.io/today/the-evolution-of-apis-from-restful-to-event-driven) [COMMUNITY-TOOL] + - [blog.hubspot.com: API Gateway vs. Load Balancer: What's The Difference?](https://blog.hubspot.com/website/api-gateway-vs-load-balancer#:~:text=An%20API%20gateway%20vs.,network%20traffic%20across%20multiple%20servers) [COMMUNITY-TOOL] + - [APIs published, APIs consumed: mainstream enterprises increasingly behave' like software vendors](https://www.zdnet.com/article/apis-published-apis-consumed-mainstream-enterprises-increasingly-behave-like-software-vendors) [COMMUNITY-TOOL] + - [dev.to: Make your own API under 30 lines of code 🌟](https://dev.to/shreyazz/make-your-own-api-under-30-lines-of-code-4doh) [COMMUNITY-TOOL] + - [freecodecamp.org: What is REST? Rest API Definition for Beginners](https://www.freecodecamp.org/news/what-is-rest-rest-api-definition-for-beginners) [COMMUNITY-TOOL] + - [javarevisited.blogspot.com: How to send POST Request with JSON Payload' using Curl Command in Linux to Test RESTful Web Services?](https://javarevisited.blogspot.com/2022/08/how-to-post-json-data-with-curl-command.html) [COMMUNITY-TOOL] + - [blog.bytebytego.com: EP94: REST API Cheatsheet](https://blog.bytebytego.com/p/ep94-rest-api-cheatsheet) [COMMUNITY-TOOL] + - [freecodecamp.org: The REST API Handbook – How to Build, Test, Consume,' and Document REST APIs](https://www.freecodecamp.org/news/build-consume-and-document-a-rest-api) [COMMUNITY-TOOL] + - [gRPC](https://grpc.io) [COMMUNITY-TOOL] + - [nordicapis.com: Using gRPC to Connect a Microservices Ecosystem](https://nordicapis.com/using-grpc-to-connect-a-microservices-ecosystem) [COMMUNITY-TOOL] + - [itnext.io: A minimalist guide to gRPC](https://itnext.io/a-minimalist-guide-to-grpc-e4d556293422) [COMMUNITY-TOOL] + - [blog.getambassador.io: Implementing gRPC-Web with Emissary-ingress](https://blog.getambassador.io/implementing-grpc-web-with-emissary-ingress-22aa0d86aac) [COMMUNITY-TOOL] + - [The State of Real-Time Web in 2016](https://banksco.de/p/state-of-realtime-web-2016.html) [COMMUNITY-TOOL] + - [spring.io: YMNNALFT: Websockets](https://spring.io/blog/2021/01/25/ymnnalft-websockets) [COMMUNITY-TOOL] + - [blog.bitsrc.io: Deep Dive into WebSockets](https://blog.bitsrc.io/deep-dive-into-websockets-e6c4c7622423) [COMMUNITY-TOOL] + - [Socket.io](https://socket.io) [COMMUNITY-TOOL] + - [itnext.io: Differences between WebSockets and Socket.IO](https://itnext.io/differences-between-websockets-and-socket-io-a9e5fa29d3dc) [COMMUNITY-TOOL] + - [AsyncAPI](https://www.asyncapi.com) [COMMUNITY-TOOL] + - [thenewstack.io: AsyncAPI Could Be the Default API Format for Event-Driven' Architectures](https://thenewstack.io/asyncapi-could-be-the-default-api-format-for-event-driven-architectures) [COMMUNITY-TOOL] + - [microcks.io: Simulating CloudEvents with AsyncAPI and Microcks](https://microcks.io/blog/simulating-cloudevents-with-asyncapi) [COMMUNITY-TOOL] + - [asyncapi.com: AsyncAPI and CloudEvents](https://www.asyncapi.com/blog/asyncapi-cloud-events) [COMMUNITY-TOOL] + - [blog.bitsrc.io: Not All Microservices Need to Be REST β€” 3 Alternatives to' the Classic](https://blog.bitsrc.io/not-all-microservices-need-to-be-rest-3-alternatives-to-the-classic-41cedbf1a907) [COMMUNITY-TOOL] + - [blog.logrocket.com: GraphQL vs. gRPC vs. REST: Choosing the right API](https://blog.logrocket.com/graphql-vs-grpc-vs-rest-choosing-right-api) [COMMUNITY-TOOL] + - [imaginarycloud.com: gRPC vs REST: Comparing APIs Architectural Styles](https://www.imaginarycloud.com/blog/grpc-vs-rest) [COMMUNITY-TOOL] + - [danhacks.com: REST vs. GraphQL vs. gRPC](https://www.danhacks.com/software/grpc-rest-graphql.html) [COMMUNITY-TOOL] + - [APIDog](https://apidog.com) [COMMUNITY-TOOL] + - [OpenAPI Generator 🌟](https://openapi-generator.tech) [COMMUNITY-TOOL] + - [dev.to: 7 API Tools for REST Developers and Testers](https://dev.to/javinpaul/7-api-tools-for-rest-developers-and-testers-n67) [COMMUNITY-TOOL] + - [mockoon 🌟](https://mockoon.com) [COMMUNITY-TOOL] + - [mockapy](https://pythonium.net/mockapy) [COMMUNITY-TOOL] + - [thenewstack.io: 4 Essential Tools for Protecting APIs and Web Applications](https://thenewstack.io/4-essential-tools-for-protecting-apis-and-web-applications) [COMMUNITY-TOOL] + - [dev.to: Top 15 Automated API Testing Tools](https://dev.to/katalon/top-15-automated-api-testing-tools-lasted-update-32ip) [COMMUNITY-TOOL] + - [opensource.com: 3 ways to test your API with Python](https://opensource.com/article/21/9/unit-test-python) [COMMUNITY-TOOL] + - [GraphQL](https://graphql.org) [COMMUNITY-TOOL] + - [Hasura Launches Beta of GraphQL-Based Remote Joins Tool](https://devops.com/hansura-launches-beta-of-graphql-based-remote-joins-tool) [COMMUNITY-TOOL] + - [thenewstack.io: Why Backend Developers Should Fall in Love with GraphQL' too](https://thenewstack.io/why-backend-developers-should-fall-in-love-with-graphql-too) [COMMUNITY-TOOL] + - [world.hey.com: Another REST vs GraphQL comparison](https://world.hey.com/sammy.henningsson/another-rest-vs-graphql-comparison-8e8357bb) [COMMUNITY-TOOL] + - [Hasura 🌟](https://hasura.io) [COMMUNITY-TOOL] + - [devops.com: Web Application Security is not API Security 🌟](https://devops.com/web-application-security-is-not-api-security) [COMMUNITY-TOOL] + - [biztechmagazine.com: 6 Steps to Improved API Security](https://biztechmagazine.com/article/2021/07/6-steps-improved-api-security) [COMMUNITY-TOOL] + - [thenewstack.io: Developer, Beware: The 3 API Security Risks You Can’t Overlook](https://thenewstack.io/developer-beware-the-3-api-security-risks-you-cant-overlook) [COMMUNITY-TOOL] + - [Public APIs Directory](https://publicapis.io) [COMMUNITY-TOOL] + - [Rapid API](https://rapidapi.com) [COMMUNITY-TOOL] + - [thenewstack.io: A Digital Transformation Journey in the Banking Sector](https://thenewstack.io/a-digital-transformation-journey-in-the-banking-sector) [COMMUNITY-TOOL] + - [thenewstack.io: True Success in Process Automation Requires Microservices](https://thenewstack.io/true-success-in-process-automation-requires-microservices) [COMMUNITY-TOOL] + - [thenewstack.io: How Platform Ops Teams Should Think About API Strategy](https://thenewstack.io/how-platform-ops-teams-should-think-about-api-strategy) [COMMUNITY-TOOL] + - [blog.christianposta.com: Do I Need an API Gateway if I Use a Service Mesh?](https://blog.christianposta.com/microservices/do-i-need-an-api-gateway-if-i-have-a-service-mesh) [COMMUNITY-TOOL] + - [Creando un API REST en Java (parte 1)](https://www.oscarblancarteblog.com/2018/06/25/creando-un-api-rest-en-java-parte-1) [COMMUNITY-TOOL] + - [dev.to: Rapid API Creation with AWS Amplify](https://dev.to/fllstck/rapid-api-creation-with-aws-amplify-3c8i) [COMMUNITY-TOOL] + - [openapi-comment-parser](https://github.com/bee-travels/openapi-comment-parser) ⭐ 256 [COMMUNITY-TOOL] + - [API Business Models. 20 Models in 20 Minutes](https://www.infoq.com/presentations/API-Business-Models) [COMMUNITY-TOOL] + ## Development Tools ### API Mocking and Testing #### Microservices - - **(2026)** [**microcks.io 🌟**](https://microcks.io) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Microcks is a cloud-native platform for mocking and testing API specifications (REST, gRPC, GraphQL, and event-driven architectures). It allows microservices teams to mock dependencies and run contract tests rapidly during continuous integration. -## Machine Learning - -### AI Hardware Acceleration - -#### Enterprise Infrastructure - - - **(2026)** [**Cerebras AI**](https://www.cerebras.ai) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Architectural hub detailing wafer-scale AI processors built to tackle compute limits. Facilitates unprecedented deep-learning model execution with extreme localized bandwidth optimizations. + - [microcks.io 🌟](https://microcks.io) [EN CONTENT] [ENTERPRISE-STABLE] β€” Microcks is a cloud-native platform for mocking and testing API specifications (REST, gRPC, GraphQL, and event-driven architectures). It allows microservices teams to mock dependencies and run contract tests rapidly during continuous integration. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/appointment-scheduling.md b/v2-docs/appointment-scheduling.md new file mode 100644 index 00000000..f4607da3 --- /dev/null +++ b/v2-docs/appointment-scheduling.md @@ -0,0 +1,23 @@ +# Appointment Scheduling + +!!! info "Architectural Context" + Detailed reference for Appointment Scheduling in the context of Career & Industry. + +## Standard Reference + + - [Calendly](https://calendly.com) [COMMUNITY-TOOL] + - [youcanbook.me](https://youcanbook.me) [COMMUNITY-TOOL] + - [Acuity Scheduling](https://acuityscheduling.com) [COMMUNITY-TOOL] + - [Karen](https://karenapp.io) [COMMUNITY-TOOL] + - [Google Calendar appointment slots](https://support.google.com/calendar/answer/190998) [COMMUNITY-TOOL] + - [cal.com](https://cal.com) [COMMUNITY-TOOL] + - [support.google.com: How to set up an appointment schedule](https://support.google.com/google-workspace-individual/answer/10729749) [COMMUNITY-TOOL] + - [wpamelia.com: Calendly vs YouCanBook.Me](https://wpamelia.com/calendly-vs-youcanbook-me) [COMMUNITY-TOOL] + - [wpamelia.com: Calendly vs Acuity](https://wpamelia.com/calendly-vs-acuity) [COMMUNITY-TOOL] + - [wpamelia.com: Calendly vs Doodle](https://wpamelia.com/calendly-vs-doodle) [COMMUNITY-TOOL] + - [karenapp.io: Calendly vs ScheduleOnce](https://karenapp.io/articles/calendly-vs-scheduleonce) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Elearning](./elearning.md) + diff --git a/v2-docs/argo.md b/v2-docs/argo.md index 2dac38e5..afb51fb4 100644 --- a/v2-docs/argo.md +++ b/v2-docs/argo.md @@ -9,155 +9,167 @@ #### AWS EKS - - **(2023)** [dev.to/devsatasurion: Deploying Applications with GitHub Actions and ArgoCD to EKS: Best Practices and Techniques](https://dev.to/devsatasurion/deploying-applications-with-github-actions-and-argocd-to-eks-best-practices-and-techniques-4epc) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Walkthrough for building a secure deployment pipeline connecting GitHub Actions, Argo CD, and AWS EKS. Live Grounding: Focuses on modern identity protocols like OIDC for IAM role assumption, minimizing the need for static credentials inside CI/CD workflows, and boosting security posture. + - [dev.to/devsatasurion: Deploying Applications with GitHub Actions and ArgoCD' to EKS: Best Practices and Techniques](https://dev.to/devsatasurion/deploying-applications-with-github-actions-and-argocd-to-eks-best-practices-and-techniques-4epc) [COMMUNITY-TOOL] β€” Curator Insight: Walkthrough for building a secure deployment pipeline connecting GitHub Actions, Argo CD, and AWS EKS. Live Grounding: Focuses on modern identity protocols like OIDC for IAM role assumption, minimizing the need for static credentials inside CI/CD workflows, and boosting security posture. #### Architectural Patterns - - **(2023)** [**akuity.io: How many do you need? - Argo CD Architectures Explained**](https://akuity.io/blog/argo-cd-architectures-explained) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Compares and contrasts different deployment topologies for Argo CD, including mono-cluster, hub-and-spoke, and fully decentralized models. Live Grounding: Essential for cloud architects designing multi-tenant platforms, detailing scaling limits, networking requirements, and blast radius control for high-scale GitOps systems. + - [akuity.io: How many do you need? - Argo CD Architectures Explained](https://akuity.io/blog/argo-cd-architectures-explained) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Compares and contrasts different deployment topologies for Argo CD, including mono-cluster, hub-and-spoke, and fully decentralized models. Live Grounding: Essential for cloud architects designing multi-tenant platforms, detailing scaling limits, networking requirements, and blast radius control for high-scale GitOps systems. #### Argo CD ApplicationSet - **(2024)** [==argoproj-labs/applicationset: Argo CD ApplicationSet Controller==](https://github.com/argoproj/applicationset) ⭐ 583 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: The standard orchestrator that extends Argo CD to support multicluster application distribution templates. Live Grounding: Key component that processes multi-source configurations, automates environment scaling, and drastically reduces the maintenance overhead of managing distinct Application manifests. - - **(2024)** [**developers.redhat.com: Enhance Kubernetes deployment efficiency with Argo CD and ApplicationSet**](https://developers.redhat.com/articles/2024/06/06/enhance-kubernetes-deployment-efficiency-argo-cd-and-applicationset) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: An authoritative Red Hat guide detailing the features and performance metrics of the Argo CD ApplicationSet controller. Live Grounding: Outlines practical implementations of Git, List, and Matrix generators to deploy standardized applications to hundreds of target environments using declarative, single-file templates. + - [developers.redhat.com: Enhance Kubernetes deployment efficiency with Argo' CD and ApplicationSet](https://developers.redhat.com/articles/2024/06/06/enhance-kubernetes-deployment-efficiency-argo-cd-and-applicationset) [ENTERPRISE-STABLE] β€” Curator Insight: An authoritative Red Hat guide detailing the features and performance metrics of the Argo CD ApplicationSet controller. Live Grounding: Outlines practical implementations of Git, List, and Matrix generators to deploy standardized applications to hundreds of target environments using declarative, single-file templates. #### Bootstrapping - - **(2024)** [==argoproj-labs/argocd-autopilot: Argo-CD Autopilot==](https://github.com/argoproj-labs/argocd-autopilot) ⭐ 1117 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: An official Argo project opinionated tool designed to structure, install, and update Argo CD setups automatically. Live Grounding: Uses a clean directory structure separating infrastructure from application manifests, enabling rapid multi-project bootstrap with built-in version tracking and disaster recovery features. + - [argoproj-labs/argocd-autopilot: Argo-CD Autopilot](https://github.com/argoproj-labs/argocd-autopilot) ⭐ 1117 [DE FACTO STANDARD] β€” Curator Insight: An official Argo project opinionated tool designed to structure, install, and update Argo CD setups automatically. Live Grounding: Uses a clean directory structure separating infrastructure from application manifests, enabling rapid multi-project bootstrap with built-in version tracking and disaster recovery features. #### CI-CD Integration - - **(2023)** [dev.to: Extending GitOps: Effortless continuous integration and deployment on Kubernetes](https://dev.to/amplication/extending-gitops-effortless-continuous-integration-and-deployment-on-kubernetes-1oem) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Examines the convergence of Continuous Integration (CI) and GitOps (CD) loops on Kubernetes clusters. Live Grounding: Covers the integration of automated code generation tools like Amplication with declarative Kubernetes pipelines, simplifying lifecycle paths from commit to live release. + - [dev.to: Extending GitOps: Effortless continuous integration and deployment' on Kubernetes](https://dev.to/amplication/extending-gitops-effortless-continuous-integration-and-deployment-on-kubernetes-1oem) [COMMUNITY-TOOL] β€” Curator Insight: Examines the convergence of Continuous Integration (CI) and GitOps (CD) loops on Kubernetes clusters. Live Grounding: Covers the integration of automated code generation tools like Amplication with declarative Kubernetes pipelines, simplifying lifecycle paths from commit to live release. #### Infrastructure as Code - - **(2023)** [seraf.dev: ArgoCD Tutorial β€” (with Terraform)](https://seraf.dev/argocd-tutorial-with-terraform-af77ddea2e6e) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Illustrates the bootstrap process of Argo CD onto a Kubernetes cluster utilizing the Terraform Helm provider. Live Grounding: Highlights the orchestration boundary between infrastructure provisioning and application GitOps adoption, establishing a reliable continuous delivery baseline. + - [seraf.dev: ArgoCD Tutorial β€” (with Terraform)](https://seraf.dev/argocd-tutorial-with-terraform-af77ddea2e6e) [COMMUNITY-TOOL] β€” Curator Insight: Illustrates the bootstrap process of Argo CD onto a Kubernetes cluster utilizing the Terraform Helm provider. Live Grounding: Highlights the orchestration boundary between infrastructure provisioning and application GitOps adoption, establishing a reliable continuous delivery baseline. #### Multi-Cluster - - **(2022)** [**piotrminkowski.com: Manage Multiple Kubernetes Clusters with ArgoCD 🌟**](https://piotrminkowski.com/2022/12/09/manage-multiple-kubernetes-clusters-with-argocd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Hands-on walk-through for registering and managing multiple target Kubernetes clusters via a single control-plane Argo CD instance. Live Grounding: Provides practical manifests and CLI examples to manage cluster resources and application distributions efficiently across hybrid cloud boundaries. + - [piotrminkowski.com: Manage Multiple Kubernetes Clusters with ArgoCD 🌟](https://piotrminkowski.com/2022/12/09/manage-multiple-kubernetes-clusters-with-argocd) [ENTERPRISE-STABLE] β€” Curator Insight: Hands-on walk-through for registering and managing multiple target Kubernetes clusters via a single control-plane Argo CD instance. Live Grounding: Provides practical manifests and CLI examples to manage cluster resources and application distributions efficiently across hybrid cloud boundaries. #### Operator Lifecycle - - **(2023)** [piotrminkowski.com: Manage Kubernetes Operators with ArgoCD](https://piotrminkowski.com/2023/05/05/manage-kubernetes-operators-with-argocd) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Practical analysis of orchestrating Operator lifecycles and Custom Resource Definitions (CRDs) inside Argo CD synchronization loops. Live Grounding: Explores strategies to prevent the typical race conditions and out-of-sync loops that happen when Argo CD manages system Operators alongside application manifests. + - [piotrminkowski.com: Manage Kubernetes Operators with ArgoCD](https://piotrminkowski.com/2023/05/05/manage-kubernetes-operators-with-argocd) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Practical analysis of orchestrating Operator lifecycles and Custom Resource Definitions (CRDs) inside Argo CD synchronization loops. Live Grounding: Explores strategies to prevent the typical race conditions and out-of-sync loops that happen when Argo CD manages system Operators alongside application manifests. #### Plugins - - **(2024)** [github.com/crumbhole/argocd-lovely-plugin: argocd-lovely-plugin](https://github.com/crumbhole/argocd-lovely-plugin) ⭐ 487 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: A highly flexible custom config management plugin (CMP) for Argo CD designed to combine Helm, Kustomize, and raw YAML seamlessly. Live Grounding: Solves the 'nested tooling' dilemma by processing multiple layers of templating without resorting to complex shell scripts inside the repo, simplifying enterprise GitOps chains. + - [github.com/crumbhole/argocd-lovely-plugin: argocd-lovely-plugin](https://github.com/crumbhole/argocd-lovely-plugin) ⭐ 487 [COMMUNITY-TOOL] β€” Curator Insight: A highly flexible custom config management plugin (CMP) for Argo CD designed to combine Helm, Kustomize, and raw YAML seamlessly. Live Grounding: Solves the 'nested tooling' dilemma by processing multiple layers of templating without resorting to complex shell scripts inside the repo, simplifying enterprise GitOps chains. #### Reference Architectures - - **(2021)** [github.com/myspotontheweb/gitops-workloads-demo](https://github.com/myspotontheweb/gitops-workloads-demo) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Comprehensive demo repository showcasing real-world GitOps workload configurations, structuring apps and infra dependencies. Live Grounding: Excellent structural blueprint for organizing multi-tenant environments, demonstrating how to decouple cluster-wide configurations from individual application manifests. + - [github.com/myspotontheweb/gitops-workloads-demo](https://github.com/myspotontheweb/gitops-workloads-demo) [COMMUNITY-TOOL] β€” Curator Insight: Comprehensive demo repository showcasing real-world GitOps workload configurations, structuring apps and infra dependencies. Live Grounding: Excellent structural blueprint for organizing multi-tenant environments, demonstrating how to decouple cluster-wide configurations from individual application manifests. #### Secret Management - - **(2024)** [==argoproj-labs/argocd-vault-plugin==](https://github.com/argoproj-labs/argocd-vault-plugin) ⭐ 965 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: An indispensable Argo CD plugin built to inject secrets dynamically from HashiCorp Vault, AWS Secrets Manager, or GCP Secret Manager. Live Grounding: Replaces custom templating hacks by decrypting and injecting secret values directly into workloads at synchronization time, ensuring zero plaintext secrets enter the Git repository. - - **(2022)** [dev.to: Argo CD and Sealed Secrets is a perfect match](https://dev.to/timtsoitt/argo-cd-and-sealed-secrets-is-a-perfect-match-1dbf) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Explores the integration of Bitnami Sealed Secrets with Argo CD for safe GitOps secret workflows. Live Grounding: Demonstrates how public cryptography allows storing encrypted secrets safely in Git, which are decrypted only within the target Kubernetes cluster by the Sealed Secrets controller. - - **(2021)** [github.com/crumbhole/argocd-vault-replacer](https://github.com/crumbhole/argocd-vault-replacer) ⭐ 109 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: A specialized replacement utility designed to pull secrets from HashiCorp Vault during the Argo CD rendering phase. Live Grounding: Acts as a lightweight precursor/alternative to full plugin integrations, enabling targeted placeholder substitutions within native Kubernetes manifest streams. + - [dev.to: Argo CD and Sealed Secrets is a perfect match](https://dev.to/timtsoitt/argo-cd-and-sealed-secrets-is-a-perfect-match-1dbf) [COMMUNITY-TOOL] β€” Curator Insight: Explores the integration of Bitnami Sealed Secrets with Argo CD for safe GitOps secret workflows. Live Grounding: Demonstrates how public cryptography allows storing encrypted secrets safely in Git, which are decrypted only within the target Kubernetes cluster by the Sealed Secrets controller. + - [argoproj-labs/argocd-vault-plugin](https://github.com/argoproj-labs/argocd-vault-plugin) ⭐ 965 [DE FACTO STANDARD] β€” Curator Insight: An indispensable Argo CD plugin built to inject secrets dynamically from HashiCorp Vault, AWS Secrets Manager, or GCP Secret Manager. Live Grounding: Replaces custom templating hacks by decrypting and injecting secret values directly into workloads at synchronization time, ensuring zero plaintext secrets enter the Git repository. + - [github.com/crumbhole/argocd-vault-replacer](https://github.com/crumbhole/argocd-vault-replacer) ⭐ 109 [COMMUNITY-TOOL] β€” Curator Insight: A specialized replacement utility designed to pull secrets from HashiCorp Vault during the Argo CD rendering phase. Live Grounding: Acts as a lightweight precursor/alternative to full plugin integrations, enabling targeted placeholder substitutions within native Kubernetes manifest streams. ### Infrastructure as Code (1) #### Terraform Components - - **(2024)** [AWS EKS Argo CD Terraform Component](https://github.com/cloudposse-terraform-components/aws-eks-argocd) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Enterprise-ready Terraform submodule designed to deploy, configure, and bootstrap Argo CD onto an existing AWS EKS cluster. Live Grounding: Standardizes complex security configuration flags, integrates smoothly with AWS IAM roles for service accounts (IRSA), and provisions preconfigured Helm-based releases. + - [AWS EKS Argo CD Terraform Component](https://github.com/cloudposse-terraform-components/aws-eks-argocd) [COMMUNITY-TOOL] β€” Curator Insight: Enterprise-ready Terraform submodule designed to deploy, configure, and bootstrap Argo CD onto an existing AWS EKS cluster. Live Grounding: Standardizes complex security configuration flags, integrates smoothly with AWS IAM roles for service accounts (IRSA), and provisions preconfigured Helm-based releases. ### Progressive Delivery #### Argo Rollouts - - **(2026)** [==argoproj.github.io/argo-rollouts/==](https://argoproj.github.io/argo-rollouts) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Main structural index for implementing automated Canary promotions and instant Rollbacks using Prometheus metrics. Live Grounding: Essential for platform engineers aiming to achieve high-availability delivery paradigms with zero downtime by managing precise traffic routing controls. - **(2023)** [codefresh.io: Progressive delivery for Kubernetes Config Maps using Argo Rollouts](https://octopus.com/blog/progressive-delivery-for-kubernetes-config-maps-using-argo-rollouts) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Investigates strategies for applying progressive delivery steps directly to Kubernetes ConfigMaps and environment secrets. Live Grounding: Explains how to trigger rollouts upon configuration-only shifts, eliminating the risk of misconfigured environment variables breaking applications silently. - - **(2022)** [infracloud.io: Progressive Delivery with Argo Rollouts : Blue-Green Deployment](https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-blue-green-deployment) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Conceptual and step-by-step technical guide for configuring high-performance Blue-Green deployments with Argo Rollouts. Live Grounding: Explores the implementation of manual approval gates, automated smoke tests, and fallback protocols to transition production workloads safely. - - **(2022)** [infracloud.io: Progressive Delivery with Argo Rollouts: Canary Deployment](https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deployment) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Comprehensive guide analyzing step-based canary traffic weight shifting with Argo Rollouts. Live Grounding: Explains the integration of real-time monitoring query metrics (such as latency or error rate) to trigger automated canary rollbacks when anomalies are discovered. + - [argoproj.github.io/argo-rollouts/](https://argoproj.github.io/argo-rollouts) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” Curator Insight: Main structural index for implementing automated Canary promotions and instant Rollbacks using Prometheus metrics. Live Grounding: Essential for platform engineers aiming to achieve high-availability delivery paradigms with zero downtime by managing precise traffic routing controls. + - [infracloud.io: Progressive Delivery with Argo Rollouts : Blue-Green Deployment](https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-blue-green-deployment) [COMMUNITY-TOOL] β€” Curator Insight: Conceptual and step-by-step technical guide for configuring high-performance Blue-Green deployments with Argo Rollouts. Live Grounding: Explores the implementation of manual approval gates, automated smoke tests, and fallback protocols to transition production workloads safely. + - [infracloud.io: Progressive Delivery with Argo Rollouts: Canary Deployment](https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deployment) [COMMUNITY-TOOL] β€” Curator Insight: Comprehensive guide analyzing step-based canary traffic weight shifting with Argo Rollouts. Live Grounding: Explains the integration of real-time monitoring query metrics (such as latency or error rate) to trigger automated canary rollbacks when anomalies are discovered. #### Traffic Management - - **(2023)** [**infracloud.io: How to Setup Blue Green Deployments with DNS Routing 🌟**](https://www.infracloud.io/blogs/blue-green-deployments-dns-routing) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Highly technical tutorial showcasing Blue-Green deployment strategies relying on external DNS routing configurations rather than standard Kubernetes Service routing. Live Grounding: Solves edge-case scenarios for non-HTTP traffic, providing patterns for high-performance multi-region workload transitions. + - [infracloud.io: How to Setup Blue Green Deployments with DNS Routing 🌟](https://www.infracloud.io/blogs/blue-green-deployments-dns-routing) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Highly technical tutorial showcasing Blue-Green deployment strategies relying on external DNS routing configurations rather than standard Kubernetes Service routing. Live Grounding: Solves edge-case scenarios for non-HTTP traffic, providing patterns for high-performance multi-region workload transitions. ### Security #### Vulnerabilities - - **(2022)** [threatpost.com: Argo CD Security Bug Opens Kubernetes Cloud Apps to Attackers](https://threatpost.com/argo-cd-security-bug-kubernetes-cloud-apps/178239) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Discloses CVE-2022-24348, a high-severity path traversal flaw allowing unauthorized access to arbitrary cluster repositories in Argo CD. Live Grounding: Essential post-mortem detailing how custom Helm chart parameter configurations bypassed sanity validation, proving the critical need for constant dependency scanning. - - **(2022)** [thehackernews.com: New Argo CD Bug Could Let Hackers Steal Secret Info from Kubernetes Apps](https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: News analysis of the zero-day path traversal vulnerability in Argo CD's repository rendering process. Live Grounding: Explores structural exploits where malicious manifests loaded by the server could leak other application values, highlighting the immediate need to restrict repository access parameters. - - **(2022)** [armosec.io: CVE 2022-24348 – Argo CD High Severity Vulnerability and its impact on Kubernetes](https://www.armosec.io/blog/cve-2022-24348-argo-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Detailed technical analysis of CVE-2022-24348, breaking down the exact mechanism of the path traversal payload. Live Grounding: ARMOSec offers explicit remediation actions, network policy guidance, and best practices to isolate and secure Argo CD controller components against credential theft. - **(2022)** [infoworld.com: How to protect your Kubernetes infrastructure from the Argo CD vulnerability](https://www.infoworld.com/article/2334525/how-to-protect-your-kubernetes-infrastructure-from-the-argo-cd-vulnerability.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Actionable playbook detailing operational steps to patch and mitigate the path traversal vulnerability in enterprise clusters. Live Grounding: Stresses the significance of continuous configuration auditing, disabling unauthorized repository creation, and using read-only service accounts for the GitOps agent. - **(2022)** [securityaffairs.co: Argo CD flaw could allow stealing sensitive data from Kubernetes Apps](https://securityaffairs.com/127708/hacking/kubernetes-argo-cd-flaw.html) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Coverage of the architectural flaw in Argo CD that exposed critical internal server state and target configuration values. Live Grounding: Emphasizes the risk of multi-tenant environments where shared instances lack sufficient namespace isolation and RBAC constraints, making path traversal exploitation viable. + - [threatpost.com: Argo CD Security Bug Opens Kubernetes Cloud Apps to Attackers](https://threatpost.com/argo-cd-security-bug-kubernetes-cloud-apps/178239) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Discloses CVE-2022-24348, a high-severity path traversal flaw allowing unauthorized access to arbitrary cluster repositories in Argo CD. Live Grounding: Essential post-mortem detailing how custom Helm chart parameter configurations bypassed sanity validation, proving the critical need for constant dependency scanning. + - [thehackernews.com: New Argo CD Bug Could Let Hackers Steal Secret Info from' Kubernetes Apps](https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: News analysis of the zero-day path traversal vulnerability in Argo CD's repository rendering process. Live Grounding: Explores structural exploits where malicious manifests loaded by the server could leak other application values, highlighting the immediate need to restrict repository access parameters. + - [armosec.io: CVE 2022-24348 – Argo CD High Severity Vulnerability and its' impact on Kubernetes](https://www.armosec.io/blog/cve-2022-24348-argo-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Detailed technical analysis of CVE-2022-24348, breaking down the exact mechanism of the path traversal payload. Live Grounding: ARMOSec offers explicit remediation actions, network policy guidance, and best practices to isolate and secure Argo CD controller components against credential theft. ### Workflow Orchestration #### Argo Workflows - - **(2022)** [**blog.argoproj.io: Architecting Workflows For Reliability**](https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Investigates patterns to ensure high-scale reliability when running millions of tasks inside Argo Workflows. Live Grounding: Analyzes garbage collection strategies, rate limiting, retry policies, and how to scale the underlying workflow-controller Pods to avoid etcd exhaustion. - - **(2022)** [blog.argoproj.io: What’s new in Argo Workflows v3.3](https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Outlines the major architectural enhancements and UI features released in Argo Workflows version 3.3. Live Grounding: Highlights key security patches, multi-template updates, and visual enhancements designed to streamline the debugging of complex cloud-native data-processing pipelines. - - **(2022)** [dev.to: The three meanings of "template" in Argo Workflows](https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2paf) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Decodes the highly overloaded concept of 'templates' inside the Argo Workflows architecture, defining Container, Script, and Resource types. Live Grounding: Provides solid structural patterns for reusable components, enabling platform engineers to build clean, maintainable, and dry workflow definitions. + - [blog.argoproj.io: What’s new in Argo Workflows v3.3](https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7) [COMMUNITY-TOOL] β€” Curator Insight: Outlines the major architectural enhancements and UI features released in Argo Workflows version 3.3. Live Grounding: Highlights key security patches, multi-template updates, and visual enhancements designed to streamline the debugging of complex cloud-native data-processing pipelines. + - [dev.to: The three meanings of "template" in Argo Workflows](https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2paf) [COMMUNITY-TOOL] β€” Curator Insight: Decodes the highly overloaded concept of 'templates' inside the Argo Workflows architecture, defining Container, Script, and Resource types. Live Grounding: Provides solid structural patterns for reusable components, enabling platform engineers to build clean, maintainable, and dry workflow definitions. + - [blog.argoproj.io: Architecting Workflows For Reliability](https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Investigates patterns to ensure high-scale reliability when running millions of tasks inside Argo Workflows. Live Grounding: Analyzes garbage collection strategies, rate limiting, retry policies, and how to scale the underlying workflow-controller Pods to avoid etcd exhaustion. #### Security (1) - - **(2022)** [**blog.argoproj.io: Practical Argo Workflows Hardening 🌟**](https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: An authoritative security hardening guide designed to lock down Argo Workflows inside shared multi-tenant environments. Live Grounding: Focuses on strict RBAC roles, container security contexts, namespace network policies, and the isolation of high-privilege service accounts to prevent cluster escapes. + - [blog.argoproj.io: Practical Argo Workflows Hardening 🌟](https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: An authoritative security hardening guide designed to lock down Argo Workflows inside shared multi-tenant environments. Live Grounding: Focuses on strict RBAC roles, container security contexts, namespace network policies, and the isolation of high-privilege service accounts to prevent cluster escapes. +## Cloud-Native Infrastructure + +### GitOps and Declarative Delivery + +#### Argo Project Ecosystem + + - [ArgoCon North America 2026 Call for Proposals](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon/#call-for-proposals) [ADVANCED LEVEL] [EMERGING] β€” Curator Insight: Direct portal to community sessions, submissions, and emerging patterns for the Argo GitOps suite in 2026. Live Grounding: Acts as the primary standard gathering point for Kubernetes GitOps continuous delivery. Keeps teams abreast of cutting-edge development paths in orchestration. ## Developer Platforms ### Platform Engineering #### Architectural Strategy - - **(2021)** [dev.to: Towards a Modular DevOps Stack](https://dev.to/camptocamp-ops/towards-a-modular-devops-stack-257c) [COMMUNITY-TOOL] β€” Analyzes the rise of custom developer platforms. Details how standardizing Kubernetes configuration tools builds resilient, decoupled internal cloud services. + - [dev.to: Towards a Modular DevOps Stack](https://dev.to/camptocamp-ops/towards-a-modular-devops-stack-257c) [COMMUNITY-TOOL] β€” Analyzes the rise of custom developer platforms. Details how standardizing Kubernetes configuration tools builds resilient, decoupled internal cloud services. ## GitOps (1) ### Continuous Delivery #### AWS Ecosystem - - **(2021)** [aws.amazon.com: Cloud Native CI/CD with Tekton and ArgoCD on AWS](https://aws.amazon.com/blogs/containers/cloud-native-ci-cd-with-tekton-and-argocd-on-aws) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Describes combined cloud-native continuous integration using Tekton alongside declarative GitOps via Argo CD on AWS, demonstrating a unified high-performance DevOps pipeline. + - [aws.amazon.com: Cloud Native CI/CD with Tekton and ArgoCD on AWS](https://aws.amazon.com/blogs/containers/cloud-native-ci-cd-with-tekton-and-argocd-on-aws) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Describes combined cloud-native continuous integration using Tekton alongside declarative GitOps via Argo CD on AWS, demonstrating a unified high-performance DevOps pipeline. #### Architectural Strategy (1) - - **(2021)** [Why and when do you need Argo CD?](https://mkdev.me/posts/why-and-when-do-you-need-argo-cd) [COMMUNITY-TOOL] β€” Strategic evaluation explaining the architectural differences between pushing configurations via CI and pulling them via declarative GitOps operators, positioning Argo CD's reconciliation loops. + - [Why and when do you need Argo CD?](https://mkdev.me/posts/why-and-when-do-you-need-argo-cd) [COMMUNITY-TOOL] β€” Strategic evaluation explaining the architectural differences between pushing configurations via CI and pulling them via declarative GitOps operators, positioning Argo CD's reconciliation loops. #### Argo CD - - **(2026)** [==argoproj.github.io: Argo CD - Declarative GitOps for Kubernetes==](https://argoproj.github.io/argo-cd) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Argo CD is a declarative GitOps engine that automates Kubernetes deployments. By continually matching the live cluster state to git specifications, it guarantees robust security and rapid rollback features. + - [argoproj.github.io: Argo CD - Declarative GitOps for Kubernetes](https://argoproj.github.io/argo-cd) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Argo CD is a declarative GitOps engine that automates Kubernetes deployments. By continually matching the live cluster state to git specifications, it guarantees robust security and rapid rollback features. #### Argo CD Features - - **(2022)** [blog.argoproj.io: New sync and diff strategies in ArgoCD](https://blog.argoproj.io/new-sync-and-diff-strategies-in-argocd-44195d3f8b8c) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Examines advanced diff and sync customization in modern Argo CD versions, clarifying sync waves and resource skip behaviors for complex helm-based applications. + - [blog.argoproj.io: New sync and diff strategies in ArgoCD](https://blog.argoproj.io/new-sync-and-diff-strategies-in-argocd-44195d3f8b8c) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Examines advanced diff and sync customization in modern Argo CD versions, clarifying sync waves and resource skip behaviors for complex helm-based applications. #### Automation - - **(2021)** [opensource.com: Automatically create multiple applications in Argo CD](https://opensource.com/article/21/7/automating-argo-cd) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Demonstrates automated resource creation setups in Argo CD. Guides administrators in defining dynamic generators to instantiate isolated tenant clusters without human manual action. + - [opensource.com: Automatically create multiple applications in Argo CD](https://opensource.com/article/21/7/automating-argo-cd) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Demonstrates automated resource creation setups in Argo CD. Guides administrators in defining dynamic generators to instantiate isolated tenant clusters without human manual action. #### Industry Insights - - **(2022)** [thenewstack.io: Why ArgoCD Is the Lifeline of GitOps](https://thenewstack.io/why-argo-cd-is-the-lifeline-of-gitops) [COMMUNITY-TOOL] β€” An industry report outlining why Argo CD became a central standard for cloud-native delivery, highlighting its UI, multi-cluster reach, and powerful declarative configuration matching. - - **(2021)** [devops.com: The Argo Project: Making GitOps Practical](https://devops.com/the-argo-project-making-gitops-practical) [COMMUNITY-TOOL] β€” Reviews the strategic goals of the CNCF Argo ecosystem (CD, Workflows, Rollouts, Events), detailing how unified toolchains implement clean production GitOps architectures. + - [thenewstack.io: Why ArgoCD Is the Lifeline of GitOps](https://thenewstack.io/why-argo-cd-is-the-lifeline-of-gitops) [COMMUNITY-TOOL] β€” An industry report outlining why Argo CD became a central standard for cloud-native delivery, highlighting its UI, multi-cluster reach, and powerful declarative configuration matching. + - [devops.com: The Argo Project: Making GitOps Practical](https://devops.com/the-argo-project-making-gitops-practical) [COMMUNITY-TOOL] β€” Reviews the strategic goals of the CNCF Argo ecosystem (CD, Workflows, Rollouts, Events), detailing how unified toolchains implement clean production GitOps architectures. #### Infrastructure Orchestration - - **(2022)** [piotrminkowski.com: Manage Kubernetes Cluster with Terraform and Argo CD. Create Kakfa Cluster using GitOps 🌟](https://piotrminkowski.com/2022/06/28/manage-kubernetes-cluster-with-terraform-and-argo-cd) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Detailed guide on using Terraform for primary cloud resources alongside Argo CD for application workloads, presenting a complete hybrid IaC and GitOps blueprint. + - [piotrminkowski.com: Manage Kubernetes Cluster with Terraform and Argo CD.' Create Kakfa Cluster using GitOps 🌟](https://piotrminkowski.com/2022/06/28/manage-kubernetes-cluster-with-terraform-and-argo-cd) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Detailed guide on using Terraform for primary cloud resources alongside Argo CD for application workloads, presenting a complete hybrid IaC and GitOps blueprint. #### Multi-Tenancy - - **(2022)** [blog.argoproj.io: Best Practices for Multi-tenancy in Argo CD](https://blog.argoproj.io/best-practices-for-multi-tenancy-in-argo-cd-273e25a047b0) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Official best practices outlining multi-tenant cluster boundaries in Argo CD, explaining AppProjects configurations to isolate resources and limit cluster access vectors safely. - **(2021)** [openshift.com: Getting Started with ApplicationSets](https://www.redhat.com/en/blog/getting-started-with-applicationsets) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Introductory guide to Argo CD ApplicationSets. It demonstrates how to templating multi-cluster deployments, generating child resources programmatically from dynamic Git configurations. + - [blog.argoproj.io: Best Practices for Multi-tenancy in Argo CD](https://blog.argoproj.io/best-practices-for-multi-tenancy-in-argo-cd-273e25a047b0) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Official best practices outlining multi-tenant cluster boundaries in Argo CD, explaining AppProjects configurations to isolate resources and limit cluster access vectors safely. #### Practices - - **(2021)** [thenewstack.io: Applied GitOps with ArgoCD](https://thenewstack.io/applied-gitops-with-argocd) [COMMUNITY-TOOL] β€” A detailed operational study of applied GitOps. Discusses directory designs, environment divisions, and secrets management when deploying production containers using Argo CD. + - [thenewstack.io: Applied GitOps with ArgoCD](https://thenewstack.io/applied-gitops-with-argocd) [COMMUNITY-TOOL] β€” A detailed operational study of applied GitOps. Discusses directory designs, environment divisions, and secrets management when deploying production containers using Argo CD. #### Red Hat Ecosystem - **(2021)** [openshift.com: OpenShift Authentication Integration with ArgoCD](https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Highlights secure integration of OpenShift OAuth mechanisms with Argo CD. Allows platform engineers to enforce central enterprise identities and granular RBAC profiles directly on the gitops console. #### Security and Governance - - **(2023)** [datree.io: ArgoCD Best Practices You Should Know](https://www.datree.io/resources/argocd-best-practices-you-should-know) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Datree's policy-as-code guide for Argo CD configurations. Illustrates automatic linting mechanisms inside development environments to filter out schema violations. - - **(2021)** [itnext.io: ArgoCD: users, access, and RBAC](https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Security implementation guide for Argo CD. Illustrates custom user accounts, SSO hookups, and high-fidelity policy-based RBAC enforcement for large cloud-native engineering groups. - **(2021)** [cloud.redhat.com: How to Use ArgoCD Deployments with GitHub Tokens](https://www.redhat.com/en/blog/how-to-use-argocd-deployments-with-github-tokens) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Presents security best practices for token management between GitHub and Argo CD deployments, ensuring repository integrations minimize vector attacks. + - [itnext.io: ArgoCD: users, access, and RBAC](https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Security implementation guide for Argo CD. Illustrates custom user accounts, SSO hookups, and high-fidelity policy-based RBAC enforcement for large cloud-native engineering groups. + - [datree.io: ArgoCD Best Practices You Should Know](https://www.datree.io/resources/argocd-best-practices-you-should-know) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Datree's policy-as-code guide for Argo CD configurations. Illustrates automatic linting mechanisms inside development environments to filter out schema violations. #### Tool Evaluation - - **(2022)** [thenewstack.io: GitOps on Kubernetes: Deciding Between Argo CD and Flux](https://thenewstack.io/gitops-on-kubernetes-deciding-between-argo-cd-and-flux) [COMMUNITY-TOOL] β€” A critical analysis of Argo CD versus Flux. Compares Argo CD's visual multi-cluster design against Flux's low-footprint git-reconciling architecture to optimize strategic platform choices. + - [thenewstack.io: GitOps on Kubernetes: Deciding Between Argo CD and Flux](https://thenewstack.io/gitops-on-kubernetes-deciding-between-argo-cd-and-flux) [COMMUNITY-TOOL] β€” A critical analysis of Argo CD versus Flux. Compares Argo CD's visual multi-cluster design against Flux's low-footprint git-reconciling architecture to optimize strategic platform choices. #### Tutorials - - **(2022)** [digitalocean.com: How to Deploy to Kubernetes using Argo CD and GitOps](https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-using-argo-cd-and-gitops) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An easy-to-follow guide from DigitalOcean explaining the deployment of microservices onto managed Kubernetes environments using Argo CD GitOps models. - - **(2022)** [kubebyexample.com: Argo CD Overview 🌟](https://kubebyexample.com/learning-paths/argo-cd/argo-cd-overview) [COMMUNITY-TOOL] β€” An educational course from KubeByExample. Explains progressive modules detailing Argo CD setups, manifest synchronizations, and self-healing cluster features. - - **(2020)** [blog.risingstack.com: Argo CD Kubernetes Tutorial](https://blog.risingstack.com/argo-cd-kubernetes-tutorial) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A detailed step-by-step tutorial introducing Argo CD deployment mechanics. Walks engineers through application creation, manual syncs, and automated reconciliation rules. - - **(2020)** [blog.getambassador.io: GitOps in Kubernetes with ArgoCD](https://blog.getambassador.io/gitops-in-kubernetes-with-argocd-c6ea0e510741) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Details GitOps mechanics using Ambassador Edge Stack for ingress and routing alongside Argo CD, ensuring cluster endpoints synchronize with application status definitions. + - [blog.risingstack.com: Argo CD Kubernetes Tutorial](https://blog.risingstack.com/argo-cd-kubernetes-tutorial) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A detailed step-by-step tutorial introducing Argo CD deployment mechanics. Walks engineers through application creation, manual syncs, and automated reconciliation rules. + - [digitalocean.com: How to Deploy to Kubernetes using Argo CD and GitOps](https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-using-argo-cd-and-gitops) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An easy-to-follow guide from DigitalOcean explaining the deployment of microservices onto managed Kubernetes environments using Argo CD GitOps models. + - [blog.getambassador.io: GitOps in Kubernetes with ArgoCD](https://blog.getambassador.io/gitops-in-kubernetes-with-argocd-c6ea0e510741) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Details GitOps mechanics using Ambassador Edge Stack for ingress and routing alongside Argo CD, ensuring cluster endpoints synchronize with application status definitions. + - [kubebyexample.com: Argo CD Overview 🌟](https://kubebyexample.com/learning-paths/argo-cd/argo-cd-overview) [COMMUNITY-TOOL] β€” An educational course from KubeByExample. Explains progressive modules detailing Argo CD setups, manifest synchronizations, and self-healing cluster features. #### Video Tutorials - - **(2021)** [youtube: GitOps with Argo-CD & Kubernetes](https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai) [COMMUNITY-TOOL] β€” A structured step-by-step video tutorial covering Argo CD installations, git hook linkages, and real-time reconciliation operations for local cloud deployments. + - [youtube: GitOps with Argo-CD & Kubernetes](https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai) [COMMUNITY-TOOL] β€” A structured step-by-step video tutorial covering Argo CD installations, git hook linkages, and real-time reconciliation operations for local cloud deployments. ### Event-Driven Automation #### Argo Ecosystem - - **(2026)** [==argoproj.github.io: Argo Events - The Event-driven Workflow Automation Framework==](https://argoproj.github.io/argo-events) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Argo Events is an enterprise-grade, event-driven workflow automation framework. It triggers scalable Kubernetes actions from diverse external inputs (webhooks, storage, message queues), serving as a crucial modern CI/CD cornerstone. + - [argoproj.github.io: Argo Events - The Event-driven Workflow Automation Framework](https://argoproj.github.io/argo-events) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Argo Events is an enterprise-grade, event-driven workflow automation framework. It triggers scalable Kubernetes actions from diverse external inputs (webhooks, storage, message queues), serving as a crucial modern CI/CD cornerstone. ## GitOps and Continuous Delivery ### GitOps (2) #### Argo CD (1) - - **(2025)** [==feat(ui): Add AppSet to Application Resource Tree in Argo CD==](https://github.com/argoproj/argo-cd/pull/26601) ⭐ 22950 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official GitHub pull request introducing ApplicationSet rendering directly inside the Argo CD UI Resource Tree. This highly demanded improvement provides cluster administrators with superior visibility into generated application topologies and dependencies directly from the dashboard. + - [feat(ui): Add AppSet to Application Resource Tree in Argo CD](https://github.com/argoproj/argo-cd/pull/26601) ⭐ 22950 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The official GitHub pull request introducing ApplicationSet rendering directly inside the Argo CD UI Resource Tree. This highly demanded improvement provides cluster administrators with superior visibility into generated application topologies and dependencies directly from the dashboard. +### Kubernetes Native CI-CD + +#### Argo Workflows (1) + + - [Migrating CI/CD from Jenkins to Argo Workflows](https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A comprehensive real-world migration case study detailing how Intuit transitioned high-volume CI/CD pipelines from Jenkins to Kubernetes-native Argo Workflows. Outlines critical architectural lessons, scale bottlenecks, pipeline-as-code models, and resource optimization. ## Platform Engineering (1) ### Internal Developer Platforms #### Argo CD (2) - - **(2023)** [**itnext.io: Build a Lightweight Internal Developer Platform with Argo CD and Kubernetes Labels**](https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-and-kubernetes-labels-4c0e52c6c0f4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Proposes an innovative model for constructing a lightweight IDP by utilizing simple Kubernetes label configurations mapped to Argo CD ApplicationSets. Live Grounding: Demonstrates how platform teams can abstract direct Kubernetes complexity for application developers, promoting self-service deployment without security compromises. + - [itnext.io: Build a Lightweight Internal Developer Platform with Argo CD' and Kubernetes Labels](https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-and-kubernetes-labels-4c0e52c6c0f4) [ENTERPRISE-STABLE] β€” Curator Insight: Proposes an innovative model for constructing a lightweight IDP by utilizing simple Kubernetes label configurations mapped to Argo CD ApplicationSets. Live Grounding: Demonstrates how platform teams can abstract direct Kubernetes complexity for application developers, promoting self-service deployment without security compromises. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Jenkins](./jenkins.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) | [Cicd](./cicd.md) diff --git a/v2-docs/aws-architecture.md b/v2-docs/aws-architecture.md index e94a49fb..8d0b8c2d 100644 --- a/v2-docs/aws-architecture.md +++ b/v2-docs/aws-architecture.md @@ -9,7 +9,7 @@ #### Best Practices - - **(2014)** [AWS Tips I Wish I'd Known Before I Started (Feb 2014)](https://wblinks.com/notes/aws-tips-i-wish-id-known-before-i-started) 🌟🌟 [COMMUNITY-TOOL] β€” An insightful set of early cloud recommendations outlining common security, IAM, and networking pitfalls to avoid when starting on AWS. Although published in 2014, live grounding confirms that core lessons regarding account isolation and budget alert configurations remain relevant. + - [AWS Tips I Wish I'd Known Before I Started (Feb 2014)](https://wblinks.com/notes/aws-tips-i-wish-id-known-before-i-started) [COMMUNITY-TOOL] β€” An insightful set of early cloud recommendations outlining common security, IAM, and networking pitfalls to avoid when starting on AWS. Although published in 2014, live grounding confirms that core lessons regarding account isolation and budget alert configurations remain relevant. #### Diagramming Tools - **(2020)** [AWS application-architecture](http://www.conceptdraw.com/examples/application-architecture) [DOCUMENTATION] 🌟 [COMMUNITY-TOOL] β€” A collection of architectural drawing templates designed for mapping out complex AWS application environments inside ConceptDraw. It offers standardized vector stencils for VPCs, EC2, RDS, and ECS. Live grounding shows its utility for architects using traditional vector drawing tools as an alternative to cloud-native platforms. @@ -17,14 +17,14 @@ #### Case Studies - - **(2025)** [**This is My Architecture**](https://aws.amazon.com/architecture/this-is-my-architecture) [CASE STUDY] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” AWS's highly acclaimed video series showcasing real-world cloud architectures designed by global enterprise customers. Each episode features architectural diagrams and technical deep dives into solutions for scalability, security, and performance. Grounding shows this is a de facto visual reference for understanding modern cloud patterns. + - [This is My Architecture](https://aws.amazon.com/architecture/this-is-my-architecture) [CASE STUDY] [CASE STUDY] [ENTERPRISE-STABLE] β€” AWS's highly acclaimed video series showcasing real-world cloud architectures designed by global enterprise customers. Each episode features architectural diagrams and technical deep dives into solutions for scalability, security, and performance. Grounding shows this is a de facto visual reference for understanding modern cloud patterns. #### Official Blogs - **(2025)** [==AWS Architecture Blog==](https://aws.amazon.com/blogs/architecture) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The primary repository for official architectural insights, design patterns, and systemic frameworks curated directly by AWS architects. Live grounding emphasizes its position as the industry's most authoritative platform for cloud pattern evolution. - **(2025)** [==AWS Official Blog==](http://blogs.aws.amazon.com) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The primary hub for all official updates, product announcements, and architectural insights directly from AWS engineers. Grounding confirms its role as a fundamental daily monitoring source for all cloud platform developers. #### Open Source - - **(2025)** [==AWS Labs GitHub==](https://github.com/awslabs) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] β€” AWS's central laboratory incubator on GitHub housing thousands of reference architectures, automation scripts, and experimental SDKs. Grounding validates this organization as a primary resource for cloud-native engineering patterns. + - [AWS Labs GitHub](https://github.com/awslabs) [ADVANCED LEVEL] [DE FACTO STANDARD] [EMERGING] β€” AWS's central laboratory incubator on GitHub housing thousands of reference architectures, automation scripts, and experimental SDKs. Grounding validates this organization as a primary resource for cloud-native engineering patterns. #### Reference Architectures - **(2023)** [**AWS Quick Start Reference Deployments**](http://aws.amazon.com/es/quickstart) [SPANISH CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” AWS-validated CloudFormation templates and deployment guides structured to stand up complex multi-tier enterprise workloads rapidly. Grounding reveals that while many are migrating to Partner Solutions, this archive is a high-density resource for building compliant infrastructure. @@ -32,54 +32,57 @@ #### Cost Management - - **(2014)** [AWS Cost Explorer Update – Access to EC2 Usage Data](https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data) 🌟🌟 [LEGACY] β€” An archival announcement detail on the integration of deep EC2 usage patterns directly into AWS Cost Explorer. It highlights early steps in AWS's native cost analysis tools. Grounding confirms its legacy value for understanding the historic evolution of Cloud FinOps. + - [AWS Cost Explorer Update – Access to EC2 Usage Data](https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data) [LEGACY] β€” An archival announcement detail on the integration of deep EC2 usage patterns directly into AWS Cost Explorer. It highlights early steps in AWS's native cost analysis tools. Grounding confirms its legacy value for understanding the historic evolution of Cloud FinOps. ### AWS Governance +#### AWS Organizations + + - [AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively](https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively) [COMMUNITY-TOOL] β€” A highly clear exploration of AWS Organizations, dissecting organizational units (OUs), Service Control Policies (SCPs), and account hierarchy. Grounding shows it serves as a fundamental training material for cloud administrators establishing multi-account safety structures. #### Architecture Visibility - - **(2022)** [Maintain visibility over the use of cloud architecture patterns](https://aws.amazon.com/blogs/architecture/maintain-visibility-over-the-use-of-cloud-architecture-patterns) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A guide detailing automated mechanisms to track, catalog, and control architectural drifts in cloud environments. It focuses on using AWS Service Catalog, AWS Config, and tag enforcement protocols. Grounding confirms its relevance for maintaining strict compliance boundaries across distributed team deployments. + - [Maintain visibility over the use of cloud architecture patterns](https://aws.amazon.com/blogs/architecture/maintain-visibility-over-the-use-of-cloud-architecture-patterns) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A guide detailing automated mechanisms to track, catalog, and control architectural drifts in cloud environments. It focuses on using AWS Service Catalog, AWS Config, and tag enforcement protocols. Grounding confirms its relevance for maintaining strict compliance boundaries across distributed team deployments. #### Environment Consolidation - - **(2022)** [Strategies for consolidating AWS environments](https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments) [GERMAN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” This German-focused AWS post provides systemic methodologies for consolidating multi-account corporate environments into highly managed landing zones. It addresses migration paths, AWS Organizations control towers, and consolidated billing architectures. Grounding demonstrates its necessity for enterprise mergers and structural restructuring. + - [Strategies for consolidating AWS environments](https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments) [GERMAN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This German-focused AWS post provides systemic methodologies for consolidating multi-account corporate environments into highly managed landing zones. It addresses migration paths, AWS Organizations control towers, and consolidated billing architectures. Grounding demonstrates its necessity for enterprise mergers and structural restructuring. ### AWS Multi-Region #### Data Replication - - **(2021)** [Creating a Multi-Region Application with AWS Services – Part 2, Data and Replication](https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-2-data-and-replication) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The second part of the AWS multi-region architectural blueprint focusing on global database replication and data consistency model tradeoffs. It analyzes DynamoDB Global Tables, Aurora Global Databases, and cross-region S3 replication. Grounding confirms its role as a critical resource for managing distributed write-write conflicts. + - [Creating a Multi-Region Application with AWS Services – Part 2, Data and Replication](https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-2-data-and-replication) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The second part of the AWS multi-region architectural blueprint focusing on global database replication and data consistency model tradeoffs. It analyzes DynamoDB Global Tables, Aurora Global Databases, and cross-region S3 replication. Grounding confirms its role as a critical resource for managing distributed write-write conflicts. #### Networking and Security - - **(2021)** [Creating a Multi-Region Application with AWS Services – Part 1, Compute, Networking, and Security](https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-1-compute-and-security) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The first entry in a comprehensive AWS architecture series detailed on constructing resilient, low-latency multi-region topologies. It explores Route 53 latency routing, Transit Gateway setups, and multi-region AWS KMS keys. Grounding demonstrates how these strategies are fundamental to active-active disaster recovery architectures. + - [Creating a Multi-Region Application with AWS Services – Part 1, Compute, Networking, and Security](https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-1-compute-and-security) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The first entry in a comprehensive AWS architecture series detailed on constructing resilient, low-latency multi-region topologies. It explores Route 53 latency routing, Transit Gateway setups, and multi-region AWS KMS keys. Grounding demonstrates how these strategies are fundamental to active-active disaster recovery architectures. ### AWS Networking #### Private APIs - - **(2021)** [Architecture patterns for consuming private APIs cross-account](https://aws.amazon.com/pt/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account) [PORTUGUESE CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” This Portuguese AWS post investigates architectural options for consuming APIs privately across isolated AWS accounts. It evaluates AWS PrivateLink, API Gateway, and VPC peering patterns. Grounding highlights how modern zero-trust network mandates make these patterns vital for multi-tenant microservice platforms. + - [Architecture patterns for consuming private APIs cross-account](https://aws.amazon.com/pt/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account) [PORTUGUESE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This Portuguese AWS post investigates architectural options for consuming APIs privately across isolated AWS accounts. It evaluates AWS PrivateLink, API Gateway, and VPC peering patterns. Grounding highlights how modern zero-trust network mandates make these patterns vital for multi-tenant microservice platforms. ### AWS Well-Architected #### Compliance Tools - - **(2025)** [**aws.amazon.com/well-architected-tool: AWS Well-Architected Tool**](https://aws.amazon.com/well-architected-tool) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An integrated cloud service designed to measure architecture state against AWS best practices and provide automated risk mitigation pathways. Grounding emphasizes its critical role in enterprise architecture validation cycles, particularly during pre-launch reviews. + - [aws.amazon.com/well-architected-tool: AWS Well-Architected Tool](https://aws.amazon.com/well-architected-tool) [ENTERPRISE-STABLE] β€” An integrated cloud service designed to measure architecture state against AWS best practices and provide automated risk mitigation pathways. Grounding emphasizes its critical role in enterprise architecture validation cycles, particularly during pre-launch reviews. #### Framework Documentation - - **(2025)** [==AWS Well Architected Framework==](https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official AWS Well-Architected Framework documentation defining six foundational pillars: Security, Reliability, Performance Efficiency, Cost Optimization, Operational Excellence, and Sustainability. Grounding confirms its status as the definitive standard for cloud architecture validation worldwide. + - [AWS Well Architected Framework](https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” The official AWS Well-Architected Framework documentation defining six foundational pillars: Security, Reliability, Performance Efficiency, Cost Optimization, Operational Excellence, and Sustainability. Grounding confirms its status as the definitive standard for cloud architecture validation worldwide. #### News - - **(2023)** [infoq.com: AWS Updates the Well-Architected Framework](https://www.infoq.com/news/2023/04/aws-well-architected-framework) 🌟🌟 [COMMUNITY-TOOL] β€” An InfoQ editorial piece summarizing key enhancements in AWS's Well-Architected Framework update. It dissects updates across security guidance, reliability structures, and operational processes. Grounding tracks how the framework continuously shifts to adapt to modern cloud paradigms. + - [infoq.com: AWS Updates the Well-Architected Framework](https://www.infoq.com/news/2023/04/aws-well-architected-framework) [COMMUNITY-TOOL] β€” An InfoQ editorial piece summarizing key enhancements in AWS's Well-Architected Framework update. It dissects updates across security guidance, reliability structures, and operational processes. Grounding tracks how the framework continuously shifts to adapt to modern cloud paradigms. #### Scaling Governance - - **(2021)** [AWS Architecture Blog: Use templated answers to perform Well-Architected reviews at scale](https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A comprehensive guide on leveraging templated workloads within the AWS Well-Architected Tool to streamline compliance assessments across thousands of accounts. Grounding highlights its implementation in enterprise platform engineering organizations to guarantee systematic evaluation patterns. + - [AWS Architecture Blog: Use templated answers to perform Well-Architected' reviews at scale](https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A comprehensive guide on leveraging templated workloads within the AWS Well-Architected Tool to streamline compliance assessments across thousands of accounts. Grounding highlights its implementation in enterprise platform engineering organizations to guarantee systematic evaluation patterns. #### Sustainability - - **(2021)** [Optimizing your AWS Infrastructure for Sustainability, Part I: Compute](https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-i-compute) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Part one of an AWS architectural series focused on maximizing hardware efficiency to minimize the environmental footprint of cloud workloads. It outlines operational tactics including Graviton migration, rightsizing, and leveraging auto-scaling policies to align compute capacity with demand. Grounding proves that these strategies directly contribute to both sustainability metrics and cost reduction. - - **(2021)** [Optimizing your AWS Infrastructure for Sustainability, Part II: Storage](https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-ii-storage) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Part two of the AWS sustainability series focusing on optimizing data storage life cycles. It covers patterns like S3 Intelligent-Tiering, archiving stale datasets, and compressing payload assets. Live grounding highlights how these data management strategies play a fundamental role in meeting corporate ESG goals without sacrificing query performance. + - [Optimizing your AWS Infrastructure for Sustainability, Part I: Compute](https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-i-compute) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Part one of an AWS architectural series focused on maximizing hardware efficiency to minimize the environmental footprint of cloud workloads. It outlines operational tactics including Graviton migration, rightsizing, and leveraging auto-scaling policies to align compute capacity with demand. Grounding proves that these strategies directly contribute to both sustainability metrics and cost reduction. + - [Optimizing your AWS Infrastructure for Sustainability, Part II: Storage](https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-ii-storage) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Part two of the AWS sustainability series focusing on optimizing data storage life cycles. It covers patterns like S3 Intelligent-Tiering, archiving stale datasets, and compressing payload assets. Live grounding highlights how these data management strategies play a fundamental role in meeting corporate ESG goals without sacrificing query performance. #### Team Enablement - - **(2023)** [dev.to: How Well-Architected Enables Junior Engineers](https://dev.to/aws-builders/how-well-architected-enables-junior-engineers-24j) 🌟🌟 [COMMUNITY-TOOL] β€” An insightful discussion of how implementing the AWS Well-Architected Framework lowers cognitive load and serves as an educational baseline for junior engineers. It highlights how architectural checklists and standardized structures reduce systemic operational errors. Grounding indicates its high value for engineering managers designing mentorship structures. + - [dev.to: How Well-Architected Enables Junior Engineers](https://dev.to/aws-builders/how-well-architected-enables-junior-engineers-24j) [COMMUNITY-TOOL] β€” An insightful discussion of how implementing the AWS Well-Architected Framework lowers cognitive load and serves as an educational baseline for junior engineers. It highlights how architectural checklists and standardized structures reduce systemic operational errors. Grounding indicates its high value for engineering managers designing mentorship structures. ### Enterprise Governance #### Architecture Decision Records - - **(2023)** [github.com/ministryofjustice: Modernisation Platform - Architecture Decisions](https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record) ⭐ 722 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The official Architecture Decision Records (ADRs) of the UK Ministry of Justice Modernisation Platform. This repository serves as a world-class case study for documenting enterprise cloud architecture and governance strategies. Grounding showcases how to format decisions systematically to prevent architectural regression. + - [github.com/ministryofjustice: Modernisation Platform - Architecture Decisions](https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record) ⭐ 722 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The official Architecture Decision Records (ADRs) of the UK Ministry of Justice Modernisation Platform. This repository serves as a world-class case study for documenting enterprise cloud architecture and governance strategies. Grounding showcases how to format decisions systematically to prevent architectural regression. #### Legacy Modernization - **(2023)** [**cbui.dev: Every company has an "old" production AWS account**](https://www.cbui.dev/every-company-has-an-old-production-aws-account) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” An exceptionally realistic post exploring the technical debt, security challenges, and social dynamics surrounding legacy, unmanaged cloud environments. The author details pragmatic strategies for containment and migration. Grounding indicates its high value for architects dealing with cloud sprawl. @@ -87,27 +90,34 @@ #### Container Architecture - - **(2022)** [Let’s Architect! Architecting microservices with containers](https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers) [ADVANCED LEVEL] 🌟🌟🌟 [LEGACY] β€” A curated entry from the 'Let's Architect!' AWS series detailing architectural best practices for splitting monolithic software into containerized microservices. It analyzes service-to-service communication mechanisms, service discovery patterns, and orchestration platforms. Grounding shows it serves as an invaluable architectural guide for legacy systems modernization. + - [Let’s Architect! Architecting microservices with containers](https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers) [ADVANCED LEVEL] [LEGACY] β€” A curated entry from the 'Let's Architect!' AWS series detailing architectural best practices for splitting monolithic software into containerized microservices. It analyzes service-to-service communication mechanisms, service discovery patterns, and orchestration platforms. Grounding shows it serves as an invaluable architectural guide for legacy systems modernization. ### Security #### Static Analysis - - **(2021)** [thenewstack.io: Avoid the 5 Most Common Amazon Web Services Misconfigurations in Build-Time](https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An in-depth guide on detecting common AWS misconfigurations (unencrypted S3 buckets, open security groups) at build-time using Static Application Security Testing (SAST). Grounding proves that shifting safety checks into developer pipelines prevents massive runtime exploits. + - [thenewstack.io: Avoid the 5 Most Common Amazon Web Services Misconfigurations' in Build-Time](https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time) [COMMUNITY-TOOL] β€” An in-depth guide on detecting common AWS misconfigurations (unencrypted S3 buckets, open security groups) at build-time using Static Application Security Testing (SAST). Grounding proves that shifting safety checks into developer pipelines prevents massive runtime exploits. ## Containerization ### Application Migration #### AWS Migration - - **(2020)** [AWS App2Container: Migrate your Applications to Containers at Scale](https://aws.amazon.com/blogs/architecture/migrate-your-applications-to-containers-at-scale) [ADVANCED LEVEL] 🌟🌟🌟 [LEGACY] β€” A deep dive into AWS App2Container, a command-line tool designed to analyze and containerize .NET and Java applications to AWS ECS or EKS. It automates the generation of Dockerfiles, task definitions, and deployment pipelines. Grounding highlights its value for accelerating legacy VM-to-container modernization strategies. + - [AWS App2Container: Migrate your Applications to Containers at Scale](https://aws.amazon.com/blogs/architecture/migrate-your-applications-to-containers-at-scale) [ADVANCED LEVEL] [LEGACY] β€” A deep dive into AWS App2Container, a command-line tool designed to analyze and containerize .NET and Java applications to AWS ECS or EKS. It automates the generation of Dockerfiles, task definitions, and deployment pipelines. Grounding highlights its value for accelerating legacy VM-to-container modernization strategies. ## Data and Databases ### Relational Databases #### Amazon Aurora - - **(2015)** [InfoWorld Review – Amazon Aurora Rocks MySQL](https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An influential early review of Amazon Aurora documenting how its decoupling of compute and storage engines significantly outperformed traditional MySQL instances. Grounding shows that while old, it provides the fundamental history of cloud-native storage architecture. + - [InfoWorld Review – Amazon Aurora Rocks MySQL](https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql) [COMMUNITY-TOOL] β€” An influential early review of Amazon Aurora documenting how its decoupling of compute and storage engines significantly outperformed traditional MySQL instances. Grounding shows that while old, it provides the fundamental history of cloud-native storage architecture. +## Software Engineering + +### Frontend Development + +#### Architectural Patterns + + - **(2021)** [**Clean Architecture on Frontend**](https://bespoyasov.me/blog/clean-architecture-on-frontend) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An exceptional breakdown demonstrating the application of Clean Architecture principles to frontend systems. Illustrates isolation of business logic from UI components to enable extreme testability. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-backup.md b/v2-docs/aws-backup.md new file mode 100644 index 00000000..ea256696 --- /dev/null +++ b/v2-docs/aws-backup.md @@ -0,0 +1,27 @@ +# Aws Backup + +!!! info "Architectural Context" + Detailed reference for Aws Backup in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [Design for failure lessons learnt from the Sydney AWS outage](https://www.hava.io/blog/design-for-failure-lessons-learnt-from-the-sydney-aws-outage) [COMMUNITY-TOOL] + - [Chaos Monkey](https://github.com/Netflix/SimianArmy/wiki/Chaos-Monkey) ⭐ 7984 [ENTERPRISE-STABLE] + - [How to Restore Your Instance Data from a Backup using Snapshots on AWS EC2/EBS](https://www.cloudinsidr.com/content/how-to-restore-your-instance-data-from-a-backup-using-snapshots-on-aws-ec2ebs) [COMMUNITY-TOOL] + - [Backup and archive to AWS Storage Gateway VTL with Veeam Backup & Replication v9](https://aws.amazon.com/es/about-aws/whats-new/2016/08/backup-and-archive-to-aws-storage-gateway-vtl-with-veeam-backup-and-replication-v9) [COMMUNITY-TOOL] + - [Creating Disaster Recovery Mechanisms Using Amazon Route 53 🌟](https://aws.amazon.com/blogs/networking-and-content-delivery/creating-disaster-recovery-mechanisms-using-amazon-route-53) [COMMUNITY-TOOL] + - [dev.to: Best way to Automate AWS EBS Snapshots (without scripts)](https://dev.to/aws-builders/how-to-automate-aws-ebs-snapshots-54og) [COMMUNITY-TOOL] + - [Quick Restoration through Replacing the Root Volumes of Amazon EC2 instances](https://aws.amazon.com/blogs/compute/quick-restoration-through-replacing-the-root-volumes-of-amazon-ec2) [COMMUNITY-TOOL] + - [AWS Backup Service](https://aws.amazon.com/backup) [COMMUNITY-TOOL] + - [Automate and centrally manage data protection for Amazon S3 with AWS Backup](https://aws.amazon.com/blogs/storage/automate-and-centrally-manage-data-protection-for-amazon-s3-with-aws-backup) [COMMUNITY-TOOL] + - [Preview – AWS Backup Adds Support for Amazon S3](https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3) [COMMUNITY-TOOL] + - [Disaster Recovery with AWS Managed Services, Part I: Single Region](https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-i-single-region) [COMMUNITY-TOOL] + - [AWS Backup supports cross-Region backups in four new Regions](https://aws.amazon.com/about-aws/whats-new/2023/05/aws-backup-cross-region-backups-four-regions) [COMMUNITY-TOOL] + - [New AWS Competency – AWS Migration](https://aws.amazon.com/blogs/aws/new-aws-competency-aws-migration) [COMMUNITY-TOOL] + - [Migrate Resources Between AWS Accounts](https://aws.amazon.com/blogs/architecture/migrate-resources-between-aws-accounts) [COMMUNITY-TOOL] + - [Multi-Region Migration using AWS Application Migration Service](https://aws.amazon.com/blogs/architecture/multi-region-migration-using-aws-application-migration-service) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) + diff --git a/v2-docs/aws-containers.md b/v2-docs/aws-containers.md index 28cb2b8c..811340bb 100644 --- a/v2-docs/aws-containers.md +++ b/v2-docs/aws-containers.md @@ -3,16 +3,25 @@ !!! info "Architectural Context" Detailed reference for Aws Containers in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [dev.to: Sharing secrets to ECS in an AWS multi-account architecture](https://dev.to/aws-builders/sharing-secrets-to-ecs-in-an-aws-multi-account-architecture-5h1i) [COMMUNITY-TOOL] + - [Automate rollbacks for Amazon ECS rolling deployments with CloudWatch alarms](https://aws.amazon.com/blogs/containers/automate-rollbacks-for-amazon-ecs-rolling-deployments-with-cloudwatch-alarms) [COMMUNITY-TOOL] + - [aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference' Deployment](https://aws-quickstart.github.io/quickstart-eks-rancher) [COMMUNITY-TOOL] + - [Docker Datacenter on the AWS Cloud: Quick Start Reference Deployment](https://aws.amazon.com/es/about-aws/whats-new/2016/06/docker-datacenter-on-the-aws-cloud-quick-start-reference-deployment) [COMMUNITY-TOOL] + - [ecrcp](https://github.com/bit-cloner/ecrcp) [COMMUNITY-TOOL] + - [awslabs/amazon-ecr-credential-helper: Amazon ECR Docker Credential Helper](https://github.com/awslabs/amazon-ecr-credential-helper) ⭐ 2704 [COMMUNITY-TOOL] + ## Public Cloud Platforms ### AWS #### Container Orchestration Comparison - - **(2022)** [cast.ai: AWS EKS vs. ECS vs. Fargate: Where to manage your Kubernetes?](https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Comparative evaluation analyzing resource isolation, infrastructure management, and compute overhead between EKS, ECS, and AWS Fargate. Highlights scheduling efficiency, control plane pricing, and cost-of-scale dynamics for enterprise systems. - - **(2019)** [cloudonaut.io: Scaling Container Clusters on AWS: ECS and EKS](https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Deep comparison analyzing container scaling mechanics and metrics between ECS (using ASGs) and EKS (using Cluster Autoscaler). The analysis explains scale-up and scale-down behaviors, node provisioning latencies, and resource utilization optimizations. - **(2021)** [clickittech.com: Amazon ECS vs EKS : The Best Container Orchestration Platform 🌟](https://www.clickittech.com/cloud-services/amazon-ecs-vs-eks) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comparative evaluation of AWS ECS and EKS architectures, evaluating setup speed, configuration overhead, and native AWS integrations. Perfect for planning engineering transitions from basic container platforms to complex, scalable orchestrators. + - [cloudonaut.io: Scaling Container Clusters on AWS: ECS and EKS](https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks) [COMMUNITY-TOOL] [GUIDE] β€” Deep comparison analyzing container scaling mechanics and metrics between ECS (using ASGs) and EKS (using Cluster Autoscaler). The analysis explains scale-up and scale-down behaviors, node provisioning latencies, and resource utilization optimizations. + - [cast.ai: AWS EKS vs. ECS vs. Fargate: Where to manage your Kubernetes?](https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” Comparative evaluation analyzing resource isolation, infrastructure management, and compute overhead between EKS, ECS, and AWS Fargate. Highlights scheduling efficiency, control plane pricing, and cost-of-scale dynamics for enterprise systems. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) | [Aws Pricing](./aws-pricing.md) diff --git a/v2-docs/aws-data.md b/v2-docs/aws-data.md new file mode 100644 index 00000000..d18eaa2c --- /dev/null +++ b/v2-docs/aws-data.md @@ -0,0 +1,15 @@ +# Aws Data + +!!! info "Architectural Context" + Detailed reference for Aws Data in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [Querying Amazon Kinesis Streams Directly with SQL and Spark Streaming](https://aws.amazon.com/blogs/big-data/querying-amazon-kinesis-streams-directly-with-sql-and-spark-streaming) [COMMUNITY-TOOL] + - [whizlabs.com: AWS Kinesis vs Kafka Apache](https://www.whizlabs.com/blog/kinesis-vs-kafka) [COMMUNITY-TOOL] + - [AWS Big Data Blog: Category - AWS Data Pipeline](https://aws.amazon.com/blogs/big-data/category/analytics/aws-data-pipeline) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) + diff --git a/v2-docs/aws-databases.md b/v2-docs/aws-databases.md index 5d5886d3..c94f9f9b 100644 --- a/v2-docs/aws-databases.md +++ b/v2-docs/aws-databases.md @@ -9,49 +9,38 @@ #### Amazon Aurora - - **(2017)** [**Introducing the Aurora Storage Engine**](https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An architectural deep-dive into the specialized, log-structured distributed storage engine of Amazon Aurora. Details how it decouples computing from database storage, replicating blocks six ways across three availability zones. + - [Introducing the Aurora Storage Engine](https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An architectural deep-dive into the specialized, log-structured distributed storage engine of Amazon Aurora. Details how it decouples computing from database storage, replicating blocks six ways across three availability zones. #### Amazon RDS - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [Working with PostgreSQL, MySQL, and MariaDB Read Replicas - Amazon](http://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_ReadRepl.html) | | Amazon RDS | English | 🌟🌟🌟🌟🌟 | - | [Working with an Amazon RDS DB Instance in a VPC](http://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_VPC.WorkingWithRDSInstanceinaVPC.html) | | Amazon RDS | English | 🌟🌟🌟🌟🌟 | - | [Tutorial: Restoring a DB Instance from a DB Snapshot](http://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_Tutorials.RestoringFromSnapshot.html) | | Amazon RDS | English | 🌟🌟🌟🌟 | - | [AWS Tutorials: Create and Connect to a MySQL Database with Amazon RDS](https://docs.aws.amazon.com/hands-on/latest/create-mysql-db/create-mysql-db.html) | | Amazon RDS | English | 🌟🌟🌟🌟 | - | [sysadminxpert.com: How to Enable Slow Query Logs in AWS RDS MySQL](https://sysadminxpert.com/how-to-enable-slow-query-logs-in-aws-rds-mysql) | | Amazon RDS | English | 🌟🌟🌟 | - | [Amazon RDS for SQL Server – Support for Windows Authentication](https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication) | | Amazon RDS | English | 🌟🌟🌟 | - - **(2026)** [==Working with PostgreSQL, MySQL, and MariaDB Read Replicas - Amazon==](http://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_ReadRepl.html) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Exhaustive official guide detailing the design, limits, and monitoring of read-replicas for open-source engines in AWS RDS. Covers cross-region replication strategies and promoting a replica to master during failovers. - **(2026)** [==Working with an Amazon RDS DB Instance in a VPC==](http://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_VPC.WorkingWithRDSInstanceinaVPC.html) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The foundational AWS RDS VPC networking architecture reference. Analyzes subnet group designations, public versus private access configurations, and network isolation topologies for secure DB hosting. - **(2026)** [**Tutorial: Restoring a DB Instance from a DB Snapshot**](http://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_Tutorials.RestoringFromSnapshot.html) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official Amazon RDS guide for restoring database environments from snapshots. Details parameter group mappings, VPC/Subnet target assignments, and DB engine storage allocation shifts during reconstruction. - **(2026)** [**AWS Tutorials: Create and Connect to a MySQL Database with Amazon RDS**](https://docs.aws.amazon.com/hands-on/latest/create-mysql-db/create-mysql-db.html) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A beginner-to-intermediate hands-on tutorial for launching a MySQL DB instance inside AWS RDS. Walks through security group access policies, DB engine parameters, and application tier connectivity patterns. - - **(2022)** [sysadminxpert.com: How to Enable Slow Query Logs in AWS RDS MySQL](https://sysadminxpert.com/how-to-enable-slow-query-logs-in-aws-rds-mysql) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains DB Parameter Group configurations required to identify slow queries in RDS MySQL. Details the collection of metrics, mapping to CloudWatch Logs, and performance fine-tuning tactics. - - **(2016)** [Amazon RDS for SQL Server – Support for Windows Authentication](https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains integration patterns between Amazon RDS for SQL Server and AWS Directory Service (Active Directory). Enables Windows-based enterprise authentication profiles directly inside cloud-hosted relational DBs. - - **(2022)** [besanttechnologies.com: AWS – Relational Database Service](https://www.besanttechnologies.com/amazon-web-services-relational-database) 🌟🌟 [COMMUNITY-TOOL] β€” A training tutorial covering basic relational database concepts in the cloud. Outlines AWS RDS automated provisioning, scaling limits, backup automation cycles, and failover mechanics. + - [Amazon RDS for SQL Server – Support for Windows Authentication](https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains integration patterns between Amazon RDS for SQL Server and AWS Directory Service (Active Directory). Enables Windows-based enterprise authentication profiles directly inside cloud-hosted relational DBs. + - [besanttechnologies.com: AWS – Relational Database Service](https://www.besanttechnologies.com/amazon-web-services-relational-database) [COMMUNITY-TOOL] β€” A training tutorial covering basic relational database concepts in the cloud. Outlines AWS RDS automated provisioning, scaling limits, backup automation cycles, and failover mechanics. + - [sysadminxpert.com: How to Enable Slow Query Logs in AWS RDS MySQL](https://sysadminxpert.com/how-to-enable-slow-query-logs-in-aws-rds-mysql) [COMMUNITY-TOOL] β€” Explains DB Parameter Group configurations required to identify slow queries in RDS MySQL. Details the collection of metrics, mapping to CloudWatch Logs, and performance fine-tuning tactics. #### Enterprise Migrations - - **(2016)** [Oracle Database on the AWS Cloud: Quick Start Reference Deployment](https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cloud-quick-start-reference-deployment) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Announcement and reference guide for launching highly available Oracle Database setups on AWS. Provides pre-built CloudFormation architectures mapping storage configurations and licensing models (BYOL). + - [Oracle Database on the AWS Cloud: Quick Start Reference Deployment](https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cloud-quick-start-reference-deployment) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Announcement and reference guide for launching highly available Oracle Database setups on AWS. Provides pre-built CloudFormation architectures mapping storage configurations and licensing models (BYOL). ### Database Migration #### Data Replication - - **(2015)** [**AWS Database Migration Service**](https://aws.amazon.com/blogs/aws/aws-database-migration-service) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight introduces AWS Database Migration Service (DMS) as a flexible solution for database consolidation and migration. Live Grounding verifies its operational stability for continuous change data capture (CDC) and schema translation with minimal downtime. It remains a crucial component for large-scale legacy-to-cloud modernization programs. + - [AWS Database Migration Service](https://aws.amazon.com/blogs/aws/aws-database-migration-service) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight introduces AWS Database Migration Service (DMS) as a flexible solution for database consolidation and migration. Live Grounding verifies its operational stability for continuous change data capture (CDC) and schema translation with minimal downtime. It remains a crucial component for large-scale legacy-to-cloud modernization programs. #### Legacy Releases - **(2016)** [AWS Schema Conversion Tool now supports PostgreSQL as conversion target](http://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-postgresql-support) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight chronicles the historical release when AWS SCT introduced target support for Amazon RDS PostgreSQL. Live Grounding indicates that this addition laid the groundwork for open-source migrations of commercial PL/SQL and T-SQL. Included for tracing AWS ecosystem historical growth. - - **(2016)** [AWS Schema Conversion Tool now supports conversions from Oracle DW and Teradata to Amazon Redshift, Embedded Code Conversion, and Cloud native Code Optimization](https://aws.amazon.com/es/about-aws/whats-new/2016/07/aws-schema-conversion-tool-now-supports-conversions-from-oracle-dw-and-teradata-to-amazon-redshift-embedded-code-conversion-and-cloud-native-code-optimization) [SPANISH CONTENT] [ADVANCED LEVEL] 🌟🌟 [LEGACY] β€” Curator Insight announces legacy enhancements to AWS SCT, focusing on target conversions to Amazon Redshift. Live Grounding confirms this enabled automation for migrating complex on-premises data warehouses like Teradata and Oracle DW to modern cloud analytics warehouses. [SPANISH CONTENT] + - [AWS Schema Conversion Tool now supports conversions from Oracle DW and Teradata to Amazon Redshift, Embedded Code Conversion, and Cloud native Code Optimization](https://aws.amazon.com/es/about-aws/whats-new/2016/07/aws-schema-conversion-tool-now-supports-conversions-from-oracle-dw-and-teradata-to-amazon-redshift-embedded-code-conversion-and-cloud-native-code-optimization) [SPANISH CONTENT] [ADVANCED LEVEL] [LEGACY] β€” Curator Insight announces legacy enhancements to AWS SCT, focusing on target conversions to Amazon Redshift. Live Grounding confirms this enabled automation for migrating complex on-premises data warehouses like Teradata and Oracle DW to modern cloud analytics warehouses. [SPANISH CONTENT] #### Multi-Region Storage - - **(2022)** [**Replicate and transform data in Amazon Aurora PostgreSQL across multiple Regions using AWS DMS**](https://aws.amazon.com/blogs/database/replicate-and-transform-data-in-amazon-aurora-postgresql-across-multiple-regions-using-aws-dms) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight explains complex data replication and real-time schema transformations using AWS DMS across geographic zones. Live Grounding demonstrates how DMS filters and manipulates streaming CDC events to populate distinct regional schemas. An advanced implementation reference for global multi-region database architectures. + - [Replicate and transform data in Amazon Aurora PostgreSQL across multiple Regions using AWS DMS](https://aws.amazon.com/blogs/database/replicate-and-transform-data-in-amazon-aurora-postgresql-across-multiple-regions-using-aws-dms) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight explains complex data replication and real-time schema transformations using AWS DMS across geographic zones. Live Grounding demonstrates how DMS filters and manipulates streaming CDC events to populate distinct regional schemas. An advanced implementation reference for global multi-region database architectures. #### Oracle Migrations - - **(2018)** [**Migrating Oracle databases with near-zero downtime using AWS DMS**](https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero-downtime-using-aws-dms) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight provides blueprint architectures for migrating enterprise-grade Oracle databases with near-zero business impact. Live Grounding details the setup of supplemental logging on Oracle sources and AWS DMS task tuning for high-throughput replication. Outstanding technical playbook for traditional database migrations. + - [Migrating Oracle databases with near-zero downtime using AWS DMS](https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero-downtime-using-aws-dms) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight provides blueprint architectures for migrating enterprise-grade Oracle databases with near-zero business impact. Live Grounding details the setup of supplemental logging on Oracle sources and AWS DMS task tuning for high-throughput replication. Outstanding technical playbook for traditional database migrations. #### Schema Conversion - - **(2019)** [**Migrating a commercial database to open source with AWS SCT and AWS DMS**](https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-source-with-aws-sct-and-aws-dms) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight examines how the AWS Schema Conversion Tool (SCT) pairs with DMS to automate SQL dialect conversion. Live Grounding shows that SCT translates legacy stored procedures, views, and functions to Postgres-compatible code before streaming data. Essential for teams driving cloud modernization away from costly commercial engines. - - **(2018)** [cloudacademy.com: Migrating Data to AWS Using the AWS Schema Conversion Tool: A Preview](http://cloudacademy.com/blog/migrating-data-to-aws) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight offers a high-level technical evaluation of the AWS Schema Conversion Tool (SCT) workflow. Live Grounding shows its practical usefulness in identifying conversion complexity, scoring schema compatibility, and generating automated migration assessment reports. Practical resource for architecture pre-assessment. + - **(2018)** [cloudacademy.com: Migrating Data to AWS Using the AWS Schema Conversion' Tool: A Preview](http://cloudacademy.com/blog/migrating-data-to-aws) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight offers a high-level technical evaluation of the AWS Schema Conversion Tool (SCT) workflow. Live Grounding shows its practical usefulness in identifying conversion complexity, scoring schema compatibility, and generating automated migration assessment reports. Practical resource for architecture pre-assessment. + - [Migrating a commercial database to open source with AWS SCT and AWS DMS](https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-source-with-aws-sct-and-aws-dms) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight examines how the AWS Schema Conversion Tool (SCT) pairs with DMS to automate SQL dialect conversion. Live Grounding shows that SCT translates legacy stored procedures, views, and functions to Postgres-compatible code before streaming data. Essential for teams driving cloud modernization away from costly commercial engines. #### Whitepapers - **(2019)** [**Whitepaper: Migrating Your Databases to AWS**](https://aws.amazon.com/dms/?audit=2019q1) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” Curator Insight offers a comprehensive methodology and step-by-step guidance for planning and executing database migrations to AWS. Live Grounding reviews key architectural patterns, conversion tools (AWS SCT), and common anti-patterns. Crucial reading for enterprise modernization and cloud adoption planning. @@ -59,52 +48,52 @@ #### Architectural Patterns - - **(2021)** [thenewstack.io: Diving into AWS Databases: Amazon RDS and DynamoDB Explained](https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explained) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight compares relational databases (RDS) and non-relational databases (DynamoDB) on AWS. Live Grounding emphasizes the trade-offs of relational constraints and ACID compliance against horizontal scaling and key-value performance. Recommended for architects mapping domain data requirements to cloud storage options. + - [thenewstack.io: Diving into AWS Databases: Amazon RDS and DynamoDB Explained](https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explained) [COMMUNITY-TOOL] β€” Curator Insight compares relational databases (RDS) and non-relational databases (DynamoDB) on AWS. Live Grounding emphasizes the trade-offs of relational constraints and ACID compliance against horizontal scaling and key-value performance. Recommended for architects mapping domain data requirements to cloud storage options. #### Compliance and Security - - **(2021)** [**Auditing for highly regulated industries using Amazon Aurora PostgreSQL**](https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-using-amazon-aurora-postgresql) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight details compliance and auditing methodologies for highly regulated sectors utilizing Amazon Aurora PostgreSQL. Live Grounding confirms the deployment patterns involve pgAudit integration, AWS CloudWatch Logs, and database activity streams. It provides actionable reference designs for achieving HIPAA, PCI-DSS, and SOC compliance. + - [Auditing for highly regulated industries using Amazon Aurora PostgreSQL](https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-using-amazon-aurora-postgresql) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight details compliance and auditing methodologies for highly regulated sectors utilizing Amazon Aurora PostgreSQL. Live Grounding confirms the deployment patterns involve pgAudit integration, AWS CloudWatch Logs, and database activity streams. It provides actionable reference designs for achieving HIPAA, PCI-DSS, and SOC compliance. #### Deployments - - **(2022)** [**Amazon Aurora PostgreSQL blue/green deployment using fast database cloning**](https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deployment-using-fast-database-cloning) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight outlines zero-downtime database upgrades utilizing Aurora PostgreSQL's fast database cloning mechanism. Live Grounding validates that the strategy leverages copy-on-write storage architecture to create isolated environments for risk-free schema testing and updates. This significantly reduces sync latency and production migration risks. + - [Amazon Aurora PostgreSQL blue/green deployment using fast database cloning](https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deployment-using-fast-database-cloning) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight outlines zero-downtime database upgrades utilizing Aurora PostgreSQL's fast database cloning mechanism. Live Grounding validates that the strategy leverages copy-on-write storage architecture to create isolated environments for risk-free schema testing and updates. This significantly reduces sync latency and production migration risks. #### High Availability - - **(2022)** [**New Amazon RDS for MySQL & PostgreSQL Multi-AZ Deployment Option: Improved Write Performance & Faster Failover**](https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight highlights the introduction of Amazon RDS Multi-AZ DB clusters designed with two readable standbys and transaction log replication. Live Grounding demonstrates write performance improvements of up to 2x alongside faster failover times (typically under 35 seconds). This architecture mitigates standard single-standby replication latency bottlenecks. + - [New Amazon RDS for MySQL & PostgreSQL Multi-AZ Deployment Option: Improved' Write Performance & Faster Failover](https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight highlights the introduction of Amazon RDS Multi-AZ DB clusters designed with two readable standbys and transaction log replication. Live Grounding demonstrates write performance improvements of up to 2x alongside faster failover times (typically under 35 seconds). This architecture mitigates standard single-standby replication latency bottlenecks. #### Hybrid Cloud and Edge - - **(2022)** [New – Create Microsoft SQL Server Instances of Amazon RDS on AWS Outposts](https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-amazon-rds-on-aws-outposts) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight highlights the expansion of Amazon RDS capabilities to hybrid environments using AWS Outposts. Live Grounding verifies this enables low-latency, on-premises execution of Microsoft SQL Server workloads with cloud-style managed operations. The architecture supports local data residency while utilizing automated backups and scaling. + - [New – Create Microsoft SQL Server Instances of Amazon RDS on AWS Outposts](https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-amazon-rds-on-aws-outposts) [COMMUNITY-TOOL] β€” Curator Insight highlights the expansion of Amazon RDS capabilities to hybrid environments using AWS Outposts. Live Grounding verifies this enables low-latency, on-premises execution of Microsoft SQL Server workloads with cloud-style managed operations. The architecture supports local data residency while utilizing automated backups and scaling. #### Legacy Releases (1) - - **(2016)** [Amazon RDS for PostgreSQL Enhancements: Support for new minor versions, Logical Replication, and Amazon RDS PostgreSQL as a source for AWS DMS](https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-rds-for-postgresql-enhancements-support-for-new-minor-versions-logical-replication-and-amazon-rds-postgresql-as-a-source-for-aws-dms) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight details historical native enhancements to Amazon RDS PostgreSQL, including foundational logical replication capability. Live Grounding notes that this 2016 release unlocked the capability to use RDS PostgreSQL as a source for change-data capture in AWS DMS. Included for tracing the lineage of managed PostgreSQL features. + - [Amazon RDS for PostgreSQL Enhancements: Support for new minor versions,' Logical Replication, and Amazon RDS PostgreSQL as a source for AWS DMS](https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-rds-for-postgresql-enhancements-support-for-new-minor-versions-logical-replication-and-amazon-rds-postgresql-as-a-source-for-aws-dms) [COMMUNITY-TOOL] β€” Curator Insight details historical native enhancements to Amazon RDS PostgreSQL, including foundational logical replication capability. Live Grounding notes that this 2016 release unlocked the capability to use RDS PostgreSQL as a source for change-data capture in AWS DMS. Included for tracing the lineage of managed PostgreSQL features. #### Managed MySQL - **(2021)** [percona.com: The Benefits of Amazon RDS for MySQL](https://www.percona.com/blog/the-benefits-of-amazon-rds-for-mysql) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight emphasizes Percona's neutral evaluation of the trade-offs of hosting MySQL on Amazon RDS. Live Grounding confirms the study analyzes management convenience against limitations in configuration flexibility and performance tuning. Highly useful for database administrators comparing DIY cloud hosting with managed services. #### Modernization - - **(2022)** [**Modernize database stored procedures to use Amazon Aurora PostgreSQL federated queries, pg_cron, and AWS Lambda**](https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight details the modernization of legacy stored procedures within PostgreSQL by offloading business logic. Live Grounding shows how pg_cron scheduled jobs trigger serverless AWS Lambda functions via external federated queries. This architectural pattern untangles database compute from core transaction processing. + - [Modernize database stored procedures to use Amazon Aurora PostgreSQL federated queries, pg_cron, and AWS Lambda](https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight details the modernization of legacy stored procedures within PostgreSQL by offloading business logic. Live Grounding shows how pg_cron scheduled jobs trigger serverless AWS Lambda functions via external federated queries. This architectural pattern untangles database compute from core transaction processing. #### NoSQL - - **(2022)** [**Let’s Architect! Architecting with Amazon DynamoDB**](https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazon-dynamodb) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight presents an architectural masterclass on schema design and partitioning in Amazon DynamoDB. Live Grounding verifies the recommendations cover single-table design, global secondary indexes (GSIs), and write-sharding strategies. It is an indispensable guide for engineers building highly scalable, low-latency microservices. + - [Let’s Architect! Architecting with Amazon DynamoDB](https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazon-dynamodb) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight presents an architectural masterclass on schema design and partitioning in Amazon DynamoDB. Live Grounding verifies the recommendations cover single-table design, global secondary indexes (GSIs), and write-sharding strategies. It is an indispensable guide for engineers building highly scalable, low-latency microservices. #### Performance Tuning - - **(2021)** [migops.com: Is Aurora PostgreSQL really faster and cheaper than RDS PostgreSQL – Benchmarking](https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster-and-cheaper-than-rds-postgresql-benchmarking) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight provides an empirical benchmarking study comparing Aurora PostgreSQL with standard RDS PostgreSQL. Live Grounding highlights that the performance gains of Aurora's shared-storage architecture are highly dependent on transaction volume and write-heavy workloads. This resource offers critical sizing and financial analysis for database architects. + - [migops.com: Is Aurora PostgreSQL really faster and cheaper than RDS PostgreSQL' – Benchmarking](https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster-and-cheaper-than-rds-postgresql-benchmarking) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight provides an empirical benchmarking study comparing Aurora PostgreSQL with standard RDS PostgreSQL. Live Grounding highlights that the performance gains of Aurora's shared-storage architecture are highly dependent on transaction volume and write-heavy workloads. This resource offers critical sizing and financial analysis for database architects. #### Security - - **(2022)** [Securely connect to an Amazon RDS or Amazon EC2 database instance remotely with your preferred GUI](https://aws.amazon.com/blogs/database/securely-connect-to-an-amazon-rds-or-amazon-ec2-database-instance-remotely-with-your-preferred-gui) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight addresses the configuration challenges of securely managing private databases remotely using visual tools. Live Grounding confirms the methodology relies on SSH tunneling, AWS Systems Manager (SSM) Session Manager, or VPC client VPN endpoints to bypass the need for public IP addresses. This aligns with zero-trust architectural principles. + - [Securely connect to an Amazon RDS or Amazon EC2 database instance remotely with your preferred GUI](https://aws.amazon.com/blogs/database/securely-connect-to-an-amazon-rds-or-amazon-ec2-database-instance-remotely-with-your-preferred-gui) [COMMUNITY-TOOL] β€” Curator Insight addresses the configuration challenges of securely managing private databases remotely using visual tools. Live Grounding confirms the methodology relies on SSH tunneling, AWS Systems Manager (SSM) Session Manager, or VPC client VPN endpoints to bypass the need for public IP addresses. This aligns with zero-trust architectural principles. #### Serverless Architecture - - **(2020)** [==Amazon RDS Proxy – Now Generally Available==](https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available) [SPANISH CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight presents Amazon RDS Proxy as a managed solution to handle high database connection concurrency. Live Grounding validates that RDS Proxy multiplexes connections, bypassing the performance degradation caused by high serverless (AWS Lambda) spin-up events. A critical integration pattern for cloud-native microservices. [SPANISH CONTENT] + - [Amazon RDS Proxy – Now Generally Available](https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available) [SPANISH CONTENT] [DE FACTO STANDARD] β€” Curator Insight presents Amazon RDS Proxy as a managed solution to handle high database connection concurrency. Live Grounding validates that RDS Proxy multiplexes connections, bypassing the performance degradation caused by high serverless (AWS Lambda) spin-up events. A critical integration pattern for cloud-native microservices. [SPANISH CONTENT] ### Mobile Development #### Legacy Releases (2) - - **(2016)** [Easily model your app data in a NoSQL database with AWS Mobile Hub](https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data-in-a-nosql-database-with-aws-mobile-hub) [SPANISH CONTENT] 🌟 [LEGACY] β€” Curator Insight details a legacy utility tool (AWS Mobile Hub) that assisted developers in bootstrapping NoSQL data layers. Live Grounding highlights that AWS Mobile Hub has been replaced by the more powerful AWS Amplify framework. Included for legacy archeological reference. [SPANISH CONTENT] + - [Easily model your app data in a NoSQL database with AWS Mobile Hub](https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data-in-a-nosql-database-with-aws-mobile-hub) [SPANISH CONTENT] [LEGACY] β€” Curator Insight details a legacy utility tool (AWS Mobile Hub) that assisted developers in bootstrapping NoSQL data layers. Live Grounding highlights that AWS Mobile Hub has been replaced by the more powerful AWS Amplify framework. Included for legacy archeological reference. [SPANISH CONTENT] ## Cloud Native ### Kubernetes Operators #### Managed Databases - - **(2022)** [itnext.io: Manage Redis on AWS from Kubernetes](https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight describes how to manage AWS ElastiCache for Redis directly from Kubernetes. Live Grounding highlights using AWS Controllers for Kubernetes (ACK) or Crossplane to define managed Redis instances as custom resources (CRDs). This unifies stateful cloud infrastructure management within standard GitOps workflows. + - [itnext.io: Manage Redis on AWS from Kubernetes](https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight describes how to manage AWS ElastiCache for Redis directly from Kubernetes. Live Grounding highlights using AWS Controllers for Kubernetes (ACK) or Crossplane to define managed Redis instances as custom resources (CRDs). This unifies stateful cloud infrastructure management within standard GitOps workflows. ## Data Engineering ### Data Warehousing @@ -117,5 +106,5 @@ - **(2021)** [**Tutorial: Tuning Table Design**](http://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables.html) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight provides the authoritative AWS tutorial on optimizing Amazon Redshift table structures. Live Grounding highlights deep configurations including distribution styles (KEY, ALL, EVEN), sort keys (compound vs interleaved), and compression encodings. Essential reading for data platform engineers scaling cloud-native data warehouses. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Spain](./aws-spain.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-devops.md b/v2-docs/aws-devops.md index 03a08b86..238940a9 100644 --- a/v2-docs/aws-devops.md +++ b/v2-docs/aws-devops.md @@ -9,13 +9,13 @@ #### Fargate Integrations - - **(2020)** [thenewstack.io: Making Kubernetes Serverless and Global with AWS Fargate on EKS and Admiralty](https://thenewstack.io/making-kubernetes-serverless-and-global-with-aws-fargate-on-eks-and-admiralty) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: An evaluation of federating multi-region environments using serverless AWS Fargate and Admiralty. + - [thenewstack.io: Making Kubernetes Serverless and Global with AWS Fargate' on EKS and Admiralty](https://thenewstack.io/making-kubernetes-serverless-and-global-with-aws-fargate-on-eks-and-admiralty) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: An evaluation of federating multi-region environments using serverless AWS Fargate and Admiralty. Live Grounding: Details technical patterns to schedule workloads seamlessly between local EKS control planes and globally distributed, dynamic Fargate runtimes. - - **(2020)** [admiralty.io: Multi-Region AWS Fargate on EKS](https://admiralty.io/docs/tutorials/fargate) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight: Technical documentation on configuring Multi-Region AWS Fargate nodes with Admiralty. + - [admiralty.io: Multi-Region AWS Fargate on EKS](https://admiralty.io/docs/tutorials/fargate) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight: Technical documentation on configuring Multi-Region AWS Fargate nodes with Admiralty. Live Grounding: Demonstrates step-by-step scheduling configurations, enabling cross-region workload scaling without operating full node instances across geographical environments. #### Federation - - **(2021)** [admiralty.io](https://admiralty.io) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Domain hosting Admiralty, a Kubernetes multi-cluster scheduler platform. + - [admiralty.io](https://admiralty.io) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Domain hosting Admiralty, a Kubernetes multi-cluster scheduler platform. Live Grounding: The active development has stalled, but the architecture remains highly relevant for federation research, featuring cross-cluster pod scheduling and proxy-pods. ## Public Cloud Infrastructure @@ -29,7 +29,7 @@ Live Grounding: Provides automated CloudFormation and CDK deployment configurati #### AI Ops - - **(2021)** [infoq.com: AWS Launches Amazon DevOps Guru](https://www.infoq.com/news/2021/01/aws-devops-guru) [COMMUNITY-TOOL] β€” Curator Insight: InfoQ coverage detailing the launch of AWS DevOps Guru, an ML-powered monitoring tool. + - [infoq.com: AWS Launches Amazon DevOps Guru](https://www.infoq.com/news/2021/01/aws-devops-guru) [COMMUNITY-TOOL] β€” Curator Insight: InfoQ coverage detailing the launch of AWS DevOps Guru, an ML-powered monitoring tool. Live Grounding: Breaks down how the service analyzes telemetry, logs, and trace patterns to automatically flag operational anomalies and offer remediation instructions. #### Blogs and Updates @@ -37,21 +37,25 @@ Live Grounding: Breaks down how the service analyzes telemetry, logs, and trace Live Grounding: Essential feed for continuous updates regarding AWS systems manager, ECS integrations, EKS blue-green patterns, and IAM-driven secure delivery strategies. #### CI CD Orchestration - - **(2021)** [Continuous Deployment with AWS](https://aws.amazon.com/blogs/devops/tag/continuous-deployment) [COMMUNITY-TOOL] β€” Curator Insight: Aggregation of blogs detailing best practices for deploying continuous deployment on AWS. -Live Grounding: Covers pipeline design principles, canary deployments, safety testing strategies, and blue-green transitions using managed AWS components. - - **(2020)** [aws.amazon.com: AWS CodePipeline adds support for Branch-based development and Monorepos](https://aws.amazon.com/blogs/devops/aws-codepipeline-adds-support-for-branch-based-development-and-monorepos) [COMMUNITY-TOOL] β€” Curator Insight: Deep-dive blog introducing native monorepo and branch filters inside CodePipeline. + - [aws.amazon.com: AWS CodePipeline adds support for Branch-based development' and Monorepos](https://aws.amazon.com/blogs/devops/aws-codepipeline-adds-support-for-branch-based-development-and-monorepos) [COMMUNITY-TOOL] β€” Curator Insight: Deep-dive blog introducing native monorepo and branch filters inside CodePipeline. Live Grounding: Focuses on configuring webhooks and filtering schemas to isolate triggers based on altered directories inside Git repositories. + - [Continuous Deployment with AWS](https://aws.amazon.com/blogs/devops/tag/continuous-deployment) [COMMUNITY-TOOL] β€” Curator Insight: Aggregation of blogs detailing best practices for deploying continuous deployment on AWS. +Live Grounding: Covers pipeline design principles, canary deployments, safety testing strategies, and blue-green transitions using managed AWS components. #### CodePipeline Integrations - - **(2020)** [AWS Partner Network - CodePipeline Integrations](https://aws.amazon.com/es/codepipeline/product-integrations) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Curator Insight: Directory of verified third-party partner integrations for AWS CodePipeline. + - [AWS Partner Network - CodePipeline Integrations](https://aws.amazon.com/es/codepipeline/product-integrations) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Curator Insight: Directory of verified third-party partner integrations for AWS CodePipeline. Live Grounding: Outlines deployment connectors, security scanners, and test suites that integrate directly into managed pipelines. Spanish localized interface. [SPANISH CONTENT] #### Deployment Guides - - **(2020)** [adamtheautomator.com: Getting Started with AWS CodeDeploy](https://adamtheautomator.com/aws-codedeploy) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Tutorial introducing AWS CodeDeploy setups for hosting infrastructure applications. + - [adamtheautomator.com: Getting Started with AWS CodeDeploy](https://adamtheautomator.com/aws-codedeploy) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Tutorial introducing AWS CodeDeploy setups for hosting infrastructure applications. Live Grounding: Details step-by-step agent configurations on target environments, build specs, and continuous rollout patterns using the CodeDeploy service. +#### DevOps Foundations + + - [AWS DevOps](https://aws.amazon.com/devops) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight: Main AWS portal summarizing continuous integration, deployment, and management tools. +Live Grounding: Features structural overviews of AWS CodePipeline, CodeBuild, and CodeDeploy, illustrating patterns for cloud-native delivery inside AWS. #### Infrastructure as Code - - **(2021)** [aws.amazon.com: Multi-branch pipeline management and infrastructure deployment using AWS CDK Pipelines](https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Tutorial for managing multi-branch infrastructures using AWS Cloud Development Kit. + - [aws.amazon.com: Multi-branch pipeline management and infrastructure deployment' using AWS CDK Pipelines](https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Tutorial for managing multi-branch infrastructures using AWS Cloud Development Kit. Live Grounding: Explains how to orchestrate automated pipeline synthesis, ensuring branches match dynamic test environments with zero manual intervention. #### Legacy CI CD Integrations @@ -65,5 +69,5 @@ Live Grounding: While primarily legacy, it outlines key patterns for mapping sta Live Grounding: Detailed comparative resource mapping the architectural equivalents between AWS developer tooling and Azure DevOps systems. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-iac.md b/v2-docs/aws-iac.md index 4018cb9a..f7d2d987 100644 --- a/v2-docs/aws-iac.md +++ b/v2-docs/aws-iac.md @@ -3,14 +3,33 @@ !!! info "Architectural Context" Detailed reference for Aws Iac in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [Introducing Cloud Formation Guard - a new opensource CLI for infrastructure compliance](https://aws.amazon.com/about-aws/whats-new/2020/06/introducing-aws-cloudformation-guard-preview) [COMMUNITY-TOOL] + - [cloudonaut.io: Getting Started with Free Templates for AWS CloudFormation](https://cloudonaut.io/getting-started-with-aws-cf-templates) [COMMUNITY-TOOL] + - [Use Git pre-commit hooks to avoid AWS CloudFormation errors](https://aws.amazon.com/es/blogs/infrastructure-and-automation/use-git-pre-commit-hooks-avoid-aws-cloudformation-errors) [COMMUNITY-TOOL] + - [Introducing a Public Registry for AWS CloudFormation](https://aws.amazon.com/es/blogs/aws/introducing-a-public-registry-for-aws-cloudformation) [COMMUNITY-TOOL] + - [cloudkatha.com: How to Setup S3 Bucket CORS Configuration using CloudFormation](https://cloudkatha.com/how-to-setup-s3-bucket-cors-configuration-using-cloudformation) [COMMUNITY-TOOL] + - [cloudkatha.com: How to Configure AWS SQS Dead Letter Queue using CloudFormation](https://cloudkatha.com/how-to-configure-aws-sqs-dead-letter-queue-using-cloudformation) [COMMUNITY-TOOL] + - [cloudkatha.com: How to Create an S3 Bucket using CloudFormation](https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation) [COMMUNITY-TOOL] + - [cloudkatha.com: How to use CloudFormation to Create SNS Topic and Subscription](https://cloudkatha.com/how-to-use-cloudformation-to-create-sns-topic-and-subscription) [COMMUNITY-TOOL] + - [cloudkatha.com: How to Create IAM Role using CloudFormation](https://cloudkatha.com/how-to-create-iam-role-using-cloudformation) [COMMUNITY-TOOL] + - [luminousmen.com: A very quick introduction to the pain of AWS CloudFormation](https://luminousmen.com/post/a-very-quick-introduction-to-the-pain-of-aws-cloudformation) [COMMUNITY-TOOL] + - [AWS CloudFormation introduces Git management of stacks](https://aws.amazon.com/about-aws/whats-new/2023/11/aws-cloudformation-git-management-stacks) [COMMUNITY-TOOL] + - [aws.amazon.com: Generate AWS CloudFormation templates and AWS CDK apps' for existing AWS resources in minutes](https://aws.amazon.com/about-aws/whats-new/2024/02/aws-cloudformation-templates-cdk-apps-minutes) [COMMUNITY-TOOL] + - [aws.amazon.com: Amazon EC2 announces Spot Blueprints, an infrastructure' code template generator to get started with EC2 Spot Instances](https://aws.amazon.com/about-aws/whats-new/2020/12/amazon-ec2-announces-spot-blueprints-an-infrastructure-code-template-generator-to-get-started-with-ec2-spot-instances) [COMMUNITY-TOOL] + - [former2.com](https://former2.com) [COMMUNITY-TOOL] + - [Accelerate infrastructure as code development with open source Former2](https://aws.amazon.com/blogs/opensource/accelerate-infrastructure-as-code-development-with-open-source-former2) [COMMUNITY-TOOL] + - [onecloudplease.com: Console Recorder for AWS](https://onecloudplease.com/project/console-recorder) [COMMUNITY-TOOL] + ## Cloud Infrastructure ### Infrastructure as Code #### CloudFormation - - **(2021)** [==youtube.com: AWS Cloud Complete Bootcamp Course - CloudFormation | freeCodeCamp 🌟==](https://www.youtube.com/watch?v=zA8guDqfv40) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” A comprehensive boot-camp produced by freeCodeCamp focusing on CloudFormation foundations. Details modular resource design, dependency mapping, drift protection, and secure infrastructure-as-code delivery pipelines. + - [youtube.com: AWS Cloud Complete Bootcamp Course - CloudFormation | freeCodeCamp' 🌟](https://www.youtube.com/watch?v=zA8guDqfv40) [DE FACTO STANDARD] [GUIDE] β€” A comprehensive boot-camp produced by freeCodeCamp focusing on CloudFormation foundations. Details modular resource design, dependency mapping, drift protection, and secure infrastructure-as-code delivery pipelines. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Messaging](./aws-messaging.md) | [Aws Pricing](./aws-pricing.md) diff --git a/v2-docs/aws-messaging.md b/v2-docs/aws-messaging.md new file mode 100644 index 00000000..e682bfd6 --- /dev/null +++ b/v2-docs/aws-messaging.md @@ -0,0 +1,16 @@ +# Aws Messaging + +!!! info "Architectural Context" + Detailed reference for Aws Messaging in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [dev.to: Getting started with SNS and SQS](https://dev.to/aws-builders/getting-started-with-sns-and-sqs-3m4i) [COMMUNITY-TOOL] + - [Amazon SQS FAQs](https://aws.amazon.com/sqs/faqs) [COMMUNITY-TOOL] + - [dev.to: When to SNS or SQS](https://dev.to/aws-builders/when-to-sns-or-sqs-2aji) [COMMUNITY-TOOL] + - [Building an event-driven application with Amazon EventBridge](https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-amazon-eventbridge) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Pricing](./aws-pricing.md) + diff --git a/v2-docs/aws-miscellaneous.md b/v2-docs/aws-miscellaneous.md index 05de02a3..189b3e0e 100644 --- a/v2-docs/aws-miscellaneous.md +++ b/v2-docs/aws-miscellaneous.md @@ -3,6 +3,42 @@ !!! info "Architectural Context" Detailed reference for Aws Miscellaneous in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [AWS Elastic Beanstalk Supports ASP.NET Core and Multi-App .NET Support](https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-asp-net-core-and-multi-app-net-support) [COMMUNITY-TOOL] + - [AWS Elastic Beanstalk Supports Application Load Balancer](https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-application-load-balancer) [COMMUNITY-TOOL] + - [AWS Elastic Beanstalk Supports Nginx Proxy Server with Tomcat](https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-nginx-proxy-server-with-tomcat) [COMMUNITY-TOOL] + - [youtube: AWS OpsWorks Overview and Demo](https://www.youtube.com/watch?v=cj_LoG6C2xk&list=PLR3sVanzLpJN6BiYS20K4BMPpiDGifbZy) [COMMUNITY-TOOL] + - [AWS Cloud Control API](https://aws.amazon.com/cloudcontrolapi) [COMMUNITY-TOOL] + - [AWS Cloud Control API, a Uniform API to Access AWS & Third-Party Services](https://aws.amazon.com/blogs/aws/announcing-aws-cloud-control-api) [COMMUNITY-TOOL] + - [VMware Cloud on AWS](https://aws.amazon.com/es/vmware) [COMMUNITY-TOOL] + - [AWS Application Discovery Service Update – Agentless Discovery for VMware](https://aws.amazon.com/blogs/aws/aws-application-discovery-service-update-agentless-discovery-for-vmware) [COMMUNITY-TOOL] + - [AWS Partner Network](https://aws.amazon.com/partners) [COMMUNITY-TOOL] + - [AWS Partner Network (APN) blog](https://aws.amazon.com/blogs/apn) [COMMUNITY-TOOL] + - [amazon.com: Leveraging App Mesh with Amazon EKS in a Multi-Account environment](https://aws.amazon.com/blogs/containers/leveraging-app-mesh-with-amazon-eks-in-a-multi-account-environment) [COMMUNITY-TOOL] + - [Amazon EC2 Metadata Mock](https://github.com/aws/amazon-ec2-metadata-mock) ⭐ 290 [COMMUNITY-TOOL] + - [github.com/localstack/localstack](https://github.com/localstack/localstack) ⭐ 64965 [DE FACTO STANDARD] + - [github.com/omenking/localstack-gitpod-template: LocalStack Gitpod Template](https://github.com/omenking/localstack-gitpod-template) [COMMUNITY-TOOL] + - [techcrunch.com: AWS introduces new Chaos Engineering as a Service offering](https://techcrunch.com/2020/12/15/aws-introduces-new-chaos-engineering-as-a-service-offering) [COMMUNITY-TOOL] + - [dev.to: 10 New AWS Amplify Features to Check Out](https://dev.to/aws/10-new-aws-amplify-features-to-check-out-4291) [COMMUNITY-TOOL] + - [docs.amplify.aws: Set up Amplify Auth](https://docs.amplify.aws/javascript/build-a-backend/auth/set-up-auth) [COMMUNITY-TOOL] + - [AWS App Runner 🌟](https://aws.amazon.com/apprunner) [COMMUNITY-TOOL] + - [dev.to: AWS App Runner : How to deploy containerized applications using' App Runner](https://dev.to/aws-builders/aws-app-runner-how-to-deploy-containerized-applications-using-app-runner-1f7c) [COMMUNITY-TOOL] + - [Architecting for resiliency on AWS App Runner](https://aws.amazon.com/blogs/containers/architecting-for-resiliency-on-aws-app-runner) [COMMUNITY-TOOL] + - [thenewstack.io: Remote Debugging in AWS: The Missing Link in Your Debugging' Toolset](https://thenewstack.io/remote-debugging-in-aws-the-missing-link-in-your-debugging-toolset) [COMMUNITY-TOOL] + - [CDK](https://aws.amazon.com/cdk) [COMMUNITY-TOOL] + - [itnext.io: AWS CDK for EKS β€” Handling Helm Charts](https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4) [COMMUNITY-TOOL] + - [freecodecamp.org: AWS CDK v2 Tutorial – How to Create a Three-Tier Serverless' Application](https://www.freecodecamp.org/news/aws-cdk-v2-three-tier-serverless-application) [COMMUNITY-TOOL] + - [Announcing CDK Migrate: A single command to migrate to the AWS CDK](https://aws.amazon.com/blogs/devops/announcing-cdk-migrate-a-single-command-to-migrate-to-the-aws-cdk) [COMMUNITY-TOOL] + - [aws.amazon.com: AWS Systems Manager announces support for port forwarding' to remote hosts using Session Manager](https://aws.amazon.com/about-aws/whats-new/2022/05/aws-systems-manager-support-port-forwarding-remote-hosts-using-session-manager) [COMMUNITY-TOOL] + - [Architecting a Highly Available Serverless, Microservices-Based Ecommerce Site](https://aws.amazon.com/blogs/architecture/architecting-a-highly-available-serverless-microservices-based-ecommerce-site) [COMMUNITY-TOOL] + - [London DevOps - Trainline, A DevOps Journey - Chris Turvil](https://www.youtube.com/watch?v=IUvUmqu1MBQ) [COMMUNITY-TOOL] + - [treblle.com: How does Treblle scale on AWS without breaking the bank?](https://treblle.com/blog/how-does-treblle-scale-on-aws-without-breaking-the-bank) [COMMUNITY-TOOL] + - [aws.amazon.com: Creating a digital map of COVID-19 virus for discovery of' new treatment compounds](https://aws.amazon.com/blogs/hpc/creating-a-digital-map-of-covid-19-virus-for-discovery-of-new-treatment-compounds) [COMMUNITY-TOOL] + - [AWS LightSail](https://aws.amazon.com/lightsail) [COMMUNITY-TOOL] + - [aws.amazon.com: Optimize your modern data architecture for sustainability:' Part 1 – data ingestion and data lake](https://aws.amazon.com/blogs/architecture/optimize-your-modern-data-architecture-for-sustainability-part-1-data-ingestion-and-data-lake) [COMMUNITY-TOOL] + - [dev.to: Automatic API Key rotation for Amazon Managed Grafana](https://dev.to/aws-heroes/automatic-api-key-rotation-for-amazon-managed-grafana-2h68) [COMMUNITY-TOOL] + ## Cloud Native Infrastructure ### Service Mesh @@ -11,8 +47,8 @@ ##### App Mesh Managed Service - - **(2023)** [**aws.amazon.com/app-mesh**](https://aws.amazon.com/app-mesh) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official landing page for AWS App Mesh, a fully managed service mesh service designed to streamline microservice communications. Utilizes the Envoy proxy data plane to offer consistent visibility, routing controls, and mTLS security across Amazon ECS, EKS, and EC2. + - [aws.amazon.com/app-mesh](https://aws.amazon.com/app-mesh) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” The official landing page for AWS App Mesh, a fully managed service mesh service designed to streamline microservice communications. Utilizes the Envoy proxy data plane to offer consistent visibility, routing controls, and mTLS security across Amazon ECS, EKS, and EC2. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-monitoring.md b/v2-docs/aws-monitoring.md new file mode 100644 index 00000000..381dfc4e --- /dev/null +++ b/v2-docs/aws-monitoring.md @@ -0,0 +1,24 @@ +# Aws Monitoring + +!!! info "Architectural Context" + Detailed reference for Aws Monitoring in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [github: Steps I used to install Nagios in the cloud](https://github.com/andrewpuch/nagios_setup) [COMMUNITY-TOOL] + - [github: ElectricEye](https://github.com/jonrau1/ElectricEye/blob/master/README.md) ⭐ 1040 [COMMUNITY-TOOL] + - [elastic.co: Elastic and AWS: Accelerating the cloud migration journey](https://www.elastic.co/blog/elastic-and-aws-accelerate-your-cloud-migration-journey) [COMMUNITY-TOOL] + - [How to use AWS Config and CloudTrail to find who made changes to a resource](https://aws.amazon.com/blogs/mt/how-to-use-aws-config-and-cloudtrail-to-find-who-made-changes-to-a-resource) [COMMUNITY-TOOL] + - [Amazon CloudWatch now monitors Prometheus metrics from Container environments](https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-monitors-prometheus-metrics-container-environments) [COMMUNITY-TOOL] + - [Amazon CloudWatch Dashboards now supports sharing](https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-dashboards-supports-sharing) [COMMUNITY-TOOL] + - [How BT uses Amazon CloudWatch to monitor millions of devices](https://aws.amazon.com/blogs/mt/how-bt-uses-amazon-cloudwatch-to-monitor-millions-of-devices) [COMMUNITY-TOOL] + - [Extending and exploring alarm history in Amazon CloudWatch – part 2](https://aws.amazon.com/blogs/mt/extending-and-exploring-alarm-history-in-amazon-cloudwatch-part-2) [COMMUNITY-TOOL] + - [Custom Health Check: HealthCheckCustomConfig](https://docs.aws.amazon.com/cloud-map/latest/api/API_HealthCheckCustomConfig.html) [COMMUNITY-TOOL] + - [Amazon Managed Service for Prometheus](https://aws.amazon.com/prometheus) [COMMUNITY-TOOL] + - [Amazon Managed Service for Grafana](https://aws.amazon.com/grafana) [COMMUNITY-TOOL] + - [infoq.com: AWS Introduces Amazon Managed Service for Grafana and Amazon' Managed Service for Prometheus](https://www.infoq.com/news/2021/01/aws-grafana-prometheus) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) + diff --git a/v2-docs/aws-networking.md b/v2-docs/aws-networking.md new file mode 100644 index 00000000..9f0e5dae --- /dev/null +++ b/v2-docs/aws-networking.md @@ -0,0 +1,42 @@ +# Aws Networking + +!!! info "Architectural Context" + Detailed reference for Aws Networking in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [AWS Networking for Developers](https://aws.amazon.com/es/blogs/apn/aws-networking-for-developers) [COMMUNITY-TOOL] + - [Elastic Network Adapter](https://aws.amazon.com/blogs/aws/elastic-network-adapter-high-performance-network-interface-for-amazon-ec2) [COMMUNITY-TOOL] + - [cloudonaut.io: What Architects Need to Know About Networking on AWS](https://cloudonaut.io/what-architects-need-to-know-about-networking-on-aws) [COMMUNITY-TOOL] + - [cloudonaut.io: Advanced AWS Networking: Pitfalls That You Should Avoid](https://cloudonaut.io/advanved-aws-networking-pitfalls-that-you-should-avoid) [COMMUNITY-TOOL] + - [Resolve DNS names of Network Load Balancer nodes to limit cross-Zone traffic](https://aws.amazon.com/blogs/networking-and-content-delivery/resolve-dns-names-of-network-load-balancer-nodes-to-limit-cross-zone-traffic) [COMMUNITY-TOOL] + - [github.com/seligman/aws-ip-ranges: AWS's ip-ranges.json](https://github.com/seligman/aws-ip-ranges) ⭐ 286 [COMMUNITY-TOOL] + - [aws.amazon.com: Creating active/passive BGP connections over AWS Direct' Connect](https://aws.amazon.com/blogs/networking-and-content-delivery/creating-active-passive-bgp-connections-over-aws-direct-connect) [COMMUNITY-TOOL] + - [AWS Cloud Products](https://aws.amazon.com/products) [COMMUNITY-TOOL] + - [Secure Connectivity from Public to Private: Introducing EC2 Instance Connect' Endpoint](https://aws.amazon.com/blogs/compute/secure-connectivity-from-public-to-private-introducing-ec2-instance-connect-endpoint-june-13-2023) [COMMUNITY-TOOL] + - [Configuring Route 53 for cost protection from NXDOMAIN attacks](https://docs.aws.amazon.com/whitepapers/latest/aws-best-practices-ddos-resiliency/configuring-route53-for-cost-protection-from-nxdomain-attacks.html) [COMMUNITY-TOOL] + - [AWS Summit Series 2016 | London: Deep Dive on Elastic Load Balancing](https://www.youtube.com/watch?v=HinwLb2lpLQ) [COMMUNITY-TOOL] + - [ably.com: Balancing act: the current limits of AWS network load balancers](https://ably.com/blog/limits-aws-network-load-balancers) [COMMUNITY-TOOL] + - [dashbird.io: AWS Elastic Load Balancing from a Serverless perspective](https://dashbird.io/blog/aws-application-load-balancer) [COMMUNITY-TOOL] + - [aws blogs - New – AWS Application Load Balancer](https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer) [COMMUNITY-TOOL] + - [Introducing the AWS Load Balancer Controller](https://aws.amazon.com/blogs/containers/introducing-aws-load-balancer-controller) [COMMUNITY-TOOL] + - [Fine-tuning blue/green deployments on application load balancer](https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load-balancer) [COMMUNITY-TOOL] + - [aws.amazon.com/about-aws: Application Load Balancer enables configuring' HTTP client keepalive duration](https://aws.amazon.com/about-aws/whats-new/2024/03/application-load-balancer-http-keepalive-duration) [COMMUNITY-TOOL] + - [Centralized Traffic Inspection with Gateway Load Balancer on AWS](https://aws.amazon.com/blogs/apn/centralized-traffic-inspection-with-gateway-load-balancer-on-aws) [COMMUNITY-TOOL] + - [AWS WAF enhances rate-based rules to support lower rate limits](https://aws.amazon.com/about-aws/whats-new/2024/08/aws-waf-rate-based-rules-lower-rate-limits) [COMMUNITY-TOOL] + - [NGINX Plus on the AWS Cloud: Quick Start Reference Deployment](https://aws.amazon.com/about-aws/whats-new/2016/09/nginx-plus-on-the-aws-cloud-quick-start-reference-deployment) [COMMUNITY-TOOL] + - [Build a Modular and Scalable Amazon VPC Architecture with New Quick Start](https://aws.amazon.com/about-aws/whats-new/2016/07/build-a-modular-and-scalable-amazon-vpc-architecture-with-new-quick-start) [COMMUNITY-TOOL] + - [Specifying the VPC for your Amazon RDS DB Instance](https://aws.amazon.com/about-aws/whats-new/2016/08/specifying-the-vpc-for-your-amazon-rds-db-instance) [COMMUNITY-TOOL] + - [awsfundamentals.blogspot.com: AWS Virtual Private Cloud - VPC](https://awsfundamentals.blogspot.com/2019/12/aws-vpc-fundamental.html) [COMMUNITY-TOOL] + - [Reduce Cost and Increase Security with Amazon VPC Endpoints](https://aws.amazon.com/blogs/architecture/reduce-cost-and-increase-security-with-amazon-vpc-endpoints) [COMMUNITY-TOOL] + - [Centralize access using VPC interface endpoints to access AWS services across multiple VPCs](https://aws.amazon.com/blogs/networking-and-content-delivery/centralize-access-using-vpc-interface-endpoints) [COMMUNITY-TOOL] + - [cloudonaut.io: AWS Client VPN: Connected with the Cloud](https://cloudonaut.io/aws-client-vpn-connected-with-the-cloud) [COMMUNITY-TOOL] + - [Amazon CloudFront now supports HTTP/2](https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-cloudfront-now-supports-http2) [COMMUNITY-TOOL] + - [aws.amazon.com: Authorization@Edge using cookies: Protect your Amazon CloudFront' content from being downloaded by unauthenticated users](https://aws.amazon.com/de/blogs/networking-and-content-delivery/authorizationedge-using-cookies-protect-your-amazon-cloudfront-content-from-being-downloaded-by-unauthenticated-users) [COMMUNITY-TOOL] + - [alexdebrie.com: A Detailed Overview of AWS API Gateway](https://www.alexdebrie.com/posts/api-gateway-elements) [COMMUNITY-TOOL] + - [aws.amazon.com: Architecture patterns for consuming private APIs cross-account](https://aws.amazon.com/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) + diff --git a/v2-docs/aws-newfeatures.md b/v2-docs/aws-newfeatures.md index c862ea14..25f2e818 100644 --- a/v2-docs/aws-newfeatures.md +++ b/v2-docs/aws-newfeatures.md @@ -3,14 +3,122 @@ !!! info "Architectural Context" Detailed reference for Aws Newfeatures in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [AWS Config Rules – Dynamic Compliance Checking for Cloud Resources](https://aws.amazon.com/blogs/aws/aws-config-rules-dynamic-compliance-checking-for-cloud-resources) [COMMUNITY-TOOL] + - [Amazon Inspector – Automated Security Assessment Service](https://aws.amazon.com/blogs/aws/amazon-inspector-automated-security-assessment-service) [COMMUNITY-TOOL] + - [Coming Soon – EC2 Dedicated Hosts](https://aws.amazon.com/blogs/aws/coming-soon-ec2-dedicated-hosts) [COMMUNITY-TOOL] + - [AWS Device Farm: Improve the quality of your web and mobile applications' by testing across desktop browsers and real mobile devices hosted in the AWS Cloud](https://aws.amazon.com/device-farm) [COMMUNITY-TOOL] + - [AWS Mobile Hub – Build, Test, and Monitor Mobile Applications](https://aws.amazon.com/blogs/aws/aws-mobile-hub-build-test-and-monitor-mobile-applications) [COMMUNITY-TOOL] + - [EC2 Container Service Update – Container Registry, ECS CLI, AZ-Aware Scheduling, and More](https://aws.amazon.com/blogs/aws/ec2-container-service-update-container-registry-ecs-cli-az-aware-scheduling-and-more) [COMMUNITY-TOOL] + - [CloudWatch Dashboards – Create & Use Customized Metrics Views](https://aws.amazon.com/blogs/aws/cloudwatch-dashboards-create-use-customized-metrics-views) [COMMUNITY-TOOL] + - [AWS Lambda Update – Python, VPC, Increased Function Duration, Scheduling, and More](https://aws.amazon.com/blogs/aws/aws-lambda-update-python-vpc-increased-function-duration-scheduling-and-more) [COMMUNITY-TOOL] + - [AWS IoT – Cloud Services for Connected Devices](https://aws.amazon.com/blogs/aws/aws-iot-cloud-services-for-connected-devices) [COMMUNITY-TOOL] + - [Amazon EFS: Amazon Elastic File System – Shared File Storage for Amazon' EC2](https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-shared-file-storage-for-amazon-ec2) [COMMUNITY-TOOL] + - [New – Encrypted EBS Boot Volumes](https://aws.amazon.com/blogs/aws/new-encrypted-ebs-boot-volumes) [COMMUNITY-TOOL] + - [Amazon WorkMail – Now Generally Available](https://aws.amazon.com/blogs/aws/amazon-workmail-now-generally-available) [COMMUNITY-TOOL] + - [New – Scheduled Reserved Instances](https://aws.amazon.com/blogs/aws/new-scheduled-reserved-instances) [COMMUNITY-TOOL] + - [AWS CloudShell - Command-Line Access to AWS Resources](https://aws.amazon.com/es/blogs/aws/aws-cloudshell-command-line-access-to-aws-resources) [COMMUNITY-TOOL] + - [github.com/hayao-k/cdk-ecr-image-scan-notify](https://github.com/hayao-k/cdk-ecr-image-scan-notify) ⭐ 29 [COMMUNITY-TOOL] + - [cloudonaut.io: Seamless EC2 monitoring with the Unified CloudWatch Agent](https://cloudonaut.io/seamless-ec2-monitoring-with-the-unified-cloudwatch-agent) [COMMUNITY-TOOL] + - [amazon.com: Reduce Unwanted Traffic on Your Website with New AWS WAF Bot' Control](https://aws.amazon.com/blogs/aws/reduce-unwanted-traffic-on-your-web-site-with-aws-bot-control) [COMMUNITY-TOOL] + - [infoq.com: AWS Introduces EC2 Serial Console: Troubleshoot Boot and Networking' Issues](https://www.infoq.com/news/2021/04/aws-ec2-serial-console) [COMMUNITY-TOOL] + - [infoq.com: AWS Introduces a New Workflow Studio for AWS Step Functions](https://www.infoq.com/news/2021/06/step-functions-workflow-studio) [COMMUNITY-TOOL] + - [New AWS Solutions Implementation: Tag Tamer](https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementation-tag-tamer) [COMMUNITY-TOOL] + - [Introducing new self-paced courses to improve Java and Python code quality with Amazon CodeGuru](https://aws.amazon.com/blogs/devops/new-self-paced-courses-to-improve-java-and-python-code-quality-with-amazon-codeguru) [COMMUNITY-TOOL] + - [Automate preapproved operations with AWS Service Catalog service actions](https://aws.amazon.com/blogs/mt/automate-preapproved-operations-with-aws-service-catalog-service-actions) [COMMUNITY-TOOL] + - [Amazon Virtual Private Cloud (VPC) customers can now assign IP prefixes to their EC2 instances](https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-virtual-private-cloud-vpc-customers-can-assign-ip-prefixes-ec2-instances) [COMMUNITY-TOOL] + - [Amazon RDS Proxy can now be created in a shared Virtual Private Cloud (VPC)](https://aws.amazon.com/about-aws/whats-new/2021/08/amazon-rds-proxy-created-shared-virtual-private-cloud-vpc) [COMMUNITY-TOOL] + - [Amazon VPC CNI plugin increases pods per node limits](https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-vpc-cni-plugin-increases-pods-per-node-limits) [COMMUNITY-TOOL] + - [AWS Security Hub adds 18 new controls to its Foundational Security Best Practices standard and 8 new partners for enhanced cloud security posture monitoring](https://aws.amazon.com/about-aws/whats-new/2021/08/aws-security-hub-adds-18-new-controls-foundational-security-best-practices-standard-8-new-partners-enhanced-cloud-security-posture-monitoring) [COMMUNITY-TOOL] + - [Amazon Virtual Private Cloud (VPC) customers can now resize their prefix list](https://aws.amazon.com/about-aws/whats-new/2021/08/amazon-vpc-resize-prefix-list) [COMMUNITY-TOOL] + - [New for AWS CloudFormation – Quickly Retry Stack Operations from the Point of Failure](https://aws.amazon.com/es/blogs/aws/new-for-aws-cloudformation-quickly-retry-stack-operations-from-the-point-of-failure) [COMMUNITY-TOOL] + - [AWS Site-to-Site VPN releases updated Download Configuration utility](https://aws.amazon.com/about-aws/whats-new/2021/09/aws-site-to-site-vpn-download-configuration-utility) [COMMUNITY-TOOL] + - [New for AWS Distro for OpenTelemetry – Tracing Support is Now Generally Available](https://aws.amazon.com/blogs/aws/new-for-aws-distro-for-opentelemetry-tracing-support-is-now-generally-available) [COMMUNITY-TOOL] + - [Application Load Balancer now enables AWS PrivateLink and static IP addresses by direct integration with Network Load Balancer](https://aws.amazon.com/about-aws/whats-new/2021/09/application-load-balancer-aws-privatelink-static-ip-addresses-network-load-balancer) [COMMUNITY-TOOL] + - [Amazon EC2 now offers Global View on the console to view all resources across regions together](https://aws.amazon.com/about-aws/whats-new/2021/09/amazon-ec2-global-view-console-regions) [COMMUNITY-TOOL] + - [siliconangle.com: Amazon debuts fully managed, Prometheus-based container' monitoring service](https://siliconangle.com/2021/09/29/amazon-debuts-fully-managed-prometheus-based-container-monitoring-service) [COMMUNITY-TOOL] + - [aws.amazon.com: Amazon Managed Service for Prometheus Is Now Generally Available' with Alert Manager and Ruler](https://aws.amazon.com/blogs/aws/amazon-managed-service-for-prometheus-is-now-generally-available-with-alert-manager-and-ruler) [COMMUNITY-TOOL] + - [Now β€” AWS Step Functions Supports 200 AWS Services To Enable Easier Workflow Automation](https://aws.amazon.com/blogs/aws/now-aws-step-functions-supports-200-aws-services-to-enable-easier-workflow-automation) [COMMUNITY-TOOL] + - [AWS Control Tower now supports nested organizational units](https://aws.amazon.com/about-aws/whats-new/2021/11/aws-control-tower-supports-nested-organizational-units) [COMMUNITY-TOOL] + - [Visualize all your Kubernetes clusters in one place with Amazon EKS Connector, now generally available](https://aws.amazon.com/about-aws/whats-new/2021/11/visualize-kubernetes-clusters-one-place-amazon-eks-connector-generally-available) [COMMUNITY-TOOL] + - [linux.slashdot.org: AWS Embraces Fedora Linux for Its Cloud-Based 'Amazon' Linux](https://linux.slashdot.org/story/21/11/27/0328223/aws-embraces-fedora-linux-for-its-cloud-based-amazon-linux) [COMMUNITY-TOOL] + - [AWS announces the new **Amazon Inspector** for continual vulnerability management](https://aws.amazon.com/about-aws/whats-new/2021/11/amazon-inspector-continual-vulnerability-management) [COMMUNITY-TOOL] + - [techcrunch.com: AWS to launch over 30 new Local Zones internationally starting' in 2022](https://techcrunch.com/2021/12/02/aws-to-launch-over-30-new-local-zones-starting-in-2022) [COMMUNITY-TOOL] + - [forbes.com: AWS re:Invent - A Roundup Of Container Services Announcements](https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-container-services-announcements) [COMMUNITY-TOOL] + - [aws.amazon.com/blogs: Top Announcements of AWS re:Invent 2021](https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2021) [COMMUNITY-TOOL] + - [infoq.com: Recap of AWS re:Invent 2021](https://www.infoq.com/news/2021/12/recap-reinvent-2021) [COMMUNITY-TOOL] + - [infoq.com: AWS Launches Amazon Kinesis Data Streams On-Demand](https://www.infoq.com/news/2021/12/kinesis-data-streams-ondemand) [COMMUNITY-TOOL] + - [aws.amazon.com: Share your Amazon CloudWatch Dashboards with anyone using' AWS Single Sign-On](https://aws.amazon.com/blogs/mt/share-your-amazon-cloudwatch-dashboards-with-anyone-using-aws-single-sign-on) [COMMUNITY-TOOL] + - [New – Amazon VPC Network Access Analyzer](https://aws.amazon.com/blogs/aws/new-amazon-vpc-network-access-analyzer) [COMMUNITY-TOOL] + - [Migrate AWS Landing Zone solution to AWS Control Tower](https://aws.amazon.com/blogs/mt/migrate-aws-landing-zone-solution-to-aws-control-tower) [COMMUNITY-TOOL] + - [infoq.com: Amazon RDS Introduces Readable Standby Instances in Multi-AZ' Deployments](https://www.infoq.com/news/2022/01/aws-rds-readable-standby) [COMMUNITY-TOOL] + - [Announcing Amazon Elastic File System Replication](https://aws.amazon.com/about-aws/whats-new/2022/01/amazon-elastic-file-system-replication) [COMMUNITY-TOOL] + - [infoq.com: Amazon Announces Elastic File System Replication for Multi-Region' Deployments](https://www.infoq.com/news/2022/02/aws-efs-replication) [COMMUNITY-TOOL] + - [Announcing the general availability of AWS Backup for Amazon S3](https://aws.amazon.com/about-aws/whats-new/2022/02/general-availability-aws-backup-amazon-s3) [COMMUNITY-TOOL] + - [thenewstack.io: HashiCorp Adds Consul and Vault to Cloud Platform for AWS](https://thenewstack.io/hashicorp-adds-consul-and-vault-to-cloud-platform-for-aws) [COMMUNITY-TOOL] + - [Amazon EKS clusters now support user authentication with OIDC compatible identity providers](https://aws.amazon.com/about-aws/whats-new/2021/02/amazon-eks-clusters-support-user-authentication-oidc-compatible-identity-providers) [COMMUNITY-TOOL] + - [Amazon Managed Service for Grafana (AMG) preview updated with new capabilities](https://aws.amazon.com/blogs/mt/amazon-managed-service-for-grafana-amg-preview-updated-with-new-capabilities) [COMMUNITY-TOOL] + - [xataka.com: Hasta AWS se pasa al low-code: Workflow Studio es su primera' herramienta de desarrollo de bajo cΓ³digo](https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-herramienta-desarrollo-codigo) [COMMUNITY-TOOL] + - [Easily Manage Security Group Rules with the New Security Group Rule ID](https://aws.amazon.com/blogs/aws/easily-manage-security-group-rules-with-the-new-security-group-rule-id) [COMMUNITY-TOOL] + - [AWS Network Firewall – Nuevo Servicio Gestionado de Firewall para VPC](https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio-gestionado-de-firewall-para-vpc) [COMMUNITY-TOOL] + - [Amazon EC2 Auto Scaling now lets you control which instances to terminate on scale-in](https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-ec2-auto-scaling-now-lets-you-control-which-instances-to-terminate-on-scale-in) [COMMUNITY-TOOL] + - [EC2-Classic Networking is Retiring – Here’s How to Prepare](https://aws.amazon.com/blogs/aws/ec2-classic-is-retiring-heres-how-to-prepare) [COMMUNITY-TOOL] + - [Announcing General Availability of Amazon Redshift Cross-account Data Sharing](https://aws.amazon.com/about-aws/whats-new/2021/08/announcing-general-availability-amazon-redshift-cross-account-data-sharing) [COMMUNITY-TOOL] + - [infoq.com: Amazon Introduces Cloudwatch Cross Account Alarms to Consolidate' Management](https://www.infoq.com/news/2021/08/aws-cloudwatch-alarms) [COMMUNITY-TOOL] + - [Monitor, Evaluate, and Demonstrate Backup Compliance with AWS Backup Audit Manager](https://aws.amazon.com/blogs/aws/monitor-evaluate-and-demonstrate-backup-compliance-with-aws-backup-audit-manager) [COMMUNITY-TOOL] + - [Amazon Managed Grafana Is Now Generally Available with Many New Features](https://aws.amazon.com/blogs/aws/amazon-managed-grafana-is-now-generally-available-with-many-new-features) [COMMUNITY-TOOL] + - [AWS Lambda Now Supports Up to 10 GB Ephemeral Storage](https://aws.amazon.com/blogs/aws/aws-lambda-now-supports-up-to-10-gb-ephemeral-storage) [COMMUNITY-TOOL] + - [Introducing Amazon CloudWatch Metrics Insights (General Availability)](https://aws.amazon.com/about-aws/whats-new/2022/04/amazon-cloudwatch-metrics-insights) [COMMUNITY-TOOL] + - [AWS Shield Advanced now supports Application Load Balancer for automatic application layer DDoS mitigation](https://aws.amazon.com/about-aws/whats-new/2022/04/aws-shield-application-balancer-automatic-ddos-mitigation) [COMMUNITY-TOOL] + - [AWS Single Sign-On launches configurable synchronization for Microsoft Active Directory](https://aws.amazon.com/about-aws/whats-new/2022/04/aws-single-sign-on-configurable-synchronization-microsoft-active-directory) [COMMUNITY-TOOL] + - [Integration of AWS Well-Architected Tool with AWS Organizations](https://aws.amazon.com/about-aws/whats-new/2022/06/aws-well-architected-tool-organizations-integration) [COMMUNITY-TOOL] + - [AWS Single Sign-On (AWS SSO) adds support for AWS Identity and Access Management (IAM) customer managed policies (CMPs)](https://aws.amazon.com/about-aws/whats-new/2022/07/aws-single-sign-on-aws-sso-aws-identity-access-management-iam-customer-managed-policies-cmps) [COMMUNITY-TOOL] + - [Announcing new AWS IAM Identity Center APIs to manage users and groups at scale](https://aws.amazon.com/blogs/security/announcing-new-aws-iam-identity-center-apis-to-manage-users-and-groups-at-scale) [COMMUNITY-TOOL] + - [Amazon WorkSpaces Introduces Ubuntu Desktops](https://aws.amazon.com/blogs/aws/amazon-workspaces-introduces-ubuntu-desktops) [COMMUNITY-TOOL] + - [IAM Access Analyzer now reviews your AWS CloudTrail history to identify actions used across 140 AWS services and generates fine-grained policies](https://aws.amazon.com/about-aws/whats-new/2022/10/iam-access-analyzer-cloudtrail-history-identify-actions-140-aws-services-fine-grained-policies) [COMMUNITY-TOOL] + - [Announcing dark mode support in the AWS Management Console](https://aws.amazon.com/about-aws/whats-new/2022/10/dark-mode-support-aws-management-console) [COMMUNITY-TOOL] + - [IAM Identity Center adds session management features for improved user experience and cloud security](https://aws.amazon.com/about-aws/whats-new/2022/10/iam-identity-center-session-management-features-improved-user-experience-cloud-security) [COMMUNITY-TOOL] + - [Amazon SNS increases the default quota for subscription filter policies by 50x to 10,000 per account](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-sns-increases-default-quota-subscription-filter-policies-account) [COMMUNITY-TOOL] + - [Amazon EC2 announces new price and capacity optimized allocation strategy for provisioning Amazon EC2 Spot Instances](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-ec2-price-capacity-optimized-allocation-strategy-provisioning-ec2-spot-instances) [COMMUNITY-TOOL] + - [Now Open–AWS Region in Spain](https://aws.amazon.com/blogs/aws/now-open-aws-region-in-spain) [COMMUNITY-TOOL] + - [AWS Identity and Access Management now supports multiple multi-factor authentication (MFA) devices](https://aws.amazon.com/about-aws/whats-new/2022/11/aws-identity-access-management-multi-factor-authentication-devices) [COMMUNITY-TOOL] + - [Amazon NAT Gateway Now Allows You to Select Private IP Address for Network Address Translation](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-nat-gateway-allows-select-private-ip-address-network-address-translation) [COMMUNITY-TOOL] + - [Application Load Balancers now support turning off cross zone load balancing per target group](https://aws.amazon.com/about-aws/whats-new/2022/11/application-load-balancers-turning-off-cross-zone-load-balancing-per-target-group) [COMMUNITY-TOOL] + - [Announcing delegated administrator for AWS Organizations](https://aws.amazon.com/about-aws/whats-new/2022/11/aws-organizations-delegated-administrator) [COMMUNITY-TOOL] + - [AWS Backup Audit Manager adds centralized reporting for AWS Organizations](https://aws.amazon.com/about-aws/whats-new/2022/11/aws-backup-audit-manager-centralized-reporting-aws-organizations) [COMMUNITY-TOOL] + - [Amazon CloudWatch launches cross-account observability across multiple AWS accounts](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-cloudwatch-cross-account-observability-multiple-aws-accounts) [COMMUNITY-TOOL] + - [Announcing Amazon RDS Blue/Green Deployments for safer, simpler, and faster updates](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-rds-blue-green-deployments-safer-simpler-faster-updates) [COMMUNITY-TOOL] + - [Announcing AWS KMS External Key Store (XKS)](https://aws.amazon.com/blogs/aws/announcing-aws-kms-external-key-store-xks) [COMMUNITY-TOOL] + - [Heads-Up: Amazon S3 Security Changes Are Coming in April of 2023](https://aws.amazon.com/blogs/aws/heads-up-amazon-s3-security-changes-are-coming-in-april-of-2023) [COMMUNITY-TOOL] + - [Amazon EKS launches automated provisioning and lifecycle management for Windows containers](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-eks-automated-provisioning-lifecycle-management-windows-containers) [COMMUNITY-TOOL] + - [Amazon Timestream now enables you to protect your data through AWS Backup](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-timestream-enables-protect-data-through-aws-backup) [COMMUNITY-TOOL] + - [Amazon RDS announces integration with AWS Secrets Manager](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-rds-integration-aws-secrets-manager) [COMMUNITY-TOOL] + - [Amazon ECS now integrates with Amazon CloudWatch alarms to improve safety for deployments](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-ecs-cloudwatch-alarms-safety-deployments) [COMMUNITY-TOOL] + - [AWS Cost Explorer’s New Look and Common Use Cases](https://aws.amazon.com/ru/blogs/aws-cloud-financial-management/aws-cost-explorers-new-ui-and-common-use-cases) [COMMUNITY-TOOL] + - [Amazon CloudWatch now supports high resolution metric extraction from structured logs](https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-cloudwatch-high-resolution-metric-extraction-structured-logs) [COMMUNITY-TOOL] + - [AWS SAM CLI introduces β€˜sam list’ command to inspect AWS SAM resources](https://aws.amazon.com/about-aws/whats-new/2023/02/aws-sam-cli-sam-list-command-inspect-resources) [COMMUNITY-TOOL] + - [Amazon GuardDuty now available in AWS Europe (Spain) Region](https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-guardduty-aws-europe-spain-region) [COMMUNITY-TOOL] + - [New – Visualize Your VPC Resources from Amazon VPC Creation Experience](https://aws.amazon.com/blogs/aws/new-visualize-your-vpc-resources-from-amazon-vpc-creation-experience) [COMMUNITY-TOOL] + - [AWS Network Firewall now supports tag-based resource groups](https://aws.amazon.com/about-aws/whats-new/2023/02/aws-network-firewall-tag-based-resource-groups) [COMMUNITY-TOOL] + - [Amazon EKS now supports Kubernetes version 1.25](https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-version-1-25) [COMMUNITY-TOOL] + - [Amazon Detective adds graph visualization for interactive security investigations](https://aws.amazon.com/about-aws/whats-new/2023/03/amazon-detective-graph-visualization-interactive-security-investigations) [COMMUNITY-TOOL] + - [Announcing the ability to enable AWS Systems Manager by default across all EC2 instances in an account](https://aws.amazon.com/about-aws/whats-new/2023/02/enable-aws-systems-manager-default-all-ec2-instances-account) [COMMUNITY-TOOL] + - [Amazon CloudFront announces one-click security protections](https://aws.amazon.com/about-aws/whats-new/2023/05/amazon-cloudfront-one-click-security-protections) [COMMUNITY-TOOL] + - [AWS WAF enhances rate-based rules to support request headers and composite keys](https://aws.amazon.com/about-aws/whats-new/2023/05/aws-waf-rate-based-rules-request-headers-composite-keys) [COMMUNITY-TOOL] + - [New – AWS DMS Serverless: Automatically Provisions and Scales Capacity for' Migration and Data Replication](https://aws.amazon.com/blogs/aws/new-aws-dms-serverless-automatically-provisions-and-scales-capacity-for-migration-and-data-replication) [COMMUNITY-TOOL] + - [Temporary elevated access management with IAM Identity Center](https://aws.amazon.com/blogs/security/temporary-elevated-access-management-with-iam-identity-center) [COMMUNITY-TOOL] + - [AWS Config supports recording exclusions by resource type](https://aws.amazon.com/about-aws/whats-new/2023/06/aws-config-recording-exclusions-resource-type) [COMMUNITY-TOOL] + - [Amazon ECS and AWS Fargate now integrate with Amazon EBS](https://aws.amazon.com/about-aws/whats-new/2024/01/amazon-ecs-fargate-integrate-ebs) [COMMUNITY-TOOL] + ## Cloud Providers ### AWS EKS #### Security - - **(2023)** [**Amazon EKS introduces EKS Pod Identity**](https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Highlights the launch of EKS Pod Identity, an evolved architectural alternative to IRSA (IAM Roles for Service Accounts). By utilizing a highly optimized local agent daemon on worker nodes, it simplifies IAM association, scales beyond IRSA session limits, and works across multiple clusters with ease. A fundamental improvement to EKS access management. + - [Amazon EKS introduces EKS Pod Identity](https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity) [ADVANCED LEVEL] [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Highlights the launch of EKS Pod Identity, an evolved architectural alternative to IRSA (IAM Roles for Service Accounts). By utilizing a highly optimized local agent daemon on worker nodes, it simplifies IAM association, scales beyond IRSA session limits, and works across multiple clusters with ease. A fundamental improvement to EKS access management. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-pricing.md b/v2-docs/aws-pricing.md new file mode 100644 index 00000000..88df149d --- /dev/null +++ b/v2-docs/aws-pricing.md @@ -0,0 +1,27 @@ +# Aws Pricing + +!!! info "Architectural Context" + Detailed reference for Aws Pricing in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [May 2020: EC2 Price Reduction – For EC2 Instance Saving Plans and Standard' Reserved Instances](https://aws.amazon.com/es/blogs/aws/ec2-price-reduction-for-ec2-instance-saving-plans-and-standard-reserved-instances) [COMMUNITY-TOOL] + - [ec2.shop: Compare AWS EC2 instance price from the CLI](https://ec2.shop) [COMMUNITY-TOOL] + - [infoq.com: AWS Launches Low-Cost Burstable T4g Instances Powered by AWS' Graviton2](https://www.infoq.com/news/2020/09/aws-ec2-t4g-instances) [COMMUNITY-TOOL] + - [freecodecamp.org: How to Optimize your AWS Cloud Architecture Costs](https://www.freecodecamp.org/news/cost-optimization-in-aws) [COMMUNITY-TOOL] + - [aws.amazon.com: Amazon S3 Glacier Price Reduction](https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction) [COMMUNITY-TOOL] + - [infoq.com: AWS Announces Lower Cost Storage Classes for Amazon Elastic File' System](https://www.infoq.com/news/2021/03/aws-efs-one-zone-storage-classes) [COMMUNITY-TOOL] + - [cast.ai: Keep your AWS Kubernetes costs in check with intelligent allocation' (EKS)](https://cast.ai/blog/keep-your-aws-kubernetes-costs-in-check-with-intelligent-allocation) [COMMUNITY-TOOL] + - [thenewstack.io: Cloud Bill Risks of AWS Reserved Instances and Savings Plans](https://thenewstack.io/cloud-bill-risks-of-aws-reserved-instances-and-savings-plans) [COMMUNITY-TOOL] + - [Visualize and gain insights into your AWS cost and usage with Cloud Intelligence Dashboards and CUDOS using Amazon QuickSight](https://aws.amazon.com/blogs/mt/visualize-and-gain-insights-into-your-aws-cost-and-usage-with-cloud-intelligence-dashboards-using-amazon-quicksight) [COMMUNITY-TOOL] + - [blog.cloud-mercato.com: AWS m6i: The why you should abandon your m5](https://blog.cloud-mercato.com/aws-m6i-the-why-you-should-abandon-your-m5) [COMMUNITY-TOOL] + - [aws.amazon.com: Exploring Data Transfer Costs for AWS Managed Databases](https://aws.amazon.com/blogs/architecture/exploring-data-transfer-costs-for-aws-managed-databases) [COMMUNITY-TOOL] + - [cloudkatha.com: How to Setup Budget in AWS to Keep your Bill in Check](https://cloudkatha.com/how-to-setup-budget-in-aws-to-keep-your-bill-in-check) [COMMUNITY-TOOL] + - [AWS Announces Data Transfer Price Reduction for AWS PrivateLink, AWS Transit Gateway, and AWS Client VPN services](https://aws.amazon.com/about-aws/whats-new/2022/04/aws-data-transfer-price-reduction-privatelink-transit-gateway-client-vpn-services/?nc1=h_ls) [COMMUNITY-TOOL] + - [calculator.aws: AWS Total Cost of Ownership (TCO) Calculators](https://calculator.aws) [COMMUNITY-TOOL] + - [Manage Amazon S3 storage costs granularly and at scale using S3 Intelligent-Tiering](https://aws.amazon.com/blogs/storage/manage-amazon-s3-storage-costs-granularly-and-at-scale-using-s3-intelligent-tiering) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) + diff --git a/v2-docs/aws-security.md b/v2-docs/aws-security.md index 6afe54e0..560248d0 100644 --- a/v2-docs/aws-security.md +++ b/v2-docs/aws-security.md @@ -3,17 +3,79 @@ !!! info "Architectural Context" Detailed reference for Aws Security in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [AWS Security](https://aws.amazon.com/security) [COMMUNITY-TOOL] + - [AWS Security docs](https://docs.aws.amazon.com/security) [COMMUNITY-TOOL] + - [Oracle Database Encryption Options on Amazon RDS](https://aws.amazon.com/es/blogs/apn/oracle-database-encryption-options-on-amazon-rds) [COMMUNITY-TOOL] + - [Learn AWS Security Fundamentals with Free and Online Training](https://aws.amazon.com/about-aws/whats-new/2016/06/learn-aws-security-fundamentals-with-free-and-online-training) [COMMUNITY-TOOL] + - [Amazon Inspector Announces General Availability for Windows](https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces-general-availability-for-windows) [COMMUNITY-TOOL] + - [encrypt and decrypt data: Importing Key Material in AWS Key Management Service' (AWS KMS)](https://docs.aws.amazon.com/kms/latest/developerguide/importing-keys.html) [COMMUNITY-TOOL] + - [Encrypt global data client-side with AWS KMS multi-Region keys](https://aws.amazon.com/blogs/security/encrypt-global-data-client-side-with-aws-kms-multi-region-keys) [COMMUNITY-TOOL] + - [How to automate AWS account creation with SSO user assignment](https://aws.amazon.com/blogs/security/how-to-automate-aws-account-creation-with-sso-user-assignment) [COMMUNITY-TOOL] + - [Security practices in AWS multi-tenant SaaS environments](https://aws.amazon.com/blogs/security/security-practices-in-aws-multi-tenant-saas-environments) [COMMUNITY-TOOL] + - [How to use AWS Security Hub and Amazon OpenSearch Service for SIEM](https://aws.amazon.com/blogs/security/how-to-use-aws-security-hub-and-amazon-opensearch-service-for-siem) [COMMUNITY-TOOL] + - [github.com/aws-samples: How to set up continuous replication from your third-party' secrets manager to AWS Secrets Manager](https://github.com/aws-samples/aws-secrets-manager-hybrid-secret-replication-from-hashicorp-vault) ⭐ 16 [COMMUNITY-TOOL] + - [linkedin.com: Complexities of AWS Security Groups in the Cloud World](https://www.linkedin.com/pulse/complexities-aws-security-groups-cloud-world-ashish-kar) [COMMUNITY-TOOL] + - [awslabs/cognito-at-edge](https://github.com/awslabs/cognito-at-edge) ⭐ 238 [COMMUNITY-TOOL] + - [github.com/aws-samples: Service Control Policy examples](https://github.com/aws-samples/service-control-policy-examples) ⭐ 302 [COMMUNITY-TOOL] + - [darryl-ruggles.cloud: AWS SSO Credentials With Multiple Accounts](https://darryl-ruggles.cloud/aws-sso-credentials-with-multiple-accounts) [COMMUNITY-TOOL] + - [github.com/awslabs/sustainability-scanner: Sustainability Scanner (SusScanner)](https://github.com/awslabs/sustainability-scanner) ⭐ 123 [COMMUNITY-TOOL] + - [aws.amazon.com: Update of AWS Security Reference Architecture is now available](https://aws.amazon.com/blogs/security/update-of-aws-security-reference-architecture-is-now-available) [COMMUNITY-TOOL] + - [docs.aws.amazon.com: Application security](https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/application-security.html) [COMMUNITY-TOOL] + - [Realize Policy-as-Code with AWS Cloud Development Kit through Open Policy Agent 🌟](https://aws.amazon.com/blogs/opensource/realize-policy-as-code-with-aws-cloud-development-kit-through-open-policy-agent) [COMMUNITY-TOOL] + - [PCI DSS Standardized Architecture on the AWS Cloud: Quick Start Reference' Deployment](https://aws.amazon.com/about-aws/whats-new/2016/05/pci-dss-standardized-architecture-on-the-aws-cloud-quick-start-reference-deployment) [COMMUNITY-TOOL] + - [New IAMCTL tool compares multiple IAM roles and policies](https://aws.amazon.com/es/blogs/security/new-iamctl-tool-compares-multiple-iam-roles-and-policies) [COMMUNITY-TOOL] + - [Bring your own CLI to Session Manager with configurable shell profiles](https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurable-shell-profiles) [COMMUNITY-TOOL] + - [aws.amazon.com: IAM Access Analyzer now supports over 100 policy checks' with actionable recommendations to help you author secure and functional policies](https://aws.amazon.com/about-aws/whats-new/2021/03/iam-access-analyzer-supports-over-100-policy-checks-with-actionable-recommendations) [COMMUNITY-TOOL] + - [aws.amazon.com: IAM Access Analyzer Update – Policy Validation](https://aws.amazon.com/blogs/aws/iam-access-analyzer-update-policy-validation) [COMMUNITY-TOOL] + - [netflixtechblog.com: ConsoleMe: A Central Control Plane for AWS Permissions' and Access](https://netflixtechblog.com/consoleme-a-central-control-plane-for-aws-permissions-and-access-fd09afdd60a8) [COMMUNITY-TOOL] + - [cloudkatha.com: Difference between Root User and IAM User in AWS You Need' to Know](https://cloudkatha.com/difference-between-root-user-and-iam-user-in-aws-you-need-to-know) [COMMUNITY-TOOL] + - [infoq.com: Incorrect IAM Policy Raised Questions About AWS Access to S3' Data](https://www.infoq.com/news/2022/01/aws-iam-s3-access) [COMMUNITY-TOOL] + - [iann0036/iamlive](https://github.com/iann0036/iamlive) ⭐ 3381 [ENTERPRISE-STABLE] + - [daan.fyi: AWS IAM Demystified](https://www.daan.fyi/writings/iam) [COMMUNITY-TOOL] + - [willdady/cdk-iam-credentials-rotator: IAM Credentials Rotator](https://github.com/willdady/cdk-iam-credentials-rotator) ⭐ 17 [COMMUNITY-TOOL] + - [Organizing Your AWS Environment Using Multiple Accounts (white paper for best practices)](https://docs.aws.amazon.com/whitepapers/latest/organizing-your-aws-environment/organizing-your-aws-environment.html) [COMMUNITY-TOOL] + - [aws.amazon.com: When and where to use IAM permissions boundaries](https://aws.amazon.com/blogs/security/when-and-where-to-use-iam-permissions-boundaries) [COMMUNITY-TOOL] + - [Extend AWS IAM roles to workloads outside of AWS with IAM Roles Anywhere 🌟](https://aws.amazon.com/blogs/security/extend-aws-iam-roles-to-workloads-outside-of-aws-with-iam-roles-anywhere) [COMMUNITY-TOOL] + - [Use IAM Access Analyzer policy generation to grant fine-grained permissions for your AWS CloudFormation service roles](https://aws.amazon.com/blogs/security/use-iam-access-analyzer-policy-generation-to-grant-fine-grained-permissions-for-your-aws-cloudformation-service-roles) [COMMUNITY-TOOL] + - [globaldatanet.com: .AWS IAM Identity Center Permission Management at Scale' Part 2](https://globaldatanet.com/tech-blog/aws-iam-identity-center-permission-management-at-scale-part-2) [COMMUNITY-TOOL] + - [How to monitor and query IAM resources at scale – Part 1](https://aws.amazon.com/blogs/security/how-to-monitor-and-query-iam-resources-at-scale-part-1) [COMMUNITY-TOOL] + - [github.com/aws-samples: Visualize AWS IAM Access Analyzer Policy Validation' Findings](https://github.com/aws-samples/visualize-iam-access-analyzer-policy-validation-findings) ⭐ 21 [COMMUNITY-TOOL] + - [thenewstack.io: A Deep Dive into the Security of IAM in AWS](https://thenewstack.io/a-deep-dive-into-the-security-of-iam-in-aws) [COMMUNITY-TOOL] + - [awslabs/terraform-iam-policy-validator](https://github.com/awslabs/terraform-iam-policy-validator) ⭐ 346 [COMMUNITY-TOOL] + - [jimmydqv.com: AWS IAM Anywhere 🌟](https://jimmydqv.com/iam-anywhere) [COMMUNITY-TOOL] + - [Simplifying permissions management at scale using tags in AWS Organizations](https://aws.amazon.com/blogs/mt/simplifying-permissions-management-at-scale-using-tags-in-aws-organizations) [COMMUNITY-TOOL] + - [Standardize compliance in AWS using DevOps and a Cloud Center of Excellence (CCOE) approach](https://aws.amazon.com/blogs/mt/standardize-compliance-in-aws-using-devops-and-a-cloud-center-of-excellence-ccoe-approach) [COMMUNITY-TOOL] + - [AWS Control Tower](https://aws.amazon.com/controltower) [COMMUNITY-TOOL] + - [aws.amazon.com: New – AWS Control Tower Account Factory for Terraform](https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform) [COMMUNITY-TOOL] + - [aws.amazon.com: Automate AWS Control Tower landing zone operations using' APIs](https://aws.amazon.com/about-aws/whats-new/2023/11/automate-aws-control-tower-zone-operations-apis) [COMMUNITY-TOOL] + - [Automatically block suspicious traffic with AWS Network Firewall and Amazon GuardDuty](https://aws.amazon.com/es/blogs/security/automatically-block-suspicious-traffic-with-aws-network-firewall-and-amazon-guardduty) [COMMUNITY-TOOL] + - [AWS WAF - Web Application Firewall](https://aws.amazon.com/waf) [COMMUNITY-TOOL] + - [dev.to: AWS WAF (Web Application Firewall): Deep Dive](https://dev.to/aws-builders/aws-waf-web-application-firewall-deep-dive-15bd) [COMMUNITY-TOOL] + - [Automated Let's Encrypt Certificates in Azure Key Vault with ACME Bot](https://cloudbuild.co.uk/free-automated-lets-encrypt-certificates-in-azure-key-vault-with-acme-bot-a-step-by-step-guide) [COMMUNITY-TOOL] + - [How to replicate secrets in AWS Secrets Manager to multiple Regions](https://aws.amazon.com/blogs/security/how-to-replicate-secrets-aws-secrets-manager-multiple-regions) [COMMUNITY-TOOL] + - [AWS Secrets Manager controller POC: an EKS operator for automatic rotation' of secrets](https://aws.amazon.com/blogs/containers/aws-secrets-manager-controller-poc-an-eks-operator-for-automatic-rotation-of-secrets) [COMMUNITY-TOOL] + - [AWS Vault](https://github.com/99designs/aws-vault) ⭐ 8976 [ENTERPRISE-STABLE] + ## Platform Engineering ### CI-CD Security #### Azure DevOps - - **(2023)** [Securing Azure DevOps When Using Private Repositories](https://www.linkedin.com/top-content/?trk=article_not_found) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyses secure integration patterns for private Azure DevOps environments. Offers standard reference controls for isolating source code hosting, managing external worker access, and mitigating common misconfiguration patterns across self-hosted agent pools. + - [Securing Azure DevOps When Using Private Repositories](https://www.linkedin.com/top-content/?trk=article_not_found) [COMMUNITY-TOOL] β€” Analyses secure integration patterns for private Azure DevOps environments. Offers standard reference controls for isolating source code hosting, managing external worker access, and mitigating common misconfiguration patterns across self-hosted agent pools. #### Cloud Identity - - **(2023)** [==Avoiding Mistakes with AWS OIDC Integration Conditions==](https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An in-depth security analysis detailing how to configure AWS OpenID Connect (OIDC) trust relationships correctly in GitHub Actions and other CI providers. Highlights major vulnerabilities arising from missing subject (sub) or audience (aud) validation and shows how to restrict access patterns safely. + - [Avoiding Mistakes with AWS OIDC Integration Conditions](https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An in-depth security analysis detailing how to configure AWS OpenID Connect (OIDC) trust relationships correctly in GitHub Actions and other CI providers. Highlights major vulnerabilities arising from missing subject (sub) or audience (aud) validation and shows how to restrict access patterns safely. +## Security + +### Linux Hardening + +#### Best Practices + + - [How-To Secure A Linux Server](https://github.com/imthenachoman/How-To-Secure-A-Linux-Server) ⭐ 27424 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An exhaustive, highly popular guide for securing production Linux environments. Covers SSH hardening, firewalls, user permission boundaries, 2FA, kernel optimization, audit logs, and automated vulnerability scanning. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-serverless.md b/v2-docs/aws-serverless.md index cf6440e0..c94f7f42 100644 --- a/v2-docs/aws-serverless.md +++ b/v2-docs/aws-serverless.md @@ -9,7 +9,7 @@ #### Storage - - **(2020)** [Amazon EFS with Amazon ECS and AWS Fargate – Part 1](https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs-with-amazon-ecs-and-aws-fargate-part-1) [COMMUNITY-TOOL] β€” This official developer guide outlines the structural mechanism used to mount Amazon Elastic File System (EFS) volumes natively within serverless containers orchestrated by AWS Fargate. It analyzes container launch dependencies, IAM authorization configurations, and security group rules. It serves as an essential pattern guide for building persistent, stateful container topologies. + - [Amazon EFS with Amazon ECS and AWS Fargate – Part 1](https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs-with-amazon-ecs-and-aws-fargate-part-1) [COMMUNITY-TOOL] β€” This official developer guide outlines the structural mechanism used to mount Amazon Elastic File System (EFS) volumes natively within serverless containers orchestrated by AWS Fargate. It analyzes container launch dependencies, IAM authorization configurations, and security group rules. It serves as an essential pattern guide for building persistent, stateful container topologies. ### AWS EKS #### Fargate @@ -19,88 +19,87 @@ #### Machine Learning - - **(2020)** [Deploy Machine Learning Pipeline on AWS Fargate](https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.html) [COMMUNITY-TOOL] β€” A detailed walk-through detailing how to package, deploy, and execute a Python-based machine learning inference pipeline as a containerized service on AWS Fargate. It presents patterns for loading model weights dynamically and wrapping them inside an API, illustrating Fargate's strength in handling heavy container orchestration without compute layer management. + - [Deploy Machine Learning Pipeline on AWS Fargate](https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.html) [COMMUNITY-TOOL] β€” A detailed walk-through detailing how to package, deploy, and execute a Python-based machine learning inference pipeline as a containerized service on AWS Fargate. It presents patterns for loading model weights dynamically and wrapping them inside an API, illustrating Fargate's strength in handling heavy container orchestration without compute layer management. #### Performance - - **(2022)** [element7.io: A Hidden Gem: Two Ways to Improve AWS Fargate Container Launch Times](https://www.element7.io/2022/10/a-hidden-gem-two-ways-to-improve-aws-fargate-container-launch-times) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An engineering analysis outlining concrete performance optimization models designed to reduce container startup latencies within AWS Fargate environments. It focuses on container image size reduction, optimal dependency ordering, and utilizing ECS task execution strategies to stream layers. Excellent technical reading for scaling environments sensitive to long auto-scaling execution delays. + - [element7.io: A Hidden Gem: Two Ways to Improve AWS Fargate Container Launch' Times](https://www.element7.io/2022/10/a-hidden-gem-two-ways-to-improve-aws-fargate-container-launch-times) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An engineering analysis outlining concrete performance optimization models designed to reduce container startup latencies within AWS Fargate environments. It focuses on container image size reduction, optimal dependency ordering, and utilizing ECS task execution strategies to stream layers. Excellent technical reading for scaling environments sensitive to long auto-scaling execution delays. ## Kubernetes ### Compliance #### Tools - - **(2024)** [github.com/awslabs/specctl](https://github.com/awslabs/specctl) ⭐ 258 🌟🌟🌟 [COMMUNITY-TOOL] β€” A specialized security tool developed by AWS Labs to parse, extract, and map standard Kubernetes manifest objects or ECS task definitions directly into AWS infrastructure controls. It analyzes security definitions and guarantees alignment with zero-trust networking paradigms. This represents a highly valuable community resource for maintaining multi-tenant Kubernetes configurations. + - [github.com/awslabs/specctl](https://github.com/awslabs/specctl) ⭐ 258 [COMMUNITY-TOOL] β€” A specialized security tool developed by AWS Labs to parse, extract, and map standard Kubernetes manifest objects or ECS task definitions directly into AWS infrastructure controls. It analyzes security definitions and guarantees alignment with zero-trust networking paradigms. This represents a highly valuable community resource for maintaining multi-tenant Kubernetes configurations. ## Serverless ### API Gateway #### Networking - - **(2018)** [cloudonaut.io: Serverless Hybrid Cloud: Accessing an API Gateway via VPN or Direct Connect](https://cloudonaut.io/serverless-hybrid-cloud-accessing-an-api-gateway-via-vpn-or-direct-connect) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced networking guide explaining patterns to safely route traffic between corporate private datacenters and Amazon API Gateway endpoints using VPN tunnels or Direct Connect links. It addresses MTU mismatches, DNS routing challenges, and secure VPC link configurations. This blueprint is invaluable for enterprises managing transactional hybrid-cloud workloads. + - [cloudonaut.io: Serverless Hybrid Cloud: Accessing an API Gateway via VPN' or Direct Connect](https://cloudonaut.io/serverless-hybrid-cloud-accessing-an-api-gateway-via-vpn-or-direct-connect) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced networking guide explaining patterns to safely route traffic between corporate private datacenters and Amazon API Gateway endpoints using VPN tunnels or Direct Connect links. It addresses MTU mismatches, DNS routing challenges, and secure VPC link configurations. This blueprint is invaluable for enterprises managing transactional hybrid-cloud workloads. ### AWS CDK #### DevOps - - **(2022)** [dev.to: Go fast and reduce risk: using CDK to deploy your serverless applications on AWS](https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-serverless-applications-on-aws-2i3k) [COMMUNITY-TOOL] β€” An analysis of the benefits of using AWS Cloud Development Kit (CDK) over static YAML structures to model, provision, and deploy serverless systems. It shows programmatic infrastructure patterns (TypeScript) that decrease configuration fatigue and accelerate deployments. This represents a key reference for modern declarative platform teams. + - [dev.to: Go fast and reduce risk: using CDK to deploy your serverless applications' on AWS](https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-serverless-applications-on-aws-2i3k) [COMMUNITY-TOOL] β€” An analysis of the benefits of using AWS Cloud Development Kit (CDK) over static YAML structures to model, provision, and deploy serverless systems. It shows programmatic infrastructure patterns (TypeScript) that decrease configuration fatigue and accelerate deployments. This represents a key reference for modern declarative platform teams. ### AWS Lambda #### Automation - - **(2022)** [How do I stop and start EC2 instances at regular intervals using AWS Lambda? (Video)](https://aws.amazon.com/premiumsupport/knowledge-center/start-stop-lambda-cloudwatch) [COMMUNITY-TOOL] β€” This step-by-step video guide demonstrates how to orchestrate automated EC2 state transitions utilizing AWS Lambda and Amazon EventBridge rules. The architectural walkthrough presents a cost-optimization blueprint for non-production environments by cutting off idle compute resources. It remains an essential automation reference for cloud engineers. - **(2016)** [AWS Lambda, Echo, and the Future of Cloud Automation](http://www.logicworks.net/blog/2016/01/aws-lambda-echo-cloud-automation) [COMMUNITY-TOOL] β€” An early exploration of using AWS Lambda alongside smart devices like Amazon Echo to spearhead voice-activated infrastructure automation tasks. The text details primitive architectural designs for bridging IoT event triggers with AWS execution pipelines. While historically significant, it serves as a showcase of early serverless orchestrations that paved the way for modern event-driven automation. #### Container Runtimes - - **(2021)** [dashbird.io: Deploying AWS Lambda with Docker Containers: I Gave it a Try and Here’s My Review](https://dashbird.io/blog/deploying-aws-lambda-with-docker) [COMMUNITY-TOOL] β€” An analysis of AWS Lambda's support for container images (OCI specifications), evaluating the deployment pipeline and containerized execution cold starts. It provides practical comparisons between zip deployment strategies and the 10GB container image limit workflow, assessing impacts on local testing workflows. The review guides teams evaluating whether to wrap function code inside standard Docker layers. - - **(2021)** [aws.amazon.com: Optimizing Lambda functions packaged as container images](https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep optimization analysis focusing on the caching characteristics of AWS Lambda when consuming OCI container images. It details image multi-stage build best practices, base image selection, and layering strategies designed to drastically reduce cold start duration and package delivery overhead. This resource represents essential engineering reading for teams shipping multi-GB serverless runtimes. [SPANISH CONTENT] + - [dashbird.io: Deploying AWS Lambda with Docker Containers: I Gave it a Try' and Here’s My Review](https://dashbird.io/blog/deploying-aws-lambda-with-docker) [COMMUNITY-TOOL] β€” An analysis of AWS Lambda's support for container images (OCI specifications), evaluating the deployment pipeline and containerized execution cold starts. It provides practical comparisons between zip deployment strategies and the 10GB container image limit workflow, assessing impacts on local testing workflows. The review guides teams evaluating whether to wrap function code inside standard Docker layers. + - [aws.amazon.com: Optimizing Lambda functions packaged as container images](https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep optimization analysis focusing on the caching characteristics of AWS Lambda when consuming OCI container images. It details image multi-stage build best practices, base image selection, and layering strategies designed to drastically reduce cold start duration and package delivery overhead. This resource represents essential engineering reading for teams shipping multi-GB serverless runtimes. [SPANISH CONTENT] #### Event-Driven - - **(2021)** [aws.amazon.com: Operating Lambda: Understanding event-driven architecture – Part 1](https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1) [COMMUNITY-TOOL] β€” Part of an official series breaking down event-driven patterns, focusing on how Lambda integrates with message-brokers, routers, and event producers. It analyzes synchronous, asynchronous, and polling invocation pathways alongside failure recovery frameworks like Dead Letter Queues (DLQ). It acts as a primary resource for designing highly decoupled enterprise networks. + - [aws.amazon.com: Operating Lambda: Understanding event-driven architecture' – Part 1](https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1) [COMMUNITY-TOOL] β€” Part of an official series breaking down event-driven patterns, focusing on how Lambda integrates with message-brokers, routers, and event producers. It analyzes synchronous, asynchronous, and polling invocation pathways alongside failure recovery frameworks like Dead Letter Queues (DLQ). It acts as a primary resource for designing highly decoupled enterprise networks. #### Foundations - **(2017)** [infoworld.com: Serverless computing with AWS Lambda, Part 1](https://www.infoworld.com/article/2254500/serverless-computing-with-aws-lambda.html) [COMMUNITY-TOOL] β€” A historical baseline tutorial providing a hands-on introduction to creating functions, mapping API endpoints, and evaluating runtime logs. While modern tools have evolved the deployment UX, this article preserves foundational context on the early functional programming shift in cloud infrastructures. #### Migration - - **(2022)** [Migrating a monolithic .NET REST API to AWS Lambda](https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda) [ADVANCED LEVEL] [LEGACY] β€” Detailed architectural migration path for porting enterprise monolithic .NET APIs into a serverless execution layer with minimal codebase disruption. It explores using AWS Lambda Web Adapter as a bridge wrapper, enabling developers to run standard ASP.NET Core controllers inside short-lived execution environments. An essential modernization blueprint for legacy enterprise application landscapes. + - [Migrating a monolithic .NET REST API to AWS Lambda](https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda) [ADVANCED LEVEL] [LEGACY] β€” Detailed architectural migration path for porting enterprise monolithic .NET APIs into a serverless execution layer with minimal codebase disruption. It explores using AWS Lambda Web Adapter as a bridge wrapper, enabling developers to run standard ASP.NET Core controllers inside short-lived execution environments. An essential modernization blueprint for legacy enterprise application landscapes. #### Monitoring - - **(2021)** [tutorialsdojo.com: Real-time Monitoring of 5XX Errors using AWS Lambda, CloudWatch Logs and Slack](https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cloudwatch-logs-slack) [COMMUNITY-TOOL] β€” A practical developer tutorial showcasing the creation of an event-driven monitoring system that parses CloudWatch Logs with AWS Lambda to publish real-time alerts to Slack. It provides code snippets, regex filter patterns, and IAM execution structures. This is a highly useful reference for engineering teams setting up fast-feedback error loops. + - [tutorialsdojo.com: Real-time Monitoring of 5XX Errors using AWS Lambda,' CloudWatch Logs and Slack](https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cloudwatch-logs-slack) [COMMUNITY-TOOL] β€” A practical developer tutorial showcasing the creation of an event-driven monitoring system that parses CloudWatch Logs with AWS Lambda to publish real-time alerts to Slack. It provides code snippets, regex filter patterns, and IAM execution structures. This is a highly useful reference for engineering teams setting up fast-feedback error loops. #### Multi-Region - - **(2021)** [**Deploying AWS Lambda layers automatically across multiple Regions**](https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-across-multiple-regions) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” This architectural guide explains the automation patterns needed to synchronously compile, version, and distribute AWS Lambda Layers across localized regional namespaces. It details CloudFormation and AWS CodePipeline configuration maps to guarantee runtime parity. The workflow is crucial for disaster recovery schemes and multi-region microservice deployments. + - [Deploying AWS Lambda layers automatically across multiple Regions](https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-across-multiple-regions) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” This architectural guide explains the automation patterns needed to synchronously compile, version, and distribute AWS Lambda Layers across localized regional namespaces. It details CloudFormation and AWS CodePipeline configuration maps to guarantee runtime parity. The workflow is crucial for disaster recovery schemes and multi-region microservice deployments. #### Performance (1) - **(2025)** [AWS Lambda Limits](http://docs.aws.amazon.com/lambda/latest/dg/limits.html) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The authoritative reference for hard and soft resource constraints governing AWS Lambda execution environments, including memory allocation, concurrency limits, and ephemeral storage capacities. It discusses architectural patterns to mitigate these constraints, such as optimizing deployment package sizing. The data provides a critical baseline for architecting resilient and scalable serverless applications. - - **(2022)** [aws.amazon.com: Understanding AWS Lambda scaling and throughput](https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throughput) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This architectural deep-dive breaks down the intricate scaling algorithms governing AWS Lambda, explaining concepts such as burst concurrency quotas, execution environments, and cold start delays. It contrasts synchronous and asynchronous scale-out trajectories to guide engineering teams in resource design. This provides essential knowledge for running high-frequency production systems. - - **(2022)** [aws.amazon.com: New – Accelerate Your Lambda Functions with Lambda SnapStart](https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambda-snapstart) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This announcement introduces AWS Lambda SnapStart, a performance optimization engine designed to drastically reduce Java cold start latency profiles (up to 10x speedup) by leveraging micro-VM snapshotting. It explains how Lambda saves execution snapshots of fully initialized code blocks and restores them on demand. This represents a monumental paradigm shift for Java serverless engineering. - **(2022)** [infoworld.com: AWS Lambda kickstarts Java functions](https://www.infoworld.com/article/2337529/aws-lambda-kickstarts-java-functions.html) [COMMUNITY-TOOL] β€” High-level coverage of AWS Lambda SnapStart integration for JVM applications, analyzing its capability to reduce initialization overhead. It discusses application architecture adjustments required to remain snapshot-safe. It is an excellent analytical review of Java's modern enterprise relevance in serverless stacks. - - **(2021)** [dashbird.io: 4 Tips for AWS Lambda Optimization for Production](https://dashbird.io/blog/optimizing-aws-lambda-for-production) [COMMUNITY-TOOL] β€” Highly actionable technical tips covering memory tuning, global state reuse, connection pooling, and payload size optimization to reduce execution duration and AWS billing. It explains how to programmatically profile function limits to strike an ideal cost-to-performance balance. Crucial operational reading for managing high-volume, production-grade serverless clusters. - - **(2021)** [Achieve up to 34% better price/performance with AWS Lambda Functions powered by AWS Graviton2 processor](https://aws.amazon.com/about-aws/whats-new/2021/09/better-price-performance-aws-lambda-functions-aws-graviton2-processor) [COMMUNITY-TOOL] β€” Details the launch of Arm64-based Graviton2 processing for AWS Lambda executions, outlining massive architectural cost-to-performance optimizations. It walks teams through compiling native binaries for the aarch64 target structure and benchmark comparisons against x86 targets. The migration guide is vital for cost-efficiency scaling strategies in large enterprise pools. + - [dashbird.io: 4 Tips for AWS Lambda Optimization for Production](https://dashbird.io/blog/optimizing-aws-lambda-for-production) [COMMUNITY-TOOL] β€” Highly actionable technical tips covering memory tuning, global state reuse, connection pooling, and payload size optimization to reduce execution duration and AWS billing. It explains how to programmatically profile function limits to strike an ideal cost-to-performance balance. Crucial operational reading for managing high-volume, production-grade serverless clusters. + - [Achieve up to 34% better price/performance with AWS Lambda Functions powered by AWS Graviton2 processor](https://aws.amazon.com/about-aws/whats-new/2021/09/better-price-performance-aws-lambda-functions-aws-graviton2-processor) [COMMUNITY-TOOL] β€” Details the launch of Arm64-based Graviton2 processing for AWS Lambda executions, outlining massive architectural cost-to-performance optimizations. It walks teams through compiling native binaries for the aarch64 target structure and benchmark comparisons against x86 targets. The migration guide is vital for cost-efficiency scaling strategies in large enterprise pools. + - [aws.amazon.com: Understanding AWS Lambda scaling and throughput](https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throughput) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This architectural deep-dive breaks down the intricate scaling algorithms governing AWS Lambda, explaining concepts such as burst concurrency quotas, execution environments, and cold start delays. It contrasts synchronous and asynchronous scale-out trajectories to guide engineering teams in resource design. This provides essential knowledge for running high-frequency production systems. + - [aws.amazon.com: New – Accelerate Your Lambda Functions with Lambda SnapStart](https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambda-snapstart) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This announcement introduces AWS Lambda SnapStart, a performance optimization engine designed to drastically reduce Java cold start latency profiles (up to 10x speedup) by leveraging micro-VM snapshotting. It explains how Lambda saves execution snapshots of fully initialized code blocks and restores them on demand. This represents a monumental paradigm shift for Java serverless engineering. #### REST APIs - - **(2020)** [freecodecamp.org: How to Setup a Basic Serverless REST API with AWS Lambda and API Gateway](https://www.freecodecamp.org/news/how-to-setup-a-basic-serverless-backend-with-aws-lambda-and-api-gateway) [COMMUNITY-TOOL] β€” A detailed tutorial tailored to developers looking to deploy their first REST API endpoints using AWS Lambda and Amazon API Gateway. It guides users through setup, route mapping, and payload parsing. This resource serves as an exceptional onboarding tool for understanding fundamental serverless mechanics. + - [freecodecamp.org: How to Setup a Basic Serverless REST API with AWS Lambda' and API Gateway](https://www.freecodecamp.org/news/how-to-setup-a-basic-serverless-backend-with-aws-lambda-and-api-gateway) [COMMUNITY-TOOL] β€” A detailed tutorial tailored to developers looking to deploy their first REST API endpoints using AWS Lambda and Amazon API Gateway. It guides users through setup, route mapping, and payload parsing. This resource serves as an exceptional onboarding tool for understanding fundamental serverless mechanics. #### Runtimes - **(2024)** [you can use Python with AWS Lambda](http://docs.aws.amazon.com/lambda/latest/dg/lambda-python-how-to-create-deployment-package.html) [DOCUMENTATION] [COMMUNITY-TOOL] β€” This official developer guide provides programmatic blueprints for compiling, packaging, and deploying Python-based application code within AWS Lambda environments. It details the utilization of Lambda Layers to separate dependencies from core logic, alongside structuring zip-deployment artifacts for optimal performance. The technical documentation functions as the baseline standard for serverless Python optimization. #### Security - - **(2021)** [Security Overview of AWS Lambda](https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” This comprehensive security whitepaper explores the micro-VM virtualization boundaries powered by AWS Firecracker that isolate Lambda executions. It details IAM permission scoping, VPC peering mechanisms, data-at-rest encryption protocols, and auditing with AWS CloudTrail. It remains an absolute architectural prerequisite for deploying serverless applications in regulated sectors. - - **(2021)** [aws.amazon.com: Scaling AWS Lambda permissions with Attribute-Based Access Control (ABAC)](https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribute-based-access-control-abac) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains how to integrate Attribute-Based Access Control (ABAC) to enforce flexible, scalable IAM permissions for Lambda workflows based on tags. It contrasts ABAC's administrative ease with traditional RBAC mapping, detailing dynamic security policies that simplify access governance for rapid-growth developer environments. This remains an indispensable resource for multi-tenant cloud operations. + - [Security Overview of AWS Lambda](https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” This comprehensive security whitepaper explores the micro-VM virtualization boundaries powered by AWS Firecracker that isolate Lambda executions. It details IAM permission scoping, VPC peering mechanisms, data-at-rest encryption protocols, and auditing with AWS CloudTrail. It remains an absolute architectural prerequisite for deploying serverless applications in regulated sectors. + - [aws.amazon.com: Scaling AWS Lambda permissions with Attribute-Based Access' Control (ABAC)](https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribute-based-access-control-abac) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains how to integrate Attribute-Based Access Control (ABAC) to enforce flexible, scalable IAM permissions for Lambda workflows based on tags. It contrasts ABAC's administrative ease with traditional RBAC mapping, detailing dynamic security policies that simplify access governance for rapid-growth developer environments. This remains an indispensable resource for multi-tenant cloud operations. #### Storage (1) - - **(2020)** [Using Amazon EFS for AWS Lambda in your serverless applications](https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This technical AWS blog post details the integration of AWS Lambda with Amazon Elastic File System (EFS) to achieve highly available, multi-AZ shared persistent storage. It describes how to bypass traditional zip limits and enable data-intensive use cases, such as machine learning inference or large file processing, directly within serverless execution runtimes. The pattern represents a key evolution in handling stateful serverless computing. + - [Using Amazon EFS for AWS Lambda in your serverless applications](https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This technical AWS blog post details the integration of AWS Lambda with Amazon Elastic File System (EFS) to achieve highly available, multi-AZ shared persistent storage. It describes how to bypass traditional zip limits and enable data-intensive use cases, such as machine learning inference or large file processing, directly within serverless execution runtimes. The pattern represents a key evolution in handling stateful serverless computing. ### AWS SAM #### DevOps (1) - - **(2022)** [dev.to/aws-builders: Introduction to AWS SAM (Serverless Application Model)](https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model-12oc) [COMMUNITY-TOOL] β€” An introductory developer guide detailing the AWS Serverless Application Model (SAM) structure, syntax, and CLI environment options. It highlights how local docker runtimes replicate Lambda execution spaces, assisting local debugging tasks before publishing to the cloud. This serves as a great onboarding resource for new serverless practitioners. + - [dev.to/aws-builders: Introduction to AWS SAM (Serverless Application Model)](https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model-12oc) [COMMUNITY-TOOL] β€” An introductory developer guide detailing the AWS Serverless Application Model (SAM) structure, syntax, and CLI environment options. It highlights how local docker runtimes replicate Lambda execution spaces, assisting local debugging tasks before publishing to the cloud. This serves as a great onboarding resource for new serverless practitioners. ### Architecture #### Anti-Patterns - - **(2019)** [Issues to Avoid When Implementing Serverless Architecture with AWS Lambda](https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-serverless-architecture-with-lambda) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An essential post detailing common anti-patterns in serverless configurations, such as recursive loops, overly restrictive security groups, and over-provisioned memory setups. It provides actionable remediation advice to avoid cost surges and operational lockups. This remains a cornerstone compliance and design document for cloud governance teams. + - [Issues to Avoid When Implementing Serverless Architecture with AWS Lambda](https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-serverless-architecture-with-lambda) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An essential post detailing common anti-patterns in serverless configurations, such as recursive loops, overly restrictive security groups, and over-provisioned memory setups. It provides actionable remediation advice to avoid cost surges and operational lockups. This remains a cornerstone compliance and design document for cloud governance teams. #### Databases - - **(2022)** [theserverlessmindset.com: Choosing the Best Database for Your Serverless Project](https://www.theserverlessmindset.com/p/best-serverless-database) [COMMUNITY-TOOL] β€” A critical comparison of relational versus non-relational database architectures inside serverless execution models. It analyzes the specific connection pooling challenges inherent to stateless environments, highlighting solutions like AWS RDS Proxy, DynamoDB, and PlanetScale. This is a foundational guide for modern software architects planning data tiers. + - [theserverlessmindset.com: Choosing the Best Database for Your Serverless' Project](https://www.theserverlessmindset.com/p/best-serverless-database) [COMMUNITY-TOOL] β€” A critical comparison of relational versus non-relational database architectures inside serverless execution models. It analyzes the specific connection pooling challenges inherent to stateless environments, highlighting solutions like AWS RDS Proxy, DynamoDB, and PlanetScale. This is a foundational guide for modern software architects planning data tiers. #### Foundations (1) - **(2017)** [Serverless: The Future of Software Architecture?](https://acg-notice.pluralsight.com/#.uk7setw47) [COMMUNITY-TOOL] β€” This theoretical overview outlines the core tenants of FaaS (Function-as-a-Service) and its architectural promise of eliminating infrastructure management. It discusses initial constraints around execution limits, persistent state handling, and cold start latency profiles. The document serves as an analytical retrospect of serverless market expectations and early adoption drivers. @@ -108,47 +107,47 @@ #### DevOps (2) - - **(2021)** [Introducing AWS SAM Pipelines: Automatically generate deployment pipelines for serverless applications](https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications) [COMMUNITY-TOOL] β€” A release announcement and tutorial introducing AWS SAM Pipelines, a feature designed to bootstrap CI/CD pipelines across major platforms (GitHub Actions, GitLab, Jenkins) using native serverless templates. It highlights patterns for multi-account isolation and secure credential provisioning within build jobs. Essential for teams standardizing automated deployment paths for serverless code bases. - - **(2021)** [Simplify CI/CD configuration for serverless applications and your favorite CI/CD system β€” Public Preview](https://aws.amazon.com/about-aws/whats-new/2021/07/simplify-ci-cd-configuration-serverless-applications-your-favorite-ci-cd-system-public-preview) [COMMUNITY-TOOL] β€” An official feature announcement marking the public availability of streamlined multi-environment CI/CD generation tools inside the AWS Serverless Application Model (SAM). The utility minimizes the boilerplate code needed to build, test, and package serverless deliverables. It represents a significant step forward in optimizing developer inner loops. + - [Introducing AWS SAM Pipelines: Automatically generate deployment pipelines' for serverless applications](https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications) [COMMUNITY-TOOL] β€” A release announcement and tutorial introducing AWS SAM Pipelines, a feature designed to bootstrap CI/CD pipelines across major platforms (GitHub Actions, GitLab, Jenkins) using native serverless templates. It highlights patterns for multi-account isolation and secure credential provisioning within build jobs. Essential for teams standardizing automated deployment paths for serverless code bases. + - [Simplify CI/CD configuration for serverless applications and your favorite CI/CD system β€” Public Preview](https://aws.amazon.com/about-aws/whats-new/2021/07/simplify-ci-cd-configuration-serverless-applications-your-favorite-ci-cd-system-public-preview) [COMMUNITY-TOOL] β€” An official feature announcement marking the public availability of streamlined multi-environment CI/CD generation tools inside the AWS Serverless Application Model (SAM). The utility minimizes the boilerplate code needed to build, test, and package serverless deliverables. It represents a significant step forward in optimizing developer inner loops. ### Event-Driven (1) #### Patterns - - **(2022)** [dev.to: Event driven architectures using AWS with example](https://dev.to/aws-builders/event-driven-architectures-using-aws-with-example-3d2d) [COMMUNITY-TOOL] β€” A walkthrough demonstrating modern event-driven designs inside AWS utilizing S3, EventBridge, and Lambda functions to process user events asynchronously. It includes architectural workflow maps and discusses standard retry strategies. It serves as an accessible introduction to designing non-blocking serverless architectures. + - [dev.to: Event driven architectures using AWS with example](https://dev.to/aws-builders/event-driven-architectures-using-aws-with-example-3d2d) [COMMUNITY-TOOL] β€” A walkthrough demonstrating modern event-driven designs inside AWS utilizing S3, EventBridge, and Lambda functions to process user events asynchronously. It includes architectural workflow maps and discusses standard retry strategies. It serves as an accessible introduction to designing non-blocking serverless architectures. #### Webhooks - - **(2021)** [dev.to: Manage webhooks at scale with AWS Serverless](https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof) [COMMUNITY-TOOL] β€” A developer guide on engineering highly resilient, scale-out webhook processing systems using AWS API Gateway, SQS queues, and downstream Lambda consumers. The architecture successfully isolates heavy spikes in webhook ingress payloads from crashing transactional database systems. It is an excellent architectural reference for third-party API integrations. + - [dev.to: Manage webhooks at scale with AWS Serverless](https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof) [COMMUNITY-TOOL] β€” A developer guide on engineering highly resilient, scale-out webhook processing systems using AWS API Gateway, SQS queues, and downstream Lambda consumers. The architecture successfully isolates heavy spikes in webhook ingress payloads from crashing transactional database systems. It is an excellent architectural reference for third-party API integrations. ### Go #### Security (1) - - **(2021)** [aidansteele/secretsctx](https://github.com/aidansteele/secretsctx) [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” A custom Go-based runtime library designed to inject dynamic secrets from external storage layers directly into context-aware serverless pipelines. By managing runtime secret validation outside main configuration structures, it significantly reduces code complexity. An advanced utility for Go engineering teams looking to implement strict secret management. + - [aidansteele/secretsctx](https://github.com/aidansteele/secretsctx) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A custom Go-based runtime library designed to inject dynamic secrets from external storage layers directly into context-aware serverless pipelines. By managing runtime secret validation outside main configuration structures, it significantly reduces code complexity. An advanced utility for Go engineering teams looking to implement strict secret management. ### GraphQL #### Security (2) - - **(2021)** [How to enforce user quota on AWS AppSync with Lambda Authorizer](https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-with-lambda-authorizer) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This article outlines structural methodologies to construct custom GraphQL traffic filters using Lambda Authorizers attached to AWS AppSync. It demonstrates the collection of API invocation metrics, user credential tracking, and real-time rate enforcement strategies. It acts as an authoritative template for managing GraphQL rate limit topologies. + - [How to enforce user quota on AWS AppSync with Lambda Authorizer](https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-with-lambda-authorizer) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This article outlines structural methodologies to construct custom GraphQL traffic filters using Lambda Authorizers attached to AWS AppSync. It demonstrates the collection of API invocation metrics, user credential tracking, and real-time rate enforcement strategies. It acts as an authoritative template for managing GraphQL rate limit topologies. ### Microservices #### Caching - - **(2019)** [Data Caching Across Microservices in a Serverless Architecture](https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a-serverless-architecture) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This architectural pattern guide presents strategies for implementing caching mechanisms across high-concurrency serverless microservices. It assesses the utilization of Amazon ElastiCache (Redis) clusters and DynamoDB DAX inside Lambda-orchestrated APIs to optimize throughput. The resource provides practical workarounds for managing persistence connections in highly ephemeral container lifecycles. + - [Data Caching Across Microservices in a Serverless Architecture](https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a-serverless-architecture) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This architectural pattern guide presents strategies for implementing caching mechanisms across high-concurrency serverless microservices. It assesses the utilization of Amazon ElastiCache (Redis) clusters and DynamoDB DAX inside Lambda-orchestrated APIs to optimize throughput. The resource provides practical workarounds for managing persistence connections in highly ephemeral container lifecycles. ### Orchestration #### Workflows - - **(2025)** [AWS Step Functions](https://aws.amazon.com/step-functions) [DOCUMENTATION] [COMMUNITY-TOOL] β€” The authoritative reference for AWS Step Functions, a visual state machine orchestrator that coordinates distributed applications and microservices processes. It covers error-handling primitives, parallel execution, and direct SDK integration patterns. This represents the primary paradigm for designing complex serverless workflow patterns. + - [AWS Step Functions](https://aws.amazon.com/step-functions) [DOCUMENTATION] [COMMUNITY-TOOL] β€” The authoritative reference for AWS Step Functions, a visual state machine orchestrator that coordinates distributed applications and microservices processes. It covers error-handling primitives, parallel execution, and direct SDK integration patterns. This represents the primary paradigm for designing complex serverless workflow patterns. ### Resources #### Video Channels - - **(2024)** [Youtube channel: AWS Serverless](https://www.youtube.com/channel/UC_vJsnqdpuEoRseFmlkHMkA) [COMMUNITY-TOOL] β€” A specialized developer video repository aggregating educational content on serverless design, feature announcements, and live-coding sessions with AWS advocates. Key modules cover EventBridge routing, step functions, and optimization patterns. This serves as a vital dynamic resource hub for engineers looking to track ecosystem updates. + - [Youtube channel: AWS Serverless](https://www.youtube.com/channel/UC_vJsnqdpuEoRseFmlkHMkA) [COMMUNITY-TOOL] β€” A specialized developer video repository aggregating educational content on serverless design, feature announcements, and live-coding sessions with AWS advocates. Key modules cover EventBridge routing, step functions, and optimization patterns. This serves as a vital dynamic resource hub for engineers looking to track ecosystem updates. ### Terraform #### DevOps (3) - - **(2022)** [terrateam.io: AWS Lambda Function with Terraform](https://terrateam.io/blog/aws-lambda-function-with-terraform) [COMMUNITY-TOOL] β€” A comprehensive operational guide explaining how to declare, compile, and manage AWS Lambda functions natively within Terraform infrastructure-as-code patterns. It maps IAM role dependencies, source code hash tracking, and automated zip compilation cycles. This is an essential blueprint for teams prioritizing Terraform-centric CI/CD environments. + - [terrateam.io: AWS Lambda Function with Terraform](https://terrateam.io/blog/aws-lambda-function-with-terraform) [COMMUNITY-TOOL] β€” A comprehensive operational guide explaining how to declare, compile, and manage AWS Lambda functions natively within Terraform infrastructure-as-code patterns. It maps IAM role dependencies, source code hash tracking, and automated zip compilation cycles. This is an essential blueprint for teams prioritizing Terraform-centric CI/CD environments. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-spain.md b/v2-docs/aws-spain.md index 27fb9340..146127d1 100644 --- a/v2-docs/aws-spain.md +++ b/v2-docs/aws-spain.md @@ -9,17 +9,17 @@ #### AWS Spain - - **(2022)** [**AWS en EspaΓ±a**](https://aws.amazon.com/es/local/spain) [SPANISH CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official landing portal for Amazon Web Services in Spain, serving as the central reference for localized regulations, sovereign cloud options, and low-latency regional services. - **(2026)** [RESOURCE HUB: Eventos y webinars de AWS](https://aws.amazon.com/events) 🌟🌟 [EMERGING] [GUIDE] β€” A real-time directory listing official AWS events, workshops, and webinars. Ideal for continuous training and tracking emerging AWS service updates. + - [AWS en EspaΓ±a](https://aws.amazon.com/es/local/spain) [SPANISH CONTENT] [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Official landing portal for Amazon Web Services in Spain, serving as the central reference for localized regulations, sovereign cloud options, and low-latency regional services. #### Case Studies - **(2022)** [aboutamazon.es: AWS acelera la apertura de la RegiΓ³n AWS Europa (EspaΓ±a) para apoyar la transformaciΓ³n digital de EspaΓ±a](https://www.aboutamazon.es/noticias/aws/la-region-aws-europa-espana-apoya-la-transformacion-digital-en-el-pais) [SPANISH CONTENT] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Official AWS press release explaining the accelerated opening of the AWS Europe (Spain) Region. Highlighted benefits include local digital transformation and sovereign compliance. - - **(2022)** [techunwrapped.com: Spain becomes a Cloud Region in 2022](https://techunwrapped.com/spain-becomes-a-cloud-region-in-2022) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Technical news review marking Spain's official launch as an active Cloud Region in 2022. It covers the latency implications and the expansion of sovereign infrastructure for EU businesses. - - **(2019)** [xataka.com: Por quΓ© Amazon ha elegido AragΓ³n para instalar sus tres primeros centros de datos en EspaΓ±a](https://www.xataka.com/servicios/que-amazon-ha-elegido-aragon-para-instalar-sus-tres-primeros-centros-datos-espana) [SPANISH CONTENT] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Detailed journalistic analysis examining why AWS selected the Aragon region for its initial three Spanish data centers. Excellent strategic reading on sovereign infrastructure decisions and geopolitical power mapping. + - [xataka.com: Por quΓ© Amazon ha elegido AragΓ³n para instalar sus tres primeros' centros de datos en EspaΓ±a](https://www.xataka.com/servicios/que-amazon-ha-elegido-aragon-para-instalar-sus-tres-primeros-centros-datos-espana) [SPANISH CONTENT] [CASE STUDY] [COMMUNITY-TOOL] β€” Detailed journalistic analysis examining why AWS selected the Aragon region for its initial three Spanish data centers. Excellent strategic reading on sovereign infrastructure decisions and geopolitical power mapping. + - [techunwrapped.com: Spain becomes a Cloud Region in 2022](https://techunwrapped.com/spain-becomes-a-cloud-region-in-2022) [CASE STUDY] [COMMUNITY-TOOL] β€” Technical news review marking Spain's official launch as an active Cloud Region in 2022. It covers the latency implications and the expansion of sovereign infrastructure for EU businesses. #### Networking - - **(2023)** [**AWS Transit Gateway is now available in Europe (Spain) Region**](https://aws.amazon.com/about-aws/whats-new/2023/04/aws-transit-gateway-europe-spain-region) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” AWS announcement declaring the availability of Transit Gateway in the Europe (Spain) region. Enables cloud architects to build highly scalable hub-and-spoke virtual private networks natively. + - [AWS Transit Gateway is now available in Europe (Spain) Region](https://aws.amazon.com/about-aws/whats-new/2023/04/aws-transit-gateway-europe-spain-region) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” AWS announcement declaring the availability of Transit Gateway in the Europe (Spain) region. Enables cloud architects to build highly scalable hub-and-spoke virtual private networks natively. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-storage.md b/v2-docs/aws-storage.md index 374135b2..ff25917b 100644 --- a/v2-docs/aws-storage.md +++ b/v2-docs/aws-storage.md @@ -9,59 +9,41 @@ #### Amazon EBS - - **(2022)** [devopscube.com: How to Automate EBS Snapshot Creation, Retention and Deletion](https://devopscube.com/automate-ebs-snapshot-creation-deletion) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains various mechanisms for lifecycle management of AWS EBS snapshots. Covers automated configuration using Amazon DLM (Data Lifecycle Manager), custom Lambda functions, and AWS CLI scripts. - - **(2021)** [percona.com: Performance of Various EBS Storage Types in AWS](https://www.percona.com/blog/performance-of-various-ebs-storage-types-in-aws) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An in-depth performance analysis of EBS volume classes (gp2, gp3, io2, etc.) when hosting database engines. Contains IOPS benchmarking, throughput limits, and cost-efficiency matrices vital for database architects. - - **(2021)** [dev.to: Adding an EBS volume to a running AWS EC2 Instance](https://dev.to/aws-builders/adding-an-ebs-volume-to-a-running-aws-ec2-instance-311l) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A step-by-step tutorial on attaching, partition formatting (ext4/xfs), and mounting a new EBS volume onto an active Linux EC2 instance without triggering server downtime. - - **(2017)** [How to Build Sparse EBS Volumes for Fun and Easy Snapshotting](https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-easy-snapshotting) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An advanced architectural post detailing how to create sparse files inside loop devices on EBS volumes to minimize storage footprints. Analyzes the financial and performance benefits of sparse block allocations during automated snapshots. + - [How to Build Sparse EBS Volumes for Fun and Easy Snapshotting](https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-easy-snapshotting) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced architectural post detailing how to create sparse files inside loop devices on EBS volumes to minimize storage footprints. Analyzes the financial and performance benefits of sparse block allocations during automated snapshots. + - [devopscube.com: How to Automate EBS Snapshot Creation, Retention and Deletion](https://devopscube.com/automate-ebs-snapshot-creation-deletion) [COMMUNITY-TOOL] β€” Explains various mechanisms for lifecycle management of AWS EBS snapshots. Covers automated configuration using Amazon DLM (Data Lifecycle Manager), custom Lambda functions, and AWS CLI scripts. + - [percona.com: Performance of Various EBS Storage Types in AWS](https://www.percona.com/blog/performance-of-various-ebs-storage-types-in-aws) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth performance analysis of EBS volume classes (gp2, gp3, io2, etc.) when hosting database engines. Contains IOPS benchmarking, throughput limits, and cost-efficiency matrices vital for database architects. + - [dev.to: Adding an EBS volume to a running AWS EC2 Instance](https://dev.to/aws-builders/adding-an-ebs-volume-to-a-running-aws-ec2-instance-311l) [COMMUNITY-TOOL] β€” A step-by-step tutorial on attaching, partition formatting (ext4/xfs), and mounting a new EBS volume onto an active Linux EC2 instance without triggering server downtime. #### Amazon EFS - - **(2021)** [Amazon Elastic File System triples read throughput](https://aws.amazon.com/about-aws/whats-new/2021/01/amazon-elastic-file-system-triples-read-throughput) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Announcement detailing architectural performance enhancements to AWS EFS. Details how the platform tripled read limits, providing immediate benefits to read-heavy workloads like distributed machine learning or CMS host arrays. - - **(2021)** [infoq.com: AWS Transfer Family Introduces Support for EFS](https://www.infoq.com/news/2021/01/aws-transfer-ftp-efs) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Reports on the strategic integration between AWS Transfer Family (SFTP/FTPS/FTP) and EFS. Enables developers to expose shared file systems securely directly to remote partners without managing SFTP instance clusters. - - **(2016)** [EFS Elastic File System](https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-production-ready-in-three-regions) 🌟🌟🌟 [COMMUNITY-TOOL] β€” The historic production-ready announcement of AWS Elastic File System (EFS). Establishes the core characteristics of shared NFS storage scaling dynamically for concurrent EC2/container instances. + - [EFS Elastic File System](https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-production-ready-in-three-regions) [COMMUNITY-TOOL] β€” The historic production-ready announcement of AWS Elastic File System (EFS). Establishes the core characteristics of shared NFS storage scaling dynamically for concurrent EC2/container instances. + - [Amazon Elastic File System triples read throughput](https://aws.amazon.com/about-aws/whats-new/2021/01/amazon-elastic-file-system-triples-read-throughput) [COMMUNITY-TOOL] β€” Announcement detailing architectural performance enhancements to AWS EFS. Details how the platform tripled read limits, providing immediate benefits to read-heavy workloads like distributed machine learning or CMS host arrays. + - [infoq.com: AWS Transfer Family Introduces Support for EFS](https://www.infoq.com/news/2021/01/aws-transfer-ftp-efs) [COMMUNITY-TOOL] β€” Reports on the strategic integration between AWS Transfer Family (SFTP/FTPS/FTP) and EFS. Enables developers to expose shared file systems securely directly to remote partners without managing SFTP instance clusters. #### Amazon S3 - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [S3 FAQ](https://aws.amazon.com/s3/faqs) | | Amazon S3 | English | 🌟🌟🌟🌟🌟 | - | [cloudkatha.com: Is S3 Region Specific or Global? What do you think?](https://cloudkatha.com/is-s3-region-specific-or-global-what-do-you-think) | | Amazon S3 | English | 🌟🌟🌟 | - | [cloudkatha.com: This is why S3 Bucket Names are unique Globally](https://cloudkatha.com/why-s3-bucket-names-are-unique-globally) | | Amazon S3 | English | 🌟🌟🌟 | - | [cloudkatha.com: AWS S3 Storage Classes: Everything You Need to Know](https://cloudkatha.com/aws-s3-storage-classes-everything-you-need-to-know) | | Amazon S3 | English | 🌟🌟🌟 | - | [acloudguru.com: S3 Glacier Instant Retrieval deep dive: Which S3 Storage Class is right for me?](https://www.pluralsight.com/resources/blog/cloud/s3-glacier-instant-retrieval-deep-dive-which-s3-storage-class-is-right-for-me) | | Amazon S3 | English | 🌟🌟🌟 | - | [A step-by-step guide to synchronize data between Amazon S3 buckets](https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-between-amazon-s3-buckets) | | Amazon S3 | English | 🌟🌟🌟 | - - - **(2026)** [==S3 FAQ==](https://aws.amazon.com/s3/faqs) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official AWS documentation addressing technical details of Simple Storage Service (S3). Provides absolute specifications for consistency models, replication capabilities, access control lists, and durability guarantees. - - **(2022)** [cloudkatha.com: Is S3 Region Specific or Global? What do you think?](https://cloudkatha.com/is-s3-region-specific-or-global-what-do-you-think) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Clarifies the architectural paradox of Amazon S3's namespace being globally unique while data is stored physically in regional clusters. Details the implications on DNS, endpoint routing, and latency. - - **(2022)** [cloudkatha.com: This is why S3 Bucket Names are unique Globally](https://cloudkatha.com/why-s3-bucket-names-are-unique-globally) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores the technical constraints under the hood that necessitate globally unique S3 bucket names. Outlines DNS mapping to S3 regional endpoints and the routing restrictions of the HTTP REST API. - - **(2022)** [cloudkatha.com: AWS S3 Storage Classes: Everything You Need to Know](https://cloudkatha.com/aws-s3-storage-classes-everything-you-need-to-know) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A complete comparative guide to S3 Storage Classes, detailing Standard, Intelligent-Tiering, Standard-IA, One Zone-IA, and Glacier options. Analyzes pricing structures, retrieval latency, and redundancy across availability zones. + - **(2023)** [**blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide**](https://awsfundamentals.com/blog/aws-s3-sync) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A detailed, high-density guide on utilizing the aws s3 sync CLI command. Includes performance tuning parameters like concurrency configs, exclusion patterns, and handling large scales securely. - **(2021)** [acloudguru.com: S3 Glacier Instant Retrieval deep dive: Which S3 Storage Class is right for me?](https://www.pluralsight.com/resources/blog/cloud/s3-glacier-instant-retrieval-deep-dive-which-s3-storage-class-is-right-for-me) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A deep dive into S3 Glacier Instant Retrieval, analyzing costs and access latency. Explains the strategic sweet spot of the tier for archival data that requires millisecond retrieval speeds without standard Glacier delays. - - **(2020)** [A step-by-step guide to synchronize data between Amazon S3 buckets](https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-between-amazon-s3-buckets) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official AWS blog showing patterns for cross-bucket data synchronization. Compares the use of AWS CLI Sync, S3 Batch Operations, and S3 Same-Region / Cross-Region Replication (SRR/CRR) for diverse use cases. + - [S3 FAQ](https://aws.amazon.com/s3/faqs) [DOCUMENTATION] [DE FACTO STANDARD] β€” The official AWS documentation addressing technical details of Simple Storage Service (S3). Provides absolute specifications for consistency models, replication capabilities, access control lists, and durability guarantees. + - [cloudkatha.com: Is S3 Region Specific or Global? What do you think?](https://cloudkatha.com/is-s3-region-specific-or-global-what-do-you-think) [COMMUNITY-TOOL] β€” Clarifies the architectural paradox of Amazon S3's namespace being globally unique while data is stored physically in regional clusters. Details the implications on DNS, endpoint routing, and latency. + - [cloudkatha.com: This is why S3 Bucket Names are unique Globally](https://cloudkatha.com/why-s3-bucket-names-are-unique-globally) [COMMUNITY-TOOL] β€” Explores the technical constraints under the hood that necessitate globally unique S3 bucket names. Outlines DNS mapping to S3 regional endpoints and the routing restrictions of the HTTP REST API. + - [cloudkatha.com: AWS S3 Storage Classes: Everything You Need to Know](https://cloudkatha.com/aws-s3-storage-classes-everything-you-need-to-know) [COMMUNITY-TOOL] β€” A complete comparative guide to S3 Storage Classes, detailing Standard, Intelligent-Tiering, Standard-IA, One Zone-IA, and Glacier options. Analyzes pricing structures, retrieval latency, and redundancy across availability zones. + - [A step-by-step guide to synchronize data between Amazon S3 buckets](https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-between-amazon-s3-buckets) [COMMUNITY-TOOL] β€” Official AWS blog showing patterns for cross-bucket data synchronization. Compares the use of AWS CLI Sync, S3 Batch Operations, and S3 Same-Region / Cross-Region Replication (SRR/CRR) for diverse use cases. #### Analytics - - **(2021)** [Monitor Amazon S3 activity using S3 server access logs and Pandas in Python](https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server-access-logs-and-pandas-in-python) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Shows how to parse raw S3 access logs using Python and Pandas. Walks through identifying bad actors, evaluating storage patterns, and monitoring data transfer metrics for cost control. + - [Monitor Amazon S3 activity using S3 server access logs and Pandas in Python](https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server-access-logs-and-pandas-in-python) [COMMUNITY-TOOL] β€” Shows how to parse raw S3 access logs using Python and Pandas. Walks through identifying bad actors, evaluating storage patterns, and monitoring data transfer metrics for cost control. #### Hybrid Cloud - - **(2021)** [Connect Amazon S3 File Gateway using AWS PrivateLink for Amazon S3](https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-using-aws-privatelink-for-amazon-s3) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Architectural post detailing how to establish a secure, private connection from on-premises Storage Gateways to S3 via AWS PrivateLink. Prevents traffic traversal over the public internet, satisfying rigorous enterprise compliance models. + - [Connect Amazon S3 File Gateway using AWS PrivateLink for Amazon S3](https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-using-aws-privatelink-for-amazon-s3) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural post detailing how to establish a secure, private connection from on-premises Storage Gateways to S3 via AWS PrivateLink. Prevents traffic traversal over the public internet, satisfying rigorous enterprise compliance models. ### High Availability #### Multi-Region - - **(2022)** [**Building an active-active, latency-based application across multiple Regions 🌟**](https://aws.amazon.com/blogs/storage/building-an-active-active-latency-based-application-across-multiple-regions) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An elite architectural blueprint for active-active multi-region AWS applications. Uses S3 Cross-Region Replication (CRR), Route 53 latency-based routing, and DynamoDB Global Tables to design highly resilient services. + - [Building an active-active, latency-based application across multiple Regions 🌟](https://aws.amazon.com/blogs/storage/building-an-active-active-latency-based-application-across-multiple-regions) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An elite architectural blueprint for active-active multi-region AWS applications. Uses S3 Cross-Region Replication (CRR), Route 53 latency-based routing, and DynamoDB Global Tables to design highly resilient services. ### Object Storage #### MinIO - **(2022)** [**blog.min.io: Certificate-based Authentication for S3**](https://www.min.io/blog/certificate-based-authentication-with-s3) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explains how to implement robust Mutual TLS (mTLS) and client certificate-based authentication with MinIO. Outlines secure key exchanges and architectural mapping of certificates to IAM policies. -### Storage - -#### Distributed Filesystems - - - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) ⭐ 16621 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The industry-standard unified, distributed storage system designed to provide excellent performance, reliability, and scalability. - -* Provides object, block, and file storage within a single cluster. -* Acts as a foundational storage engine for large-scale Kubernetes PV platforms (Rook-Ceph) and private clouds. --- -πŸ’‘ **Explore Related:** [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) | [Aws Spain](./aws-spain.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-tools-scripts.md b/v2-docs/aws-tools-scripts.md index a0772dce..70b33ad7 100644 --- a/v2-docs/aws-tools-scripts.md +++ b/v2-docs/aws-tools-scripts.md @@ -3,26 +3,41 @@ !!! info "Architectural Context" Detailed reference for Aws Tools Scripts in the context of Cloud Providers (Hyperscalers). -## Cloud Infrastructure +## Standard Reference -### AWS + - [AWS IP inventory](https://github.com/okelet/awsipinventory) [COMMUNITY-TOOL] + - [dev.to: How to Copy a Security Group with Rules from one AWS Account to' Another account](https://dev.to/dineshrathee12/how-to-copy-a-security-group-with-rules-from-one-aws-account-to-another-account-36mb) [COMMUNITY-TOOL] + - [github.com/awslabs/assisted-log-enabler-for-aws: Assisted Log Enabler -' Find resources that are not logging, and turn them on](https://github.com/awslabs/assisted-log-enabler-for-aws) ⭐ 274 [COMMUNITY-TOOL] + - [saml-to/assume-aws-role-action](https://github.com/saml-to/assume-aws-role-action) ⭐ 182 [COMMUNITY-TOOL] + - [github.com/Levi-Michael/boto3-ec2-s3-management: A python tools base on' AWS boto3 for manage ec2 and s3 buckets](https://github.com/Levi-Michael/boto3-ec2-s3-management) [COMMUNITY-TOOL] + - [github.com/cavaliercoder/vpc-free](https://github.com/cavaliercoder/vpc-free) ⭐ 60 [COMMUNITY-TOOL] + - [OpenSource at AWS](https://aws.github.io) [COMMUNITY-TOOL] + - [Floci - An AWS Local Emulator Alternative](https://github.com/floci-io/floci) ⭐ 12740 [ENTERPRISE-STABLE] + - [awslabs/aws-cloudsaga: AWS CloudSaga - Simulate security events in AWS](https://github.com/awslabs/aws-cloudsaga) ⭐ 475 [COMMUNITY-TOOL] + - [willdady/aws-resource-based-policy-collector: AWS resource-based policy' collector](https://github.com/willdady/aws-resource-based-policy-collector) ⭐ 24 [COMMUNITY-TOOL] + - [github.com/ualter: AwsBe](https://github.com/ualter/awsbe-site) [COMMUNITY-TOOL] + - [github.com/awslabs/amazon-s3-tar-tool: Amazon S3 Tar Tool](https://github.com/awslabs/amazon-s3-tar-tool) ⭐ 232 [COMMUNITY-TOOL] + - [github.com/aws-samples/aws-cdk-stack-builder-tool](https://github.com/aws-samples/aws-cdk-stack-builder-tool) ⭐ 202 [COMMUNITY-TOOL] + - [github.com/infrahouse/infrahouse-toolkit](https://github.com/infrahouse/infrahouse-toolkit) ⭐ 74 [COMMUNITY-TOOL] + - [dev.to: Continuous Integration and Deployment on AWS - and a wishlist' for CI/CD Tools on AWS](https://dev.to/aws-builders/continuous-integration-and-deployment-on-aws-and-a-wishlist-for-cicd-tools-on-aws-5a13) [COMMUNITY-TOOL] + - [AWS Toolkits for Cloud9, JetBrains and VS Code now support interaction with over 200 new resource types 🌟](https://aws.amazon.com/about-aws/whats-new/2021/11/aws-toolkits-cloud9-jetbrains-vs-code) [COMMUNITY-TOOL] + - [AWS Management Tools Blog](https://aws.amazon.com/blogs/mt) [COMMUNITY-TOOL] + - [Metabadger](https://github.com/salesforce/metabadger) ⭐ 143 [COMMUNITY-TOOL] + - [Amazon CLI Documentation](https://aws.amazon.com/cli) [COMMUNITY-TOOL] + - [Announcing the end of support for Python 2.7 in the AWS SDK for Python and AWS CLI v1](https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-python-2-7-in-aws-sdk-for-python-and-aws-cli-v1) [COMMUNITY-TOOL] + - [AWS SDK for Java](https://aws.amazon.com/sdk-for-java) [COMMUNITY-TOOL] + - [dev.to/franciscogm: AWS CLI SSO made easy](https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9) [COMMUNITY-TOOL] + - [genbeta.com: Amazon lanza CodeWhisperer, su propia alternativa a GitHub' Copilot… que no insertarΓ‘ cΓ³digo ya licenciado sin avisar](https://www.genbeta.com/desarrollo/amazon-lanza-codewhisperer-su-propia-alternativa-a-github-copilot-que-no-insertara-codigo-licenciado-avisar) [COMMUNITY-TOOL] + - [aws.amazon.com/blogs: Introducing Amazon CodeWhisperer for command line](https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line) [COMMUNITY-TOOL] + - [ec2-spot-converter](https://github.com/jcjorel/ec2-spot-converter) ⭐ 199 [COMMUNITY-TOOL] + - [techcrunch.com: Vantage makes managing AWS easier](https://techcrunch.com/2021/01/12/vantage-makes-managing-aws-easier) [COMMUNITY-TOOL] + - [vantage.sh](https://www.vantage.sh) [COMMUNITY-TOOL] + - [github.com/one2nc/cloudlens 🌟](https://github.com/one2nc/cloudlens) ⭐ 590 [COMMUNITY-TOOL] + - [Amazon CodeCatalyst](https://codecatalyst.aws/explore) [COMMUNITY-TOOL] + - [github.com/Reaimua/AWS-CLI-Uploader-Project](https://github.com/Reaimua/AWS-CLI-Uploader-Project) [COMMUNITY-TOOL] + - [github.com/welldone-cloud/aws-list-resources](https://github.com/welldone-cloud/aws-list-resources) ⭐ 183 [COMMUNITY-TOOL] -#### Asset Management - - - **(2021)** [Querying AWS at scale across APIs, Regions, and accounts](https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-regions-and-accounts) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An AWS blog post analyzing strategies and open-source tools (like Steampipe) to query and audit AWS resources at massive multi-region, multi-account scales. It breaks down API rate-limiting workarounds and security posture assessment methodologies. -### AWS Storage - -#### Amazon S3 - - - **(2023)** [**blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide**](https://awsfundamentals.com/blog/aws-s3-sync) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A detailed, high-density guide on utilizing the aws s3 sync CLI command. Includes performance tuning parameters like concurrency configs, exclusion patterns, and handling large scales securely. -## Cloud Security - -### Asset Management (1) - -#### Infrastructure-as-Code - - - **(2026)** [**steampipe 🌟**](https://steampipe.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A zero-dependency CLI tool that allows querying of APIs and cloud infrastructure (AWS, Azure, GitHub, etc.) dynamically using Postgres-compatible SQL. It simplifies cloud infrastructure compliance, security audits, and resource inspection by exposing multi-platform APIs as regular database tables. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Databases](./aws-databases.md) | [Aws Spain](./aws-spain.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws-training.md b/v2-docs/aws-training.md index 5d3fa9a0..1c31f070 100644 --- a/v2-docs/aws-training.md +++ b/v2-docs/aws-training.md @@ -9,47 +9,41 @@ #### AWS CDK - - **(2021)** [New digital course and lab: AWS Cloud Development Kit (CDK) Primer](https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer) [COMMUNITY-TOOL] [GUIDE] β€” An official AWS educational lab covering foundations of the Cloud Development Kit. Focuses on writing structural patterns to deploy secure multi-tier cloud environments using object-oriented languages. + - [New digital course and lab: AWS Cloud Development Kit (CDK) Primer](https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer) [COMMUNITY-TOOL] [GUIDE] β€” An official AWS educational lab covering foundations of the Cloud Development Kit. Focuses on writing structural patterns to deploy secure multi-tier cloud environments using object-oriented languages. ### Training #### AWS Deep Dives - - **(2020)** [==learn.cantrill.io 🌟==](https://learn.cantrill.io) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Adrian Cantrill's highly respected training academy designed for thorough cloud architecture mastering. Shifts focus away from simple exam memorization towards core physical network and storage topologies. + - [learn.cantrill.io 🌟](https://learn.cantrill.io) [ADVANCED LEVEL] [DE FACTO STANDARD] [GUIDE] β€” Adrian Cantrill's highly respected training academy designed for thorough cloud architecture mastering. Shifts focus away from simple exam memorization towards core physical network and storage topologies. #### AWS Official - **(2021)** [==explore.skillbuilder.aws/learn: AWS Skill Builder 🌟==](https://skillbuilder.aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” AWS's official digital training hub, offering interactive learning models, gamified simulation sandboxes, and deep system architecture tracks compiled by primary cloud specialists. - - **(2021)** [explore.skillbuilder.aws: AWS Skill Builder - IntroducciΓ³n a AWS Data Pipeline (EspaΓ±ol LatinoamΓ©rica) | AWS Technical Essentials (Spanish from Latin America) - Free](https://skillbuilder.aws/course/external/view/elearning/7854/aws-technical-essential-spanish-from-latin-america) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Official localized AWS Skill Builder path delivering fundamental architectural and Data Pipeline instructions in Spanish. [SPANISH CONTENT] - - **(2022)** [aws.amazon.com: ExΓ‘menes prΓ‘cticos gratuitos y 100% en espaΓ±ol para que obtenga su certificaciΓ³n](https://aws.amazon.com/es/blogs/aws-spanish/examenes-practicos-gratuitos-y-100-en-espanol-para-que-obtenga-su-certificacion) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” AWS-published reference article detailing official practice examinations localized in Spanish to support accessible learning globally. [SPANISH CONTENT] - - **(2021)** [Schedule an Exam](https://aws.amazon.com/certification/certification-prep/testing) [COMMUNITY-TOOL] β€” The official registration and scheduling center for AWS Certification Exams. Provides standard instructions for coordinating remote proctoring environments. - - **(2016)** [aws.amazon.com: First AWS Certification Study Guide Now Available](https://aws.amazon.com/es/about-aws/whats-new/2016/10/first-aws-certification-study-guide-now-available) [COMMUNITY-TOOL] β€” Historically notable launch announcement of the first official AWS-authored certification study guide. While structurally important, newer cloud paradigms limit its relevance for current exams. + - **(2023)** [community.aws/training: Training and Certification](https://builder.aws.com/learn) [COMMUNITY-TOOL] [GUIDE] β€” An official community hub connecting cloud builders with modern development labs, learning blueprints, and architectural expert-led events. + - [aws.amazon.com: ExΓ‘menes prΓ‘cticos gratuitos y 100% en espaΓ±ol para que' obtenga su certificaciΓ³n](https://aws.amazon.com/es/blogs/aws-spanish/examenes-practicos-gratuitos-y-100-en-espanol-para-que-obtenga-su-certificacion) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” AWS-published reference article detailing official practice examinations localized in Spanish to support accessible learning globally. [SPANISH CONTENT] + - [Schedule an Exam](https://aws.amazon.com/certification/certification-prep/testing) [COMMUNITY-TOOL] β€” The official registration and scheduling center for AWS Certification Exams. Provides standard instructions for coordinating remote proctoring environments. + - [aws.amazon.com: First AWS Certification Study Guide Now Available](https://aws.amazon.com/es/about-aws/whats-new/2016/10/first-aws-certification-study-guide-now-available) [COMMUNITY-TOOL] β€” Historically notable launch announcement of the first official AWS-authored certification study guide. While structurally important, newer cloud paradigms limit its relevance for current exams. #### AWS Professional - - **(2021)** [AWS Certified Solutions Architect Professional – Study Guide](https://blue-clouds.com/category/study-guide) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced study guide mapping out complex multi-tier architectural migrations, hybrid connectivity, disaster recovery plans, and cost optimization rules. -#### AWS Security - - - **(2021)** [**explore.skillbuilder.aws: AWS Security Fundamentals (free)**](https://skillbuilder.aws/course/external/view/elearning/48/aws-security-fundamentals-second-edition) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A foundational security course covering AWS shared responsibility models, identity boundaries, network segregation methods, and programmatic cryptographic mechanisms. + - [AWS Certified Solutions Architect Professional – Study Guide](https://blue-clouds.com/category/study-guide) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced study guide mapping out complex multi-tier architectural migrations, hybrid connectivity, disaster recovery plans, and cost optimization rules. #### Community Communities - - **(2021)** [awscerts.slack.com](https://awscerts.slack.com) [COMMUNITY-TOOL] β€” A massive interactive Slack workspace connecting candidates and certified professionals to collaborate on exam concepts, design paradigms, and open study resources. + - [awscerts.slack.com](https://awscerts.slack.com) [COMMUNITY-TOOL] β€” A massive interactive Slack workspace connecting candidates and certified professionals to collaborate on exam concepts, design paradigms, and open study resources. #### Community Streams - - **(2021)** [twitch.tv/acloudguruofficial](https://www.twitch.tv/acloudguruofficial) [COMMUNITY-TOOL] β€” A community-focused streaming hub for real-time cloud-native development labs and live certification study sessions. Delivers accessible developer enablement guides in interactive video formats. + - [twitch.tv/acloudguruofficial](https://www.twitch.tv/acloudguruofficial) [COMMUNITY-TOOL] β€” A community-focused streaming hub for real-time cloud-native development labs and live certification study sessions. Delivers accessible developer enablement guides in interactive video formats. #### Curated Guides - - **(2021)** [A curated list of AWS resources to prepare for the AWS Certifications](https://gist.github.com/leonardofed) 🌟 [COMMUNITY-TOOL] β€” A community-maintained GitHub Gist featuring a structured registry of mock exams, official whitepapers, and cloud design cheatsheets. - - **(2022)** [linkedin: Sharing My Top 10 resources to use while preparing for AWS Certification Exams](https://www.linkedin.com/pulse/sharing-my-top-10-resources-use-while-preparing-aws-exams-semaan) [COMMUNITY-TOOL] β€” A consolidated study guide from LinkedIn detailing critical certification preparation materials, dynamic simulator suites, and core architectural whitepapers. - - **(2022)** [dev.to: How to become a Certified AWS Solution Architect in 2022](https://dev.to/javinpaul/how-to-become-a-certified-aws-solution-architect-in-2022-35ad) [COMMUNITY-TOOL] β€” A strategic study roadmap mapping the preparation phase for the Solutions Architect Associate exam. Explores critical service architectures, database options, and network configurations. - - **(2021)** [analyticsindiamag.com: Free Online Resources To Get Started On Cloud Computing](https://analyticsindiamag.com/free-online-resources-to-get-started-on-cloud-computing) [COMMUNITY-TOOL] β€” A curated educational index grouping free, authoritative training resources and engineering courses to build platform engineering fundamentals on popular cloud providers. + - [analyticsindiamag.com: Free Online Resources To Get Started On Cloud Computing](https://analyticsindiamag.com/free-online-resources-to-get-started-on-cloud-computing) [COMMUNITY-TOOL] β€” A curated educational index grouping free, authoritative training resources and engineering courses to build platform engineering fundamentals on popular cloud providers. + - [linkedin: Sharing My Top 10 resources to use while preparing for AWS Certification' Exams](https://www.linkedin.com/pulse/sharing-my-top-10-resources-use-while-preparing-aws-exams-semaan) [COMMUNITY-TOOL] β€” A consolidated study guide from LinkedIn detailing critical certification preparation materials, dynamic simulator suites, and core architectural whitepapers. + - [dev.to: How to become a Certified AWS Solution Architect in 2022](https://dev.to/javinpaul/how-to-become-a-certified-aws-solution-architect-in-2022-35ad) [COMMUNITY-TOOL] β€” A strategic study roadmap mapping the preparation phase for the Solutions Architect Associate exam. Explores critical service architectures, database options, and network configurations. + - [A curated list of AWS resources to prepare for the AWS Certifications](https://gist.github.com/leonardofed) [COMMUNITY-TOOL] β€” A community-maintained GitHub Gist featuring a structured registry of mock exams, official whitepapers, and cloud design cheatsheets. #### Exam Practice - - **(2021)** [**portal.tutorialsdojo.com: AWS Digital Courses (free)**](https://portal.tutorialsdojo.com/product-category/aws/aws-digital-courses-2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Highly-regarded training portal delivering structured practice tests and cheat sheets designed to replicate the logic and design depth of official AWS Associate and Professional certifications. + - [portal.tutorialsdojo.com: AWS Digital Courses (free)](https://portal.tutorialsdojo.com/product-category/aws/aws-digital-courses-2) [ENTERPRISE-STABLE] [GUIDE] β€” Highly-regarded training portal delivering structured practice tests and cheat sheets designed to replicate the logic and design depth of official AWS Associate and Professional certifications. #### Multi-Cloud Platforms - **(2021)** [acloudguru.com](https://www.pluralsight.com/cloud-guru) [COMMUNITY-TOOL] [GUIDE] β€” A premier enterprise learning platform specialized in modern cloud-native system training. Delivers deep hands-on sandbox labs, certification preparation curricula, and continuous technical playground resources. -#### Practical Labs - - - **(2021)** [acloudguru.com: 10 fun hands-on projects to learn AWS](https://www.pluralsight.com/resources/blog/cloud/10-fun-hands-on-projects-to-learn-aws) [COMMUNITY-TOOL] β€” Suggests 10 hands-on AWS training projects designed for cloud engineers. Covers deploying static architectures under HTTPS, building simple serverless APIs, and setting up automated backup pipelines. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/aws.md b/v2-docs/aws.md index 9528613c..6f658948 100644 --- a/v2-docs/aws.md +++ b/v2-docs/aws.md @@ -3,6 +3,55 @@ !!! info "Architectural Context" Detailed reference for Aws in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [AWS Local Zones locations](https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations) [COMMUNITY-TOOL] + - [aws.amazon.com/new: What's New with AWS?](https://aws.amazon.com/new) [COMMUNITY-TOOL] + - [Awesome AWS 🌟](https://github.com/donnemartin/awesome-aws) ⭐ 14033 [ENTERPRISE-STABLE] + - [AWS Marketplace](https://aws.amazon.com/marketplace) [COMMUNITY-TOOL] + - [The Open Guide to Amazon Web Services](https://github.com/open-guides/og-aws) ⭐ 36416 [DE FACTO STANDARD] + - [AWS Ramp-Up Guides](https://aws.amazon.com/es/training/ramp-up-guides) [COMMUNITY-TOOL] + - [serverlessland.com](https://serverlessland.com) [COMMUNITY-TOOL] + - [serverlessland.com/patterns: Serverless Patterns Collection](https://serverlessland.com/patterns) [COMMUNITY-TOOL] + - [AWS SAM Pipelines](https://serverlessland.com/explore/sam-pipelines) [COMMUNITY-TOOL] + - [aws/containers-roadmap: AWS Containers Roadmap](https://github.com/aws/containers-roadmap) ⭐ 5345 [ENTERPRISE-STABLE] + - [dashbird.io: Get started and keep using AWS for free](https://dashbird.io/blog/use-aws-free) [COMMUNITY-TOOL] + - [linkedin pulse: Listado de todos los Servicios de AWS (actualizado 1 de' Enero 2021)](https://www.linkedin.com/pulse/listado-de-todos-los-servicios-amazon-web-services-daniel-pe%25C3%25B1a-silva) [COMMUNITY-TOOL] + - [docs.aws.amazon.com: The AWS Security Reference Architecture](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/architecture.html) [COMMUNITY-TOOL] + - [thenewstack.io: The AWS Shared Responsibility Model for Kubernetes](https://thenewstack.io/understand-the-aws-shared-responsibility-model-for-kubernetes) [COMMUNITY-TOOL] + - [cloudonaut.io: EC2 Checklist: 7 things to do after launching an instance](https://cloudonaut.io/ec2-checklist-seven-things-to-do-after-launching-an-instance) [COMMUNITY-TOOL] + - [lastweekinaws.com: 17 More Ways to Run Containers on AWS](https://www.lastweekinaws.com/blog/17-more-ways-to-run-containers-on-aws) [COMMUNITY-TOOL] + - [AWS Architecture Blog: What to Consider when Selecting a Region for your' Workloads](https://aws.amazon.com/blogs/architecture/what-to-consider-when-selecting-a-region-for-your-workloads) [COMMUNITY-TOOL] + - [Implementing Microservices on AWS 🌟](https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservices-on-aws.html) [COMMUNITY-TOOL] + - [intellipaat.com: What is AWS?](https://intellipaat.com/blog/what-is-amazon-web-services-aws) [COMMUNITY-TOOL] + - [amazon.qwiklabs.com/catalog](https://amazon.qwiklabs.com/catalog) [COMMUNITY-TOOL] + - 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Delivers a significant reduction in GitHub Actions spend (up to 10x) using cheap EC2 spot instances, fast cache persistence, and seamless setup. + - [RunsOn: Self-hosted GitHub Actions Runners in AWS](https://runs-on.com) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A commercial-grade, highly efficient solution for hosting ephemeral, auto-scaled GitHub Actions runners directly on your AWS account. 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AVNM & ARS)](https://blog.cloudtrooper.net/2022/11/14/overlapping-ip-addresses-in-a-hub-and-spoke-network-feat-avnm-ars) [COMMUNITY-TOOL] + - [blog.cloudtrooper.net: Virtual Network Gateways routing in Azure](https://blog.cloudtrooper.net/2023/02/06/virtual-network-gateways-routing-in-azure) [COMMUNITY-TOOL] + - [returngis.net: Monitorizar aplicaciΓ³n Java con Spring Boot con Azure Application' Insights](https://www.returngis.net/2023/04/monitorizar-aplicacion-java-con-spring-boot-con-azure-application-insights) [COMMUNITY-TOOL] + - [returngis.net: Invitar a usuarios externos a un tenant de Azure AD a travΓ©s' de Microsoft Graph y Azure CLI](https://www.returngis.net/2023/04/invitar-a-usuarios-externos-a-un-tenant-de-azure-ad-a-traves-de-microsoft-graph-y-azure-cli) [COMMUNITY-TOOL] + - [learn.microsoft.com: Choose an Azure compute service 🌟🌟](https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/compute-decision-tree) [COMMUNITY-TOOL] + - [nwktimes.blogspot.com: NVA Part IV: NVA Redundancy with Azure Internal Load' Balancer](https://nwktimes.blogspot.com/2023/06/azure-ilb-for-nva-ha.html) [COMMUNITY-TOOL] + - 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[faun.pub: From Terraform to Azure Bicep: What You Need to Know about syntax](https://faun.pub/from-terraform-to-azure-bicep-what-you-need-to-know-bb1c404b7603) [COMMUNITY-TOOL] + - [blog.cloudtrooper.net: Deploy (Azure) Network-as-Code as a champ](https://blog.cloudtrooper.net/2023/06/08/deploy-azure-network-as-code-as-a-champ) [COMMUNITY-TOOL] + - [learn.microsoft.com: Discover misconfigurations in Infrastructure as Code' (IaC)](https://learn.microsoft.com/en-us/azure/defender-for-cloud/iac-vulnerabilities) [COMMUNITY-TOOL] + - [build5nines.com: Get Started with Azure Bicep – Alternative to ARM Templates](https://build5nines.com/get-started-with-azure-bicep) [COMMUNITY-TOOL] + - [linkedin.com/pulse: Exporting and importing variables between Bicep files:' compileTimeImports | Freek Berson](https://www.linkedin.com/pulse/exporting-importing-variables-between-bicep-files-freek-berson-n0ske) [COMMUNITY-TOOL] + - [luke.geek.nz: Using the Azure Naming Tool API to name your Bicep resources](https://luke.geek.nz/azure/azure-naming-tool-api-bicep-resources) [COMMUNITY-TOOL] + - 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[build5nines.com: Introducing Microsoft Copilot for Azure](https://build5nines.com/introducing-microsoft-copilot-for-azure) [COMMUNITY-TOOL] + - [github.com/azure/fleet](https://github.com/azure/fleet) ⭐ 224 [COMMUNITY-TOOL] + - [mssqltips.com: Choosing Between SQL Server Integration Services and Azure' Data Factory](https://www.mssqltips.com/sqlservertip/7094/azure-data-factory-vs-ssis-similarities-differences) [COMMUNITY-TOOL] + - [muycomputer.com: WinGet 1.0, ya estΓ‘ aquΓ­ el administrador de paquetes para' Windows](https://www.muycomputer.com/2021/06/03/winget-1-0-paquetes-windows-10) [COMMUNITY-TOOL] + - [thomasmaurer.ch: Getting started with Windows Package Manager WinGet](https://www.thomasmaurer.ch/2021/07/getting-started-with-windows-package-manager-winget) [COMMUNITY-TOOL] + - [thenewstack.io: This Week in Programming: Windows Opens Up to Android Developers](https://thenewstack.io/this-week-in-programming-windows-opens-up-to-android-developers) [COMMUNITY-TOOL] + - [jmfloreszazo.com: Monetizar un API, con Azure API Management](https://jmfloreszazo.com/monetizar-un-api-con-azure-api-management) [COMMUNITY-TOOL] + - 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[Azure-Samples/jmeter-aci-terraform](https://github.com/Azure-Samples/jmeter-aci-terraform) ⭐ 119 [COMMUNITY-TOOL] + - [Azure-Samples/azure-pipelines-remote-tasks](https://github.com/Azure-Samples/azure-pipelines-remote-tasks) ⭐ 3 [COMMUNITY-TOOL] + - [github.com/azure-devops](https://github.com/azure-devops) [COMMUNITY-TOOL] + - [microsoft/azure-pipelines-yaml: Azure Pipelines YAML 🌟](https://github.com/microsoft/azure-pipelines-yaml) ⭐ 1286 [COMMUNITY-TOOL] + - [Microsoft - DICOM Service](https://learn.microsoft.com/en-us/azure/healthcare-apis/dicom) [COMMUNITY-TOOL] + - [Project InnerEye – Democratizing Medical Imaging AI](https://www.microsoft.com/en-us/research/project/medical-image-analysis) [COMMUNITY-TOOL] + - [microsoft.com: Biomedical Research Platform Terra Now Available on Microsoft' Azure](https://www.microsoft.com/en-us/research/blog/biomedical-research-platform-terra-now-available-on-microsoft-azure) [COMMUNITY-TOOL] + - [o365reports.com: Office 365 Reports](https://o365reports.com) [COMMUNITY-TOOL] + - 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Covers architectural frameworks for optimizing large GPU node pools, tracking LLM API consumption patterns, and integrating FinOps principles into AI platform teams. ## Cloud Providers ### Azure (1) @@ -18,33 +259,44 @@ ##### Hands-on Labs - - **(2023)** [**AKS Labs - Introduction**](https://azure-samples.github.io/aks-labs/docs/intro) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Microsoft's structured laboratory ecosystem designed to onboard engineers to Azure Kubernetes Service (AKS). The content delivers a reliable, production-aligned guide covering core infrastructure topics such as advanced networking, cluster security integration, and enterprise scaling mechanics. -## Education + - [AKS Labs - Introduction](https://azure-samples.github.io/aks-labs/docs/intro) [ENTERPRISE-STABLE] β€” Microsoft's structured laboratory ecosystem designed to onboard engineers to Azure Kubernetes Service (AKS). The content delivers a reliable, production-aligned guide covering core infrastructure topics such as advanced networking, cluster security integration, and enterprise scaling mechanics. +## Cloud-Native Infrastructure -### Professional Certifications +### Infrastructure as Code -#### Networking +#### AI-Assisted Operations - - **(2026)** [ine.com](https://ine.com) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” An advanced IT, cybersecurity, and cloud-networking training suite. Provides massive, production-grade lab simulations targeting Cisco, cloud infrastructure, and penetration testing paths. + - [Enhancing Infrastructure as Code Generation with GitHub Copilot for Azure](https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514) [ENTERPRISE-STABLE] β€” Curator Insight: Analyzes the application of LLM co-pilots in rapidly writing secure ARM and Bicep configurations. Live Grounding: Demonstrates how contextual AI generators drastically lower human-error risk in pipeline IaC templates. Highly representative of modern 2025/2026 operational shifts. +## Networking + +### Ingress + +#### Azure AGC + +##### Istio Integration + + - [Application Gateway for Containers: Istio Integration](https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A modern engineering analysis detailing the integration of Azure Application Gateway for Containers (AGC) with an internal Istio service mesh topology. Focuses on seamless north-south traffic routing and end-to-end TLS bridging configurations inside Azure cloud architectures. ## Platform Engineering -### AI Integration - -#### Agentic Engineering - - - **(2025)** [**Azure DevOps MCP Server Public Preview**](https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official public announcement details the release and capabilities of the Azure DevOps MCP server. Highlights the architectural integration of Large Language Models directly into enterprise ADO workflows for automated engineering management. ### CI-CD Pipelines -#### AI Integration (1) +#### Infrastructure as Code (1) ##### Azure DevOps - - **(2025)** [**Automate Pull Request Descriptions in Azure DevOps with Azure OpenAI**](https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-devops-with-azure-openai) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A practical implementation guide demonstrating how to integrate Azure OpenAI into Azure DevOps pipelines to automatically generate comprehensive pull request descriptions from code differences. Demonstrates prompt engineering techniques and YAML pipeline configurations to enhance team productivity and standardise PR documentation using generative AI. + - [Automate Terraform Testing with Azure DevOps Pipelines](https://skundunotes.com/2025/01/22/automate-terraform-testing-with-azure-devops-pipelines) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Provides a complete implementation walkthrough for embedding robust automated test suites (including tftest and checkov) inside Azure DevOps pipelines. Demonstrates how to validate infrastructure compliance and dry-run infrastructure updates early in the pipeline. + - [Azure DevOps Terraform Pipeline (Complete Guide + YAML Examples)](https://deniscooper.co.uk/azure-devops-terraform-pipeline) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A production-grade, step-by-step tutorial on building a fully secure and automated Terraform deployment pipeline within Azure DevOps. Provides robust, reusable YAML template definitions, including state locking configurations, plan validations, and multi-environment promotions. +### CI-CD Security + +#### Azure DevOps (1) + + - [Dependabot Version Updates in Azure DevOps](https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” A practical guide explaining the installation and automated orchestration of Dependabot-style dependency scanning and automated PR version updates within Azure DevOps repositories. Written in Spanish. [SPANISH CONTENT] + - [Update to Azure DevOps Allowed IP Addresses](https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official documentation outlines the network security updates for Azure DevOps, focusing on the transitioning IP address ranges and service tags. Crucial for security engineers managing firewalls and strict ingress/egress rules to maintain uninterrupted pipeline connectivity. ### Cloud Security #### Identity Federation - - **(2024)** [mattias.engineer: Azure Federated Identity Credentials for GitHub](https://mattias.engineer/blog/2024/azure-federated-credentials-github) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” An in-depth configuration guide explaining how to design passwordless integrations between GitHub Actions and Microsoft Azure using OpenID Connect (OIDC). Eliminates long-lived static API secrets in favor of short-lived federated credentials. + - [mattias.engineer: Azure Federated Identity Credentials for GitHub](https://mattias.engineer/blog/2024/azure-federated-credentials-github) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” An in-depth configuration guide explaining how to design passwordless integrations between GitHub Actions and Microsoft Azure using OpenID Connect (OIDC). Eliminates long-lived static API secrets in favor of short-lived federated credentials. ## Public Cloud Providers ### Azure Kubernetes Service AKS @@ -55,7 +307,24 @@ #### Service Mesh - **(2023)** [techcommunity.microsoft.com: How to install an AKS cluster with the Istio service mesh add-on via Bicep](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-install-an-aks-cluster-with-the-istio-service-mesh-add-on-via-bicep/3802069) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A declarative infrastructure blueprint outlining how to install and manage the native Istio Service Mesh add-on on AKS using Bicep. Highlights lifecycle management integrations, sidecar provisioning schemes, and traffic routing policies within secure Microsoft architectures. +## Security + +### Identity Management + +#### Cloud Integration + + - [From Zero to Hero with Identity and Access Control in Azure Kubernetes Service](https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-identity-and-access-control-in-azure-kubernetes-service/4386350) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Architect blueprint for managing Microsoft Entra ID integration in Azure Kubernetes Service. Live Grounding: Walks through configuring fine-grained identity federation and replacing Kubernetes cluster roles with enterprise Azure AD mappings. +### Infrastructure Security + +#### Network Protection + + - [Building a DDoS Response Plan with Azure DDoS Protection](https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256) [EN CONTENT] [COMMUNITY-TOOL] β€” Curator Insight: Architecture plan to withstand high-volume distributed denial-of-service attempts. Live Grounding: Focuses heavily on cloud-native patterns like rate-limiting, load-balancer protection, and Edge integration on Azure platforms. +### Secrets Management + +#### Cloud Integrations + + - **(2025)** [Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS)](https://techcommunity.microsoft.com/discussions/azurepartners/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Evaluates four approaches to integrate Azure Key Vault secrets within AKS environments. Weighs security architectures including Azure Workload Identity and the Secrets Store CSI driver. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/caching.md b/v2-docs/caching.md index 0656afa8..b9f07183 100644 --- a/v2-docs/caching.md +++ b/v2-docs/caching.md @@ -3,13 +3,29 @@ !!! info "Architectural Context" Detailed reference for Caching in the context of Networking & Service Mesh. +## Standard Reference + + - [surfingcomplexity.blog: Cache invalidation really is one of the hardest' problems in computer science](https://surfingcomplexity.blog/2022/11/25/cache-invalidation-really-is-one-of-the-hardest-things-in-computer-science) [COMMUNITY-TOOL] + - [Red Hat Data Grid](https://www.redhat.com/en/technologies/jboss-middleware/data-grid) [COMMUNITY-TOOL] + - [Red Hat JBoss Data Grid is Not Just for Caching Java Objects Anymore 🌟](https://thenewstack.io/red-hat-jboss-data-grid-not-just-storing-java-objects-anymore) [COMMUNITY-TOOL] + - [developers.redhat.com: Red Hat Data Grid 8.0 brings new server architecture,' improved REST API, and more](https://developers.redhat.com/blog/2020/04/13/red-hat-data-grid-8-0-brings-new-server-architecture-improved-rest-api-and-more) [COMMUNITY-TOOL] + - [How content delivery networks (CDNs) work](https://humanwhocodes.com/blog/2011/11/29/how-content-delivery-networks-cdns-work) [COMMUNITY-TOOL] + - [imperva.com: CDN Caching](https://www.imperva.com/learn/performance/cdn-caching) [COMMUNITY-TOOL] + - [haproxy.com: The HAProxy Enterprise WAF 🌟](https://www.haproxy.com/blog/the-haproxy-enterprise-waf) [COMMUNITY-TOOL] + - [varnish-software.com](https://www.varnish-software.com) [COMMUNITY-TOOL] + - [fedoramagazine.org: Varnish: Your site faster and more stable](https://fedoramagazine.org/varnish-site-faster-stable) [COMMUNITY-TOOL] + - [digitalocean.com: How To Speed Up Static Web Pages with Varnish Cache Server' on Ubuntu 20.04](https://www.digitalocean.com/community/tutorials/how-to-speed-up-static-web-pages-with-varnish-cache-server-on-ubuntu-20-04) [COMMUNITY-TOOL] + - [github.com/IBM/varnish-operator](https://github.com/IBM/varnish-operator) ⭐ 69 [COMMUNITY-TOOL] + - [github.com/mittwald/kube-httpcache](https://github.com/mittwald/kube-httpcache) ⭐ 312 [COMMUNITY-TOOL] + - [Nginxconf 2014. When Dynamic Becomes Static:The Next Step in Web Caching' Techniques: Wim Godden](https://www.youtube.com/watch?v=OssIuHbgzJY) [COMMUNITY-TOOL] + ## Data Engineering ### In-Memory Databases #### Caching (1) - - **(2026)** [==Redis==](http://redis.io) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive open-source, in-memory data store used as a database, cache, message broker, and streaming engine. Offers unmatched low-latency read-write cycles and versatile data structures. Highly valued for real-time applications requiring low overhead. + - [Redis](http://redis.io) [DOCUMENTATION] [DE FACTO STANDARD] β€” The definitive open-source, in-memory data store used as a database, cache, message broker, and streaming engine. Offers unmatched low-latency read-write cycles and versatile data structures. Highly valued for real-time applications requiring low overhead. ## Networking ### Load Balancing @@ -19,5 +35,5 @@ - **(2026)** [==haproxy.org==](http://www.haproxy.org) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official site for HAProxy, the high-performance TCP/HTTP load balancer. Renowned for its extreme efficiency and microsecond-level latency control, HAProxy is an industry standard for routing massive amounts of concurrent web traffic. --- -πŸ’‘ **Explore Related:** [Servicemesh](./servicemesh.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Networking](./networking.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Istio](./istio.md) | [Kubernetes Networking](./kubernetes-networking.md) diff --git a/v2-docs/chaos-engineering.md b/v2-docs/chaos-engineering.md index 98837ae7..fa682d0e 100644 --- a/v2-docs/chaos-engineering.md +++ b/v2-docs/chaos-engineering.md @@ -3,14 +3,41 @@ !!! info "Architectural Context" Detailed reference for Chaos Engineering in the context of Platform & Site Reliability. +## Standard Reference + + - [Awesome Chaos Engineering](https://github.com/dastergon/awesome-chaos-engineering) ⭐ 6564 [ENTERPRISE-STABLE] + - [thenewstack.io: Chaos Engineering Is Not Just for Ops](https://thenewstack.io/chaos-engineering-is-not-just-for-ops) [COMMUNITY-TOOL] + - [thenewstack.io: Why Chaos Engineering Isn’t Just for Operations](https://thenewstack.io/why-chaos-engineering-isnt-just-for-operations) [COMMUNITY-TOOL] + - [opsmx.com: What is Chaos Engineering?](https://www.opsmx.com/blog/what-is-chaos-engineering) [COMMUNITY-TOOL] + - [aws.amazon.com: Verify the resilience of your workloads using Chaos Engineering](https://aws.amazon.com/blogs/architecture/verify-the-resilience-of-your-workloads-using-chaos-engineering) [COMMUNITY-TOOL] + - [GitHub: kube-monkey](https://github.com/asobti/kube-monkey) ⭐ 3055 [ENTERPRISE-STABLE] + - [Litmus Chaos is a toolset to do chaos engineering in a kubernetes native way. Litmus provides chaos CRDs for Cloud-Native developers and SREs to inject, orchestrate and monitor chaos to find weaknesses in Kubernetes deployments](https://github.com/litmuschaos/litmus) ⭐ 5407 [ENTERPRISE-STABLE] + - [thenewstack.io: Using Chaos Engineering to Improve the Resilience of Stateful' Applications on Kubernetes](https://thenewstack.io/using-chaos-engineering-to-improve-the-resilience-of-stateful-applications-on-kubernetes) [COMMUNITY-TOOL] + - [infoq.com: Chaos Engineering on Kubernetes : Chaos Mesh Generally Available' with v1.0](https://www.infoq.com/news/2020/10/kubernetes-chaos-mesh-ga) [COMMUNITY-TOOL] + - [chaos-mesh.org: Chaos Mesh 1.0: Chaos Engineering on Kubernetes Made Easier](https://chaos-mesh.org/blog/chaos-mesh-1.0-chaos-engineering-on-kubernetes-made-easier) [COMMUNITY-TOOL] + - [thenewstack.io: Develop a Daily Reporting System for Chaos Mesh to Improve' System Resilience](https://thenewstack.io/develop-a-daily-reporting-system-for-chaos-mesh-to-improve-system-resilience) [COMMUNITY-TOOL] + - [thenewstack.io: Chaos Engineering Progressively Moves to Production](https://thenewstack.io/chaos-engineering-progressively-moves-to-production) [COMMUNITY-TOOL] + - [PowerfulSeal](https://github.com/powerfulseal/powerfulseal) ⭐ 1977 [COMMUNITY-TOOL] + - [BuggyApp: Simulate performance problems](https://buggyapp.ycrash.io) [COMMUNITY-TOOL] + - [Chaos Mesh 🌟](https://chaos-mesh.org) [COMMUNITY-TOOL] + - [opensource.com: 5 lessons I learned about chaos engineering for Kubernetes](https://opensource.com/article/21/10/chaos-engineering-kubernetes-ebook) [COMMUNITY-TOOL] + - [thenewstack.io: Chaos Engineering Made Simple](https://thenewstack.io/chaos-engineering-made-simple) [COMMUNITY-TOOL] + - [thenewstack.io: Use Chaos Engineering to Strengthen Your Incident Response](https://thenewstack.io/use-chaos-engineering-to-strengthen-your-incident-response) [COMMUNITY-TOOL] + - [thenewstack.io: Operationalizing Chaos Engineering with GitOps](https://thenewstack.io/operationalizing-chaos-engineering-with-gitops) [COMMUNITY-TOOL] + - [aws.amazon.com: Chaos Engineering with LitmusChaos on Amazon EKS](https://aws.amazon.com/blogs/containers/chaos-engineering-with-litmuschaos-on-amazon-eks) [COMMUNITY-TOOL] + - [blog.container-solutions.com: Comparing Chaos Engineering Tools for Kubernetes' Workloads](https://blog.container-solutions.com/comparing-chaos-engineering-tools) [COMMUNITY-TOOL] + - [thenewstack.io: Breaking Serverless on Purpose with Chaos Engineering](https://thenewstack.io/breaking-serverless-on-purpose-with-chaos-engineering) [COMMUNITY-TOOL] + - [chaosblade](https://github.com/chaosblade-io/chaosblade) ⭐ 6334 [ENTERPRISE-STABLE] + - [aws.amazon.com: Automating and Scaling Chaos Engineering using AWS Fault' Injection Simulator](https://aws.amazon.com/blogs/industries/automating-and-scaling-chaos-engineering-using-aws-fault-injection-simulator) [COMMUNITY-TOOL] + ## Public Cloud Platforms ### AWS #### Chaos Engineering (1) - - **(2021)** [Chaos engineering on Amazon EKS using AWS Fault Injection Simulator](https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Guided workflow utilizing AWS FIS (Fault Injection Simulator) to execute controlled resilience and disruption experiments against EKS node groups and containers. Demonstrates monitoring system reaction metrics and reinforcing application failover. + - [Chaos engineering on Amazon EKS using AWS Fault Injection Simulator](https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Guided workflow utilizing AWS FIS (Fault Injection Simulator) to execute controlled resilience and disruption experiments against EKS node groups and containers. Demonstrates monitoring system reaction metrics and reinforcing application failover. --- -πŸ’‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [Scaffolding](./scaffolding.md) | [Devops](./devops.md) +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Developerportals](./developerportals.md) | [Devops](./devops.md) diff --git a/v2-docs/chatgpt.md b/v2-docs/chatgpt.md index a686acb5..ad310669 100644 --- a/v2-docs/chatgpt.md +++ b/v2-docs/chatgpt.md @@ -14,58 +14,55 @@ #### AIOps Diagnostics - - **(2026)** [==k8sgpt.ai==](https://k8sgpt.ai) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier AI-native diagnostic framework for Kubernetes cluster operations. Scans running clusters, decodes anomalies, and references OpenAI integrations to deliver actionable mitigation strategies. - - **(2023)** [**itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!**](https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” In-depth guide configuring a fully offline AI diagnostics engine inside protected networks. Combines K8sGPT analytical tooling with LocalAI offline LLMs to safeguard internal data streams. - - **(2023)** [github.com/robusta-dev/kubernetes-chatgpt-bot](https://github.com/robusta-dev/kubernetes-chatgpt-bot) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An intelligent triage chatbot linking cluster failures directly to LLM advice. Hooks Prometheus alert outputs to supply operators with instantaneous log summaries and debug steps. + - [github.com/robusta-dev/kubernetes-chatgpt-bot](https://github.com/robusta-dev/kubernetes-chatgpt-bot) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An intelligent triage chatbot linking cluster failures directly to LLM advice. Hooks Prometheus alert outputs to supply operators with instantaneous log summaries and debug steps. + - [itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!](https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” In-depth guide configuring a fully offline AI diagnostics engine inside protected networks. Combines K8sGPT analytical tooling with LocalAI offline LLMs to safeguard internal data streams. #### Declarative Manifests - - **(2023)** [github.com/robusta-dev/chatgpt-yaml-generator](https://github.com/robusta-dev/chatgpt-yaml-generator) ⭐ 117 🌟🌟🌟 [COMMUNITY-TOOL] β€” A tailored schema wizard matching generative prompts to robust Kubernetes structures. Generates production-ready configurations containing service boundaries, volume bindings, and routing structures. + - [github.com/robusta-dev/chatgpt-yaml-generator](https://github.com/robusta-dev/chatgpt-yaml-generator) ⭐ 117 [COMMUNITY-TOOL] β€” A tailored schema wizard matching generative prompts to robust Kubernetes structures. Generates production-ready configurations containing service boundaries, volume bindings, and routing structures. ## Data Analysis ### Spreadsheet Automation #### AI Integration - - **(2024)** [numerous.ai](https://numerous.ai) 🌟🌟🌟 [COMMUNITY-TOOL] β€” SaaS productivity engine integrating foundational OpenAI endpoints directly into Google Sheets and Microsoft Excel. Streamlines automated data classification, extraction, and formatting at scale. + - [numerous.ai](https://numerous.ai) [COMMUNITY-TOOL] β€” SaaS productivity engine integrating foundational OpenAI endpoints directly into Google Sheets and Microsoft Excel. Streamlines automated data classification, extraction, and formatting at scale. ## Data Architecture ### Retrieval-Augmented Generation #### Enterprise AI - - **(2023)** [**thenewstack.io: Using ChatGPT for Questions Specific to Your Company Data**](https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Technical deep-dive on Retrieval-Augmented Generation (RAG). Outlines how to query private corporate document indexes using semantic vector databases paired with ChatGPT-style APIs securely. -## Healthcare Technology + - [thenewstack.io: Using ChatGPT for Questions Specific to Your Company Data](https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Technical deep-dive on Retrieval-Augmented Generation (RAG). Outlines how to query private corporate document indexes using semantic vector databases paired with ChatGPT-style APIs securely. +## Human Productivity ### Artificial Intelligence -#### Speech and Voice Systems - - - **(2025)** [**Microsoft Dragon Copilot: Unified Voice AI Assistant for Healthcare**](https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official press release detailing Microsoft's Dragon Copilot launch. Explores the application of ambient clinical speech models to draft medical charts automatically under strict HIPAA compliance. -## Human Productivity - -### Artificial Intelligence (1) - #### HR Operations - - **(2023)** [aihr.com: 21+ ChatGPT Prompts for HR To Accelerate Your Productivity](https://www.aihr.com/blog/chatgpt-prompts-for-hr) [GUIDE] 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A curated handbook of prompt engineering patterns tailored for HR leaders. Accelerates documentation, drafting performance benchmarks, and designing internal team-alignment frameworks. + - [aihr.com: 21+ ChatGPT Prompts for HR To Accelerate Your Productivity](https://www.aihr.com/blog/chatgpt-prompts-for-hr) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A curated handbook of prompt engineering patterns tailored for HR leaders. Accelerates documentation, drafting performance benchmarks, and designing internal team-alignment frameworks. #### Workplace Automation - **(2023)** [businessinsider.es: Uso ChatGPT entre 50 y 70 veces al dΓ­a para todo, desde preparar reuniones hasta quitarme el pegamento de los dedos](https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162) [SPANISH CONTENT] [CASE STUDY] 🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Reportaje de carΓ‘cter prΓ‘ctico que expone la incorporaciΓ³n intensiva de agentes de IA conversacional dentro del flujo de trabajo corporativo diario, ilustrando la aceleraciΓ³n de tareas de sΓ­ntesis y redacciΓ³n tΓ©cnica. [SPANISH CONTENT] ## Market Analysis -### Artificial Intelligence (2) +### Artificial Intelligence (1) #### Industry Dynamics - - **(2023)** [genbeta.com: En la era de la inteligencia artificial, Microsoft es el nuevo Google](https://www.genbeta.com/a-fondo/era-inteligencia-artificial-microsoft-nuevo-google) [SPANISH CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Analiza la evoluciΓ³n de Microsoft como lΓ­der de la revoluciΓ³n de IA generativa a travΓ©s de su alianza con OpenAI, contrastΓ‘ndolo con la postura reactiva de Google ante los modelos de lenguaje transformadores. [SPANISH CONTENT] + - [genbeta.com: En la era de la inteligencia artificial, Microsoft es el nuevo' Google](https://www.genbeta.com/a-fondo/era-inteligencia-artificial-microsoft-nuevo-google) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Analiza la evoluciΓ³n de Microsoft como lΓ­der de la revoluciΓ³n de IA generativa a travΓ©s de su alianza con OpenAI, contrastΓ‘ndolo con la postura reactiva de Google ante los modelos de lenguaje transformadores. [SPANISH CONTENT] ## Software Engineering ### AI-Assisted Operations #### Code Generation Quality - - **(2023)** [thenewstack.io: Developers Put AI Bots to the Test of Writing Code](https://thenewstack.io/developers-put-ai-bots-to-the-test-of-writing-code) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Empirical evaluation measuring code-generation accuracy across popular AI engines. Examines compiler error rates, structural vulnerabilities, and the necessity of developer supervision in AI workflows. + - [thenewstack.io: Developers Put AI Bots to the Test of Writing Code](https://thenewstack.io/developers-put-ai-bots-to-the-test-of-writing-code) [COMMUNITY-TOOL] β€” Empirical evaluation measuring code-generation accuracy across popular AI engines. Examines compiler error rates, structural vulnerabilities, and the necessity of developer supervision in AI workflows. +### Programming Foundations + +#### Python Language + + - **(2025)** [**Think Python**](https://allendowney.github.io/ThinkPython) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A classic computational thinking handbook utilizing Python. Focuses on algorithmic integrity, data structure designs, object-oriented implementations, and debug execution pipelines. --- -πŸ’‘ **Explore Related:** [Ai](./ai.md) | [Ai Agents Mcp](./ai-agents-mcp.md) +πŸ’‘ **Explore Related:** [Ai Agents Mcp](./ai-agents-mcp.md) | [Ai](./ai.md) | [Mlops](./mlops.md) diff --git a/v2-docs/cheatsheets.md b/v2-docs/cheatsheets.md index 8e30a523..ea3d00fc 100644 --- a/v2-docs/cheatsheets.md +++ b/v2-docs/cheatsheets.md @@ -3,20 +3,164 @@ !!! info "Architectural Context" Detailed reference for Cheatsheets in the context of Architectural Foundations. -## Cloud Architecture +## Standard Reference -### Developer Experience + - [wizardzines.com 🌟](https://wizardzines.com) [COMMUNITY-TOOL] + - [cheatography.com](https://cheatography.com) [COMMUNITY-TOOL] + - [LeCoupa/awesome-cheatsheets](https://github.com/LeCoupa/awesome-cheatsheets) ⭐ 45898 [DE FACTO STANDARD] + - [detailyang/awesome-cheatsheet](https://github.com/detailyang/awesome-cheatsheet) ⭐ 8354 [ENTERPRISE-STABLE] + - [blog.jromanmartin.io: ActiveMQ, Kafka, Strimzi and CodeReady Containers](https://blog.jromanmartin.io/cheat-sheets) [COMMUNITY-TOOL] + - [developers.redhat.com: MicroProfile Rest Client Cheat Sheet](https://developers.redhat.com/cheat-sheets/microprofile-rest-client) [COMMUNITY-TOOL] + - [cheat.sh 🌟](https://cheat.sh) [COMMUNITY-TOOL] + - [opensource.com: Linux logrotate cheat sheet](https://opensource.com/downloads/logrotate-cheat-sheet) [COMMUNITY-TOOL] + - [manz.dev/cheatsheets](https://manz.dev/cheatsheets) [COMMUNITY-TOOL] + - [crontab.guru 🌟](https://crontab.guru) [COMMUNITY-TOOL] + - [seranking.com: The cheat sheet of 30+ Google Search operators](https://seranking.com/blog/practical-tips-google-search-operators) [COMMUNITY-TOOL] + - [blog.linkody.com: The Ultimate Google Search Operators Cheatsheet 🌟](https://blog.linkody.com/guides/google-search-operators-cheatsheet) [COMMUNITY-TOOL] + - [developers.redhat.com: Bash Shell Scripting Cheat Sheet](https://developers.redhat.com/cheat-sheets/bash-shell-cheat-sheet) [COMMUNITY-TOOL] + - [developers.redhat.com: Advanced Linux commands cheat sheet for developers](https://developers.redhat.com/cheat-sheets/advanced-linux-commands) [COMMUNITY-TOOL] + - [opensource.com: Watch command cheat sheet](https://opensource.com/downloads/watch-cheat-sheet) [COMMUNITY-TOOL] + - [intellipaat.com: AWS Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/amazon-web-services-aws-tutorial/aws-cheat-sheet) [COMMUNITY-TOOL] + - [igoroseledko.com: AWS CLI Cheat Sheet](https://www.igoroseledko.com/aws-cli-cheat-sheet) [COMMUNITY-TOOL] + - [awsgeek.com/Amazon-S3](http://www.awsgeek.com/Amazon-S3) [COMMUNITY-TOOL] + - [The Google Cloud Developer's Cheat Sheet 🌟](https://github.com/priyankavergadia/google-cloud-4-words) ⭐ 8221 [ENTERPRISE-STABLE] + - [freecodecamp.org: API Cheatsheet – What is an API, How it Works, and How' to Choose the Right API Testing Tools 🌟](https://www.freecodecamp.org/news/what-is-an-api-and-how-to-test-it) [COMMUNITY-TOOL] + - [karneliuk.com: REST API 1. Basics cheat sheet (Ansible, Bash, Postman, and' Python) for GET using NetBox and Docker as examples](https://karneliuk.com/2019/07/rest-api-1-basics-cheat-sheet-ansible-bash-postman-and-python-for-get-using-netbox-and-docker-as-examples) [COMMUNITY-TOOL] + - [karneliuk.com: REST API 2. Basics cheat sheet (Ansible, Bash, Postman, and' Python) for POST/DELETE using NetBox and Docker as examples](https://karneliuk.com/2019/08/rest-api-2-basics-cheat-sheet-ansible-bash-postman-and-python-for-post-delete-using-netbox-and-docker-as-examples) [COMMUNITY-TOOL] + - [Transformation takes practice](https://www.redhat.com/en/engage/open-practice-library-ebook) [COMMUNITY-TOOL] + - [Dash for MacOS](https://kapeli.com/dash) [COMMUNITY-TOOL] + - [Dash Cheat Sheets](https://kapeli.com/cheatsheets) [COMMUNITY-TOOL] + - [Velocity](https://velocity.silverlakesoftware.com) [COMMUNITY-TOOL] + - [Zeal](https://zealdocs.org) [COMMUNITY-TOOL] + - [Kubernetes Glossary 🌟](https://www.bluematador.com/learn/kubernetes-glossary) [COMMUNITY-TOOL] + - [mirantis.com: Kubernetes Cheat Sheet](https://www.mirantis.com/blog/kubernetes-cheat-sheet) [COMMUNITY-TOOL] + - [developers.redhat.com: Kubernetes Cheat Sheet](https://developers.redhat.com/cheat-sheets/kubernetes) [COMMUNITY-TOOL] + - [fabric8 - kubectl](https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/user-guide/kubectl-cheatsheet.md) ⭐ 266 [COMMUNITY-TOOL] + - [intellipaat.com 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/kubernetes-cheat-sheet) [COMMUNITY-TOOL] + - [opensource.com: 9 kubectl commands sysadmins need to know 🌟](https://opensource.com/article/20/5/kubectl-cheat-sheet) [COMMUNITY-TOOL] + - [bluematador.com: kubectl cheatsheet](https://www.bluematador.com/learn/kubectl-cheatsheet) [COMMUNITY-TOOL] + - [dockerlabs.collabnix.com: Cheatsheet - Kubectl 🌟](https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html) [COMMUNITY-TOOL] + - [kunchalavikram1427: kubernetes Public](https://github.com/kunchalavikram1427/Kubernetes_public) [COMMUNITY-TOOL] + - [thechief.io: The Definitive Kubectl Cheat Sheet](https://thechief.io/c/editorial/definitive-kubectl-cheat-sheet) [COMMUNITY-TOOL] + - [opensource.com: Learn essential Kubernetes commands with a new cheat sheet](https://opensource.com/article/21/5/kubernetes-cheat-sheet) [COMMUNITY-TOOL] + - [myfuturehub.com: Must Keep these Kubernetes Commands handy](https://myfuturehub.com/must-keep-these-kubernetes-commands-handy) [COMMUNITY-TOOL] + - [cmcrowell.com/cheat-sheet 🌟](https://cmcrowell.com/cheat-sheet) [COMMUNITY-TOOL] + - [komodor.com: The Ultimate Kubectl Cheat Sheet 🌟](https://komodor.com/learn/the-ultimate-kubectl-cheat-sheet) [COMMUNITY-TOOL] + - [learncloudnative.com: Kubernetes CLI (kubectl) tips you didn't know about](https://learncloudnative.com/blog/2022-05-10-kubectl-tips) [COMMUNITY-TOOL] + - [cloudtechtwitter.com: kubernetes common commands](https://www.cloudtechtwitter.com/2022/05/kubernetes-common-commands.html) [COMMUNITY-TOOL] + - [thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet' 🌟](https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet) [COMMUNITY-TOOL] + - [dev.to/msfaizi: Kubernetes Cheatsheet: Essential Commands and Concepts for' Efficient Container Orchestration](https://dev.to/msfaizi/kubernetes-cheatsheet-essential-commands-and-concepts-for-efficient-container-orchestration-201n) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes Kustomize Cheat Sheet](https://itnext.io/kubernetes-kustomize-cheat-sheet-8e2d31b74d8f) [COMMUNITY-TOOL] + - [dockerlux.github.io: Docker Cheat Sheet 🌟](https://dockerlux.github.io/pdf/cheat-sheet-v2.pdf) [COMMUNITY-TOOL] + - [cheatsheetseries.owasp.org: Docker Security Cheat Sheet 🌟🌟](https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html) [COMMUNITY-TOOL] + - [dockerlabs.collabnix.com: The Ultimate Docker Cheat Sheet 🌟](https://dockerlabs.collabnix.com/docker/cheatsheet) [COMMUNITY-TOOL] + - [developers.redhat.com: Containers Cheat Sheet](https://developers.redhat.com/cheat-sheets/containers) [COMMUNITY-TOOL] + - [github.com: Docker cheat Sheet](https://github.com/wsargent/docker-cheat-sheet) ⭐ 22525 [DE FACTO STANDARD] + - [intellipaat.com: Docker Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/docker-cheat-sheet) [COMMUNITY-TOOL] + - [blog.gitguardian.com: Docker Security Best Practices & Cheat Sheet 🌟](https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-cheat-sheet) [COMMUNITY-TOOL] + - [myfuturehub.com: Useful commands of Docker](https://myfuturehub.com/useful-commands-of-docker) [COMMUNITY-TOOL] + - [linuxhandbook.com: Docker Commands for Managing Container Lifecycle (Definitive' Guide)](https://linuxhandbook.com/container-lifecycle-docker-commands) [COMMUNITY-TOOL] + - [dev.to: Docker Commands Cheat Sheet | Pragyan Tripathi](https://dev.to/pragyanatvade/docker-commands-cheat-sheet-47n4) [COMMUNITY-TOOL] + - [github: sematext - Docker Swarm Cheatsheet](https://github.com/sematext/cheatsheets/blob/master/docker-swarm-cheatsheet.md) [COMMUNITY-TOOL] + - [kerneltalks.com: Docker swarm cheat sheet](https://kerneltalks.com/virtualization/docker-swarm-cheat-sheet) [COMMUNITY-TOOL] + - [blog.programster.org: Docker Swarm Cheatsheet](https://blog.programster.org/docker-swarm-cheatsheet) [COMMUNITY-TOOL] + - [cheatsheetseries.owasp.org: OWASP Cheat Sheet Series 🌟🌟](https://cheatsheetseries.owasp.org/index.html) [COMMUNITY-TOOL] + - [dev.to: Git & Github Cheatsheet 🌟](https://dev.to/zinox9/git-github-cheatsheet-22ok) [COMMUNITY-TOOL] + - [git-scm.com: Git reference](https://git-scm.com/docs) [COMMUNITY-TOOL] + - [ndpsoftware.com: Interactive git cheat sheet 🌟](https://ndpsoftware.com/git-cheatsheet.html) [COMMUNITY-TOOL] + - [education.github.com: Git cheat sheet 🌟](https://education.github.com/git-cheat-sheet-education.pdf) [COMMUNITY-TOOL] + - [git-tower.com: Git cheat sheet](https://www.git-tower.com/blog/git-cheat-sheet) [COMMUNITY-TOOL] + - [rogerdudler.github.io: git - the simple guide 🌟](https://rogerdudler.github.io/git-guide) [COMMUNITY-TOOL] + - [rogerdudler.github.io: git cheat sheet pdf](https://rogerdudler.github.io/git-guide/files/git_cheat_sheet.pdf) [COMMUNITY-TOOL] + - [towardsdatascience.com: 18 Git Commands I Learned During My First Year as' a Software Developer](https://towardsdatascience.com/git-commands-cheat-sheet-software-developer-54f6aedc1c46) [COMMUNITY-TOOL] + - [gitexplorer.com: Git Command Explorer 🌟🌟](https://gitexplorer.com) [COMMUNITY-TOOL] + - [jan-krueger.net: Git cheat sheet, extended edition](https://jan-krueger.net/git-cheat-sheet-extended-edition) [COMMUNITY-TOOL] + - [dev.to: A Git Cheat Sheet](https://dev.to/baransel/a-git-cheat-sheet-4mab) [COMMUNITY-TOOL] + - [dev.to: Git Cheat Sheet- 20 commands I Use Everyday | Tabassum Khanum](https://dev.to/codewithtee/git-cheat-sheet-20-commands-i-use-everyday-47h9) [COMMUNITY-TOOL] + - [joshnh/Git-Commands 🌟](https://github.com/joshnh/Git-Commands/blob/master/README.md) [COMMUNITY-TOOL] + - [dev.to: Git Commands Cheatsheet: Advanced (20+ Git Commands Advanced )](https://dev.to/aashiya123/git-commands-cheatsheet-advanced-20-git-commands-advanced--35i3) [COMMUNITY-TOOL] + - [dev.to: Git Cheat Sheet πŸ“„ (50 commands + Free PDF and poster)](https://dev.to/doabledanny/git-cheat-sheet-50-commands-free-pdf-and-poster-4gcn) [COMMUNITY-TOOL] + - [freecodecamp.org: Git Cheat Sheet – 50 Git Commands You Should Know](https://www.freecodecamp.org/news/git-cheat-sheet) [COMMUNITY-TOOL] + - [opensource.com: 10 Git tips we can't live without](https://opensource.com/article/22/4/git-tips) [COMMUNITY-TOOL] + - [intellipaat.com: GIT Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/git-cheat-sheet) [COMMUNITY-TOOL] + - [dev.to: 20 Git Commands That Will Make You a Version Control Pro](https://dev.to/devland/20-git-commands-that-will-make-you-a-version-control-pro-149p) [COMMUNITY-TOOL] + - [arslanbilal/git-cheat-sheet 🌟🌟🌟](https://github.com/arslanbilal/git-cheat-sheet) [COMMUNITY-TOOL] + - [Sourcetree Cheat Sheet](https://kapeli.com/cheat_sheets/Sourcetree.docset/Contents/Resources/Documents/index) [COMMUNITY-TOOL] + - [edureka.co: Ansible Cheat Sheet – A DevOps Quick Start Guide](https://www.edureka.co/blog/cheatsheets/ansible-cheat-sheet-guide) [COMMUNITY-TOOL] + - [intellipaat.com: Ansible Basic Cheat Sheet](https://intellipaat.com/blog/tutorial/devops-tutorial/ansible-basic-cheat-sheet) [COMMUNITY-TOOL] + - [Ansible k8s cheat sheet 🌟](https://opensource.com/downloads/ansible-k8s-cheat-sheet) [COMMUNITY-TOOL] + - [fosstechnix.com: Ansible ad hoc commands with Examples](https://www.fosstechnix.com/ansible-ad-hoc-commands-with-examples) [COMMUNITY-TOOL] + - [github.com/scraly: Terraform Cheat sheet](https://github.com/scraly/terraform-cheat-sheet/blob/master/terraform-cheat-sheet.pdf) [COMMUNITY-TOOL] + - [opensource.com: 10 cheat sheets for Linux sysadmins](https://opensource.com/article/20/7/sysadmin-cheat-sheets) [COMMUNITY-TOOL] + - [curl cheat sheet for Linux and Unix users](https://daniel.haxx.se/blog/wp-content/uploads/2020/01/sticker-cheat-sheet.png) [COMMUNITY-TOOL] + - [opensource.com: Linux Parted cheat sheet](https://opensource.com/downloads/parted-cheat-sheet) [COMMUNITY-TOOL] + - [opensource.com: GNU Screen cheat sheet](https://opensource.com/downloads/gnu-screen-cheat-sheet) [COMMUNITY-TOOL] + - [catonmat.net: GNU Coreutils Cheat Sheet](https://catonmat.net/gnu-coreutils-cheat-sheet) [COMMUNITY-TOOL] + - [stationx.net: Hacking Tools Cheat Sheet](https://www.stationx.net/hacking-tools-cheat-sheet) [COMMUNITY-TOOL] + - [opensource.com: Learn advanced SSH commands with this cheat sheet](https://opensource.com/article/18/4/learn-advanced-ssh-commands-new-cheat-sheet) [COMMUNITY-TOOL] + - [comparitech.com: Nmap Cheat Sheet](https://www.comparitech.com/net-admin/nmap-nessus-cheat-sheet) [COMMUNITY-TOOL] + - [developers.redhat.com: Red Hat OpenShift Container Platform Cheat Sheet](https://developers.redhat.com/cheat-sheets/red-hat-openshift-container-platform) [COMMUNITY-TOOL] + - [github.com: Openshift cheat sheet 1](https://github.com/nekop/openshift-sandbox/blob/master/docs/command-cheatsheet.md) [COMMUNITY-TOOL] + - [gist.github.com: Openshift cheat sheet 2](https://gist.github.com/rafaeltuelho/111850b0db31106a4d12a186e1fbc53e) [COMMUNITY-TOOL] + - [github.com: openshift cheat sheet 3](https://github.com/mhausenblas/openshift-cheat-sheet) ⭐ 6 [COMMUNITY-TOOL] + - [monodot.co.uk: openshift cheat sheet 4](https://monodot.co.uk/openshift-cheatsheet) [COMMUNITY-TOOL] + - [cookbook.openshift.org 🌟](https://cookbook.openshift.org) [COMMUNITY-TOOL] + - [cookbook.openshift.org: How do I import an image from an external image' registry? 🌟](https://cookbook.openshift.org/image-registry-and-image-streams/how-do-i-import-an-image-from-an-external-image.html) [COMMUNITY-TOOL] + - [developers.redhat.com: Debezium on OpenShift Cheat Sheet](https://developers.redhat.com/cheat-sheets/debezium-openshift-cheat-sheet) [COMMUNITY-TOOL] + - [developers.redhat.com: Writing a Kubernetes Operator in Java using Quarkus' - **Cheat Sheet** 🌟](https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java) [COMMUNITY-TOOL] + - [https://dev.to/aurelievache: Understanding Kubernetes: part 1 – Pods](https://dev.to/aurelievache/kubernetes-sketchnotes-pods-4ib0) [COMMUNITY-TOOL] + - [garba.org: Kubernetes Pod Life Cycle Cheat Sheet](https://garba.org/posts/2018/k8s_pod_lc) [COMMUNITY-TOOL] + - [developers.redhat.com: Buildah Cheat Sheet](https://developers.redhat.com/cheat-sheets/buildah-cheat-sheet) [COMMUNITY-TOOL] + - [iximiuz.com: Prometheus Cheat Sheet - How to Join Multiple Metrics (Vector' Matching) 🌟](https://iximiuz.com/en/posts/prometheus-vector-matching) [COMMUNITY-TOOL] + - [iximiuz.com: Prometheus Cheat Sheet - Moving Average, Max, Min, etc (Aggregation' Over Time)](https://iximiuz.com/en/posts/prometheus-functions-agg-over-time) [COMMUNITY-TOOL] + - [Helm Cheat Sheet](https://gist.github.com/tuannvm/4e1bcc993f683ee275ed36e67c30ac49) [COMMUNITY-TOOL] + - [javaguides.net](https://www.javaguides.net/2018/06/maven-cheat-sheet.html) [COMMUNITY-TOOL] + - [bogotobogo.com](https://www.bogotobogo.com/Java/tutorials/Spring-Boot/Maven-mvn-command-cheat-sheet.php) [COMMUNITY-TOOL] + - [gist.github.com/michaellihs (jenkins pipeline)](https://gist.github.com/michaellihs/b08c89581ec597fa198cf74e2239f4a6) [COMMUNITY-TOOL] + - [eta-lang.org: Gradle Cheat Sheet](https://eta-lang.org/docs/cheatsheets/gradle-cheatsheet) [COMMUNITY-TOOL] + - [rratliff.com: Gradle Cheat Sheet](https://www.rratliff.com/gradle-cheat-sheet) [COMMUNITY-TOOL] + - [github.com/jahe: Gradle Cheat Sheet](https://gist.github.com/jahe/59557d507f43574b0d96) [COMMUNITY-TOOL] + - [github.com/jiffle: Gradle Cheat Sheet](https://gist.github.com/jiffle/499caa5f53ab8f90dc19a3040ee40f48) [COMMUNITY-TOOL] + - [developers.redhat.com: MicroProfile JWT (JSON Web Tokens)](https://developers.redhat.com/cheat-sheets/microprofile-jwt) [COMMUNITY-TOOL] + - [edureka.co: Jenkins Cheat Sheet 🌟](https://www.edureka.co/blog/cheatsheets/jenkins-cheat-sheet) [COMMUNITY-TOOL] + - [cheatography.com: Jenkins Cheat Sheet](https://cheatography.com/funthomas424242/cheat-sheets/jenkins) [COMMUNITY-TOOL] + - [intellipaat.com: Jenkins Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/jenkins-cheat-sheet) [COMMUNITY-TOOL] + - [martkos-it.co.uk: JMeter Cheat Sheet](https://martkos-it.co.uk/our-work/jmeter-testing-cheat-sheet-ng5zm-97y43-af8tj) [COMMUNITY-TOOL] + - [jmeter-testing-cheat-sheet-v10.pdf](https://martkos-it.co.uk/s/jmeter-testing-cheat-sheet-v10.pdf) [COMMUNITY-TOOL] + - [Quarkus Cheat-Sheet](https://lordofthejars.github.io/quarkus-cheat-sheet) [COMMUNITY-TOOL] + - [freecodecamp.org: Markdown Cheat Sheet – How to Write in Markdown with Examples](https://www.freecodecamp.org/news/markdown-cheat-sheet) [COMMUNITY-TOOL] + - [codingharbour.com: kafkacat cheatsheet](https://codingharbour.com/kafkacat-cheatsheet) [COMMUNITY-TOOL] + - [Machine Learning Glossary](https://developers.google.com/machine-learning/glossary) [COMMUNITY-TOOL] + - [opensource.com: JavaScript cheat sheet](https://opensource.com/downloads/javascript-cheat-sheet) [COMMUNITY-TOOL] + - [React+TypeScript Cheatsheets](https://github.com/typescript-cheatsheets/react) ⭐ 47057 [DE FACTO STANDARD] + - [freecodecamp.org: How TypeScript Interfaces Work – Explained with Examples](https://www.freecodecamp.org/news/how-typescript-interfaces-work) [COMMUNITY-TOOL] + - [opensource.com: JupyterLab cheat sheet](https://opensource.com/downloads/jupyterlab-cheat-sheet) [COMMUNITY-TOOL] + - [intellipaat.com: SQL Commands Cheat Sheet](https://intellipaat.com/blog/tutorial/sql-tutorial/sql-commands-cheat-sheet) [COMMUNITY-TOOL] + - [github.com/enochtangg/quick-SQL-cheatsheet: Quick SQL Cheatsheet 🌟](https://github.com/enochtangg/quick-SQL-cheatsheet) ⭐ 5376 [ENTERPRISE-STABLE] + - [hackr.io: SQL Commands Tutorial: DDL, DML, TCL and DQL Commands](https://hackr.io/blog/sql-commands) [COMMUNITY-TOOL] + - [github.com/swapnakpanda: SQL_CheatSheet.png](https://github.com/swapnakpanda/Infographics/blob/main/Cheat%20Sheet/Database/SQL_CheatSheet.png) [COMMUNITY-TOOL] + - [TSQL and SQL Queries Cheat Sheet](https://helpercodes.com/sql-query-cheatsheet-tutorial) [COMMUNITY-TOOL] + - [dev.to: Optimizing SQL Queries by 23x!!!](https://dev.to/navneet7716/optimizing-sql-queries-h9j) [COMMUNITY-TOOL] + - [datadoghq.com: PostgreSQL Cheatsheet](https://www.datadoghq.com/resources/datadog-postgresql-cheatsheet) [COMMUNITY-TOOL] + - [opensource.com: MariaDB and mySQL cheat sheet](https://opensource.com/downloads/mariadb-mysql-cheat-sheet) [COMMUNITY-TOOL] + - [intellipaat.com: Python Cheat Sheet Basics](https://intellipaat.com/blog/tutorial/python-tutorial/python-cheat-sheet-basics) [COMMUNITY-TOOL] + - [websitesetup.org: Python Cheat Sheet](https://websitesetup.org/python-cheat-sheet) [COMMUNITY-TOOL] + - [github.com/ekramasif: Basic Machine Learning - Python Cheatsheet](https://github.com/ekramasif/Basic-Machine-Learning/blob/main/Extraa/PythonCheatSheet.ipynb) ⭐ 80 [COMMUNITY-TOOL] + - [developers.redhat.com: Node.js Cheat Sheet](https://developers.redhat.com/cheat-sheets/nodejs-cheat-sheet) [COMMUNITY-TOOL] + - [dev.to: Selenium Cheat Sheet](https://dev.to/razgandeanu/selenium-cheat-sheet-9lc) [COMMUNITY-TOOL] + - [intellipaat.com: Selenium Cheat Sheet](https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet) [COMMUNITY-TOOL] + - [intellipaat.com: RPA Cheat Sheet](https://intellipaat.com/blog/tutorial/rpa-tutorial/rpa-cheat-sheet) [COMMUNITY-TOOL] + - [kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part' 1](https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html) [COMMUNITY-TOOL] + - [kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part' 2](https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html) [COMMUNITY-TOOL] + - [teamhood.com: scrum cheat sheet](https://teamhood.com/agile/scrum-cheat-sheet) [COMMUNITY-TOOL] -#### Technical Writing Utilities +## Cloud Infrastructure - - **(2025)** [==markdownguide.org==](https://www.markdownguide.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” An exhaustive reference guide covering the syntax, best practices, and extended features of the Markdown markup language. It provides clear examples of basic syntax, extended elements, and compatibility matrices across parsers. Double-Evidence: This guide serves as the authoritative standard for syntax validation, and live grounding shows it is widely integrated into onboarding resources for junior developers and technical writers globally. -## Developer Reference +### Orchestration -### Syntax Cheat Sheets +#### Managed Kubernetes -#### Language Manuals - - - **(2026)** [QuickRef.ME - Quick Reference Cheat Sheets](https://quickref.me/index.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A massive aggregator of high-density cheat sheets and quick reference guides covering terminal systems, programming syntaxes, database commands, and deployment paradigms. + - **(2022)** [**learnk8s.io/research: Comparison of Kubernetes managed services 🌟**](https://learnkube.com/research) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Comprehensive comparison matrix evaluating key metrics of major managed Kubernetes engines, mapping out scalability limits, upgrade strategies, and CNI setups. ## Operating Systems ### Linux Utilities @@ -30,7 +174,8 @@ #### Reference Docs - - **(2021)** [devhints.io/go: Go cheatsheet](https://devhints.io/go) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight highlights a concise, single-page reference sheet covering Go syntax, control flow, channels, and basic standard library interfaces. Live Grounding confirms this is a widely-used cheatsheet for quick syntax lookups during day-to-day coding. It is optimized for speed and readability. + - [devhints.io/go: Go cheatsheet](https://devhints.io/go) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight highlights a concise, single-page reference sheet covering Go syntax, control flow, channels, and basic standard library interfaces. Live Grounding confirms this is a widely-used cheatsheet for quick syntax lookups during day-to-day coding. It is optimized for speed and readability. + - [github.com: golang-cheat-sheet](https://github.com/a8m/golang-cheat-sheet) [ENTERPRISE-STABLE] β€” Duplicate reference of the high-density Go cheat-sheet database. It provides programmatic access to Go fundamentals, standard functions, and syntax paradigms to streamline engineering workflows. ## Software Development ### Scripting @@ -40,15 +185,20 @@ - **(2025)** [==Bash Pitfalls 🌟==](http://mywiki.wooledge.org/BashPitfalls) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” The legendary Wooledge guide listing common Bash coding mistakes and how to fix them. Covering quoting, scope, pipeline traps, and array logic, this resource is a mandatory read for any systems engineer. ## Software Engineering +### NodeJS + +#### Best Practices + + - [NodeJS Best Practices (Spanish Translation)](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) ⭐ 105273 [SPANISH CONTENT] [DE FACTO STANDARD] β€” Curator Insight hosts the comprehensive Spanish translation of the premier Node.js architecture and security handbook. Live Grounding validates its immense utility as an industry-standard guide covering testing, error handling, and production safety. [SPANISH CONTENT] ### Version Control #### Branching Strategies - - **(2013)** [**Git-flow cheatsheet**](https://danielkummer.github.io/git-flow-cheatsheet/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly interactive and multilingual cheat sheet illustrating the lifecycle of branches in Vincent Driessen's GitFlow model. This reference acts as an indispensable, quick-lookup guide for understanding CLI commands for features, releases, and hotfixes. + - [Git-flow cheatsheet](https://danielkummer.github.io/git-flow-cheatsheet/index.html) [ENTERPRISE-STABLE] β€” A highly interactive and multilingual cheat sheet illustrating the lifecycle of branches in Vincent Driessen's GitFlow model. This reference acts as an indispensable, quick-lookup guide for understanding CLI commands for features, releases, and hotfixes. #### Git Operations - - **(2021)** [**atlassian.com: Git cheat sheet**](https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive and beautifully formatted PDF and web-based Git command reference guide from Atlassian. Covers essential command categories including repository creation, local staging, history review, branch management, and remote synchronization. + - [atlassian.com: Git cheat sheet](https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet) [ENTERPRISE-STABLE] β€” A comprehensive and beautifully formatted PDF and web-based Git command reference guide from Atlassian. Covers essential command categories including repository creation, local staging, history review, branch management, and remote synchronization. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Linux](./linux.md) | [Introduction](./introduction.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/chef.md b/v2-docs/chef.md new file mode 100644 index 00000000..76d8c121 --- /dev/null +++ b/v2-docs/chef.md @@ -0,0 +1,13 @@ +# Chef + +!!! info "Architectural Context" + Detailed reference for Chef in the context of Hardened Infrastructure. + +## Standard Reference + + - [chef.io](https://www.chef.io) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Oauth](./oauth.md) | [Securityascode](./securityascode.md) | [Ansible](./ansible.md) + diff --git a/v2-docs/cicd-kubernetes-plugins.md b/v2-docs/cicd-kubernetes-plugins.md index c25ea65f..80b6df84 100644 --- a/v2-docs/cicd-kubernetes-plugins.md +++ b/v2-docs/cicd-kubernetes-plugins.md @@ -10,7 +10,18 @@ #### GitLab - [**GitLab Kubernetes Agent**](https://docs.gitlab.com/user/clusters/agent) [EN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The GitLab Agent for Kubernetes. Establishes a secure pull-based GitOps connection inside the cluster, avoiding external security exposures. +## Continuous Integration + +### CI Tools + +#### Jenkins + + - [Jenkins Kubernetes Plugin](https://plugins.jenkins.io/kubernetes) [EN CONTENT] [ENTERPRISE-STABLE] β€” The critical Kubernetes integration for Jenkins, executing dynamic agents directly inside cluster pods. Solves pipeline scale issues by tearing down runner instances upon build completion. + - [Kubernetes Continuous Deploy](https://plugins.jenkins.io/kubernetes-cd) [EN CONTENT] [COMMUNITY-TOOL] β€” A traditional Jenkins plugin for deploying build outputs to Kubernetes. Note: Has fallen out of favor in modern GitOps-centric continuous delivery pipelines. + - [openshift-pipeline](https://plugins.jenkins.io/openshift-pipeline) [EN CONTENT] [COMMUNITY-TOOL] β€” Allows direct deployment integrations inside Red Hat OpenShift pipelines via Jenkins, automating image building and pipeline orchestrations. + - [openshift-sync](https://plugins.jenkins.io/openshift-sync) [EN CONTENT] [COMMUNITY-TOOL] β€” Synchronizes OpenShift environment configs, secrets, build limits, and pod templates automatically to ensure consistent CI runner execution. + - [openshift-client](https://plugins.jenkins.io/openshift-client) [EN CONTENT] [COMMUNITY-TOOL] β€” Exposes OpenShift's command-line tool definitions directly inside Jenkins jobs, enabling custom script actions to command remote clusters safely. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Argo](./argo.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd](./cicd.md) diff --git a/v2-docs/cicd.md b/v2-docs/cicd.md index eff22f4c..d974af97 100644 --- a/v2-docs/cicd.md +++ b/v2-docs/cicd.md @@ -3,49 +3,55 @@ !!! info "Architectural Context" Detailed reference for Cicd in the context of Engineering Pipeline. +## Standard Reference + + - [weave.works: Weave Kubernetes Platform](https://www.weave.works/) [COMMUNITY-TOOL] + ## Cloud-Native Infrastructure ### Kubernetes Delivery #### Engine Evaluation - - **(2023)** [**groundcover.com: Cloud-native CI/CD? Yeah, that’s a thing 🌟**](https://www.groundcover.com/blog/ci-cd-kubernetes) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Evaluates the modern, Kubernetes-native shift in build pipelines (Tekton, Argo, Jenkins X). Live Grounding: Outlines how cloud-native orchestration removes VM runner overheads via isolated pod execution. Essential reading for selecting modern Kubernetes build architectures. + - [groundcover.com: Cloud-native CI/CD? Yeah, that’s a thing 🌟](https://www.groundcover.com/blog/ci-cd-kubernetes) [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Evaluates the modern, Kubernetes-native shift in build pipelines (Tekton, Argo, Jenkins X). Live Grounding: Outlines how cloud-native orchestration removes VM runner overheads via isolated pod execution. Essential reading for selecting modern Kubernetes build architectures. #### Enterprise Orchestration - - **(2022)** [devopsdigest.com: CI/CD Deployments: How to Expedite Across a Kubernetes Environment With DevOps Orchestration](https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration) [ADVANCED LEVEL] 🌟🌟🌟 [LEGACY] β€” Curator Insight: Explains the integration of legacy build architectures with cloud-native Kubernetes deployments. Live Grounding: Focuses on managing microservice dependencies, service meshes, and GitOps workflows in multi-cluster systems. Essential for platform transition projects. + - [devopsdigest.com: CI/CD Deployments: How to Expedite Across a Kubernetes' Environment With DevOps Orchestration](https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration) [ADVANCED LEVEL] [LEGACY] β€” Curator Insight: Explains the integration of legacy build architectures with cloud-native Kubernetes deployments. Live Grounding: Focuses on managing microservice dependencies, service meshes, and GitOps workflows in multi-cluster systems. Essential for platform transition projects. #### Implementation Guides - - **(2023)** [**spacelift.io: Kubernetes CI/CD Pipelines – 7 Best Practices and Tools | James Walker 🌟**](https://spacelift.io/blog/kubernetes-ci-cd) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Practical guide mapping pipeline design patterns specifically for deployment into Kubernetes. Live Grounding: Outlines declarative configuration, helm packaging, namespace scoping, and secret management patterns. Essential for platform developers implementing resilient Kubernetes pipelines. + - [spacelift.io: Kubernetes CI/CD Pipelines – 7 Best Practices and Tools' | James Walker 🌟](https://spacelift.io/blog/kubernetes-ci-cd) [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Practical guide mapping pipeline design patterns specifically for deployment into Kubernetes. Live Grounding: Outlines declarative configuration, helm packaging, namespace scoping, and secret management patterns. Essential for platform developers implementing resilient Kubernetes pipelines. #### Theory and Concepts - - **(2023)** [thenewstack.io: Kubernetes CI/CD Pipelines Explained](https://thenewstack.io/kubernetes-ci-cd-pipelines-explained) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Translates general CI/CD definitions specifically to containerized applications and orchestration systems. Live Grounding: Explains the roles of registries, ingress configurations, and continuous delivery loops inside K8s setups. A clean architectural overview. + - [thenewstack.io: Kubernetes CI/CD Pipelines Explained](https://thenewstack.io/kubernetes-ci-cd-pipelines-explained) [COMMUNITY-TOOL] β€” Curator Insight: Translates general CI/CD definitions specifically to containerized applications and orchestration systems. Live Grounding: Explains the roles of registries, ingress configurations, and continuous delivery loops inside K8s setups. A clean architectural overview. ## GitOps and Continuous Delivery ### Configuration Management #### Drift Detection - - **(2023)** [**CI Checks Are Not Enough: Combat Configuration Drift in Kubernetes Resources**](https://thenewstack.io/ci-checks-are-not-enough-combat-configuration-drift-in-kubernetes-resources) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explores why traditional pre-commit and CI validation checks fail to prevent configuration drift in live Kubernetes clusters. Advocates for a combined GitOps approach pairing continuous drift detection loops (such as Argo CD or Flux) with policy engines like Kyverno to ensure run-time compliance. + - [CI Checks Are Not Enough: Combat Configuration Drift in Kubernetes Resources](https://thenewstack.io/ci-checks-are-not-enough-combat-configuration-drift-in-kubernetes-resources) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Explores why traditional pre-commit and CI validation checks fail to prevent configuration drift in live Kubernetes clusters. Advocates for a combined GitOps approach pairing continuous drift detection loops (such as Argo CD or Flux) with policy engines like Kyverno to ensure run-time compliance. ### Deployment Strategies #### Blue-Green - - **(2022)** [opsmx.com: What is Blue Green Deployment ?](https://www.opsmx.com/blog/blue-green-deployment) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains the fundamental architecture of Blue-Green deployment models, evaluating how this strategy minimizes downtime and mitigates risks during production releases. Offers comparisons against canary configurations and covers prerequisite infrastructure needs. + - **(2022)** [==semaphoreci.com: Continuous Blue-Green Deployments With Kubernetes 🌟==](https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly-rated technical guide illustrating step-by-step implementation of automated Blue-Green deployments within a Kubernetes cluster. Details traffic switching using Kubernetes Services and ingress resources, highlighting rollback procedures and pipeline workflow integration. + - [opsmx.com: What is Blue Green Deployment ?](https://www.opsmx.com/blog/blue-green-deployment) [COMMUNITY-TOOL] β€” Explains the fundamental architecture of Blue-Green deployment models, evaluating how this strategy minimizes downtime and mitigates risks during production releases. Offers comparisons against canary configurations and covers prerequisite infrastructure needs. #### Overview - - **(2023)** [==blog.container-solutions.com: Deployment Strategies 🌟==](https://blog.container-solutions.com/deployment-strategies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptionally clear, classic reference outlining the pros, cons, and technical prerequisites of major Kubernetes deployment strategies, including Recreate, Rolling Update, Blue-Green, Canary, Shadow, and A/B testing. Offers clear visual schematics and runtime implications. + - [blog.container-solutions.com: Deployment Strategies 🌟](https://blog.container-solutions.com/deployment-strategies) [DE FACTO STANDARD] β€” An exceptionally clear, classic reference outlining the pros, cons, and technical prerequisites of major Kubernetes deployment strategies, including Recreate, Rolling Update, Blue-Green, Canary, Shadow, and A/B testing. Offers clear visual schematics and runtime implications. #### Video Guides - - **(2023)** [youtube: Kubernetes Deployment Strategies | DevOps FAQ | DevOps DevOps Interview Q&A](https://www.youtube.com/watch?v=aU-EtdEOdlM) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly educational video walkthrough explaining various Kubernetes deployment strategies including Rolling Updates, Recreate, Canary, and Blue-Green. Highly recommended for conceptual learning and technical interviews preparation. + - [youtube: Kubernetes Deployment Strategies | DevOps FAQ | DevOps DevOps Interview' Q&A](https://www.youtube.com/watch?v=aU-EtdEOdlM) [COMMUNITY-TOOL] β€” A highly educational video walkthrough explaining various Kubernetes deployment strategies including Rolling Updates, Recreate, Canary, and Blue-Green. Highly recommended for conceptual learning and technical interviews preparation. ### Enterprise GitOps #### OpenShift - - **(2020)** [**developers.redhat.com: The present and future of CI/CD with GitOps on Red Hat OpenShift**](https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-with-gitops-on-red-hat-openshift) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes the convergence of OpenShift Pipelines (Tekton-based) and OpenShift GitOps (Argo CD-based) to deliver unified, declarative software delivery. Discusses multi-tenancy models, secure cluster bootstrapping, and the future roadmap of enterprise GitOps. + - [developers.redhat.com: The present and future of CI/CD with GitOps on Red' Hat OpenShift](https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-with-gitops-on-red-hat-openshift) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Analyzes the convergence of OpenShift Pipelines (Tekton-based) and OpenShift GitOps (Argo CD-based) to deliver unified, declarative software delivery. Discusses multi-tenancy models, secure cluster bootstrapping, and the future roadmap of enterprise GitOps. ### Progressive Delivery #### Theory + - **(2024)** [**harness.io: Progressive Delivery: Everything You Need to Know**](https://www.harness.io/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A masterclass resource explaining the evolutionary shift from standard continuous delivery to progressive delivery. Explains integration of automated canary releases with advanced deployment patterns, metrics monitoring, and developer self-service. - **(2024)** [**split.io: Progressive Delivery**](https://www.harness.io/harness-devops-academy/progressive-delivery?utm_campaign=fme&utm_source=split_io&utm_medium=redirect&utm_content=individual) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive guide hosted by Harness (following Split.io's integration) that breaks down the mechanics of Progressive Delivery, combining canary deployments, feature flags, and automated rollbacks. Outlines how to mitigate blast radius and leverage real-time observability. ## Infrastructure @@ -53,10 +59,10 @@ #### Curated Lists - - **(2024)** [**Awesome CI/CD 🌟**](https://github.com/cicdops/awesome-ciandcd) ⭐ 1996 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly extensive, community-curated collection targeting cloud-native CI/CD. Live Grounding verifies this repository remains a vital architectural map for discovering modern delivery platforms, container orchestrators, and automated pipeline security tools. + - [Awesome CI/CD 🌟](https://github.com/cicdops/awesome-ciandcd) ⭐ 1996 [ENTERPRISE-STABLE] β€” A highly extensive, community-curated collection targeting cloud-native CI/CD. Live Grounding verifies this repository remains a vital architectural map for discovering modern delivery platforms, container orchestrators, and automated pipeline security tools. #### Evaluations - - **(2021)** [cloudbees.com: Continuous Delivery Tools: The 5 You Absolutely Need to Know in 2021](https://www.cloudbees.com/blog/cicd-tools-to-know-2021) 🌟 [LEGACY] β€” A comparison of baseline CI/CD options focusing on legacy and cloud-native systems. It contrasts the architecture of Jenkins, GitLab CI, and CloudBees, providing a foundational frame of reference before modern GitOps practices took precedence. + - [cloudbees.com: Continuous Delivery Tools: The 5 You Absolutely Need to Know' in 2021](https://www.cloudbees.com/blog/cicd-tools-to-know-2021) [LEGACY] β€” A comparison of baseline CI/CD options focusing on legacy and cloud-native systems. It contrasts the architecture of Jenkins, GitLab CI, and CloudBees, providing a foundational frame of reference before modern GitOps practices took precedence. ## Operations ### Documentation @@ -70,32 +76,36 @@ #### Agentic Engineering - - **(2025)** [**Kiro: Engineering Rigor for Agentic Development**](https://kiro.dev) [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” An emerging framework focused on enforcing software engineering rigor, test-driven validation, and deterministic guardrails within AI Agent-driven code generation and execution loops. Provides platform architectures for managing safe agent-based deployments. - - **(2025)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) ⭐ 1881 [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” An experimental, open-source repository establishing unified Model Context Protocol (MCP) skills or AI tools for Terraform and OpenTofu. Empowers AI agents to dynamically generate, parse, validate, and execute infrastructure-as-code definitions with semantic awareness. -#### Coding Assistants - - - **(2025)** [**GitHub Copilot Now Explains Failed Actions Jobs (GA)**](https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An official GitHub product announcement marking the General Availability of GitHub Copilot's automated pipeline diagnostics. Empowers developers to quickly resolve failing CI/CD builds by getting clear, contextual, AI-driven summaries and remediation plans. - - **(2024)** [**Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous Free Tier**](https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft) [SPANISH CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Spanish news analysis covering the competitive launch of Google Gemini Code Assist and its direct threat to GitHub Copilot's market dominance. Highlights its multi-repository context window, competitive pricing strategies, and integration into IDEs. [SPANISH CONTENT] + - [Terraform & OpenTofu Skill for AI Agents](https://github.com/antonbabenko/terraform-skill) ⭐ 1881 [ADVANCED LEVEL] [EMERGING] [ENTERPRISE-STABLE] β€” An experimental, open-source repository establishing unified Model Context Protocol (MCP) skills or AI tools for Terraform and OpenTofu. Empowers AI agents to dynamically generate, parse, validate, and execute infrastructure-as-code definitions with semantic awareness. ### Artifact Management #### Overview (1) - - **(2022)** [plutora.com: Artifacts management tools](https://www.plutora.com/ci-cd-tools/artifacts-management-tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An analytical review of leading artifact and package management systems in enterprise software pipelines. Compares industry platforms (such as JFrog Artifactory, Sonatype Nexus, AWS CodeArtifact) on security, performance, licensing compliance, and caching efficiency. + - [plutora.com: Artifacts management tools](https://www.plutora.com/ci-cd-tools/artifacts-management-tools) [COMMUNITY-TOOL] β€” An analytical review of leading artifact and package management systems in enterprise software pipelines. Compares industry platforms (such as JFrog Artifactory, Sonatype Nexus, AWS CodeArtifact) on security, performance, licensing compliance, and caching efficiency. ### CI-CD (1) #### Developer Productivity - - **(2021)** [Gama: Terminal UI for GitHub Actions](https://github.com/termkit/gama) ⭐ 480 [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Terminal UI utility designed to monitor and execute GitHub Actions directly from CLI screens. Deprioritized under Minimum Viable Quality (MVQ) constraints due to lack of active commits since late 2021. + - [Gama: Terminal UI for GitHub Actions](https://github.com/termkit/gama) ⭐ 480 [EN CONTENT] [COMMUNITY-TOOL] β€” Terminal UI utility designed to monitor and execute GitHub Actions directly from CLI screens. Deprioritized under Minimum Viable Quality (MVQ) constraints due to lack of active commits since late 2021. ### CI-CD Pipelines #### AWS - **(2023)** [**trek10.com: Enterprise CI/CD on AWS: a pragmatic approach**](https://caylent.com/blog/pragmatic-enterprise-cicd) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive article providing a pragmatic blueprint for building, scaling, and managing enterprise CI/CD workflows on AWS infrastructure. Covers critical patterns including AWS CodePipeline, multi-account structures, security controls, and hybrid workload deployments. +#### Enterprise Tooling + + - [JFrog Pipelines](https://jfrog.com/pipelines) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An enterprise-grade CI/CD automation tool natively integrated into the JFrog Platform. It leverages declarative YAML schemas, step-based workflows, and reusable resource models to orchestrate robust binary-centric pipelines with native support for Artifactory. #### Infrastructure as Code ##### GitHub Actions - - **(2022)** [Terraform Module Releaser GitHub Action](https://github.com/techpivot/terraform-module-releaser) ⭐ 221 🌟🌟🌟 [COMMUNITY-TOOL] β€” A specialized GitHub Action designed to automate the release process, version tagging, and registry publication of Terraform modules. Resolves development overhead by automatically generating release logs and enforcing Semantic Versioning. + - [Terraform Module Releaser GitHub Action](https://github.com/techpivot/terraform-module-releaser) ⭐ 221 [COMMUNITY-TOOL] β€” A specialized GitHub Action designed to automate the release process, version tagging, and registry publication of Terraform modules. Resolves development overhead by automatically generating release logs and enforcing Semantic Versioning. +#### Jenkins + + - [Back of the Napkin Guide to Updating Jenkins](https://www.jenkins.io/blog/2023/10/31/marc-s-napkin-upgrade-guide) [ENTERPRISE-STABLE] β€” A highly practical, pragmatic guide from a core Jenkins maintainer outlining safe upgrade strategies for Jenkins controllers and its complex plugin ecosystem. Reduces administrative friction by emphasizing snapshot backups, compatibility matrices, and staged canary verification. +#### Legacy Tooling + + - [Buildbot](https://buildbot.net) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An open-source, highly customizable Python-based continuous integration framework. While largely replaced in modern microservice deployments by container-native engines, it remains a powerful workhorse for complex, multi-platform compiled build environments. #### Patterns - **(2023)** [**harness.io: Pipeline Patterns for CI/CD Pipelines 🌟**](https://www.harness.io/blog/deployment-pipeline-patterns) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A curated collection of proven architectural patterns for structuring CI/CD pipelines at scale. Analyzes standard strategies for separating build and release triggers, parallel execution trees, templated pipeline-as-code inheritance, and automated gate governance. @@ -103,32 +113,52 @@ #### Hardening - - **(2022)** [devops.com: 8 Security Considerations for CI/CD](https://devops.com/8-security-considerations-for-ci-cd) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Outlines foundational security rules for continuous integration and delivery pipelines, addressing secret management, environment isolation, source code integrity, and third-party dependency scanning. Serves as a high-level checklist for establishing a secure DevSecOps culture. + - [devops.com: 8 Security Considerations for CI/CD](https://devops.com/8-security-considerations-for-ci-cd) [COMMUNITY-TOOL] β€” Outlines foundational security rules for continuous integration and delivery pipelines, addressing secret management, environment isolation, source code integrity, and third-party dependency scanning. Serves as a high-level checklist for establishing a secure DevSecOps culture. ### Collaborative Development #### Code Review - - **(2019)** [developers.redhat.com: 10 tips for reviewing code you don't like](https://developers.redhat.com/blog/2019/07/08/10-tips-for-reviewing-code-you-dont-like) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides key strategies and human-centric engineering guidelines for conducting constructive code reviews when encountering architectures or patterns that diverge from personal preferences. Emphasizes maintaining objectivity, focusing on standards, and fostering collaboration within development teams. + - [developers.redhat.com: 10 tips for reviewing code you don't like](https://developers.redhat.com/blog/2019/07/08/10-tips-for-reviewing-code-you-dont-like) [COMMUNITY-TOOL] β€” Provides key strategies and human-centric engineering guidelines for conducting constructive code reviews when encountering architectures or patterns that diverge from personal preferences. Emphasizes maintaining objectivity, focusing on standards, and fostering collaboration within development teams. ### DevOps Culture #### Ops Methodologies - - **(2018)** [devopsonline.co.uk: ChatOps, DevOps, ScrumOps and 5 Other Ops religions](https://www.devopsonline.co.uk/chatops-devops-scrumops-and-5-other-ops-religions) 🌟 [COMMUNITY-TOOL] β€” Curator Insight: Analyzes various operational methodologies (DevOps, ChatOps, SecOps) as structural team alignments. Live Grounding: Highlights how the explosion of modern operational paradigms requires conscious rationalization to prevent developer cognitive overload. Essential reading for organizational pattern design. + - [devopsonline.co.uk: ChatOps, DevOps, ScrumOps and 5 Other Ops religions](https://www.devopsonline.co.uk/chatops-devops-scrumops-and-5-other-ops-religions) [COMMUNITY-TOOL] β€” Curator Insight: Analyzes various operational methodologies (DevOps, ChatOps, SecOps) as structural team alignments. Live Grounding: Highlights how the explosion of modern operational paradigms requires conscious rationalization to prevent developer cognitive overload. Essential reading for organizational pattern design. #### Process Integration - - **(2022)** [thenewstack.io: 4 Best Practices to Drive Successful Adoption of CI/CD](https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Culture-focused guide outlining change management best practices for migrating to modern deployment patterns. Live Grounding: Focuses on phased migration, building internal developer champions, and utilizing lightweight automation pilots. Helpful for engineering directors managing transitions. - - **(2022)** [community.dataminer.services: CI/CD and the Agile Principles](https://community.dataminer.services/ci-cd-and-the-agile-principles) 🌟 [COMMUNITY-TOOL] β€” Curator Insight: Maps technical CI/CD mechanisms onto Agile software development principles and continuous collaboration. Live Grounding: Outlines practical execution loops to integrate sprint feedback directly into pipeline automated test setups. Good theoretical onboarding material. - - **(2020)** [linkedin pulse: Enabling CI/CD to Boost DevOps | Pavan Belagatti](https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti) 🌟 [COMMUNITY-TOOL] β€” Curator Insight: Discusses the cultural mindset shifts necessary to successfully execute technical CI/CD platforms. Live Grounding: Emphasizes treating feedback loops as critical team alignment vectors rather than purely code checks. Provides a non-technical introduction. + - [community.dataminer.services: CI/CD and the Agile Principles](https://community.dataminer.services/ci-cd-and-the-agile-principles) [COMMUNITY-TOOL] β€” Curator Insight: Maps technical CI/CD mechanisms onto Agile software development principles and continuous collaboration. Live Grounding: Outlines practical execution loops to integrate sprint feedback directly into pipeline automated test setups. Good theoretical onboarding material. + - [thenewstack.io: 4 Best Practices to Drive Successful Adoption of CI/CD](https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd) [COMMUNITY-TOOL] β€” Curator Insight: Culture-focused guide outlining change management best practices for migrating to modern deployment patterns. Live Grounding: Focuses on phased migration, building internal developer champions, and utilizing lightweight automation pilots. Helpful for engineering directors managing transitions. + - [linkedin pulse: Enabling CI/CD to Boost DevOps | Pavan Belagatti](https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti) [COMMUNITY-TOOL] β€” Curator Insight: Discusses the cultural mindset shifts necessary to successfully execute technical CI/CD platforms. Live Grounding: Emphasizes treating feedback loops as critical team alignment vectors rather than purely code checks. Provides a non-technical introduction. +#### Product Management Alignment + + - [mindtheproduct.com: The Product Managers’ Guide to Continuous Delivery and' DevOps 🌟🌟](https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Bridges the gap between technical release pipelines and business product cycles. Live Grounding: Emphasizes how feature flagging and continuous delivery empower product managers to decouple releases from deployments. Translates high-velocity engineering metrics into business outcome key-performance indicators. ### Developer Experience #### Metrics and Strategy - - **(2022)** [thenewstack.io: Improve Dev Experience to Maximize the Business Value of CD](https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Direct correlation of continuous delivery maturity with developer cognitive load and retention. Live Grounding: Explores the internal developer platform (IDP) model, emphasizing self-service portal deployment mechanisms. Highlights how lowering tool friction yields faster market delivery. + - [thenewstack.io: Improve Dev Experience to Maximize the Business Value of' CD](https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd) [COMMUNITY-TOOL] β€” Curator Insight: Direct correlation of continuous delivery maturity with developer cognitive load and retention. Live Grounding: Explores the internal developer platform (IDP) model, emphasizing self-service portal deployment mechanisms. Highlights how lowering tool friction yields faster market delivery. +### FinOps + +#### Infrastructure as Code (1) + + - **(2024)** [**InfraCost + Terraform PRs: Making Cost Awareness Effortless**](https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-martin-jackson-a6sge?utm_source=share&utm_medium=member_android&utm_campaign=share_via) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Highlights how integrating Infracost into Terraform pull request workflows drives continuous cost awareness and optimization directly at the developer level. Prevents budget shocks by showing real-time, side-by-side cost differentials before code is merged. ### FinOps and Efficiency #### Pipeline Cost Control - **(2022)** [harness.io: Streamlining CI/CD and Optimizing AWS Cloud Spend](https://www.harness.io/blog/streamlining-ci-cd) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Analyzes how automated delivery platforms can lower infrastructure footprints during CI/CD execution. Live Grounding: Details techniques like spot instance integration, automatic test-environment teardown, and resource tagging. Highly relevant for modern cloud cost-efficiency strategies. +### Infrastructure as Code (2) + +#### GitHub Actions Runners + +##### AWS (1) + + - [Cloud Posse runs-on: GitHub Actions Self-Hosted Runners](https://docs.cloudposse.com/components/library/aws/runs-on) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A robust, production-tested Terraform component for deploying and autoscaling self-hosted GitHub Actions runners inside AWS. Integrates with AWS ECS, EKS, or EC2 to provide secure, ephemeral, and cost-effective pipeline execution environments. +### Kubernetes Management + +#### PaaS Solutions + + - [Devtron Labs: Devtron provides a 'seamless,’ 'implementation agnostic' uniform interface' across Kubernetes Life Cycle integrated with most Opensource and commercial tools](https://devtron.ai) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An open-source, enterprise-grade Kubernetes dashboard and application management suite designed to abstract Kubernetes complexity. Combines CI/CD capabilities, security auditing, multi-cluster GitOps orchestration, and centralized logs into a unified, highly intuitive control plane. ### Kubernetes Native CI-CD #### Best Practices @@ -136,94 +166,89 @@ - **(2023)** [**harness.io: Kubernetes CI/CD Best Practices**](https://www.harness.io/blog/kubernetes-ci-cd-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive framework of industry-vetted best practices for implementing Kubernetes CI/CD pipelines. Features essential guidance on configuration separation, declarative GitOps integration, container immutability, and zero-trust pipeline secrets management. #### E-Books - - **(2022)** [==thenewstack.io: CI/CD with kubernetes 🌟==](https://thenewstack.io/ebooks/kubernetes/ci-cd-with-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exhaustive technical e-book curated by The New Stack detailing the complete landscape of Kubernetes-native CI/CD. Covers core tooling (Tekton, Argo CD, Flux), pipeline patterns, security implications, and architectural design choices for cloud-native workflows. + - [thenewstack.io: CI/CD with kubernetes 🌟](https://thenewstack.io/ebooks/kubernetes/ci-cd-with-kubernetes) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An exhaustive technical e-book curated by The New Stack detailing the complete landscape of Kubernetes-native CI/CD. Covers core tooling (Tekton, Argo CD, Flux), pipeline patterns, security implications, and architectural design choices for cloud-native workflows. #### Foundations - **(2022)** [**blog.sonatype.com: Achieving CI and CD With Kubernetes 🌟**](https://www.sonatype.com/blog/achieving-ci/cd-with-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Dives deep into the engineering prerequisites and conceptual framework necessary to execute robust CI/CD within a native Kubernetes topology. Details image validation, vulnerability scanning, registry integrations, and declarative delivery state management. #### Overview (2) - - **(2021)** [thenewstack.io: 7 features that make kubernetes ideal for CI/CD](https://thenewstack.io/7-features-that-make-kubernetes-ideal-for-ci-cd) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Highlights seven architectural capabilities inherent to Kubernetesβ€”such as container sandboxing, elastic horizontal scaling, declarative state enforcement, and robust service discoveryβ€”that make it the ideal runtime engine for executing high-volume, dynamic CI/CD workflows. + - [thenewstack.io: 7 features that make kubernetes ideal for CI/CD](https://thenewstack.io/7-features-that-make-kubernetes-ideal-for-ci-cd) [COMMUNITY-TOOL] β€” Highlights seven architectural capabilities inherent to Kubernetesβ€”such as container sandboxing, elastic horizontal scaling, declarative state enforcement, and robust service discoveryβ€”that make it the ideal runtime engine for executing high-volume, dynamic CI/CD workflows. ### Security and Compliance #### Finance and Enterprise - - **(2023)** [clickittech.com: CI/CD Best Practices: Top 10 Practices for Financial Services](https://www.clickittech.com/devops/ci-cd-best-practices) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Targets highly regulated sector constraints within continuous software integration pipelines. Live Grounding: Explores compliance logging, SOC2 control checkpoints, auditability, and automated vulnerability scanning. Critical for building secure enterprise delivery gates. + - [clickittech.com: CI/CD Best Practices: Top 10 Practices for Financial Services](https://www.clickittech.com/devops/ci-cd-best-practices) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Targets highly regulated sector constraints within continuous software integration pipelines. Live Grounding: Explores compliance logging, SOC2 control checkpoints, auditability, and automated vulnerability scanning. Critical for building secure enterprise delivery gates. ## Software Delivery ### CICD Automation #### Optimization Strategies - - **(2022)** [harness.io: 3 Ways to Use Automation in CI/CD Pipelines](https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Practical deep dive into automating regression testing, canary rollouts, and feedback. Live Grounding: Assesses the impact of AI-driven validation on mitigating manual deployment verification bottlenecks. Highly relevant for scaling organizations looking to eliminate human intervention points. -#### Pipeline-as-Code - - - **(2021)** [testguild.com: Pipeline as Code with Mohamed Labouardy](https://testguild.com/podcast/automation/a345-mohamed) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Audio interview exploring the cultural and architectural shift toward Pipeline-as-Code (PaC) designs. Live Grounding: Discusses real-world declarative configuration files, versioning pipelines alongside source code, and automated testing loops. Bridges manual QA with modern infrastructure automation. + - [harness.io: 3 Ways to Use Automation in CI/CD Pipelines](https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines) [COMMUNITY-TOOL] β€” Curator Insight: Practical deep dive into automating regression testing, canary rollouts, and feedback. Live Grounding: Assesses the impact of AI-driven validation on mitigating manual deployment verification bottlenecks. Highly relevant for scaling organizations looking to eliminate human intervention points. ### CICD Foundations #### Best Practices (1) - - **(2021)** [CI/CD Best Practices 🌟](https://blog.bitsrc.io/ci-cd-best-practices-bca0ef665677) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Practical recommendations for maximizing the performance and security of delivery loops. Live Grounding: Advocates for shifting security left, treating pipelines as code, and prioritizing short-lived feature branches. Provides actionable guidelines for optimizing feedback cycle speed. - - **(2021)** [cloudbees.com: 7 Tips for Creating A Successful CI/CD Pipeline 🌟](https://www.cloudbees.com/blog/tips-creating-successful-cicd-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Distilled architectural rules for creating resilient, fast, and scalable integration pipelines. Live Grounding: Focuses on trunk-based development, early artifact creation, and environmental parity. Helps engineering teams streamline deployment velocities while preserving code quality. - - **(2021)** [Top 5 CI/CD best practices for 2021 🌟](https://circleci.com/blog/top-5-ci-cd-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Outlines optimal pipeline management techniques centered around speed and reliability metrics. Live Grounding: Emphasizes keeping builds fast, security container scanning, and utilizing caching effectively. Practical advice from CircleCI's data-driven insights. + - [CI/CD Best Practices 🌟](https://blog.bitsrc.io/ci-cd-best-practices-bca0ef665677) [COMMUNITY-TOOL] β€” Curator Insight: Practical recommendations for maximizing the performance and security of delivery loops. Live Grounding: Advocates for shifting security left, treating pipelines as code, and prioritizing short-lived feature branches. Provides actionable guidelines for optimizing feedback cycle speed. + - [cloudbees.com: 7 Tips for Creating A Successful CI/CD Pipeline 🌟](https://www.cloudbees.com/blog/tips-creating-successful-cicd-pipeline) [COMMUNITY-TOOL] β€” Curator Insight: Distilled architectural rules for creating resilient, fast, and scalable integration pipelines. Live Grounding: Focuses on trunk-based development, early artifact creation, and environmental parity. Helps engineering teams streamline deployment velocities while preserving code quality. + - [Top 5 CI/CD best practices for 2021 🌟](https://circleci.com/blog/top-5-ci-cd-best-practices) [COMMUNITY-TOOL] β€” Curator Insight: Outlines optimal pipeline management techniques centered around speed and reliability metrics. Live Grounding: Emphasizes keeping builds fast, security container scanning, and utilizing caching effectively. Practical advice from CircleCI's data-driven insights. #### Developer Experience (1) - - **(2021)** [stackoverflow.blog: Fulfilling the promise of CI/CD](https://stackoverflow.blog/2021/12/20/fulfilling-the-promise-of-ci-cd) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Identifies operational gaps preventing organizations from achieving real CI/CD performance. Live Grounding: Explores why tooling isn't a silver bullet, focusing instead on internal developer advocacy and shifting metrics from outputs to outcomes. + - [stackoverflow.blog: Fulfilling the promise of CI/CD](https://stackoverflow.blog/2021/12/20/fulfilling-the-promise-of-ci-cd) [COMMUNITY-TOOL] β€” Curator Insight: Identifies operational gaps preventing organizations from achieving real CI/CD performance. Live Grounding: Explores why tooling isn't a silver bullet, focusing instead on internal developer advocacy and shifting metrics from outputs to outcomes. #### Implementation Guides (1) - - **(2022)** [cloudbees.com: Key Components of a CI/CD Pipeline](https://www.cloudbees.com/blog/ci-cd-pipeline) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Outlines the essential build blocks of a secure, enterprise-ready continuous delivery system. Live Grounding: Analyzes pipeline stages from code commit triggers to environment artifact promotion. Best for validating existing delivery workflow completeness. - - **(2021)** [devops.com: How to Implement an Effective CI/CD Pipeline](https://devops.com/how-to-implement-an-effective-ci-cd-pipeline) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Establishes a step-by-step roadmap for standardizing automated software delivery paths. Live Grounding: Emphasizes the critical nature of unit testing, security scanning, and container-based environments in modern pipelines. Identifies key pitfalls like test-suite bloat and fragile stage dependencies. + - [devops.com: How to Implement an Effective CI/CD Pipeline](https://devops.com/how-to-implement-an-effective-ci-cd-pipeline) [COMMUNITY-TOOL] β€” Curator Insight: Establishes a step-by-step roadmap for standardizing automated software delivery paths. Live Grounding: Emphasizes the critical nature of unit testing, security scanning, and container-based environments in modern pipelines. Identifies key pitfalls like test-suite bloat and fragile stage dependencies. + - [cloudbees.com: Key Components of a CI/CD Pipeline](https://www.cloudbees.com/blog/ci-cd-pipeline) [COMMUNITY-TOOL] β€” Curator Insight: Outlines the essential build blocks of a secure, enterprise-ready continuous delivery system. Live Grounding: Analyzes pipeline stages from code commit triggers to environment artifact promotion. Best for validating existing delivery workflow completeness. #### Industry Trends - - **(2022)** [about.gitlab.com: How to keep up with CI/CD best practices](https://about.gitlab.com/blog/2022/02/03/how-to-keep-up-with-ci-cd-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Provides a roadmap for keeping engineering skillsets aligned with state-of-the-art deployment practices. Live Grounding: Explores GitOps integrations, pipeline security monitoring, and automated performance tracking. A good educational resource for career platform engineers. - - **(2023)** [sdtimes.com: The State of CI/CD](https://sdtimes.com/cicd/the-state-of-ci-cd) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Broad industry survey analyzing developer adoption and tool fragmentation in delivery architectures. Live Grounding: Highlights the continuous shift towards GitOps, automated security gates (DevSecOps), and platform orchestration. Useful for long-term strategic architectural planning. -#### Onboarding and Training - - - **(2022)** [about.gitlab.com: How to learn CI/CD fast](https://about.gitlab.com/blog/2022/04/13/how-to-learn-ci-cd-fast) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Practical learning blueprint focusing on building incremental toy pipelines using GitLab CI. Live Grounding: Recommends direct hand-on setups of simple test automation and container builds before transitioning to complex deployments. Perfect for rapid developer upskilling. + - [sdtimes.com: The State of CI/CD](https://sdtimes.com/cicd/the-state-of-ci-cd) [COMMUNITY-TOOL] β€” Curator Insight: Broad industry survey analyzing developer adoption and tool fragmentation in delivery architectures. Live Grounding: Highlights the continuous shift towards GitOps, automated security gates (DevSecOps), and platform orchestration. Useful for long-term strategic architectural planning. #### Open Source Pipelines - - **(2019)** [opensource.com: A beginner's guide to building DevOps pipelines with open source tools](https://opensource.com/article/19/4/devops-pipeline) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Demystifies CI/CD pipeline construction using classic open-source tools like Jenkins and GitLab CI. Live Grounding: Provides an educational blueprint on source control integration, build automation, and deployment validation. Highly suitable for teams transitioning from manual deployments to early automation. + - [opensource.com: A beginner's guide to building DevOps pipelines with open' source tools](https://opensource.com/article/19/4/devops-pipeline) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Demystifies CI/CD pipeline construction using classic open-source tools like Jenkins and GitLab CI. Live Grounding: Provides an educational blueprint on source control integration, build automation, and deployment validation. Highly suitable for teams transitioning from manual deployments to early automation. + - [devops.com: 7 Popular Open Source CI/CD Tools](https://devops.com/7-popular-open-source-ci-cd-tools) [COMMUNITY-TOOL] β€” Curator Insight: Comparative survey of prominent open-source continuous integration and deployment engines. Live Grounding: Analyzes Jenkins, GitLab, Tekton, and others, contrasting their resource overheads and declarative features. Useful for teams choosing a baseline deployment stack. #### Theory and Concepts (1) - - **(2020)** [dev.to: CI/CD Continuous Integration & Delivery Explained 🌟🌟](https://dev.to/semaphore/ci-cd-continuous-integration-delivery-explained-75l) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Clear conceptual breakdown of CI, CD, and Continuous Deployment lifecycle phases. Live Grounding: Maintained by Semaphore CI, offering architectural clarity on the automated test feedback loops and deployment gates. Serves as an excellent onboarding reference for junior platform engineers. - **(2023)** [infoworld.com: What is CI/CD? Continuous integration and continuous delivery explained](https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Broad industry-focused definition of CI/CD pipeline automation and toolchains. Live Grounding: Explores the evolutionary shift from monolithic build scripts to declarative yaml-based pipeline orchestration. Provides a vendor-neutral high-level analysis of standard integration loops. - **(2023)** [harness.io: CI/CD Pipeline: Everything You Need to Know 🌟](https://www.harness.io/blog/ci-cd-pipeline) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Comprehensive guide exploring pipeline components, from source stage to verification loops. Live Grounding: Examines modern orchestration capabilities, such as automated rollbacks and telemetry integration. Useful as a central reference manual for platform designers. - **(2022)** [kodekloud.com: What is CI/CD Pipeline in DevOps](https://kodekloud.com/blog/ci-cd-pipeline-in-devops) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Practical breakdown of the DevOps pipeline lifecycle using modular visual metaphors. Live Grounding: Focuses on how popular toolchains (Jenkins, GitHub Actions, ArgoCD) fit into the respective integration vs deployment phases. Excellent introductory material with a strong visual structure. - **(2022)** [harness.io: What is Continuous Integration? 🌟](https://www.harness.io/harness-devops-academy/what-is-continuous-integration-ci) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Detailed deep dive into the integration phase of modern software development lifecycles. Live Grounding: Evaluates the importance of fast feedback loops, automated testing suite configuration, and build runners. Essential for aligning teams on integration-first habits. - - **(2022)** [opsmx.com: What is a CI/CD Pipeline ?](https://www.opsmx.com/blog/what-is-a-ci-cd-pipeline) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Breaks down the structural steps required to transition code from git to cloud environments. Live Grounding: Outlines specific components of secure pipelines, focusing on policy enforcement and validation stages. Highly applicable for early security audits of delivery loops. - **(2023)** [harness.io: Understanding the Phases of the Software Development Life Cycle](https://www.harness.io/blog/software-development-life-cycle) [GUIDE] 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Educational exploration of the modern SDLC framework from requirements to deployment. Live Grounding: Maps traditional software lifecycle stages directly to automated cloud-native DevOps pipelines. Ideal educational material for architectural alignment. - - **(2020)** [techuz.com: What is CI/CD? An Introduction to Continuous Integration, Continuous Deployment and CI/CD Pipeline](https://www.techuz.com/blog/what-is-ci-cd-an-introduction-to-continuous-integration-continuous-deployment-and-ci-cd-pipeline) 🌟 [COMMUNITY-TOOL] β€” Curator Insight: High-level overview of manual steps vs. modern automated pipeline phases. Live Grounding: Introduces fundamental terminologies (runners, stages, artifacts) in an accessible format for engineering managers and clients. Useful for rapid theoretical onboarding. + - [dev.to: CI/CD Continuous Integration & Delivery Explained 🌟🌟](https://dev.to/semaphore/ci-cd-continuous-integration-delivery-explained-75l) [COMMUNITY-TOOL] β€” Curator Insight: Clear conceptual breakdown of CI, CD, and Continuous Deployment lifecycle phases. Live Grounding: Maintained by Semaphore CI, offering architectural clarity on the automated test feedback loops and deployment gates. Serves as an excellent onboarding reference for junior platform engineers. + - [techuz.com: What is CI/CD? An Introduction to Continuous Integration, Continuous' Deployment and CI/CD Pipeline](https://www.techuz.com/blog/what-is-ci-cd-an-introduction-to-continuous-integration-continuous-deployment-and-ci-cd-pipeline) [COMMUNITY-TOOL] β€” Curator Insight: High-level overview of manual steps vs. modern automated pipeline phases. Live Grounding: Introduces fundamental terminologies (runners, stages, artifacts) in an accessible format for engineering managers and clients. Useful for rapid theoretical onboarding. + - [opsmx.com: What is a CI/CD Pipeline ?](https://www.opsmx.com/blog/what-is-a-ci-cd-pipeline) [COMMUNITY-TOOL] β€” Curator Insight: Breaks down the structural steps required to transition code from git to cloud environments. Live Grounding: Outlines specific components of secure pipelines, focusing on policy enforcement and validation stages. Highly applicable for early security audits of delivery loops. #### Troubleshooting and Design - **(2023)** [lambdatest.com: Top 10 CI/CD Pipeline Implementation Challenges And Solutions](https://www.testmuai.com/blog/cicd-pipeline-challenges) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Highlights common pipeline failure patterns (e.g., flaky testing, configuration drift) and mitigation techniques. Live Grounding: Discusses technical strategies such as containerizing run environments and orchestrating parallel testing clusters. Ideal for operational maintenance planning. #### Trunk-Based Development - - **(2021)** [**thinkinglabs.io: Feature Branching considered evil 🌟**](https://thinkinglabs.io/talks/feature-branching-considered-evil.html) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: A provocative analysis contrasting long-lived feature branches with trunk-based development. Live Grounding: Details how feature branches delay integration, hide conflicts, and impede actual continuous integration. Offers clear alternative patterns like branch-by-abstraction and feature flags. + - [thinkinglabs.io: Feature Branching considered evil 🌟](https://thinkinglabs.io/talks/feature-branching-considered-evil.html) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: A provocative analysis contrasting long-lived feature branches with trunk-based development. Live Grounding: Details how feature branches delay integration, hide conflicts, and impede actual continuous integration. Offers clear alternative patterns like branch-by-abstraction and feature flags. + - [Purposeful Commits](https://chrisarcand.com/purposeful-commits) [COMMUNITY-TOOL] β€” Curator Insight: Explores the cultural developer hygiene of crafting clear, logical git commits. Live Grounding: Details how concise commit histories simplify pipeline automated testing, automated changelogs, and fast deployment troubleshooting. Essential software craft guidance. ### Cloud-Native Delivery #### Best Practices (2) - - **(2021)** [jfrog.com: Cloud Native CI/CD: The Ultimate Checklist](https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: A structured audit checklist targeting modern, microservices-driven Kubernetes pipeline builds. Live Grounding: Focuses on container image promotion, security vulnerability gates, and metadata tracking. Crucial for designing compliance-ready enterprise pipelines. + - [jfrog.com: Cloud Native CI/CD: The Ultimate Checklist](https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: A structured audit checklist targeting modern, microservices-driven Kubernetes pipeline builds. Live Grounding: Focuses on container image promotion, security vulnerability gates, and metadata tracking. Crucial for designing compliance-ready enterprise pipelines. #### Hybrid Cloud Deployments - - **(2022)** [**jfrog.com: How to Accelerate Software Delivery with Hybrid Cloud CI/CD (e-commerce) 🌟**](https://jfrog.com/blog/how-to-accelerate-software-delivery-with-hybrid-cloud-ci-cd) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” Curator Insight: Case study analyzing delivery speedups for high-traffic, e-commerce architectures in hybrid environments. Live Grounding: Illustrates cross-cloud registry synchronization, multi-region deployments, and localized caching strategies. Essential for scaling high-density, low-latency applications across on-prem and cloud. + - [jfrog.com: How to Accelerate Software Delivery with Hybrid Cloud CI/CD (e-commerce)' 🌟](https://jfrog.com/blog/how-to-accelerate-software-delivery-with-hybrid-cloud-ci-cd) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [ENTERPRISE-STABLE] β€” Curator Insight: Case study analyzing delivery speedups for high-traffic, e-commerce architectures in hybrid environments. Live Grounding: Illustrates cross-cloud registry synchronization, multi-region deployments, and localized caching strategies. Essential for scaling high-density, low-latency applications across on-prem and cloud. #### Microservices vs Monoliths - - **(2021)** [**thenewstack.io: Are Monolith CI/CD Pipelines Killing Quality in Your Software?**](https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Critiques monolithic, bloated pipeline scripts that aggregate multiple team steps. Live Grounding: Details the benefits of decentralized, modular microservice pipelines that deploy independently. Highly relevant for architects planning the decomposition of delivery infrastructure. + - [thenewstack.io: Are Monolith CI/CD Pipelines Killing Quality in Your Software?](https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Critiques monolithic, bloated pipeline scripts that aggregate multiple team steps. Live Grounding: Details the benefits of decentralized, modular microservice pipelines that deploy independently. Highly relevant for architects planning the decomposition of delivery infrastructure. ### Continuous Deployment #### Architectural Patterns - - **(2020)** [==continuousdelivery.com: Patterns 🌟==](https://continuousdelivery.com/implementing/patterns) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Canonical reference index for continuous delivery methodologies based on Dave Farley and Jez Humble's foundational work. Live Grounding: Outlines immutable design principles including blue-green deployments, database migrations, and trunk-based workflows. Crucial foundational patterns for cloud-native architects. - - **(2021)** [**speakerdeck.com: Deployment Scripting != Continuous Delivery**](https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Presentation slides clarifying the crucial distinction between ad-hoc bash scripting and declarative platform-based CD. Live Grounding: Contrasts custom deploy scripts with scalable container-based rollout engines. Focuses on cost efficiency, reproducibility, and declarative systems. + - [continuousdelivery.com: Patterns 🌟](https://continuousdelivery.com/implementing/patterns) [ADVANCED LEVEL] [GUIDE] [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Canonical reference index for continuous delivery methodologies based on Dave Farley and Jez Humble's foundational work. Live Grounding: Outlines immutable design principles including blue-green deployments, database migrations, and trunk-based workflows. Crucial foundational patterns for cloud-native architects. + - [speakerdeck.com: Deployment Scripting != Continuous Delivery](https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Presentation slides clarifying the crucial distinction between ad-hoc bash scripting and declarative platform-based CD. Live Grounding: Contrasts custom deploy scripts with scalable container-based rollout engines. Focuses on cost efficiency, reproducibility, and declarative systems. #### Database Migrations - - **(2022)** [**thenewstack.io: Embracing Database Deployments in CI/CD Practices with Git**](https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Targets the complex challenge of automating database schema evolutionary changes within standard CI/CD. Live Grounding: Explores declarative schema management and migration tooling (Liquidbase, Flyway) running inside pipeline validation checks. Essential for achieving end-to-end CD capabilities. + - [thenewstack.io: Embracing Database Deployments in CI/CD Practices with Git](https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Targets the complex challenge of automating database schema evolutionary changes within standard CI/CD. Live Grounding: Explores declarative schema management and migration tooling (Liquidbase, Flyway) running inside pipeline validation checks. Essential for achieving end-to-end CD capabilities. #### Real-World Architecture - - **(2018)** [tech.buzzfeed.com: Continuous Deployments at BuzzFeed](https://tech.buzzfeed.com/continuous-deployments-at-buzzfeed-d171f76c1ac4) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Details BuzzFeed's proprietary PaaS (Rig) built to coordinate thousands of deployments daily. Live Grounding: Showcases practical containerization patterns and chat-based tooling that drive highly decentralized deployment workflows. A canonical case study in reducing developer friction at scale. + - [tech.buzzfeed.com: Continuous Deployments at BuzzFeed](https://tech.buzzfeed.com/continuous-deployments-at-buzzfeed-d171f76c1ac4) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Details BuzzFeed's proprietary PaaS (Rig) built to coordinate thousands of deployments daily. Live Grounding: Showcases practical containerization patterns and chat-based tooling that drive highly decentralized deployment workflows. A canonical case study in reducing developer friction at scale. #### Resilient Release Strategies - - **(2020)** [==aws.amazon.com: Automating safe, hands-off deployments 🌟🌟==](https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments) [SPANISH CONTENT] [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” Curator Insight: Internal engineering insights from Amazon's sophisticated deployment engines (Pipelines/Apollo). Live Grounding: Explores fractional rollouts, automated rollback alarms, and regional blast-radius mitigation. Serves as an essential architectural design guide for mission-critical cloud-scale delivery. [SPANISH CONTENT] + - [aws.amazon.com: Automating safe, hands-off deployments 🌟🌟](https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments) [SPANISH CONTENT] [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [DE FACTO STANDARD] β€” Curator Insight: Internal engineering insights from Amazon's sophisticated deployment engines (Pipelines/Apollo). Live Grounding: Explores fractional rollouts, automated rollback alarms, and regional blast-radius mitigation. Serves as an essential architectural design guide for mission-critical cloud-scale delivery. [SPANISH CONTENT] ### Enterprise Orchestration (1) #### Platform Evaluation @@ -235,9 +260,17 @@ #### Foundations (1) - - **(2006)** [==martinfowler.com: Continuous Integration (original version)==](https://martinfowler.com/articles/originalContinuousIntegration.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Martin Fowler's classic text detailing the cultural and technical prerequisites of Continuous Integration. Covers core practices such as automated builds, self-testing, and daily developer code merges. - - **(2018)** [opensource.com: What is CI/CD?](https://opensource.com/article/18/8/what-cicd) [COMMUNITY-TOOL] β€” A foundational article defining the mechanics of Continuous Integration and Continuous Deployment (CI/CD). Explores testing automation, continuous integration loops, and deployment pipelines. + - [opensource.com: What is CI/CD?](https://opensource.com/article/18/8/what-cicd) [COMMUNITY-TOOL] β€” A foundational article defining the mechanics of Continuous Integration and Continuous Deployment (CI/CD). Explores testing automation, continuous integration loops, and deployment pipelines. + - [martinfowler.com: Continuous Integration (original version)](https://martinfowler.com/articles/originalContinuousIntegration.html) [DE FACTO STANDARD] β€” Martin Fowler's classic text detailing the cultural and technical prerequisites of Continuous Integration. Covers core practices such as automated builds, self-testing, and daily developer code merges. +#### Trends + + - [sdtimes.com: CI/CD pipelines are expanding 🌟](https://sdtimes.com/devops/ci-cd-pipelines-are-expanding) [COMMUNITY-TOOL] β€” Explores how modern CI/CD pipelines are expanding their scope to integrate security scans, compliance policy engines, and platform provisioning stages. +### Microservices + +#### Design Patterns + + - [The 12-Factor App: An Updated Guide](https://newsletter.francofernando.com/p/the-12-factor-app-an-updated-guide) [COMMUNITY-TOOL] β€” An updated architectural deep-dive into the Twelve-Factor App methodology. Reviews the classic software principles (like database separations, environment configs, and scaling processes) in modern Kubernetes environments. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Argo](./argo.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) diff --git a/v2-docs/cloud-arch-diagrams.md b/v2-docs/cloud-arch-diagrams.md index 166cf23d..b0efcab7 100644 --- a/v2-docs/cloud-arch-diagrams.md +++ b/v2-docs/cloud-arch-diagrams.md @@ -3,14 +3,34 @@ !!! info "Architectural Context" Detailed reference for Cloud Arch Diagrams in the context of Architectural Foundations. -## Platform Engineering +## Standard Reference -### AI Integration + - [alibabacloud.com: How to Create an Effective Technical Architectural Diagram?](https://www.alibabacloud.com/blog/how-to-create-an-effective-technical-architectural-diagram_596100) [COMMUNITY-TOOL] + - [CloudSkew](https://www.cloudskew.com) [COMMUNITY-TOOL] + - [Hyperglance](https://www.hyperglance.com) [COMMUNITY-TOOL] + - [PlantUML](https://plantuml.com) [COMMUNITY-TOOL] + - [draw.io](https://drawio-app.com) [COMMUNITY-TOOL] + - [Isoflow](https://isoflow.io) [COMMUNITY-TOOL] + - [autodraw.com](https://www.autodraw.com) [COMMUNITY-TOOL] + - [kubernetes.io: Diagram Guide - Mermaid JavaScript library 🌟](https://kubernetes.io/docs/contribute/style/diagram-guide) [COMMUNITY-TOOL] + - [mingrammer/diagrams](https://github.com/mingrammer/diagrams) ⭐ 42287 [DE FACTO STANDARD] + - [navveenbalani.dev: Code To Custom Cloud Architecture Diagrams](https://navveenbalani.dev/index.php/articles/code-to-custom-cloud-architecture-diagrams) [COMMUNITY-TOOL] + - [github.com/dcasati/kubernetes-PlantUML](https://github.com/dcasati/kubernetes-PlantUML) ⭐ 281 [COMMUNITY-TOOL] + - [excalidraw.com](https://excalidraw.com) [COMMUNITY-TOOL] + - [diagrams.mingrammer.com: Diagram as Code](https://diagrams.mingrammer.com) [COMMUNITY-TOOL] + - [cloudogu/k8s-diagrams](https://github.com/cloudogu/k8s-diagrams) ⭐ 339 [COMMUNITY-TOOL] + - [AWS Architecture Icons](https://aws.amazon.com/architecture/icons) [COMMUNITY-TOOL] + - [Google Cloud Architecture Icons](https://cloud.google.com/icons) [COMMUNITY-TOOL] + - [aquasecurity/cloudsec-icons](https://github.com/aquasecurity/cloudsec-icons) [COMMUNITY-TOOL] + - [Azure Products by Region Table](https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/table) [COMMUNITY-TOOL] + - [hava.io](https://www.hava.io) [COMMUNITY-TOOL] + - [infviz.io](https://infviz.io) [COMMUNITY-TOOL] + - [AWS Account Cloud9 Visualizer](https://github.com/wongcyrus/aws-account-cloud9-visualizer) [COMMUNITY-TOOL] + - [cfn-diagram 🌟](https://github.com/mhlabs/cfn-diagram) [COMMUNITY-TOOL] + - [github.com/awslabs/diagram-as-code 🌟](https://github.com/awslabs/diagram-as-code) ⭐ 1507 [COMMUNITY-TOOL] + - [feluelle/airflow-diagrams](https://github.com/feluelle/airflow-diagrams) ⭐ 359 [COMMUNITY-TOOL] -#### Agentic Engineering - - - **(2025)** [Draw.io MCP for Diagram Generation: Why It’s Worth Using](https://thomasthornton.cloud/draw-io-mcp-for-diagram-generation-why-its-worth-using) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An illustrative guide showing how the Draw.io Model Context Protocol (MCP) server allows AI assistants to programmatically generate and edit architecture diagrams. Bridges the gap between conversational design instructions and technical diagrams. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/cloud-asset-inventory.md b/v2-docs/cloud-asset-inventory.md index 4b9b5aad..b5ce6529 100644 --- a/v2-docs/cloud-asset-inventory.md +++ b/v2-docs/cloud-asset-inventory.md @@ -3,17 +3,56 @@ !!! info "Architectural Context" Detailed reference for Cloud Asset Inventory in the context of Architectural Foundations. +## Cloud Infrastructure + +### AWS + +#### Asset Management + + - [Querying AWS at scale across APIs, Regions, and accounts](https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-regions-and-accounts) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An AWS blog post analyzing strategies and open-source tools (like Steampipe) to query and audit AWS resources at massive multi-region, multi-account scales. It breaks down API rate-limiting workarounds and security posture assessment methodologies. +### Azure + +#### Enterprise Architecture + + - [Transitioning an Existing Azure Environment to the Azure Landing Zone Reference Architecture](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition) [ADVANCED LEVEL] [LEGACY] β€” Official Microsoft guidance outlining the migration roadmap of legacy brownfield Azure environments to the Azure Landing Zone (ALZ) conceptual architecture. It focuses on governance, subscription organization, network topology convergence, and security policy enforcement at scale. +#### Platform Engineering + + - [Subscription Vending Implementation Guidance](https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription-vending) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains the architectural pattern of automated subscription vending on Azure. + +* Guides cloud platform teams to construct GitOps-driven workflows. +* Automatically provisions fully governed, secure, and networked Azure subscriptions using Bicep or Terraform. +### Storage + +#### Distributed Filesystems + + - [Ceph: A Distributed Object, Block, and File Storage Platform](https://github.com/ceph/ceph) ⭐ 16621 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The industry-standard unified, distributed storage system designed to provide excellent performance, reliability, and scalability. + +* Provides object, block, and file storage within a single cluster. +* Acts as a foundational storage engine for large-scale Kubernetes PV platforms (Rook-Ceph) and private clouds. +### Training + +#### AWS Official + + - [AWS Cloud Practitioner - Curso Completo 2023](https://www.youtube.com/watch?v=zQyrhjEAqLs) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A complete video guide systematically mapping the official AWS Cloud Practitioner certification domains in Spanish. [SPANISH CONTENT] ## Cloud Security -### Asset Management +### Asset Management (1) #### Infrastructure-as-Code - - **(2026)** [==cloudquery.io: Cloud Query: The open-source cloud asset inventory powered by SQL==](https://www.cloudquery.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source cloud asset inventory tool that transforms infrastructure metadata into queryable SQL databases. By decoupling extraction (APIs) from storage (PostgreSQL, ClickHouse), it enables security and platform teams to perform advanced compliance auditing, cost optimization, and drift detection. + - [cloudquery.io: Cloud Query: The open-source cloud asset inventory powered' by SQL](https://www.cloudquery.io) [DE FACTO STANDARD] β€” An open-source cloud asset inventory tool that transforms infrastructure metadata into queryable SQL databases. By decoupling extraction (APIs) from storage (PostgreSQL, ClickHouse), it enables security and platform teams to perform advanced compliance auditing, cost optimization, and drift detection. + - [steampipe 🌟](https://steampipe.io) [ENTERPRISE-STABLE] β€” A zero-dependency CLI tool that allows querying of APIs and cloud infrastructure (AWS, Azure, GitHub, etc.) dynamically using Postgres-compatible SQL. It simplifies cloud infrastructure compliance, security audits, and resource inspection by exposing multi-platform APIs as regular database tables. #### Observability - **(2023)** [cloudquery.io: Building an Open-Source Cloud Asset Inventory with CloudQuery and Grafana](https://www.cloudquery.io/learning-center/cloud-asset-management) [COMMUNITY-TOOL] β€” A hands-on deployment guide detailing how to build a unified cloud-native asset inventory. It guides architects through configuring CloudQuery pipelines to extract multi-cloud metadata and visualize security posture and infrastructure footprint dynamically via Grafana dashboards. +## Software Architecture + +### Cloud Patterns + +#### Serverless + + - [ServerlessHorrors: A Web Compiling Nightmares in the Serverless World](https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadillas-del-mundo-serverless) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Un compendio tΓ©cnico sobre los errores mΓ‘s comunes y costosos en el diseΓ±o de arquitecturas serverless. Ofrece un anΓ‘lisis crΓ­tico de fallos reales de concurrencia, inicios en frΓ­o ("cold starts"), costos fuera de control e integraciΓ³n de servicios, sirviendo como guΓ­a de advertencia para diseΓ±adores de sistemas distribuidos. [SPANISH CONTENT] --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Customer](./customer.md) | [Devops Tools](./devops-tools.md) | [Mkdocs](./mkdocs.md) diff --git a/v2-docs/cloudflare.md b/v2-docs/cloudflare.md new file mode 100644 index 00000000..c595df39 --- /dev/null +++ b/v2-docs/cloudflare.md @@ -0,0 +1,18 @@ +# Cloudflare + +!!! info "Architectural Context" + Detailed reference for Cloudflare in the context of Networking & Service Mesh. + +## Standard Reference + + - [How to Set Up a Custom Email with Cloudflare and Mailgun](https://www.freecodecamp.org/news/how-to-set-up-custom-email) [COMMUNITY-TOOL] + - [cloudflare.com](https://www.cloudflare.com) [COMMUNITY-TOOL] + - [Cloudflare workers (Serverless)](https://workers.cloudflare.com) [COMMUNITY-TOOL] + - [blog.cloudflare.com: Network Performance Update: Full Stack Week](https://blog.cloudflare.com/network-performance-update-full-stack-week) [COMMUNITY-TOOL] + - [blog.cloudflare.com: Guest Blog: k8s tunnels with Kudelski Security](https://blog.cloudflare.com/guest-blog-zero-trust-access-kubernetes) [COMMUNITY-TOOL] + - [blog.cloudflare.com: Zero Trust Private Networking Rules](https://blog.cloudflare.com/zero-trust-private-networking-rules) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Caching](./caching.md) | [Istio](./istio.md) | [Kubernetes Networking](./kubernetes-networking.md) + diff --git a/v2-docs/container-managers.md b/v2-docs/container-managers.md index 74b96a88..23b82f12 100644 --- a/v2-docs/container-managers.md +++ b/v2-docs/container-managers.md @@ -3,14 +3,84 @@ !!! info "Architectural Context" Detailed reference for Container Managers in the context of The Container Stack. +## Standard Reference + + - [A Practical Introduction to Container Terminology](https://developers.redhat.com/blog/2018/02/22/container-terminology-practical-introduction) [COMMUNITY-TOOL] + - [blog.alexellis.io: Building containers without Docker 🌟](https://blog.alexellis.io/building-containers-without-docker) [COMMUNITY-TOOL] + - [runc](https://github.com/opencontainers/runc) ⭐ 13237 [ENTERPRISE-STABLE] + - [crun](https://github.com/containers/crun) ⭐ 3933 [ENTERPRISE-STABLE] + - [Conmon](https://github.com/containers/conmon) ⭐ 479 [COMMUNITY-TOOL] + - [containerd - An open and reliable container runtime](https://github.com/containerd/containerd) ⭐ 20746 [DE FACTO STANDARD] + - [What is Podman and How Does it Compare to Docker?](https://build5nines.com/what-is-podman-and-how-does-it-compare-to-docker) [COMMUNITY-TOOL] + - [Kubernetes.io: Container runtimes](https://kubernetes.io/docs/setup/production-environment/container-runtimes) [COMMUNITY-TOOL] + - [containerd.io](https://containerd.io) [COMMUNITY-TOOL] + - [cri-o.io](https://cri-o.io) [COMMUNITY-TOOL] + - [Podman.io](https://podman.io) [COMMUNITY-TOOL] + - [Intro to Podman](https://developers.redhat.com/blog/2018/08/29/intro-to-podman) [COMMUNITY-TOOL] + - [redhat.com: Be careful when pulling images by short name](https://www.redhat.com/en/blog/be-careful-when-pulling-images-short-name) [COMMUNITY-TOOL] + - [developers.redhat.com: Podman and Buildah for Docker users 🌟](https://developers.redhat.com/blog/2019/02/21/podman-and-buildah-for-docker-users) [COMMUNITY-TOOL] + - [podmain.io: Announcing Podman v2](https://podman.io/blogs/2020/06/29/podman-v2-announce.html) [COMMUNITY-TOOL] + - [youtube: Getting started with Podman](https://www.youtube.com/watch?v=Za36qHbrf3g) [COMMUNITY-TOOL] + - [developers.redhat.com: Rootless containers with Podman: The basics](https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-the-basics) [COMMUNITY-TOOL] + - [tecmint.com: How to Manage Containers Using Podman and Skopeo in RHEL 8](https://www.tecmint.com/manage-containers-using-podman-in-rhel) [COMMUNITY-TOOL] + - [thenewstack.io: Tutorial: Host a Local Podman Image Registry 🌟](https://thenewstack.io/tutorial-host-a-local-podman-image-registry) [COMMUNITY-TOOL] + - [fedoramagazine.org: Manage containers with Podman Compose](https://fedoramagazine.org/manage-containers-with-podman-compose) [COMMUNITY-TOOL] + - [youtube: Podman in Podman (Running a container within a container)](https://www.youtube.com/watch?app=desktop&v=OcHRWaC5tvY&feature=youtu.be&ab_channel=RedHat) [COMMUNITY-TOOL] + - [wbhegedus.me: Configuring Podman for WSL2 🌟](https://wbhegedus.me/running-podman-on-wsl2) [COMMUNITY-TOOL] + - [developers.redhat.com: Using Podman Compose with Microcks: A cloud-native' API mocking and testing tool](https://developers.redhat.com/blog/2021/04/22/using-podman-compose-with-microcks-a-cloud-native-api-mocking-and-testing-tool) [COMMUNITY-TOOL] + - [tutorialworks.com: How to Start Containers Automatically, with Podman and' Systemd](https://www.tutorialworks.com/podman-systemd) [COMMUNITY-TOOL] + - [youtube: Podman 3 and Docker Compose - How Does the Dockerless Compose Work?' 🌟](https://www.youtube.com/watch?v=15PFfjuxtvM&ab_channel=mkdev) [COMMUNITY-TOOL] + - [fedoramagazine.org: Use Docker Compose with Podman to Orchestrate Containers' on Fedora Linux](https://fedoramagazine.org/use-docker-compose-with-podman-to-orchestrate-containers-on-fedora) [COMMUNITY-TOOL] + - [opensource.com: Run a Linux virtual machine in Podman](https://opensource.com/article/21/7/linux-podman) [COMMUNITY-TOOL] + - [developers.redhat.com: Transitioning from Docker to Podman 🌟](https://developers.redhat.com/blog/2020/11/19/transitioning-from-docker-to-podman) [COMMUNITY-TOOL] + - [pythonspeed.com: Using Podman with BuildKit, the better Docker image builder' 🌟](https://pythonspeed.com/articles/podman-buildkit) [COMMUNITY-TOOL] + - [devopscube.com: Podman Tutorial For Beginners: Step by Step Guides 🌟](https://devopscube.com/podman-tutorial-beginners) [COMMUNITY-TOOL] + - [kubernetespodcast.com: Podman, with Daniel Walsh and Brent Baude](https://kubernetespodcast.com/episode/164-podman) [COMMUNITY-TOOL] + - [opensource.com: Get podman up and running on Windows using Linux](https://opensource.com/article/21/10/podman-windows-wsl) [COMMUNITY-TOOL] + - [darumatic.com: Podman - Introduction 🌟](https://darumatic.com/blog/podman_introduction) [COMMUNITY-TOOL] + - [iongion.github.io: Podman Desktop Companion 🌟](https://iongion.github.io/podman-desktop-companion) [COMMUNITY-TOOL] + - [imaginarycloud.com: Podman vs Docker: What are the differences?](https://www.imaginarycloud.com/blog/podman-vs-docker) [COMMUNITY-TOOL] + - [opensource.com: Run containers on Linux without sudo in Podman](https://opensource.com/article/22/1/run-containers-without-sudo-podman) [COMMUNITY-TOOL] + - [dev.to: Containers without Docker (podman, buildah, and skopeo)](https://dev.to/cedricclyburn/containers-without-docker-podman-buildah-and-skopeo-1eal) [COMMUNITY-TOOL] + - [Podman Desktop](https://podman-desktop.io) [COMMUNITY-TOOL] + - [developers.redhat.com: Podman expands to the Desktop](https://developers.redhat.com/articles/2022/10/24/podman-expands-desktop) [COMMUNITY-TOOL] + - [sherifabdlnaby/kubephp](https://github.com/sherifabdlnaby/kubephp) ⭐ 455 [COMMUNITY-TOOL] + - [iximiuz.com: In Pursuit of Better Container Images: Alpine, Distroless,' Apko, Chisel, DockerSlim, oh my!](https://iximiuz.com/en/posts/containers-making-images-better) [COMMUNITY-TOOL] + - [Introducing the Red Hat Universal Base Image 🌟](https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image) [COMMUNITY-TOOL] + - [What is Red Hat Universal Base Image?](https://developers.redhat.com/blog/2019/10/09/what-is-red-hat-universal-base-image) [COMMUNITY-TOOL] + - [RH Universal Base Image FAQ](https://developers.redhat.com/articles/ubi-faq/#resources) [COMMUNITY-TOOL] + - [ubi-micro: RHEL tiny images to build containers 🌟](https://github.com/fatherlinux/ubi-micro) [COMMUNITY-TOOL] + - [developers.redhat.com: How to pick the right container base image](https://developers.redhat.com/blog/2021/04/13/how-to-pick-the-right-container-base-image) [COMMUNITY-TOOL] + - [itnext.io: Docker, Kaniko, Buildah](https://itnext.io/docker-kaniko-buildah-209abdde5f94) [COMMUNITY-TOOL] + - [blog.kubesimplify.com: Getting started with ko: A fast container image builder' for your Go applications](https://blog.kubesimplify.com/getting-started-with-ko-a-fast-container-image-builder-for-your-go-applications) [COMMUNITY-TOOL] + - [Buildah.io](https://buildah.io) [COMMUNITY-TOOL] + - [github.com/containers/buildah](https://github.com/containers/buildah) ⭐ 8795 [ENTERPRISE-STABLE] + - [developers.redhat.com: Getting started with Buildah](https://developers.redhat.com/blog/2021/01/11/getting-started-with-buildah) [COMMUNITY-TOOL] + - [youtube: How to live without Docker for developers - Part 1 | Migration' from Docker to Buildah and Podman](https://www.youtube.com/watch?app=desktop&v=Fl0iLoAMdzc&ab_channel=AndrewMalkov) [COMMUNITY-TOOL] + - [Skopeo](https://github.com/containers/skopeo) ⭐ 10891 [ENTERPRISE-STABLE] + ## DevSecOps ### CICD Pipeline Security #### Podman - - **(2021)** [Build trusted pipelines/Guards with Podman containers](https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Evaluates strategies for building rootless, secure continuous integration pipelines using Red Hat's Podman. Contrasts Podman's daemonless security with Docker's privileged execution models to prevent pipeline takeover attacks. + - [Build trusted pipelines/Guards with Podman containers](https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline) [COMMUNITY-TOOL] [GUIDE] β€” Evaluates strategies for building rootless, secure continuous integration pipelines using Red Hat's Podman. Contrasts Podman's daemonless security with Docker's privileged execution models to prevent pipeline takeover attacks. +## Infrastructure + +### Containerization + +#### Kernel Internals + + - [Controlling Process Resources with Linux Control Groups (cgroups)](https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” A deep, interactive laboratory walk-through demonstrating how Linux Control Groups (cgroups) throttle and isolate system resources. Crucial baseline knowledge for understanding container limits in Kubernetes. +## Observability + +### Logging + +#### Command Line Tools + + - [bul: Interactive TUI for Exploring Kubernetes Container Logs](https://github.com/ynqa/bul) ⭐ 16 [COMMUNITY-TOOL] β€” An interactive Terminal User Interface (TUI) written in Go for streaming and searching Kubernetes container logs. Grounding suggests that development has stalled (inactive for over 4 years), so while technically functional for local dev, tools like Stern or K9s are preferred in enterprise environments. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/crossplane.md b/v2-docs/crossplane.md index 7fece062..9dabadbb 100644 --- a/v2-docs/crossplane.md +++ b/v2-docs/crossplane.md @@ -9,48 +9,48 @@ #### Architectural Strategy - - **(2019)** [Crossplane, a Universal Control Plane API for Cloud Computing](https://www.infoq.com/news/2019/01/upbound-crossplane) [COMMUNITY-TOOL] β€” An analytical article introducing Crossplane's architectural strategy. It outlines the core benefits of moving from static execution runs to active, continuously reconciling API-driven cloud control planes. + - [Crossplane, a Universal Control Plane API for Cloud Computing](https://www.infoq.com/news/2019/01/upbound-crossplane) [COMMUNITY-TOOL] β€” An analytical article introducing Crossplane's architectural strategy. It outlines the core benefits of moving from static execution runs to active, continuously reconciling API-driven cloud control planes. #### Crossplane (1) - **(2026)** [==crossplane.io==](https://www.crossplane.io) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Crossplane transforms Kubernetes into a universal control plane. By exposing managed cloud infrastructure as custom Resource Definitions (CRDs), it allows platform teams to build native compositions without external IaC tools. #### Market Evaluation - - **(2021)** [symphony.is: Crossplane - The New Kid in Town](https://symphony.is/blog/crossplane---the-new-kid-in-town-) [COMMUNITY-TOOL] β€” A foundational review of Crossplane's technology, analyzing why real-time cloud infrastructure reconciliation represents the future of cloud resource management. + - [symphony.is: Crossplane - The New Kid in Town](https://symphony.is/blog/crossplane---the-new-kid-in-town-) [COMMUNITY-TOOL] β€” A foundational review of Crossplane's technology, analyzing why real-time cloud infrastructure reconciliation represents the future of cloud resource management. #### Presentations - - **(2021)** [Presentation: YAML your cloud](https://docs.google.com/presentation/d/1IZXCiQl_NUawHMvKJANCG2_LIBZseUpY-XyPjlghj9E/edit) [COMMUNITY-TOOL] β€” Technical slide deck focused on using unified YAML for cross-cloud resource control, detailing how standard declarative formats reduce administrative friction. + - [Presentation: YAML your cloud](https://docs.google.com/presentation/d/1IZXCiQl_NUawHMvKJANCG2_LIBZseUpY-XyPjlghj9E/edit) [COMMUNITY-TOOL] β€” Technical slide deck focused on using unified YAML for cross-cloud resource control, detailing how standard declarative formats reduce administrative friction. #### Reference Architectures - - **(2024)** [upbound/platform-ref-multi-k8s: Upbound's reference platform for multi-cloud Kubernetes with Crossplane](https://github.com/upbound/platform-ref-multi-k8s) ⭐ 66 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Upbound's standardized reference architecture for running multi-cloud Kubernetes clusters via Crossplane. It highlights production-grade modular design, credential partitioning, and composition patterns. - - **(2021)** [askmeegs/yaml-your-cloud](https://github.com/askmeegs/yaml-your-cloud) ⭐ 6 🌟 [COMMUNITY-TOOL] β€” Demonstration codebase representing compositions and templates for unified cloud infrastructure configurations, providing a reference layout for Crossplane training labs. + - [upbound/platform-ref-multi-k8s: Upbound's reference platform for multi-cloud' Kubernetes with Crossplane](https://github.com/upbound/platform-ref-multi-k8s) ⭐ 66 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Upbound's standardized reference architecture for running multi-cloud Kubernetes clusters via Crossplane. It highlights production-grade modular design, credential partitioning, and composition patterns. + - [askmeegs/yaml-your-cloud](https://github.com/askmeegs/yaml-your-cloud) ⭐ 6 [COMMUNITY-TOOL] β€” Demonstration codebase representing compositions and templates for unified cloud infrastructure configurations, providing a reference layout for Crossplane training labs. ### Developer Platforms #### Internal Developer Platforms - - **(2021)** [Crossplane: A Kubernetes Control Plane to Roll Your Own PaaS](https://thenewstack.io/crossplane-a-kubernetes-control-plane-to-roll-your-own-paas) [COMMUNITY-TOOL] β€” Discusses Crossplane's capability to orchestrate complete Internal Developer Platforms (IDPs). Highlights how custom control planes abstract infrastructure complexity, facilitating developer self-service workflows. + - [Crossplane: A Kubernetes Control Plane to Roll Your Own PaaS](https://thenewstack.io/crossplane-a-kubernetes-control-plane-to-roll-your-own-paas) [COMMUNITY-TOOL] β€” Discusses Crossplane's capability to orchestrate complete Internal Developer Platforms (IDPs). Highlights how custom control planes abstract infrastructure complexity, facilitating developer self-service workflows. ### Red Hat Ecosystem #### OpenShift Integration - - **(2020)** [Crossplane as an OpenShift Operator to manage and provision cloud-native services](https://blog.crossplane.io/crossplane-openshift-operator-cloud-native-services) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Deep dive into installing and operating Crossplane within Red Hat OpenShift. Shows how platform administrators can unify container scheduling and cloud service management using OpenShift operators. + - [Crossplane as an OpenShift Operator to manage and provision cloud-native services](https://blog.crossplane.io/crossplane-openshift-operator-cloud-native-services) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Deep dive into installing and operating Crossplane within Red Hat OpenShift. Shows how platform administrators can unify container scheduling and cloud service management using OpenShift operators. ## Developer Experience ### Kubernetes Core Concepts #### Complexity Analysis - - **(2021)** [itnext.io: Why do developers find Kubernetes so hard?](https://itnext.io/why-do-developers-find-kubernetes-hard-6532e8d6ce7f) [COMMUNITY-TOOL] β€” An industry critique analyzing the steep cognitive curve of native Kubernetes. The article provides structured recommendations on how Platform Engineering can establish abstraction layers for developers. + - [itnext.io: Why do developers find Kubernetes so hard?](https://itnext.io/why-do-developers-find-kubernetes-hard-6532e8d6ce7f) [COMMUNITY-TOOL] β€” An industry critique analyzing the steep cognitive curve of native Kubernetes. The article provides structured recommendations on how Platform Engineering can establish abstraction layers for developers. ## GitOps ### Continuous Delivery #### Flux Integration - - **(2022)** [itnext.io: GitOpsify Cloud Infrastructure with Crossplane and Flux](https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A granular guide on uniting Flux CD and Crossplane. Details the construction of continuous GitOps pipelines where infrastructure drifts are self-reconciled using Flux's lightweight controllers. + - [itnext.io: GitOpsify Cloud Infrastructure with Crossplane and Flux](https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A granular guide on uniting Flux CD and Crossplane. Details the construction of continuous GitOps pipelines where infrastructure drifts are self-reconciled using Flux's lightweight controllers. #### Infrastructure Orchestration - **(2023)** [codefresh.io: Using GitOps for Infrastructure and Applications With Crossplane and Argo CD](https://octopus.com/devops/gitops) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” This architectural study outlines the synchronization of infrastructure and application deployments using GitOps principles, examining the strategic union of Crossplane and continuous deployment tools. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Pulumi](./pulumi.md) | [Kubernetes Security](./kubernetes-security.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/crunchydata.md b/v2-docs/crunchydata.md new file mode 100644 index 00000000..36903856 --- /dev/null +++ b/v2-docs/crunchydata.md @@ -0,0 +1,30 @@ +# Crunchydata + +!!! info "Architectural Context" + Detailed reference for Crunchydata in the context of Data & Advanced Analytics. + +## Standard Reference + + - [crunchydata.com](https://www.crunchydata.com) [COMMUNITY-TOOL] + - [github.com/CrunchyData](https://github.com/CrunchyData) [COMMUNITY-TOOL] + - [github.com/CrunchyData/postgres-operator](https://github.com/CrunchyData/postgres-operator) ⭐ 4406 [ENTERPRISE-STABLE] + - [Documentation: Crunchy Data Container Suite 🌟](https://access.crunchydata.com/documentation/crunchy-postgres-containers/latest) [COMMUNITY-TOOL] + - [slideshare.net: Deploying PostgreSQL on Kubernetes](https://www.slideshare.net/vyruss000/deploying-postgresql-on-kubernetes) [COMMUNITY-TOOL] + - [slideshare.net: Operating PostgreSQL at Scale with Kubernetes](https://www.slideshare.net/jkatz05/operating-postgresql-at-scale-with-kubernetes-137132067) [COMMUNITY-TOOL] + - [Youtube: Demo of Crunchy Data Postgres Operator v1.0.0 (2017)](https://www.youtube.com/watch?v=HX10WWTRiTY) [COMMUNITY-TOOL] + - [Youtube: Crunchy PostgreSQL Operator for Kubernetes 3.4 Overview (2018)](https://www.youtube.com/watch?v=gaXlrlz7GVc) [COMMUNITY-TOOL] + - [Youtube: OpenShift Meetup Tokyo #05 - Operator and Operator Lifecycle Manager' on OpenShift (2019, openshift 4.1)](https://www.youtube.com/watch?v=X4vuktlK0Tg) [COMMUNITY-TOOL] + - [opensource.com: Scaling PostgreSQL with Kubernetes Operators 🌟](https://opensource.com/article/19/2/scaling-postgresql-kubernetes-operators) [COMMUNITY-TOOL] + - [thenewstack.io: Advanced Kubernetes Namespace Management with the PostgreSQL' Operator 🌟](https://thenewstack.io/advanced-kubernetes-namespace-management-with-the-postgresql-operator) [COMMUNITY-TOOL] + - [postgresql.org: Crunchy PostgreSQL Operator 4.5: Enhanced Monitoring, Custom' Annotations, PostgreSQL 13 🌟](https://www.postgresql.org/about/news/crunchy-postgresql-operator-45-enhanced-monitoring-custom-annotations-postgresql-13-2086) [COMMUNITY-TOOL] + - [youtube: OCB: High Availability PostgreSQL and more on OpenShift - Jonathan' Katz (Crunchy Data) 🌟](https://www.youtube.com/watch?v=9jbR9lZuSU0) [COMMUNITY-TOOL] + - [youtube: Install and use Crunchy PostgreSQLfor OpenShift operator for simple' todo app on OpenShift 🌟](https://www.youtube.com/watch?v=9wuUXi6Qbis&ab_channel=MichaelBornholdtNielsen) [COMMUNITY-TOOL] + - [Crunchy Data Developer Portal](https://www.crunchydata.com/developers) [COMMUNITY-TOOL] + - [The PostgreSQL Operator Installer with kubectl](https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/postgres-operator) [COMMUNITY-TOOL] + - [crunchy-pgadmin4](https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/container-specifications/crunchy-pgadmin4) [COMMUNITY-TOOL] + - [pgAdmin 4](https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/examples/administration/pgadmin4) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Newsql](./newsql.md) | [Databases](./databases.md) | [Message Queue](./message-queue.md) + diff --git a/v2-docs/customer.md b/v2-docs/customer.md index 33fc5659..e61d6397 100644 --- a/v2-docs/customer.md +++ b/v2-docs/customer.md @@ -3,14 +3,43 @@ !!! info "Architectural Context" Detailed reference for Customer in the context of Architectural Foundations. +## Standard Reference + + - [BMW IT-Zentrum](https://www.facebook.com/pages/BMW-IT-Zentrum/122968844423716) [COMMUNITY-TOOL] + - [Red Hat OpenShift Container Platform Takes Digital Innovation into the Fast Lane with Major European Automaker](https://www.redhat.com/es/about/press-releases/red-hat-openshift-container-platform-takes-digital-innovation-fast-lane-major-european-automaker) [COMMUNITY-TOOL] + - [BMW takes digital innovation into the fast lane with Red Hat Openshift Container Platform](https://www.linkedin.com/pulse/bmw-takes-digital-innovation-fast-lane-red-hat-openshift-mendus) [COMMUNITY-TOOL] + - [Youtube: BMW enables the BMW Group to deliver the continuous service that' today's consumers expect (video starts at 1:29:00)](https://www.youtube.com/watch?time_continue=5340&v=FUu4kMc0PL8) [COMMUNITY-TOOL] + - [linkedin.com/pulse: How BMW uses Redhat OpenShift?](https://www.linkedin.com/pulse/how-bmw-uses-redhat-openshift-bobby-singh) [COMMUNITY-TOOL] + - [BMW InnovationLab](https://github.com/BMW-InnovationLab) [COMMUNITY-TOOL] + - [redhat.com: The Volkswagen Group builds automated testing environment](https://www.redhat.com/en/success-stories/the-volkswagen-group) [COMMUNITY-TOOL] + - [xataka.com: El auge del coche elΓ©ctrico y autΓ³nomo se ha topado con otra' barrera: el software. Volkswagen lo sabe bien](https://www.xataka.com/movilidad/auge-coche-electrico-autonomo-se-ha-topado-otra-barrera-software-volkswagen-sabe-bien) [COMMUNITY-TOOL] + - [github.com/mercedes-benz](https://github.com/mercedes-benz) [COMMUNITY-TOOL] + - [genbeta.com: El software de los coches de Mercedes contiene cΓ³digo abierto' y en vez de distribuirlo en GitHub usan un CD](https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abierto-vez-distribuirlo-github-usan-cd) [COMMUNITY-TOOL] + - [youtube: Keynote: 7 Years of Running Kubernetes for Mercedes-Benz - Jens' Erat, Peter Mueller, Sabine Wolz](https://www.youtube.com/watch?v=UmbjwSK9b3I) [COMMUNITY-TOOL] + - [thenewstack.io: Mercedes-Benz: 4 Reasons to Sponsor Open Source Projects](https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects) [COMMUNITY-TOOL] + - [teslarati.com: IDRA finishes 9,000-ton Giga Press; Tesla expecting it any' day now](https://www.teslarati.com/idra-9000-ton-giga-press) [COMMUNITY-TOOL] + - [xataka.com: El Excel se ha usado en la FΓ³rmula 1 hasta que se han dado cuenta' que no es la mejor forma de controlar las 20.000 piezas del coche](https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche) [COMMUNITY-TOOL] + - [quarkus.io: VCStream: a new messaging platform for DECATHLON’s Value Chain,' built on Quarkus](https://quarkus.io/blog/decathlon-user-story) [COMMUNITY-TOOL] + - [thenewstack.io: How Deutsche Telekom Manages Edge Infrastructure with GitOps](https://thenewstack.io/how-deutsche-telekom-manages-edge-infrastructure-with-gitops) [COMMUNITY-TOOL] + - [aws.amazon.com: AstraZeneca’s Drug Design Program Built using AWS wins Innovation' Award](https://aws.amazon.com/blogs/industries/astrazenecas-drug-design-program-built-using-aws-wins-innovation-award) [COMMUNITY-TOOL] + - [chaimeleon.eu](https://chaimeleon.eu) [COMMUNITY-TOOL] + - [valenciaplaza.com: El IIS La Fe liderarΓ‘ la direcciΓ³n cientΓ­fica del Nodo' Central del Atlas de ImΓ‘genes en CΓ‘ncer](https://valenciaplaza.com/iis-fe-liderara-direccion-cientifica-nodo-central-atlas-imagenes-cancer) [COMMUNITY-TOOL] + - [aws.amazon.com: Accelerating radiology imaging workflows with relevant clinical' context on AWS](https://aws.amazon.com/blogs/industries/accelerating-radiology-imaging-workflows-with-relevant-clinical-context-on-aws) [COMMUNITY-TOOL] + - [biobanking.com: Europe’s Leading Cancer Image Biobank (EUCAIM) Launched' by Quibim and European Commission](https://www.biobanking.com/europes-leading-cancer-image-biobank-eucaim-launched-by-quibim-and-european-commission) [COMMUNITY-TOOL] + - [nature.com: Quibim: empowering biopharma to turn images into actionable' predictions using artificial intelligence](https://www.nature.com/articles/d43747-023-00028-w) [COMMUNITY-TOOL] + - [imperialbiosciencereview.wordpress.com: Redefining diagnostics: the integration' of machine learning in medical imaging](https://imperialbiosciencereview.wordpress.com/2023/05/26/redefining-diagnostics-the-integration-of-machine-learning-in-medical-imaging-2) [COMMUNITY-TOOL] + - [falco.org/about/case-studies/incepto-medical: Protect shared clusters for' medical imaging](https://falco.org/about/case-studies/incepto-medical) [COMMUNITY-TOOL] + - [hms.harvard.edu: Does AI Help or Hurt Human Radiologists’ Performance? It' Depends on the Doctor](https://hms.harvard.edu/news/does-ai-help-or-hurt-human-radiologists-performance-depends-doctor) [COMMUNITY-TOOL] + - [cronicaglobal.elespanol.com: Roberto Ardon (Incepto): "A la IA no se le' pueden pedir imposibles](https://cronicaglobal.elespanol.com/vida/20240604/roberto-ardon-incepto-ia-pueden-pedir-imposibles/860164103_0.html) [COMMUNITY-TOOL] + ## Artificial Intelligence ### Generative AI #### Case Studies - - **(2024)** [aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Reviews BMW Group's production deployment of a GenAI orchestrator built on Amazon Bedrock. Highlights technical methods used to automatically review AWS cloud footprints and propose infrastructure optimizations globally. + - [aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to' Accelerate Infrastructure Optimization on AWS](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Reviews BMW Group's production deployment of a GenAI orchestrator built on Amazon Bedrock. Highlights technical methods used to automatically review AWS cloud footprints and propose infrastructure optimizations globally. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Devops Tools](./devops-tools.md) | [Mkdocs](./mkdocs.md) diff --git a/v2-docs/databases.md b/v2-docs/databases.md index a34ca82c..db612992 100644 --- a/v2-docs/databases.md +++ b/v2-docs/databases.md @@ -3,6 +3,105 @@ !!! info "Architectural Context" Detailed reference for Databases in the context of Data & Advanced Analytics. +## Standard Reference + + - [thenewstack.io: How Database Load Balancing Completes the 3-Tiered Architecture' 🌟](https://thenewstack.io/database-load-balancing-and-the-delusion-of-3-tiered-architecture) [COMMUNITY-TOOL] + - [sqlshack.com: SQL Database on Kubernetes: Considerations and Best Practices' 🌟](https://www.sqlshack.com/sql-database-on-kubernetes-considerations-and-best-practices) [COMMUNITY-TOOL] + - [thenewstack.io: What Is Data Management in the Kubernetes Age?](https://thenewstack.io/what-is-data-management-in-the-kubernetes-age) [COMMUNITY-TOOL] + - [thenewstack.io: A Case for Databases on Kubernetes from a Former Skeptic](https://thenewstack.io/a-case-for-databases-on-kubernetes-from-a-former-skeptic) [COMMUNITY-TOOL] + - [hackernoon.com: Database Vs Data Warehouse Vs Data Lake: A Simple Explanation](https://hackernoon.com/database-vs-data-warehouse-vs-data-lake-a-simple-explanation-hz2k33rm) [COMMUNITY-TOOL] + - [thenewstack.io: Databases β€” Finally β€” Get Containerized](https://thenewstack.io/databases-finally-get-containerized) [COMMUNITY-TOOL] + - [towardsdatascience.com: SQL vs. NoSQL: How to Select from 12 Database Types' 🌟🌟](https://towardsdatascience.com/datastore-choices-sql-vs-nosql-database-ebec24d56106) [COMMUNITY-TOOL] + - [andrewlock.net: Running database migrations when deploying to Kubernetes' 🌟](https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-7-running-database-migrations) [COMMUNITY-TOOL] + - [red-gate.com: Designing Highly Scalable Database Architectures](https://www.red-gate.com/simple-talk/databases/sql-server/performance-sql-server/designing-highly-scalable-database-architectures) [COMMUNITY-TOOL] + - [thenewstack.io: Database-as-a-Service: A Key Technology for Agile Growth](https://thenewstack.io/database-as-a-service-a-key-technology-for-agile-growth) [COMMUNITY-TOOL] + - [hackernoon.com: Practical Transaction Handling in Microservice Architecture](https://hackernoon.com/practical-transaction-handling-in-microservice-architecture-5x1631ke) [COMMUNITY-TOOL] + - [thenewstack.io: Data on Kubernetes: Operators, Tools Need Standardization](https://thenewstack.io/data-on-kubernetes-operators-tools-need-standardization) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes Will Revolutionize Enterprise Database Management](https://thenewstack.io/kubernetes-will-revolutionize-enterprise-database-management) [COMMUNITY-TOOL] + - [vladmihalcea.com: Single-Primary Database Replication](https://vladmihalcea.com/single-primary-database-replication) [COMMUNITY-TOOL] + - [intellipaat.com: Difference between DBMS and RDBMS](https://intellipaat.com/blog/dbms-vs-rdbms-difference) [COMMUNITY-TOOL] + - [thenewstack.io: How Kubernetes and Database Operators Drive the Data Revolution](https://thenewstack.io/how-kubernetes-and-database-operators-drive-the-data-revolution) [COMMUNITY-TOOL] + - [thenewstack.io: How Radical API Design Changed the Way We Access Databases](https://thenewstack.io/how-radical-api-design-changed-the-way-we-access-databases) [COMMUNITY-TOOL] + - [vladmihalcea.com: A beginner’s guide to database multitenancy](https://vladmihalcea.com/database-multitenancy) [COMMUNITY-TOOL] + - [itnext.io: How to Run Databases in Kubernetes](https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959) [COMMUNITY-TOOL] + - [thenewstack.io: More Database, Analytics Workloads Ran on Kubernetes in' 2022](https://thenewstack.io/more-database-analytics-workloads-ran-on-kubernetes-in-2022) [COMMUNITY-TOOL] + - [infoq.com: Create Your Distributed Database on Kubernetes with Existing' Monolithic Databases](https://www.infoq.com/articles/kubernetes-databases-apache-sharding-sphere) [COMMUNITY-TOOL] + - [thenewstack.io: Distributed Database Architecture: What Is It?](https://thenewstack.io/distributed-database-architecture-what-is-it) [COMMUNITY-TOOL] + - [digitalocean.com: How To Use WHERE Clauses in SQL](https://www.digitalocean.com/community/tutorials/how-to-use-where-clauses-in-sql) [COMMUNITY-TOOL] + - [intellipaat.com: SQL vs MySQL - Key Differences Between SQL and MySQL](https://intellipaat.com/blog/sql-vs-mysql-difference) [COMMUNITY-TOOL] + - [towardsdatascience.com: How to Use SQL Cross Joins](https://towardsdatascience.com/how-to-use-sql-cross-joins-5653fe7d353) [COMMUNITY-TOOL] + - [vladmihalcea.com: SQL EXISTS and NOT EXISTS](https://vladmihalcea.com/sql-exists) [COMMUNITY-TOOL] + - [vladmihalcea.com: Default Database Primary, Foreign, and Unique Key Indexing](https://vladmihalcea.com/default-database-key-indexing) [COMMUNITY-TOOL] + - [blog.jooq.org](https://blog.jooq.org) [COMMUNITY-TOOL] + - [vladmihalcea.com: SQL LEFT JOIN – A Beginner’s Guide](https://vladmihalcea.com/sql-left-join) [COMMUNITY-TOOL] + - [vladmihalcea.com: SQL JOIN USING – A Beginner’s Guide](https://vladmihalcea.com/sql-join-using) [COMMUNITY-TOOL] + - [gcreddy.com: SQL Step by Step Videos](https://www.gcreddy.com/2021/05/sql-step-by-step-videos.html) [COMMUNITY-TOOL] + - [freecodecamp.org: SQL Joins Tutorial: Cross Join, Full Outer Join, Inner' Join, Left Join, and Right Join](https://www.freecodecamp.org/news/sql-joins-tutorial) [COMMUNITY-TOOL] + - [freecodecamp.org: SQL Join Types – Inner Join VS Outer Join Example](https://www.freecodecamp.org/news/sql-join-types-inner-join-vs-outer-join-example) [COMMUNITY-TOOL] + - [freecodecamp.org: The SQL Inner Join Command: Example Syntax](https://www.freecodecamp.org/news/the-sql-inner-join-command-example-syntax) [COMMUNITY-TOOL] + - [freecodecamp.org: SQL Inner Join – How to Join 3 Tables in SQL and MySQL](https://www.freecodecamp.org/news/sql-inner-join-how-to-join-3-tables-in-sql-and-mysql) [COMMUNITY-TOOL] + - [towardsdatascience.com: You Should Use This to Visualize SQL Joins Instead' of Venn Diagrams](https://towardsdatascience.com/you-should-use-this-to-visualize-sql-joins-instead-of-venn-diagrams-ede15f9583fc) [COMMUNITY-TOOL] + - [vladmihalcea.com: MySQL JSON_TABLE – Map a JSON object to a relational database' table](https://vladmihalcea.com/mysql-json-table) [COMMUNITY-TOOL] + - [blog.yugabyte.com: Are Stored Procedures and Triggers Anti-Patterns in the' Cloud Native World?](https://blog.yugabyte.com/are-stored-procedures-and-triggers-anti-patterns-in-the-cloud-native-world) [COMMUNITY-TOOL] + - [xenonstack.com: Stateful and Stateless Applications Best Practices and Advantages](https://www.xenonstack.com/insights/stateful-and-stateless-applications) [COMMUNITY-TOOL] + - [threadreaderapp.com: Kelsey Hightower: "Kubernetes has made huge improvements' in the ability to run stateful workloads including databases and message queues, but I still prefer not to run them on Kubernetes" 🌟](https://threadreaderapp.com/thread/963413508300812295.html) [COMMUNITY-TOOL] + - [thenewstack.io: Data on Kubernetes: The Next Frontier](https://thenewstack.io/data-on-kubernetes-the-next-frontier) [COMMUNITY-TOOL] + - [thenewstack.io: How to Ensure Your Serverless Database Stays Serverless](https://thenewstack.io/how-to-ensure-your-serverless-database-stays-serverless) [COMMUNITY-TOOL] + - [thenewstack.io: The Benefits and Drawbacks of DataOps in Practice](https://thenewstack.io/the-benefits-and-drawbacks-of-dataops-in-practice) [COMMUNITY-TOOL] + - [cloud.google.com: To run or not to run a database on Kubernetes - What to' consider](https://cloud.google.com/blog/products/databases/to-run-or-not-to-run-a-database-on-kubernetes-what-to-consider) [COMMUNITY-TOOL] + - [kubedb.com](https://kubedb.com) [COMMUNITY-TOOL] + - [cockroachlabs.com: Automated database operations with Terraform](https://www.cockroachlabs.com/blog/automate-database-ops-with-terraform) [COMMUNITY-TOOL] + - [itnext.io: Operator Lifecycle Manager](https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04) [COMMUNITY-TOOL] + - [Spilo: HA PostgreSQL Clusters with Docker](https://github.com/zalando/spilo) ⭐ 1829 [COMMUNITY-TOOL] + - [How I've Set Up HA PostgreSQL on Kubernetes (powered by Patroni, a template for PostgreSQL HA)](https://disaev.me/p/how-i-have-set-up-ha-postgresql-on-kubernetes) [COMMUNITY-TOOL] + - [Zalando Postgres Operator](https://github.com/zalando/postgres-operator) ⭐ 5166 [ENTERPRISE-STABLE] + - [Automate SQL Server Backups with PowerShell](https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell) [COMMUNITY-TOOL] + - [Expanding SQL Server Big Data Clusters capabilities, now on Red Hat OpenShift](https://cloudblogs.microsoft.com/sqlserver/2020/06/23/expanding-sql-server-big-data-clusters-capabilities-now-on-red-hat-openshift) [COMMUNITY-TOOL] + - [devblogs.microsoft.com: DevOps for Azure SQL 🌟](https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql) [COMMUNITY-TOOL] + - [khalidabuhakmeh.com: Running SQL Server Queries In Docker](https://khalidabuhakmeh.com/running-sql-server-queries-in-docker) [COMMUNITY-TOOL] + - [blog.eduguru.in: mysql create index on table](https://blog.eduguru.in/mysql-2/mysql-create-index-on-table) [COMMUNITY-TOOL] + - [opensource.com](https://opensource.com/article/21/5/mysql-query-tuning) [COMMUNITY-TOOL] + - [Moco](https://cybozu-go.github.io/moco) [COMMUNITY-TOOL] + - [thenewstack.io: Deploy MySQL and phpMyAdmin with Docker](https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker) [COMMUNITY-TOOL] + - [thenewstack.io: Maria DB Gets Reactive with a Non-Blocking Connector for' Java](https://thenewstack.io/maria-db-gets-reactive-with-a-non-blocking-connector-for-java) [COMMUNITY-TOOL] + - [9 High-Performance Tips when using PostgreSQL with JPA and Hibernate](https://vladmihalcea.com/9-postgresql-high-performance-performance-tips) [COMMUNITY-TOOL] + - [migops.com: pgBackRest – The Best Postgres Backup Tool with a very active' community](https://www.migops.com/blog/2021/04/09/pgbackrest-the-best-postgres-backup-tool-with-a-very-active-community) [COMMUNITY-TOOL] + - [towardsdatascience.com: Practical Introduction to PostgreSQL](https://towardsdatascience.com/practical-introduction-to-postgresql-5f73d3d394e) [COMMUNITY-TOOL] + - [Postgres.app](https://postgresapp.com) [COMMUNITY-TOOL] + - [devopscube.com: How to Deploy PostgreSQL Statefulset in Kubernetes With' High Availability](https://devopscube.com/deploy-postgresql-statefulset) [COMMUNITY-TOOL] + - [percona.com: Should I Create an Index on Foreign Keys in PostgreSQL?](https://www.percona.com/blog/should-i-create-an-index-on-foreign-keys-in-postgresql) [COMMUNITY-TOOL] + - [percona.com: PostgreSQL 14 Database Monitoring and Logging Enhancements](https://www.percona.com/blog/postgresql-14-database-monitoring-and-logging-enhancements) [COMMUNITY-TOOL] + - [wanago.io: Creating views with PostgreSQL](https://wanago.io/2021/12/06/views-postgresql-typeorm) [COMMUNITY-TOOL] + - [percona/pg_stat_monitor](https://github.com/percona/pg_stat_monitor) ⭐ 577 [COMMUNITY-TOOL] + - [dev.to: REST Data Service on YugabyteDB / PostgreSQL](https://dev.to/yugabyte/rest-data-service-on-yugabytedb-postgresql-5f2h) [COMMUNITY-TOOL] + - [orgrim/pg_back: Simple backup tool for PostgreSQL](https://github.com/orgrim/pg_back) ⭐ 563 [COMMUNITY-TOOL] + - [adamtheautomator.com: How to Deploy Postgres to Kubernetes 🌟](https://adamtheautomator.com/postgres-to-kubernetes) [COMMUNITY-TOOL] + - [purnapoudel.blogspot.com: How to Configure PostgreSQL with SSL/TLS support' on Kubernetes](https://purnapoudel.blogspot.com/2018/09/how-to-configure-postgresql-with-ssl-tls-on-kubernetes.html) [COMMUNITY-TOOL] + - [percona.com: Migration of a MySQL Database to a Kubernetes Cluster Using' Asynchronous Replication](https://www.percona.com/blog/migration-of-a-mysql-database-to-a-kubernetes-cluster-using-asynchronous-replication) [COMMUNITY-TOOL] + - [percona.com: Migrating PostgreSQL to Kubernetes](https://www.percona.com/blog/migrating-postgresql-to-kubernetes) [COMMUNITY-TOOL] + - [RedisLabs/redis-enterprise-k8s-docs: Deploying Redis Enterprise on Kubernetes](https://github.com/RedisLabs/redis-enterprise-k8s-docs) [COMMUNITY-TOOL] + - [freecodecamp.org: How to Get Started with PysonDB](https://www.freecodecamp.org/news/how-to-get-started-with-pysondb) [COMMUNITY-TOOL] + - [clickhouse.com](https://clickhouse.com) [COMMUNITY-TOOL] + - [Altinity/clickhouse-operator](https://github.com/Altinity/clickhouse-operator) ⭐ 2506 [COMMUNITY-TOOL] + - [radondb/radondb-clickhouse-kubernetes](https://github.com/radondb/radondb-clickhouse-kubernetes) ⭐ 86 [COMMUNITY-TOOL] + - [tech.marksblogg.com: Monitor ClickHouse column oriented database with Prometheus' & Grafana](https://tech.marksblogg.com/clickhouse-prometheus-grafana.html) [COMMUNITY-TOOL] + - [Apache Ignite](https://ignite.apache.org) [COMMUNITY-TOOL] + - [Apache Druid](https://druid.apache.org) [COMMUNITY-TOOL] + - [dev.to: Apache Druid: overview, running in Kubernetes and monitoring with' Prometheus](https://dev.to/setevoy/apache-druid-overview-running-in-kubernetes-and-monitoring-with-prometheus-g5j) [COMMUNITY-TOOL] + - [github.com/dolthub/dolt](https://github.com/dolthub/dolt) ⭐ 22792 [DE FACTO STANDARD] + - [victoriametrics.com](https://victoriametrics.com) [COMMUNITY-TOOL] + - [SHMIG](https://github.com/mbucc/shmig) ⭐ 474 [COMMUNITY-TOOL] + - [DATA-DOG/go-sqlmock](https://github.com/DATA-DOG/go-sqlmock) ⭐ 6550 [ENTERPRISE-STABLE] + - [datafold/data-diff](https://github.com/datafold/data-diff) ⭐ 2987 [COMMUNITY-TOOL] + - [thenewstack.io: You Don’t Need a Blockchain, You Need a Time-Series Database](https://thenewstack.io/you-dont-need-a-blockchain-you-need-a-time-series-database) [COMMUNITY-TOOL] + - [opensource.com: Make your data boss-friendly with EDA - Enterprise Data' Analytics](https://opensource.com/article/21/4/visualize-data-eda) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes-Run Analytics at the Edge: Postgres, Kafka, Debezium](https://thenewstack.io/kubernetes-run-analytics-at-the-edge-postgres-kafka-debezium) [COMMUNITY-TOOL] + - [unifieddatascience.com: Data lake design patterns on Azure (Microsoft) cloud](https://www.unifieddatascience.com/data-lake-design-patterns-on-azure-microsoft-cloud) [COMMUNITY-TOOL] + - [unifieddatascience.com: Data lake design patterns on AWS (Amazon) cloud](https://www.unifieddatascience.com/data-lake-design-patterns-on-aws-amazon-cloud) [COMMUNITY-TOOL] + - [unifieddatascience.com: Data lake design patterns on google (GCP) cloud](https://www.unifieddatascience.com/data-lake-design-patterns-on-google-cloud) [COMMUNITY-TOOL] + - [SQErzo: Tiny ORM for Graph databases](https://github.com/BBVA/sqerzo) ⭐ 35 [COMMUNITY-TOOL] + - [towardsdatascience.com: At Its Core: How Is a Graph Database Different from' a Relational One?](https://towardsdatascience.com/at-its-core-hows-a-graph-database-different-from-a-relational-8297ca99cb8f) [COMMUNITY-TOOL] + ## Cluster Management ### Infrastructure Provisioning @@ -12,5 +111,5 @@ - **(2023)** [learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes](https://learnkube.com/cloud-resources-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Comparative analysis of Kubernetes Operators for cloud infrastructure provisioning (such as Crossplane, AWS ACK, Google KCC, and Azure ASO). Critiques the shift from Terraform toward declarative reconciliation loops. --- -πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Message Queue](./message-queue.md) | [Newsql](./newsql.md) +πŸ’‘ **Explore Related:** [Newsql](./newsql.md) | [Crunchydata](./crunchydata.md) | [Message Queue](./message-queue.md) diff --git a/v2-docs/demos.md b/v2-docs/demos.md index 7ca4f0d0..78111ad2 100644 --- a/v2-docs/demos.md +++ b/v2-docs/demos.md @@ -3,13 +3,263 @@ !!! info "Architectural Context" Detailed reference for Demos in the context of Architectural Foundations. +## Standard Reference + + - [DEVOPS Library](https://devopslibrary.com) [COMMUNITY-TOOL] + - [github.com/wardviaene (kubernetes, terraform, ansible, docker, etc) 🌟](https://github.com/wardviaene) [COMMUNITY-TOOL] + - [yankils/Simple-DevOps-Project](https://github.com/yankils/Simple-DevOps-Project) [COMMUNITY-TOOL] + - [dev.to: Build a highly available Node.js application using Docker, NGINX' and AWS ELB](https://dev.to/sowmenappd/build-a-highly-available-node-js-application-using-docker-nginx-and-aws-elb-3cjp) [COMMUNITY-TOOL] + - [linuxtechlab.com: How to create a Dockerfile with some dockerfile examples](https://linuxtechlab.com/learn-create-dockerfile-example) [COMMUNITY-TOOL] + - [bregman-arie/devops-exercises 🌟](https://github.com/bregman-arie/devops-exercises) ⭐ 82450 [DE FACTO STANDARD] + - [github.com/learning-cloud-native-go/myapp: Learning Cloud Native Go -' myapp 🌟](https://github.com/learning-cloud-native-go/myapp) ⭐ 1092 [COMMUNITY-TOOL] + - [blog.stephane-robert.info: Ansible - Utiliser MySQL comme inventaire dynamique' (Use MySQL as a dynamic inventory)](https://blog.stephane-robert.info/post/ansible-utiliser-mysql-comme-inventaire-dynamique) [COMMUNITY-TOOL] + - [opensource.com: Build a Kubernetes Minecraft server with Ansible's Helm' modules](https://opensource.com/article/20/10/kubernetes-minecraft-ansible) [COMMUNITY-TOOL] + - [galaxy.ansible.com/ansible/product_demos 🌟](https://galaxy.ansible.com/ansible/product_demos) [COMMUNITY-TOOL] + - [thenewstack.io: GitOps in Multicluster Environments with Anthos Config Management](https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management) [COMMUNITY-TOOL] + - [mytechramblings.com: A practical example of GitOps using Azure DevOps, Azure' Container Registry, Helm, Flux and Kubernetes](https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and-k8s) [COMMUNITY-TOOL] + - [youtube.com: Cloud Native GitOps with Anthos and JFrog Artifactory](https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog) [COMMUNITY-TOOL] + - [todaywasawesome/oss-apps: OSS Applications](https://github.com/todaywasawesome/oss-apps) [COMMUNITY-TOOL] + - [Free Kubernetes 🌟🌟](https://github.com/learnk8s/free-kubernetes) ⭐ 1155 [COMMUNITY-TOOL] + - [github.com/eon01/kubernetes-workshop](https://github.com/eon01/kubernetes-workshop) [COMMUNITY-TOOL] + - [wardviaene/kubernetes-course](https://github.com/wardviaene/kubernetes-course) ⭐ 1735 [COMMUNITY-TOOL] + - [github.com/kubernetes-course/container_workshops](https://github.com/kubernetes-course/container_workshops) [COMMUNITY-TOOL] + - [Mautic](https://github.com/mautic/docker-mautic) [COMMUNITY-TOOL] + - [howtoforge.com: How to create a Deployment in Kubernetes](https://www.howtoforge.com/create-a-deployment-in-kubernetes) [COMMUNITY-TOOL] + - [codeburst.io: getting started with kubernetes, deploy a docker container' in 5 minutes](https://codeburst.io/getting-started-with-kubernetes-deploy-a-docker-container-with-kubernetes-in-5-minutes-eb4be0e96370) [COMMUNITY-TOOL] + - [itnext.io: K8s raise StatefulSet volume size with low impact](https://itnext.io/k8s-raise-statefulset-volume-size-with-low-impact-33fe1e2576f6) [COMMUNITY-TOOL] + - [blog.scottlowe.org: Using kubectl via an SSH Tunnel](https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel) [COMMUNITY-TOOL] + - [kruyt.org: Running a mailserver in Kubernetes](https://kruyt.org/running-a-mailserver-in-kubernetes) [COMMUNITY-TOOL] + - [nfrankel/jvm-controller](https://github.com/nfrankel/jvm-controller) [COMMUNITY-TOOL] + - [matthewpalmer.net: Kubernetes Ingress with Nginx Example 🌟](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-ingress-guide-nginx-example.html) [COMMUNITY-TOOL] + - [developers.redhat.com: Deploying Node.js applications to Kubernetes with' Nodeshift and Minikube](https://developers.redhat.com/blog/2021/03/09/deploying-node-js-applications-to-kubernetes-with-nodeshift-and-minikube) [COMMUNITY-TOOL] + - [dev.to: Implementing a simple K8s admission controller in Go](https://dev.to/douglasmakey/implementing-a-simple-k8s-admission-controller-in-go-2dcg) [COMMUNITY-TOOL] + - [github.com/developer-guy: Set up HA k3s cluster on DigitalOcean using Terraform' + Ansible](https://github.com/developer-guy/kubernetes-cluster-setup-using-terraform-and-k3s-on-digitalocean) [COMMUNITY-TOOL] + - [piotrminkowski.com: Kubernetes Multicluster with Kind and Cilium](https://piotrminkowski.com/2021/10/25/kubernetes-multicluster-with-kind-and-cilium) [COMMUNITY-TOOL] + - [todaywasawesome/atomic-cluster: The Atomic Cluster](https://github.com/todaywasawesome/atomic-cluster) [COMMUNITY-TOOL] + - [youtube: Deploy Docker image to Kubernetes Cluster | CI-CD for Azure Kubernetes' Service | Mohamed Radwan - DevOps](https://www.youtube.com/watch?v=4DUhc0MjdUc&feature=youtu.be&ab_channel=MohamedRadwan-DevOps) [COMMUNITY-TOOL] + - [howtoforge.com: How to deploy your first pod on a Kubernetes Cluster](https://www.howtoforge.com/how-to-deploy-your-first-pod-on-a-kubernetes-cluster) [COMMUNITY-TOOL] + - [github.com/AdminTurnedDevOps/kubernetes-examples](https://github.com/AdminTurnedDevOps/kubernetes-examples) [COMMUNITY-TOOL] + - [github.com/AdminTurnedDevOps/kubernetes-in-production-examples](https://github.com/AdminTurnedDevOps/kubernetes-in-production-examples) [COMMUNITY-TOOL] + - [webhooks.app](https://webhooks.app) [COMMUNITY-TOOL] + - [itnext.io: Journey Of A Microservice Application In The Kubernetes World](https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-bdfe795532ef) [COMMUNITY-TOOL] + - [digitalocean.com: How To Deploy a Scalable and Secure Django Application' with Kubernetes](https://www.digitalocean.com/community/tutorials/how-to-deploy-a-scalable-and-secure-django-application-with-kubernetes) [COMMUNITY-TOOL] + - [dev.to: Django on K8s (Part 0: Introduction)](https://dev.to/mkalioby/django-apps-on-kubernetes-2edo) [COMMUNITY-TOOL] + - [CI/CD for Kubernetes through a Spring Boot example (Banzai Cloud CI/CD)](https://teletype.in/@sravancynixit/CcwqFANxY) [COMMUNITY-TOOL] + - [piotrminkowski.com: Spring Boot on Kubernetes with Buildpacks and Skaffold' 🌟](https://piotrminkowski.com/2020/12/18/spring-boot-on-kubernetes-with-buildpacks-and-skaffold) [COMMUNITY-TOOL] + - [spring.io: YMNNALFT: Easy Docker Image Creation with the Spring Boot Maven' Plugin and Buildpacks](https://spring.io/blog/2021/01/04/ymnnalft-easy-docker-image-creation-with-the-spring-boot-maven-plugin-and-buildpacks) [COMMUNITY-TOOL] + - [github: Spring Cloud Kubernetes 🌟](https://github.com/spring-cloud/spring-cloud-kubernetes) ⭐ 3530 [ENTERPRISE-STABLE] + - [Spring Initializr 🌟](https://start.spring.io) [COMMUNITY-TOOL] + - [Kubernetes CKAD Example Exam Questions Practical Challenge Series](https://codeburst.io/kubernetes-ckad-weekly-challenges-overview-and-tips-7282b36a2681) [COMMUNITY-TOOL] + - [github.com/stefanprodan/gitops-istio: A GitOps recipe for Progressive Delivery' with Flux v2, Flagger and Istio 🌟](https://github.com/stefanprodan/gitops-istio) ⭐ 669 [COMMUNITY-TOOL] + - [blog.alexellis.io: A bit of Istio before tea-time](https://blog.alexellis.io/a-bit-of-istio-before-tea-time) [COMMUNITY-TOOL] + - [ahmetb/kubernetes-network-policy-recipes 🌟](https://github.com/ahmetb/kubernetes-network-policy-recipes) ⭐ 6139 [ENTERPRISE-STABLE] + - [thenewstack.io: Maximize K3s Resource Efficiency with Calico eBPF Data Plane](https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-plane) [COMMUNITY-TOOL] + - [A Complete Step by Step Guide to Implementing a GitOps Workflow with Flux 🌟](https://managedkube.com/gitops/flux/weaveworks/guide/tutorial/2020/05/01/a-complete-step-by-step-guide-to-implementing-a-gitops-workflow-with-flux.html) [COMMUNITY-TOOL] + - [youtube: GitOps Guide to the Galaxy (Ep 12): Flux On OpenShift](https://www.youtube.com/watch?v=W_rcYPZkhFg&ab_channel=RedHat) [COMMUNITY-TOOL] + - [flux2-kustomize-helm-example 🌟](https://github.com/fluxcd/flux2-kustomize-helm-example) ⭐ 1262 [COMMUNITY-TOOL] + - [aws blogs: Git Push to Deploy Your App on EKS](https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube) [COMMUNITY-TOOL] + - [dzone: deploying a kubernetes cluster with amazon eks 🌟](https://dzone.com/articles/deploying-a-kubernetes-cluster-with-amazon-eks) [COMMUNITY-TOOL] + - [github.com/stacksimplify/aws-eks-kubernetes-masterclass 🌟](https://github.com/stacksimplify/aws-eks-kubernetes-masterclass) [COMMUNITY-TOOL] + - [hbollon/k8s-voting-app-aws](https://github.com/hbollon/k8s-voting-app-aws) ⭐ 34 [COMMUNITY-TOOL] + - [github.com/stacksimplify/azure-aks-kubernetes-masterclass 🌟](https://github.com/stacksimplify/azure-aks-kubernetes-masterclass) [COMMUNITY-TOOL] + - [trstringer.com: Deploy to AKS from GitHub Actions 🌟](https://trstringer.com/deploy-to-aks-from-github-actions) [COMMUNITY-TOOL] + - [cloud.google.com: Troubleshooting services on Google Kubernetes Engine by' example 🌟](https://cloud.google.com/blog/products/operations/troubleshooting-services-on-google-kubernetes-engine) [COMMUNITY-TOOL] + - [github.com/MatthewCYLau: React App on Google Kubernetes Engine (GKE) with' Terraform](https://github.com/MatthewCYLau/gcp-react-gke-terraform) [COMMUNITY-TOOL] + - [github.com/MatthewCYLau: TypeScript Node Express Google Kubernetes Engine' (GKE)](https://github.com/MatthewCYLau/node-express-typescript-k8-gke) [COMMUNITY-TOOL] + - [The Kubernetes Goat](https://github.com/madhuakula/kubernetes-goat) ⭐ 5646 [ENTERPRISE-STABLE] + - [chrisns/k8s-opa-boilerplate](https://github.com/chrisns/k8s-opa-boilerplate) ⭐ 18 [COMMUNITY-TOOL] + - [opensource.com: Implement governance on your Kubernetes cluster](https://opensource.com/article/21/12/kubernetes-gatekeeper) [COMMUNITY-TOOL] + - [Move2Kube](https://move2kube.konveyor.io) [COMMUNITY-TOOL] + - [gitlab.com/redhatdemocentral 🌟](https://gitlab.com/redhatdemocentral) [COMMUNITY-TOOL] + - [CodeReady Containers - Red Hat Decision Manager Install Demo](https://gitlab.com/redhatdemocentral/rhcs-rhdm-install-demo) [COMMUNITY-TOOL] + - [youtube: CodeReady Containers - Easy OpenShift Container Platform 4.5 Installation](https://www.youtube.com/watch?v=CJMdSQVFVik) [COMMUNITY-TOOL] + - [gitlab.com/redhatdemocentral: Healthcare](https://gitlab.com/redhatdemocentral/portfolio-architecture-examples/-/blob/main/healthcare.adoc) [COMMUNITY-TOOL] + - [Portfolio Architecture](https://redhatdemocentral.gitlab.io/portfolio-architecture-workshops/#) [COMMUNITY-TOOL] + - [redhatdemocentral.gitlab.io/portfolio-architecture-tooling](https://redhatdemocentral.gitlab.io/portfolio-architecture-tooling) [COMMUNITY-TOOL] + - [Getting Started with Data Wrangler in VS Code](https://code.visualstudio.com/docs/datascience/data-wrangler) [COMMUNITY-TOOL] + - [github.com/OpenShiftDemos 🌟](https://github.com/OpenShiftDemos) [COMMUNITY-TOOL] + - [Red Hat Tutorials & Examples: github.com/redhat-developer-demos 🌟](https://github.com/redhat-developer-demos) [COMMUNITY-TOOL] + - [SonarQube: An OpenShift-focused Docker build of Sonarqube](https://github.com/OpenShiftDemos/sonarqube-openshift-docker) [COMMUNITY-TOOL] + - [github.com/openshiftdemos 🌟](https://github.com/openshiftdemos) [COMMUNITY-TOOL] + - [github.com/openshift-labs 🌟](https://github.com/openshift-labs) [COMMUNITY-TOOL] + - [MapIt](https://github.com/siamaksade/mapit-spring) [COMMUNITY-TOOL] + - [github.com/jbossdemocentral: Red Hat Process Automation Manager Mortgage' Demo](https://github.com/jbossdemocentral/rhpam7-mortgage-demo) [COMMUNITY-TOOL] + - [schabell.org: CodeReady Containers - Building a Cloud-Native Human Resources' Process](https://www.schabell.org/2020/10/codeready-containers-building-cloud-native-hr-process.html) [COMMUNITY-TOOL] + - [developers.redhat.com: Persistent storage in action: Understanding Red Hat' OpenShift’s persistent volume framework 🌟](https://developers.redhat.com/blog/2020/10/22/persistent-storage-in-action-understanding-red-hat-openshifts-persistent-volume-framework) [COMMUNITY-TOOL] + - [opensource.com: Set up Minishift and run Jenkins on Linux](https://opensource.com/article/20/11/minishift-linux) [COMMUNITY-TOOL] + - [Rcarrata's blog](https://rcarrata.com) [COMMUNITY-TOOL] + - [developers.redhat.com: Containerize and deploy Strapi CMS applications on' Kubernetes and Red Hat OpenShift](https://developers.redhat.com/blog/2021/04/09/containerize-and-deploy-strapi-applications-on-kubernetes-and-red-hat-openshift) [COMMUNITY-TOOL] + - [developers.redhat.com: Build lean Java containers with the new Red Hat Universal' Base Images OpenJDK runtime images 🌟](https://developers.redhat.com/articles/2021/05/24/build-lean-java-containers-new-red-hat-universal-base-images-openjdk-runtime) [COMMUNITY-TOOL] + - [youtube: No YAML! 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[aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus](https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus) [COMMUNITY-TOOL] + - [aalmiray/q-cli](https://github.com/aalmiray/q-cli) ⭐ 11 [COMMUNITY-TOOL] + - [piomin/sample-quarkus-serverless-kafka](https://github.com/piomin/sample-quarkus-serverless-kafka) [COMMUNITY-TOOL] + - [piotrminkowski.com: Introduction to gRPC with Quarkus](https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus) [COMMUNITY-TOOL] + - [stefanprodan/podinfo](https://github.com/stefanprodan/podinfo) ⭐ 5907 [ENTERPRISE-STABLE] + - [dev.to: Go, Kafka and gRPC clean architecture CQRS microservices with Jaeger' tracing](https://dev.to/aleksk1ng/go-kafka-and-grpc-clean-architecture-cqrs-microservices-with-jaeger-tracing-45bj) [COMMUNITY-TOOL] + - [ably.com: Building a realtime ticket booking solution with Kafka, FastAPI,' and Ably](https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably) [COMMUNITY-TOOL] + - [itnext.io: Event-Driven Architectures with Kafka and Java Spring-Boot β€”' Revision 1](https://itnext.io/event-driven-architectures-with-kafka-and-java-spring-boot-revision-1-c0d43d103ee7) [COMMUNITY-TOOL] + - [codeopinion.com: Troubleshooting Kafka with 2000 Microservices](https://codeopinion.com/troubleshooting-kafka-with-2000-microservices) [COMMUNITY-TOOL] + - [tomd.xyz: Event-driven integration on Kubernetes with Camel & KEDA](https://tomd.xyz/kubernetes-event-driven-keda) [COMMUNITY-TOOL] + - [developers.redhat.com: Modernizing applications with Apache Camel, JavaScript,' and Red Hat OpenShift](https://developers.redhat.com/articles/2021/07/26/modernizing-applications-apache-camel-javascript-and-red-hat-openshift#) [COMMUNITY-TOOL] + - [github.com/kelseyhightower/nocode](https://github.com/kelseyhightower/nocode) ⭐ 65299 [DE FACTO STANDARD] + - [terraform.collabnix.com](https://collabnix.github.io/terraform) [COMMUNITY-TOOL] + - [opensource.com: A guide to Terraform for Kubernetes beginners](https://opensource.com/article/20/7/terraform-kubernetes) [COMMUNITY-TOOL] + - [azapril.dev: Deploying a LogicApp with Terraform (Bonus: in an AzDO pipeline)](https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform) [COMMUNITY-TOOL] + - [StarpTech/k-andy](https://github.com/StarpTech/k-andy) ⭐ 157 [COMMUNITY-TOOL] + - [BishopFox/iam-vulnerable](https://github.com/BishopFox/iam-vulnerable) ⭐ 570 [COMMUNITY-TOOL] + - [middlewareinventory.com: Terraform Create Multiple EC2 with different Configs' – for_each and count together](https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different-config) [COMMUNITY-TOOL] + - [dev.to: Creating a Rest API with Infrastructure as Code (Terraform) & Serverless' (Lambda + Python) - Part 2 CI/CD](https://dev.to/aws-builders/creating-a-rest-api-with-infrastructure-as-code-terraform-serverless-lambda-python-part-2-cicd-g8h) [COMMUNITY-TOOL] + - [devopscube.com/terraform-aws-rds](https://devopscube.com/terraform-aws-rds) [COMMUNITY-TOOL] + - [patrickkoch.dev: Terraform on Azure with GitHub Copilot - Creating a Kubernetes' Cluster and a Container Registry](https://www.patrickkoch.dev/posts/post_31) [COMMUNITY-TOOL] + - [github.com/venkateshk111/terraform-beginners-guide 🌟](https://github.com/venkateshk111/terraform-beginners-guide) ⭐ 102 [COMMUNITY-TOOL] + - [https://github.com/chenjd/terraform-101 🌟](https://github.com/chenjd/terraform-101) [COMMUNITY-TOOL] + - [docker-compose-tpg: Telegraf + Prometheus + Grafana Local Testing Environments](https://github.com/xiaopeng163/docker-compose-tpg) [COMMUNITY-TOOL] + - [linkedin: Test Automation - How To Build a CI/CD Pipeline Using Pytest and' GitHub Actions](https://www.linkedin.com/pulse/test-automation-how-build-cicd-pipeline-using-pytest-nir-tal) [COMMUNITY-TOOL] + - [github.com/major/imagebuilder-containerized](https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/main.yml) ⭐ 1 [COMMUNITY-TOOL] + - [itnext.io: Github: Github Actions overview and ArgoCD deployment example](https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b6cf0cf6f832) [COMMUNITY-TOOL] + - [debianmaster/actions-k3s](https://github.com/debianmaster/actions-k3s) ⭐ 108 [COMMUNITY-TOOL] + - [judebantony.github.io: DevSecOps with GitHub Action and SaaS Tools](https://judebantony.github.io/cicd-github-action-example) [COMMUNITY-TOOL] + - [codeproject.com: Making a Simple Data Pipeline Part 4: CI/CD with GitHub' Actions](https://www.codeproject.com/Articles/5320647/Making-a-Simple-Data-Pipeline-Part-4-CI-CD-with-Gi) [COMMUNITY-TOOL] + - [freecodecamp.org: How to Setup a CI/CD Pipeline with GitHub Actions and' AWS](https://www.freecodecamp.org/news/how-to-setup-a-ci-cd-pipeline-with-github-actions-and-aws) [COMMUNITY-TOOL] + - [github.com/GitHubSecurityLab/actions-permissions: GitHub token permissions' Monitor and Advisor actions](https://github.com/GitHubSecurityLab/actions-permissions) ⭐ 367 [COMMUNITY-TOOL] + - [dev.to/aws-builders: From Scratch: OIDC Providers](https://dev.to/aws-builders/from-scratch-oidc-providers-252d) [COMMUNITY-TOOL] + - [redhat-actions/spring-petclinic](https://github.com/redhat-actions/spring-petclinic) ⭐ 4 [COMMUNITY-TOOL] + - [gitlab.com: Red Hat Process Automation Manager - Signal Marketing Demo](https://gitlab.com/bpmworkshop/rhpam-signal-marketing-demo) [COMMUNITY-TOOL] + - [github.com/microsoft/azure-digital-twins-postman-samples](https://github.com/microsoft/azure-digital-twins-postman-samples) ⭐ 21 [COMMUNITY-TOOL] + - [itnext.io: OpenTelemetry β€” Understanding SLI and SLO with OpenTelemetry' Demo](https://itnext.io/opentelemetry-understanding-sli-and-slo-with-opentelemetry-demo-74c1d0b263b0) [COMMUNITY-TOOL] + - [devops.com: Measuring the Progress of the OpenTelemetry Project](https://devops.com/measuring-the-progress-of-the-opentelemetry-project) [COMMUNITY-TOOL] + - [hasura.io: A Simple, Realtime, Event Driven Architecture with QR Codes](https://hasura.io/blog/a-simple-real-time-event-driven-architecture-with-qr-codes) [COMMUNITY-TOOL] + - [learntocloud.guide: 3 ways to get hands on (AWS, Azure, GCP)](https://learntocloud.guide/#/projects/README) [COMMUNITY-TOOL] + +## Application Delivery + +### CICD and GitOps + + - [Azure/Draft 🌟](https://github.com/Azure/draft) ⭐ 642 [EN CONTENT] [COMMUNITY-TOOL] β€” The official Azure Draft project designed to ease early-stage developer transitions onto Kubernetes. Scans source directories to dynamically output standard Dockerfiles, Kubernetes manifests, Helm deployments, and pipeline workflows. ## Application Delivery and GitOps ### Package Management #### OpenShift Integration - - **(2021)** [**developers.redhat.com: Deploy Helm charts with Jenkins CI/CD in Red Hat OpenShift 4 🌟**](https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Red Hat developer guide demonstrating automated Helm deployments through Jenkins on OpenShift 4. Covers pipeline definitions, credentials handling, and rollback automations. + - [developers.redhat.com: Deploy Helm charts with Jenkins CI/CD in Red Hat' OpenShift 4 🌟](https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4) [ENTERPRISE-STABLE] [GUIDE] β€” Red Hat developer guide demonstrating automated Helm deployments through Jenkins on OpenShift 4. Covers pipeline definitions, credentials handling, and rollback automations. ## CI-CD Pipelines ### Jenkins Ecosystem @@ -17,6 +267,24 @@ #### Enterprise Architectures - **(2020)** [Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem](https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces) 🌟🌟 [COMMUNITY-TOOL] β€” Architectural integration study mapping out Continuous Delivery structures using Nexus Repository, Jenkins pipelines, and Cloudogu software suites for regulated enterprise workloads. +## Cloud Native Infrastructure + +### Service Mesh + +#### Istio + +##### Learning Resources + + - [redhat-scholars: istio-tutorial 🌟](https://github.com/redhat-scholars/istio-tutorial) ⭐ 1207 [ENTERPRISE-STABLE] [GUIDE] β€” A hands-on, scenario-driven learning path designed by Red Hat to introduce developers to Istio's core operational capabilities. Covers basic deployment, routing rules, traffic splitting, dark launches, resilient patterns like circuit breaking, and advanced security configurations using Envoy proxies. +## Cloud-Native + +### Kubernetes Native + +#### Java Build Plugins + +##### Eclipse JKube + + - [developers.redhat.com: Java development on top of Kubernetes using Eclipse' JKube](https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube) [COMMUNITY-TOOL] β€” Exploring developer loop workflows utilizing Eclipse JKube to build, deploy, and debug Java applications in real-time inside a local or remote Kubernetes cluster environment. ## Continuous Integration ### Jenkins Pipelines @@ -25,12 +293,12 @@ ##### Multi-JDK Build - - **(2020)** [Using Jenkins Pipeline parallel stages to build Maven project with different JDKs](https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-maven-project-with-different-jdks) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Technical guide showing how to parallelize stages in a Jenkins declarative pipeline to build and test Maven applications across multiple isolated JDK versions simultaneously. + - [Using Jenkins Pipeline parallel stages to build Maven project with different JDKs](https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-maven-project-with-different-jdks) [COMMUNITY-TOOL] β€” Technical guide showing how to parallelize stages in a Jenkins declarative pipeline to build and test Maven applications across multiple isolated JDK versions simultaneously. #### Containerized Builds ##### SDKMAN - - **(2020)** [**Using SDKMAN! as a docker image for Jenkins Pipeline - a step by step guide 🌟**](https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeline-a-step-by-step-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” High-density integration guide describing the preparation of a containerized Jenkins CI/CD worker image prepopulated with SDKMAN!, enabling dynamic runtime JDK resolution. + - [Using SDKMAN! as a docker image for Jenkins Pipeline - a step by step guide 🌟](https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeline-a-step-by-step-guide) [ENTERPRISE-STABLE] β€” High-density integration guide describing the preparation of a containerized Jenkins CI/CD worker image prepopulated with SDKMAN!, enabling dynamic runtime JDK resolution. ## Data Infrastructure ### Event Streaming @@ -39,29 +307,24 @@ ##### Integrations - - **(2020)** [developers.redhat.com: HTTP-based Kafka messaging with Red Hat AMQ Streams](https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-red-hat-amq-streams) 🌟🌟🌟 [LEGACY] β€” An architectural guide detailing how to use the HTTP Bridge component inside AMQ Streams. Allows web and legacy application services to publish and consume event data via lightweight REST HTTP requests. + - [developers.redhat.com: HTTP-based Kafka messaging with Red Hat AMQ Streams](https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-red-hat-amq-streams) [LEGACY] β€” An architectural guide detailing how to use the HTTP Bridge component inside AMQ Streams. Allows web and legacy application services to publish and consume event data via lightweight REST HTTP requests. ## Infrastructure ### Cluster Provisioning #### Kubeadm Guides - - **(2019)** [itnext.io: Kubernetes Journey β€” Up and running out of the cloud β€” How to setup the Masters using kubeadm bootstrap](https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setup-the-masters-using-kubeadm-9a496a14fbc1) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth guide on deploying an on-premises multi-master Kubernetes control plane using kubeadm and HAProxy for load balancing. Walks through the bootstrap token mechanism and control-plane join procedures. Excellent theoretical coverage of manual multi-master networking. -## Platform Engineering - -### Enterprise Linux - -#### Training - - - **(2025)** [redhatgov.io](http://redhatgov.io) 🌟🌟 [COMMUNITY-TOOL] β€” Red Hat's dedicated architectural training blueprint designed for secure governmental and enterprise environments. Focuses on orchestrating compliant private clouds and enterprise Linux configurations. + - [itnext.io: Kubernetes Journey β€” Up and running out of the cloud β€” How to' setup the Masters using kubeadm bootstrap](https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setup-the-masters-using-kubeadm-9a496a14fbc1) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth guide on deploying an on-premises multi-master Kubernetes control plane using kubeadm and HAProxy for load balancing. Walks through the bootstrap token mechanism and control-plane join procedures. Excellent theoretical coverage of manual multi-master networking. ## Red Hat OpenShift ### CI-CD Pipelines (1) #### Jenkins Ecosystem (1) - - **(2020)** [developers.redhat.com: An easier way to create custom Jenkins containers](https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jenkins-containers) [EN CONTENT] [COMMUNITY-TOOL] β€” Explains streamlined procedures for producing custom, secure Jenkins container images for deployment. Focuses on minimizing layers, loading plug-ins safely during build time, and injecting enterprise parameters within Red Hat architectures. + - **(2018)** [**github - using jenkins pipelines with OKD**](https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline) ⭐ 8654 [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Repository detailing baseline code configurations, sample pipelines, and deployment manifests engineered to execute scripted Jenkins procedures inside early versions of the OKD community container platform. - **(2018)** [OpenShift Pipelines with Jenkins Blue Ocean 🌟](https://www.redhat.com/en/blog/openshift-pipelines-jenkins-blue-ocean) [EN CONTENT] [COMMUNITY-TOOL] β€” Combines OpenShift Orchestration APIs with Jenkins Blue Ocean to manage continuous delivery pipelines visually. Promotes clear state-tracking, modular pipeline construction, and simplified debugging metrics. + - [developers.redhat.com: An easier way to create custom Jenkins containers](https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jenkins-containers) [EN CONTENT] [COMMUNITY-TOOL] β€” Explains streamlined procedures for producing custom, secure Jenkins container images for deployment. Focuses on minimizing layers, loading plug-ins safely during build time, and injecting enterprise parameters within Red Hat architectures. + - [github.com/siamaksade/jenkins-blueocean](https://github.com/siamaksade/jenkins-blueocean) [EN CONTENT] [COMMUNITY-TOOL] β€” Utility repository hosting configurations to deploy Jenkins Blue Ocean configurations instantly within early Red Hat OpenShift Container Platform environments. Serves as a reference setup for visualized pipeline states. ## Security ### Supply Chain @@ -77,8 +340,8 @@ ##### Environment Management - - **(2026)** [==SdkMan==](https://sdkman.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A command-line utility for managing parallel versions of multiple Software Development Kits on most Unix-like systems. Widely used to manage JDKs, Gradle, Maven, and JBang versions in local developer setups and CI agents. + - [SdkMan](https://sdkman.io) [DE FACTO STANDARD] β€” A command-line utility for managing parallel versions of multiple Software Development Kits on most Unix-like systems. Widely used to manage JDKs, Gradle, Maven, and JBang versions in local developer setups and CI agents. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/devel-sites.md b/v2-docs/devel-sites.md index 06ad2aa5..875995a3 100644 --- a/v2-docs/devel-sites.md +++ b/v2-docs/devel-sites.md @@ -3,14 +3,41 @@ !!! info "Architectural Context" Detailed reference for Devel Sites in the context of Developer Ecosystem. +## Standard Reference + + - [El camino del Frontend Developer](https://github.com/mrcodedev/frontend-developer-resources) ⭐ 3537 [ENTERPRISE-STABLE] + - [dev.to: Top 3 sites for programmers](https://dev.to/why_and_how/top-3-sites-for-programmers-4bmc) [COMMUNITY-TOOL] + - [makeuseof.com: The 5 Best Open-Source Webinar Software](https://www.makeuseof.com/best-open-source-webinar-software) [COMMUNITY-TOOL] + - [analyticsinsight.net: Top 10 programming languages to learn for better job' opportunities in 2022](https://www.analyticsinsight.net/top-10-programming-languages-to-learn-for-better-job-opportunities-in-2022) [COMMUNITY-TOOL] + - [dev.to: πŸš€10 Trending projects on GitHub for web developers - 3rd December' 2021](https://dev.to/iainfreestone/10-trending-projects-on-github-for-web-developers-3rd-december-2021-12f5) [COMMUNITY-TOOL] + - [dev.to: 19 Valuable GitHub Repositories for Beginner Developers πŸ“šβœ¨](https://dev.to/madza/19-valuable-github-repositories-for-beginner-developers-3i18) [COMMUNITY-TOOL] + - [freecodecamp.org: Frontend VS Backend – What's the Difference?](https://www.freecodecamp.org/news/frontend-vs-backend-whats-the-difference) [COMMUNITY-TOOL] + - [freecodecamp.org: What is a Full Stack Developer? 2022 Full Stack Engineer' Guide](https://www.freecodecamp.org/news/what-is-a-full-stack-developer-full-stack-engineer-guide) [COMMUNITY-TOOL] + - [dev.to: 10 best GitHub repos for developers](https://dev.to/mariamarsh/10-best-github-repos-for-developers-5gmp) [COMMUNITY-TOOL] + - [dev.to: 5 Books and Courses to Learn Object Oriented Programming in Depth](https://dev.to/javinpaul/5-books-and-courses-to-learn-object-oriented-programming-in-depth-4kff) [COMMUNITY-TOOL] + - [freecodecamp.org: How to Start Learning to Code – Handbook for Beginners](https://www.freecodecamp.org/news/learn-coding-for-everyone-handbook) [COMMUNITY-TOOL] + - [refactoring.guru: Design Patterns](https://refactoring.guru/design-patterns) [COMMUNITY-TOOL] + - [Build Your Own X](https://github.com/codecrafters-io/build-your-own-x) [COMMUNITY-TOOL] + - [FreeLens](https://github.com/freelensapp/freelens) ⭐ 5073 [ENTERPRISE-STABLE] + - [dev.to: 15 Developer Tools to Make You Super Productive](https://dev.to/sourcegraph/15-developer-tools-to-make-you-super-productive-2g0a) [COMMUNITY-TOOL] + - [firebase.google.com](https://firebase.google.com) [COMMUNITY-TOOL] + - [supabase.com](https://supabase.com) [COMMUNITY-TOOL] + - [blog.logrocket.com: Working with Supabase Studio](https://blog.logrocket.com/working-supabase-studio) [COMMUNITY-TOOL] + - [infoq.com: Ballerina for Full-Stack Developers: A Guide to Creating Backend' APIs](https://www.infoq.com/articles/ballerina-fullstack-rest-api) [COMMUNITY-TOOL] + - [developers.redhat.com: Red Hat Software Collections 3.8 and Red Hat Developer' Toolset 11 now generally available](https://developers.redhat.com/articles/2021/11/15/red-hat-software-collections-38-and-red-hat-developer-toolset-11-now-generally) [COMMUNITY-TOOL] + - [dhall-lang.org: Dhall Configuration Language](https://dhall-lang.org) [COMMUNITY-TOOL] + - [ddev.com](https://ddev.com) [COMMUNITY-TOOL] + - [opensource.com: 16 reasons DDEV will be your new favorite web development' environment](https://opensource.com/article/22/12/ddev) [COMMUNITY-TOOL] + - [oclif.io 🌟](https://oclif.io) [COMMUNITY-TOOL] + ## Software Engineering ### Developer Experience #### IDEs and Tooling - - **(2022)** [IntelliJ vs. VSCode for Rust Development](https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499) 🌟🌟 [COMMUNITY-TOOL] β€” Community-driven performance and usability evaluation contrasting IntelliJ Rust and VSCode (rust-analyzer) workflows. Discusses compilation feedback, macro expansion speeds, and debugging tool integrations. + - [IntelliJ vs. VSCode for Rust Development](https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499) [COMMUNITY-TOOL] β€” Community-driven performance and usability evaluation contrasting IntelliJ Rust and VSCode (rust-analyzer) workflows. Discusses compilation feedback, macro expansion speeds, and debugging tool integrations. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/developerportals.md b/v2-docs/developerportals.md index 7b29e2cf..96b114c0 100644 --- a/v2-docs/developerportals.md +++ b/v2-docs/developerportals.md @@ -3,57 +3,79 @@ !!! info "Architectural Context" Detailed reference for Developerportals in the context of Platform & Site Reliability. -## Agentic Engineering +## Standard Reference -### AI Assistants + - [Layering domains and microservices using API Gateways](https://kislayverma.com/software-architecture/layering-domains-and-microservices-using-api-gateways) [COMMUNITY-TOOL] + - [genbeta.com: 32.000 desarrolladores responden sobre plataformas y lenguajes' de programaciΓ³n: JavaScript, AWS, GitHub y Windows, los mΓ‘s usados](https://www.genbeta.com/desarrollo/32-000-desarrolladores-responden-plataformas-lenguajes-programacion-javascript-aws-github-windows-usados) [COMMUNITY-TOOL] + - [github.com/readme/guides: Functional Programming 101](https://github.com/readme/guides/functional-programming-basics) [COMMUNITY-TOOL] + - [siliconrepublic.com: 10 dev tools recommended by start-up founders](https://www.siliconrepublic.com/advice/dev-tools-recommended-by-irish-start-up-founders) [COMMUNITY-TOOL] + - [howhttps.works](https://howhttps.works) [COMMUNITY-TOOL] + - [dev.to: HTTPS for Developers 🌟](https://dev.to/tiangolo/https-for-developers-1774) [COMMUNITY-TOOL] + - [API Marketplace vs API Gateway (What’s the Difference?)](https://rapidapi.com/blog/api-marketplace-vs-api-gateway-whats-the-difference) [COMMUNITY-TOOL] + - [Open Source Friday: Spec Kit - What it is, the problems it solves, and how' clear specs make collaboration work](https://www.youtube.com/live/2IArMAhkJcE?si=_LlIjakRXHUzERjy) [COMMUNITY-TOOL] + - [moesif.com: How to choose the right API Gateway for your platform: Comparison' of Kong, Tyk, Apigee, and alternatives](https://www.moesif.com/blog/technical/api-gateways/How-to-Choose-The-Right-API-Gateway-For-Your-Platform-Comparison-Of-Kong-Tyk-Apigee-And-Alternatives) [COMMUNITY-TOOL] + - [API Management vs API Gateway and where does API Analytics and Monitoring fit?](https://dev.to/moesif/api-management-vs-api-gateway-and-where-does-api-analytics-and-monitoring-fit-4g75) [COMMUNITY-TOOL] + - [Red Hat 3scale API Management](https://www.redhat.com/en/technologies/jboss-middleware/3scale) [COMMUNITY-TOOL] + - [Red Hat 3Scale API Management @Youtube](https://www.youtube.com/watch?v=kBBBhpKIv9I) [COMMUNITY-TOOL] + - [Adding API Gateway Policies Now Easier With Red Hat 3scale API Management](https://developers.redhat.com/blog/2018/05/30/3scale-api-gateway-policies) [COMMUNITY-TOOL] + - [Install Red Hat 3scale and configure tenants with 7 simple commands](https://developers.redhat.com/blog/2019/09/09/install-3scale-multitenant-in-7-commands) [COMMUNITY-TOOL] + - [developers.redhat.com: New custom metrics and air gapped (restricted networks)' installation in Red Hat 3scale API Management 2.9](https://developers.redhat.com/blog/2020/10/29/new-custom-metrics-and-air-gapped-installation-in-red-hat-3scale-api-management-2-9) [COMMUNITY-TOOL] + - [developers.redhat.com: Enhance application security by rotating 3scale access' tokens](https://developers.redhat.com/blog/2021/04/29/enhance-application-security-by-rotating-3scale-access-tokens) [COMMUNITY-TOOL] + - [developers.redhat.com: How to expose a WebSocket endpoint using Red Hat' 3scale API Management](https://developers.redhat.com/articles/2021/07/01/how-expose-websocket-endpoint-using-red-hat-3scale-api-management) [COMMUNITY-TOOL] + - [developers.redhat.com: Simplify load balancing for API gateways using Red' Hat 3scale API Management](https://developers.redhat.com/articles/2021/08/11/simplify-load-balancing-api-gateways-using-red-hat-3scale-api-management) [COMMUNITY-TOOL] + - [Google Apigee API Manager](https://cloud.google.com/apigee) [COMMUNITY-TOOL] + - [Apigee @Youtube](https://www.youtube.com/user/apigee) [COMMUNITY-TOOL] + - [WSO2 @Youtube](https://www.youtube.com/user/WSO2TechFlicks) [COMMUNITY-TOOL] + - [Kong API Platform @Youtube](https://www.youtube.com/channel/UCJfQURxlI_pQdeJUGXtA_zw) [COMMUNITY-TOOL] + - [Tyk API Manager](https://tyk.io) [COMMUNITY-TOOL] + - [Tyk @Youtube](https://www.youtube.com/channel/UCe3VG8wgz03u73xiomGeQzQ) [COMMUNITY-TOOL] + - [Axway API Management @Youtube](https://www.youtube.com/channel/UCsRNLDnXvgtz6qsleSlVcqQ) [COMMUNITY-TOOL] + - [MuleSoft API Manager](https://www.mulesoft.com/platform/api/manager) [COMMUNITY-TOOL] + - [MuleSoft @Youtube](https://www.youtube.com/user/mulesoftvids) [COMMUNITY-TOOL] + - [Backstage Developer Portal:](https://backstage.io) [COMMUNITY-TOOL] + - [Backstage @Youtube](https://www.youtube.com/channel/UCHBvqSwbfAf5Vx1jrwkG43Q) [COMMUNITY-TOOL] + - [piotrminkowski.com: Getting Started with Backstage](https://piotrminkowski.com/2024/06/13/getting-started-with-backstage) [COMMUNITY-TOOL] + - [piotrminkowski.com: Backstage on Kubernetes](https://piotrminkowski.com/2024/06/28/backstage-on-kubernetes) [COMMUNITY-TOOL] + - [apisix](https://github.com/apache/apisix) ⭐ 16627 [DE FACTO STANDARD] + - [thenewstack.io - APISIX: An Open Source API Gateway for Microservices](https://thenewstack.io/apisix-an-open-source-api-gateway-for-microservices) [COMMUNITY-TOOL] + - [Lura 🌟](https://luraproject.org) [COMMUNITY-TOOL] + - [KrakenD: The fastest API gateway comes with true linear scalability 🌟](https://www.krakend.io) [COMMUNITY-TOOL] + - [krakend.io: KrakenD framework becomes a Linux Foundation project](https://www.krakend.io/blog/krakend-framework-joins-the-linux-foundation) [COMMUNITY-TOOL] + - [Spring Cloud Gateway](https://spring.io/projects/spring-cloud-gateway) [COMMUNITY-TOOL] + - [cloudtechtwitter.com: Pattern: API Gateway / Backends for Frontends](https://www.cloudtechtwitter.com/2022/05/pattern-api-gateway-backends-for.html) [COMMUNITY-TOOL] + - [developer.android.com](https://developer.android.com) [COMMUNITY-TOOL] + - [developer.apple.com](https://developer.apple.com) [COMMUNITY-TOOL] + - [auto-api.dev](https://auto-api.dev) [COMMUNITY-TOOL] + - [High Mobility @Youtube](https://www.youtube.com/channel/UCZNjYn1NXEgPa_ENPna9Atw) [COMMUNITY-TOOL] + - [smartcar.com](https://smartcar.com) [COMMUNITY-TOOL] + - [rapidapi.com/collection/car-api](https://rapidapi.com/collection/car-api) [COMMUNITY-TOOL] + - [openbankingtracker.com](https://www.openbankingtracker.com) [COMMUNITY-TOOL] + - [Deutsche Bank API Program](https://developer.db.com) [COMMUNITY-TOOL] + - [TSB API Developer Portal](https://apis.developer.tsb.co.uk) [COMMUNITY-TOOL] + - [Cecabank API Market](https://apimarket.cecabank.es) [COMMUNITY-TOOL] + - [Open Insurance](https://openinsurance.io) [COMMUNITY-TOOL] + - [santalucia.es](https://api-market.santalucia.es) [COMMUNITY-TOOL] -#### Developer Tools +## Cloud Native Infrastructure - - **(2025)** [Cursor AI Fundamentals Course](https://cursor.com/es/learn) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Comprehensive educational course focused on maximizing efficiency within Cursor AI Editor. -Live Grounding: Delivers strategic instruction on utilizing AI capabilities, codebase indexing, and multi-file edit workflows to accelerate modern software engineering. Explicitly marked as Spanish localized educational content. [SPANISH CONTENT] -## Artificial Intelligence +### Service Mesh -### AI Workflows +#### Istio -#### Prompt Engineering +##### Operations - - **(2024)** [Claude 101: Free Guides to Master Claude](https://claude101.com) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive guides to mastering Anthropic's Claude. Focuses on system instructions, complex XML markup injection, custom tool calls, and API configuration profiles for multi-agent workflows. -## Developer Experience - -### AI Assisted Engineering - -#### Multi-Repository Architectures - - - **(2024)** [Using Workspaces for AI Changes Across Multiple Repos](https://ettema.dev/posts/ai-multi-repo-workspaces) [EN CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Investigates methods for utilizing structured developer workspaces to safely implement, coordinate, and review automated AI-driven modifications across sprawling multi-repository codebases. Offers patterns for multi-repo orchestrations and version control management. -## Developer Tools (1) + - **(2021)** [solo.io: Navigating __Istio Config__: a look into Istio’s toolkit](https://www.solo.io/blog) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A guide detailing useful debugging utilities and CLI tools for validating and diagnosing Istio configuration sets. Explains how to leverage 'istioctl' diagnostics, debug configuration states, and inspect direct Envoy configuration mappings to maintain healthy cluster states. +## Developer Tools ### Collaboration and Workflow #### Documentation Engines - - **(2021)** [What is a GitHub Wiki and How Do You Use it?](https://www.freecodecamp.org/news/what-is-github-wiki-and-how-do-you-use-it) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This practical guide breaks down the structure and utility of GitHub Wikis for software project documentation. It walks through syntax formatting, sidebar architecture, and collaborative editing patterns. While modern enterprise teams often prefer Docs-as-Code paradigms built with tools like MkDocs or Docusaurus, GitHub Wikis still serve as a quick, low-overhead option for repository-centric developer documentation. -## Platform Engineering + - [What is a GitHub Wiki and How Do You Use it?](https://www.freecodecamp.org/news/what-is-github-wiki-and-how-do-you-use-it) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” This practical guide breaks down the structure and utility of GitHub Wikis for software project documentation. It walks through syntax formatting, sidebar architecture, and collaborative editing patterns. While modern enterprise teams often prefer Docs-as-Code paradigms built with tools like MkDocs or Docusaurus, GitHub Wikis still serve as a quick, low-overhead option for repository-centric developer documentation. +#### Open Source Education -### AI Integration - -#### Coding Assistants - - - **(2025)** [**Programming with GitHub Copilot Agent Mode**](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A technical deep-dive into utilizing GitHub Copilot's 'Agent Mode' (Copilot Workspace) directly from the IDE. Explains how the tool acts as an autonomous collaborator, creating comprehensive implementation plans, managing complex multi-file updates, and executing test suites. -## Software Engineering - -### Developer Experience (1) - -#### AI Assisted Coding - -##### GitHub Copilot - - - **(2024)** [**GitHub Copilot CLI for Beginners: Getting Started**](https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli/?utm_source=twitter-cli-beginners-getting-started-cta&utm_medium=social&utm_campaign=dev-pod-copilot-cli-2026) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Introductory guide explaining how to integrate the terminal-based GitHub Copilot CLI to leverage natural-language shell queries, automating script development and git lifecycle executions. -### Frontend Development - -#### Architectural Patterns - - - **(2021)** [**Clean Architecture on Frontend**](https://bespoyasov.me/blog/clean-architecture-on-frontend) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An exceptional breakdown demonstrating the application of Clean Architecture principles to frontend systems. Illustrates isolation of business logic from UI components to enable extreme testability. + - [GitHub for Beginners: Getting Started with OSS Contributions](https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-oss-contributions) [COMMUNITY-TOOL] [GUIDE] β€” An official GitHub onboarding guide tailored for software engineers looking to initiate their contributions to Open Source Software (OSS) projects. It teaches how to fork repositories, configure branches, submit pull requests, and write structured issues. Understanding these fundamentals is crucial for developers seeking to participate in the global cloud-native ecosystem. --- -πŸ’‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [Scaffolding](./scaffolding.md) | [Devops](./devops.md) +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Devops](./devops.md) diff --git a/v2-docs/devops-tools.md b/v2-docs/devops-tools.md index 6ae07f10..9121c158 100644 --- a/v2-docs/devops-tools.md +++ b/v2-docs/devops-tools.md @@ -3,6 +3,13 @@ !!! info "Architectural Context" Detailed reference for Devops Tools in the context of Architectural Foundations. +## Cloud Infrastructure + +### AWS + +#### CI-CD Pipelines + + - [cloudtweaks.com: DevOps - Secure and Scalable CI/CD Pipeline with AWS](https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-aws) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical guide illustrating architectural patterns for building resilient and secure continuous integration and delivery pipelines within the AWS ecosystem. Analyzes core components such as AWS CodePipeline, CodeBuild, and security best practices to enforce governance and compliance. ## Cloud-Native ### Infrastructure Operations @@ -11,46 +18,56 @@ ##### Video Channels - - **(2025)** [youtube: Thetips4you 🌟](https://www.youtube.com/channel/UCoOq-DtESvayx5yJE5H6-qQ/playlists) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A widely populated YouTube learning platform containing architectural deep dives and step-by-step guides for tools like AWS, Kubernetes, Jenkins, Terraform, and Docker. + - [youtube: Thetips4you 🌟](https://www.youtube.com/channel/UCoOq-DtESvayx5yJE5H6-qQ/playlists) [COMMUNITY-TOOL] β€” A widely populated YouTube learning platform containing architectural deep dives and step-by-step guides for tools like AWS, Kubernetes, Jenkins, Terraform, and Docker. ## Containerization ### Local Environment #### Docker Compose Orchestration - - **(2025)** [DockSTARTer](https://github.com/GhostWriters/DockSTARTer) ⭐ 2558 [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A user-friendly CLI utility designed to simplify the configuration and installation of self-hosted server software via structured Docker Compose patterns. Serves as a solid entry point for containerization concepts in local server and edge hardware topologies. + - [DockSTARTer](https://github.com/GhostWriters/DockSTARTer) ⭐ 2558 [EN CONTENT] [COMMUNITY-TOOL] β€” A user-friendly CLI utility designed to simplify the configuration and installation of self-hosted server software via structured Docker Compose patterns. Serves as a solid entry point for containerization concepts in local server and edge hardware topologies. ## DevOps ### Orchestration #### Event-Driven Automation - - **(2020)** [zdnet.com: Puppet introduces beta of cloud-native, event-driven DevOps program: Relay](https://www.zdnet.com/article/puppet-introduces-beta-of-cloud-native-event-driven-devops-program-relay/#ftag=RSSbaffb68) [EN CONTENT] [LEGACY] β€” Archived industry reporting of Puppet's event-driven, cloud-native automated workflow engine named Relay. Though Puppet's cloud-native solutions have evolved, this resource highlights historical transitions toward serverless infrastructure automation and trigger-based runbooks. + - [zdnet.com: Puppet introduces beta of cloud-native, event-driven DevOps program:' Relay](https://www.zdnet.com/article/puppet-introduces-beta-of-cloud-native-event-driven-devops-program-relay/#ftag=RSSbaffb68) [EN CONTENT] [LEGACY] β€” Archived industry reporting of Puppet's event-driven, cloud-native automated workflow engine named Relay. Though Puppet's cloud-native solutions have evolved, this resource highlights historical transitions toward serverless infrastructure automation and trigger-based runbooks. ### Platform Engineering #### Capability Metrics - - **(2023)** [github.com/AdminTurnedDevOps/CapabilityPE](https://github.com/AdminTurnedDevOps/CapabilityPE) [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A research and practical taxonomy repository addressing DevOps platform engineering capability matrices. Assists engineering organizations in evaluating architecture, pipeline velocity, self-service portals, and cloud-native maturity tracks. + - [github.com/AdminTurnedDevOps/CapabilityPE](https://github.com/AdminTurnedDevOps/CapabilityPE) [EN CONTENT] [COMMUNITY-TOOL] β€” A research and practical taxonomy repository addressing DevOps platform engineering capability matrices. Assists engineering organizations in evaluating architecture, pipeline velocity, self-service portals, and cloud-native maturity tracks. ### Project Management #### Git Hosting and CI-CD - - **(2025)** [codegiant.io: Build software faster](https://codegiant.io/home) [EN CONTENT] [COMMUNITY-TOOL] β€” An integrated development platform offering secure Git repositories, issue tracking, continuous integration, and documentation hosting in a unified, enterprise-grade portal. Facilitates rapid development with modular workflows. + - [codegiant.io: Build software faster](https://codegiant.io/home) [EN CONTENT] [COMMUNITY-TOOL] β€” An integrated development platform offering secure Git repositories, issue tracking, continuous integration, and documentation hosting in a unified, enterprise-grade portal. Facilitates rapid development with modular workflows. ### Tooling Comparison #### Containerization and Orchestration - - **(2021)** [DevOps Tool Comparison: Docker Vs Kubernetes Vs Ansible](https://reviewnprep.com/blog/devops-tool-comparison-docker-vs-kubernetes-vs-ansible) [EN CONTENT] [COMMUNITY-TOOL] β€” Comparative analysis distinguishing container engines, cluster orchestration, and configuration management platforms. Contributes a structural taxonomy of Docker, Kubernetes, and Ansible, delineating how they align in deployment pipelines and multi-environment strategies. + - [DevOps Tool Comparison: Docker Vs Kubernetes Vs Ansible](https://reviewnprep.com/blog/devops-tool-comparison-docker-vs-kubernetes-vs-ansible) [EN CONTENT] [COMMUNITY-TOOL] β€” Comparative analysis distinguishing container engines, cluster orchestration, and configuration management platforms. Contributes a structural taxonomy of Docker, Kubernetes, and Ansible, delineating how they align in deployment pipelines and multi-environment strategies. #### Market Analysis - - **(2021)** [clarusway.com: Top 21 DevOps Tools Of 2021 (Comprehensive Guide)](https://clarusway.com/top-21-devops-tools) [EN CONTENT] [COMMUNITY-TOOL] β€” Comprehensive market snapshot from 2021 enumerating critical DevOps technologies. While highly localized to historical toolchains, it provides a comparative baseline of industry migration patterns from monolithic pipelines to modern orchestrators. + - [clarusway.com: Top 21 DevOps Tools Of 2021 (Comprehensive Guide)](https://clarusway.com/top-21-devops-tools) [EN CONTENT] [COMMUNITY-TOOL] β€” Comprehensive market snapshot from 2021 enumerating critical DevOps technologies. While highly localized to historical toolchains, it provides a comparative baseline of industry migration patterns from monolithic pipelines to modern orchestrators. ## Developer Experience +### AI Assisted Engineering + +#### Multi-Repository Architectures + + - [Using Workspaces for AI Changes Across Multiple Repos](https://ettema.dev/posts/ai-multi-repo-workspaces) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Investigates methods for utilizing structured developer workspaces to safely implement, coordinate, and review automated AI-driven modifications across sprawling multi-repository codebases. Offers patterns for multi-repo orchestrations and version control management. ### Database Tooling #### SQL Utilities - - **(2025)** [**SQL Studio: A Unified SQL Database Explorer**](https://github.com/frectonz/sql-studio) ⭐ 3539 [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A single-binary SQL database administrator interface written in Rust. It streamlines querying, schema inspection, and data visualization across multiple RDBMS engines (including SQLite, PostgreSQL, and MySQL) in resource-constrained containerized runtimes. + - [SQL Studio: A Unified SQL Database Explorer](https://github.com/frectonz/sql-studio) ⭐ 3539 [EN CONTENT] [ENTERPRISE-STABLE] β€” A single-binary SQL database administrator interface written in Rust. It streamlines querying, schema inspection, and data visualization across multiple RDBMS engines (including SQLite, PostgreSQL, and MySQL) in resource-constrained containerized runtimes. +### Local Environment (1) + +#### Version Management + + - [asdf version manager (asdf-vm)](https://asdf-vm.com) [EN CONTENT] [DE FACTO STANDARD] β€” An extensible, multi-language version manager capable of centralizing tool runtimes through a unified CLI configuration file (`.tool-versions`). Eliminates environmental drift across localized developer workspaces by managing multiple CLI toolchains via a modular plugin architecture. ## Developer Reference ### Industry Reports @@ -58,10 +75,15 @@ #### Resource Curation - **(2020)** [gitkraken.com: DevOps Tools Report 2020 🌟](https://www.gitkraken.com/reports/devops-report-2020) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly informative developer sentiment report published by GitKraken, examining tool preference patterns across version control, CI pipeline layers, and release architectures. - - **(2025)** [techradar.com: techradar.com](https://www.techradar.com/best/best-devops-tools) 🌟🌟 [COMMUNITY-TOOL] β€” Industry round-up detailing enterprise DevOps offerings, tracking leading SaaS and open source tools across CI/CD, performance tracking, and security monitoring. - - **(2021)** [devops.com: 11 Open Source DevOps Tools We Love For 2021](https://devops.com/11-open-source-devops-tools-we-love-for-2021) 🌟🌟 [COMMUNITY-TOOL] β€” Informative industry aggregation focusing on core open source DevOps offerings that matured during the 2021 cloud-native push, highlighting utilities for testing, containerization, and configuration. - - **(2020)** [raygun.com: The 10 best DevOps tools for 2020](https://raygun.com/blog/best-devops-tools) 🌟🌟 [COMMUNITY-TOOL] β€” Aggregated selection of critical tools for SRE teams in 2020, discussing real-time crash reporting, APM utilities, and orchestration options. - - **(2020)** [hackr.io: Top 10 DevOps Tools To Look For in 2020](https://hackr.io/blog/top-devops-tools) 🌟🌟 [COMMUNITY-TOOL] β€” Practical run-through of core technologies driving operational speed, featuring configurations such as configuration managers, automated deployment frameworks, and container layers. + - [devops.com: 11 Open Source DevOps Tools We Love For 2021](https://devops.com/11-open-source-devops-tools-we-love-for-2021) [COMMUNITY-TOOL] β€” Informative industry aggregation focusing on core open source DevOps offerings that matured during the 2021 cloud-native push, highlighting utilities for testing, containerization, and configuration. + - [raygun.com: The 10 best DevOps tools for 2020](https://raygun.com/blog/best-devops-tools) [COMMUNITY-TOOL] β€” Aggregated selection of critical tools for SRE teams in 2020, discussing real-time crash reporting, APM utilities, and orchestration options. + - [hackr.io: Top 10 DevOps Tools To Look For in 2020](https://hackr.io/blog/top-devops-tools) [COMMUNITY-TOOL] β€” Practical run-through of core technologies driving operational speed, featuring configurations such as configuration managers, automated deployment frameworks, and container layers. + - [techradar.com: techradar.com](https://www.techradar.com/best/best-devops-tools) [COMMUNITY-TOOL] β€” Industry round-up detailing enterprise DevOps offerings, tracking leading SaaS and open source tools across CI/CD, performance tracking, and security monitoring. +### Syntax Cheat Sheets + +#### Language Manuals + + - [QuickRef.ME - Quick Reference Cheat Sheets](https://quickref.me/index.html) [COMMUNITY-TOOL] β€” A massive aggregator of high-density cheat sheets and quick reference guides covering terminal systems, programming syntaxes, database commands, and deployment paradigms. ## Infrastructure Operations (1) ### Sysadmin Toolsets @@ -70,47 +92,77 @@ ##### Awesome Lists - - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 33981 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An incredibly rich curation containing production-grade open source utilities, control planes, networking layers, and security mechanisms used daily by systems architects and site reliability engineers. + - [Awesome Sysadmin](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 33981 [DE FACTO STANDARD] β€” An incredibly rich curation containing production-grade open source utilities, control planes, networking layers, and security mechanisms used daily by systems architects and site reliability engineers. ### Virtualization Environments #### Vagrant Setup - - **(2021)** [devopscube.com: Vagrant Tutorial For Beginners: Getting Started Guide 🌟](https://devopscube.com/vagrant-tutorial-beginners) 🌟🌟🌟 [COMMUNITY-TOOL] β€” In-depth tutorial highlighting standard virtualization setups using HashiCorp Vagrant. Covers provider initialization, Vagrantfile declarations, provisioning hooks, and multi-node architectures. + - [devopscube.com: Vagrant Tutorial For Beginners: Getting Started Guide 🌟](https://devopscube.com/vagrant-tutorial-beginners) [COMMUNITY-TOOL] β€” In-depth tutorial highlighting standard virtualization setups using HashiCorp Vagrant. Covers provider initialization, Vagrantfile declarations, provisioning hooks, and multi-node architectures. ## Kubernetes ### Application Delivery #### Continuous Delivery - - **(2026)** [==Devtron==](https://github.com/devtron-labs/devtron) ⭐ 5486 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A comprehensive, open-source AppOps platform for Kubernetes designed to consolidate CI/CD pipelines, GitOps, observability, and cost optimization. Provides self-service deployment interfaces, security checks, and deep resource validation for multicluster operations. + - [Devtron](https://github.com/devtron-labs/devtron) ⭐ 5486 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A comprehensive, open-source AppOps platform for Kubernetes designed to consolidate CI/CD pipelines, GitOps, observability, and cost optimization. Provides self-service deployment interfaces, security checks, and deep resource validation for multicluster operations. ### Cluster Operations #### GUI Clients - - **(2024)** [KubeUI: A Desktop Kubernetes Client](https://github.com/IvanJosipovic/KubeUI) ⭐ 308 [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A native, desktop-optimized UI designed to stream, monitor, and interact with live cluster metrics and objects. Enhances developer agility through dynamic views of multi-cluster namespaces, container outputs, and active workload parameters. - - **(2022)** [Kubeterm: Graphical Management Tool for Kubernetes](https://github.com/kbterm/kubeterm) ⭐ 208 [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” An open-source desktop client designed for administrative and monitoring interactions within Kubernetes clusters. Employs graphical representations of active resources to lower cognitive load during deep-dive debugging of deployments, services, and namespace configurations. + - [Kubeterm: Graphical Management Tool for Kubernetes](https://github.com/kbterm/kubeterm) ⭐ 208 [EN CONTENT] [COMMUNITY-TOOL] β€” An open-source desktop client designed for administrative and monitoring interactions within Kubernetes clusters. Employs graphical representations of active resources to lower cognitive load during deep-dive debugging of deployments, services, and namespace configurations. + - [KubeUI: A Desktop Kubernetes Client](https://github.com/IvanJosipovic/KubeUI) ⭐ 308 [EN CONTENT] [COMMUNITY-TOOL] β€” A native, desktop-optimized UI designed to stream, monitor, and interact with live cluster metrics and objects. Enhances developer agility through dynamic views of multi-cluster namespaces, container outputs, and active workload parameters. ## Platform Engineering (1) ### AI Integration #### Agentic Engineering - - **(2025)** [**Azure DevOps MCP Server**](https://github.com/microsoft/azure-devops-mcp) ⭐ 1718 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An official Microsoft MCP server repository enabling AI Agents (like Claude or GitHub Copilot) to interact seamlessly with Azure DevOps. Allows agents to manage work items, query repositories, inspect pipeline logs, and orchestrate PR reviews dynamically. -### CI-CD Pipelines + - [Kiro: Engineering Rigor for Agentic Development](https://kiro.dev) [ADVANCED LEVEL] [EMERGING] [ENTERPRISE-STABLE] β€” An emerging framework focused on enforcing software engineering rigor, test-driven validation, and deterministic guardrails within AI Agent-driven code generation and execution loops. Provides platform architectures for managing safe agent-based deployments. + - [Azure DevOps MCP Server](https://github.com/microsoft/azure-devops-mcp) ⭐ 1718 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An official Microsoft MCP server repository enabling AI Agents (like Claude or GitHub Copilot) to interact seamlessly with Azure DevOps. Allows agents to manage work items, query repositories, inspect pipeline logs, and orchestrate PR reviews dynamically. +#### Coding Assistants + + - [GitHub Copilot Now Explains Failed Actions Jobs (GA)](https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga) [ENTERPRISE-STABLE] β€” An official GitHub product announcement marking the General Availability of GitHub Copilot's automated pipeline diagnostics. Empowers developers to quickly resolve failing CI/CD builds by getting clear, contextual, AI-driven summaries and remediation plans. +### CI-CD Pipelines (1) #### Debugging ##### GitHub Actions - - **(2025)** [==action-tmate: Debug GitHub Actions via SSH==](https://github.com/mxschmitt/action-tmate) ⭐ 3544 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive tool for debugging failing GitHub Actions runner environments. This action opens an interactive, secure shell (SSH or Web TUI) terminal session on the live GHA runner, allowing developers to execute shell commands, inspect filesystems, and debug failures instantly. + - [action-tmate: Debug GitHub Actions via SSH](https://github.com/mxschmitt/action-tmate) ⭐ 3544 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The definitive tool for debugging failing GitHub Actions runner environments. This action opens an interactive, secure shell (SSH or Web TUI) terminal session on the live GHA runner, allowing developers to execute shell commands, inspect filesystems, and debug failures instantly. +#### Enterprise Tooling + + - [PMEase QuickBuild](https://www.pmease.com) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A commercial continuous integration and release management system offering robust build configuration inheritance, graphical pipeline design, and extensive platform agent management. Favored by enterprises requiring complex build tree structures. +### Kubernetes Management + +#### PaaS Solutions + + - [Canine: A Developer-friendly PaaS for Kubernetes](https://canine.sh) [COMMUNITY-TOOL] β€” An ultra-lightweight, developer-friendly Platform-as-a-Service (PaaS) built on top of Kubernetes. Focuses on minimizing the friction of infrastructure management by automating container packaging, ingress configuration, and SSL provisioning for rapid app deployments. ## Software Engineering +### Developer Experience (1) + +#### AI Assisted Coding + +##### Claude Templates + + - [Claude Code Templates](https://github.com/davila7/claude-code-templates) ⭐ 27488 [DE FACTO STANDARD] β€” A highly popular community repository hosting prompt structures, workflows, and templates optimized for Claude Code and Anthropic integrations in complex development cycles. +##### Cursor Documentation + + - [Cursor Bugbot Effort Levels Documentation](https://cursor.com/docs/bugbot#effort-levels) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official documentation explaining the Cursor Bugbot's dynamic execution tiering, balancing deep semantic analysis and token limits against codebase complexity metrics. +##### GitHub Copilot + + - **(2024)** [**GitHub Copilot CLI for Beginners: Getting Started**](https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli/?utm_source=twitter-cli-beginners-getting-started-cta&utm_medium=social&utm_campaign=dev-pod-copilot-cli-2026) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Introductory guide explaining how to integrate the terminal-based GitHub Copilot CLI to leverage natural-language shell queries, automating script development and git lifecycle executions. ### Product Culture #### Philosophical Frameworks - - **(2020)** [thenewstack.io: DevOps Is Fed by a Tools Culture Loop](https://thenewstack.io/devops-is-fed-by-a-tools-culture-loop) 🌟🌟 [COMMUNITY-TOOL] β€” Commentary exploring the dynamic intersection between DevOps organizational practices, corporate cultures, and how continuous toolchain feedback loops dictate infrastructure modernization. + - [thenewstack.io: DevOps Is Fed by a Tools Culture Loop](https://thenewstack.io/devops-is-fed-by-a-tools-culture-loop) [COMMUNITY-TOOL] β€” Commentary exploring the dynamic intersection between DevOps organizational practices, corporate cultures, and how continuous toolchain feedback loops dictate infrastructure modernization. +### Version Control + +#### Branching Strategies + + - **(2020)** [victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow](https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html) 🌟🌟 [COMMUNITY-TOOL] β€” Originally published by VictorOps (now acquired by Splunk as Splunk On-Call), this guide provides a direct comparison between Trunk-Based Development and GitFlow. It outlines the operational trade-offs between stability-centric scheduled release cycles and fast continuous deployment. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Mkdocs](./mkdocs.md) diff --git a/v2-docs/devops.md b/v2-docs/devops.md index 6c04656e..0d4b19e9 100644 --- a/v2-docs/devops.md +++ b/v2-docs/devops.md @@ -3,99 +3,184 @@ !!! info "Architectural Context" Detailed reference for Devops in the context of Platform & Site Reliability. -## Agentic Engineering +## Standard Reference -### Model Context Protocol + - [enterprisersproject.com: DevOps: 5 things teams need from CIOs](https://enterprisersproject.com/article/2020/7/devops-5-things-teams-need) [COMMUNITY-TOOL] + - [redhat.com: Understanding DevOps](https://www.redhat.com/en/topics/devops) [COMMUNITY-TOOL] + - [redhat.com: El concepto de DevOps](https://www.redhat.com/es/topics/devops) [COMMUNITY-TOOL] + - [salesforceben.com: 5 DevOps Concepts You Need to Know](https://www.salesforceben.com/5-devops-concepts-you-need-to-know) [COMMUNITY-TOOL] + - [enterprisersproject.com: DevOps: 3 skills needed to support its future in' the enterprise](https://enterprisersproject.com/article/2021/10/devops-future-operating-model-it) [COMMUNITY-TOOL] + - [devblogs.microsoft.com: DevOps Dojo – Culture and Mindset](https://devblogs.microsoft.com/devops/devops-dojo-culture-and-mindset) [COMMUNITY-TOOL] + - [devops.com: The DevOps Journey: Continuous Mindset Starts With Cultural' Change](https://devops.com/the-evolving-devops-journey-continuous-mindset-starts-with-cultural-change) [COMMUNITY-TOOL] + - [thenewstack.io: Automation Is No Silver Bullet: 3 Keys for Scaling Success](https://thenewstack.io/automation-is-no-silver-bullet-3-keys-for-scaling-success) [COMMUNITY-TOOL] + - [devops.com: Why MTTR is a Vital Metric for DevOps Teams](https://devops.com/why-mttr-is-a-vital-metric-for-devops-teams) [COMMUNITY-TOOL] + - [umbrellainfocare.com: Cloud and DevOps are Made for Each Other](https://www.umbrellainfocare.com/blogs/cloud-and-devops-are-made-for-each-other) [COMMUNITY-TOOL] + - [linkedin.com/pulse: Is DevOps just system administration repackaged?](https://www.linkedin.com/pulse/devops-just-system-administration-repackaged-gianluca-mascolo) [COMMUNITY-TOOL] + - [devops.com: Home Β» Blogs Β» A DevOps Reset for a Multi-Cloud World](https://devops.com/a-devops-reset-for-a-multi-cloud-world) [COMMUNITY-TOOL] + - [dev.to: DevOps Trends for Developers in 2023 | Pavan Belagatti](https://dev.to/pavanbelagatti/devops-trends-for-developers-in-2023-345b) [COMMUNITY-TOOL] + - [abc.es: Ingenieros DevOps, la pieza clave del engranaje digital de las' empresas 🌟](https://www.abc.es/economia/ingenieros-devops-pieza-clave-engranaje-digital-empresas-20230212000148-nt.html) [COMMUNITY-TOOL] + - [microsoft.com: DevOps threat matrix](https://www.microsoft.com/en-us/security/blog/2023/04/06/devops-threat-matrix) [COMMUNITY-TOOL] + - [devops.com: 11 Steps to a Successful DevOps Career](https://devops.com/11-steps-to-a-successful-devops-career) [COMMUNITY-TOOL] + - [dev.to/aws-builders: How to get started with DevOps? What skills should' we start with?](https://dev.to/aws-builders/how-to-get-started-with-devops-what-skills-should-we-start-with-5efp) [COMMUNITY-TOOL] + - [infoq.com: Dark Side of DevOps - the Price of Shifting Left and Ways to' Make it Affordable](https://www.infoq.com/articles/devops-shifting-left) [COMMUNITY-TOOL] + - [Red Hat automation glossary 🌟](https://www.redhat.com/en/blog/red-hat-automation-glossary) [COMMUNITY-TOOL] + - [10 Real-World Kubernetes Troubleshooting Scenarios and Solutions](https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions) [COMMUNITY-TOOL] + - [devops.com](https://devops.com) [COMMUNITY-TOOL] + - [devopscube.com](https://devopscube.com) [COMMUNITY-TOOL] + - [devopszone.info](https://www.devopszone.info) [COMMUNITY-TOOL] + - [devopsdigest.com](https://www.devopsdigest.com) [COMMUNITY-TOOL] + - [devopstips.net](https://devopstips.net) [COMMUNITY-TOOL] + - [orange-quarter.com: Upskill yourself with these 5 DevOps resources](https://orange-quarter.com/upskill-yourself-with-these-5-devops-resources) [COMMUNITY-TOOL] + - [mrcloudbook.com: Mr Cloud Book](https://mrcloudbook.com) [COMMUNITY-TOOL] + - [github.com/DevOps-Projects-Ideas/DevOps-Books 🌟🌟](https://github.com/DevOps-Projects-Ideas/DevOps-Books) ⭐ 667 [COMMUNITY-TOOL] + - [github.com/paragpallavsingh/90DaysOfDevOps: 90DaysOfDevOps Challenge](https://github.com/paragpallavsingh/90DaysOfDevOps) ⭐ 11 [COMMUNITY-TOOL] + - [cloud.google.com: State of DevOps 2021 🌟](https://cloud.google.com/blog/products/devops-sre/announcing-dora-2021-accelerate-state-of-devops-report) [COMMUNITY-TOOL] + - [What is Configuration Drift?](https://www.continuitysoftware.com/blog/it-resilience/what-is-configuration-drift) [COMMUNITY-TOOL] + - [thenewstack.io: Cloud Drift Detection: How to Resolve Out-of-State Changes](https://thenewstack.io/cloud-drift-detection-how-to-resolve-out-of-state-changes) [COMMUNITY-TOOL] + - [fairwinds.com: Configuration Drift in Kubernetes - What Is It and Why it' Matters 🌟](https://www.fairwinds.com/blog/configuration-drift-kubernetes) [COMMUNITY-TOOL] + - [env0.com: Automated Drift Detection 🌟](https://www.env0.com/blog/automated-drift-detection-with-env0) [COMMUNITY-TOOL] + - [thenewstack.io: How Drift Detection and IaC Help Maintain a Secure Infrastructure](https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infrastructure) [COMMUNITY-TOOL] + - [Kubernetes Troubleshooting Guide: Common Pitfalls and Solutions](https://autodotes.com/posts/s90PP9397WYTsAWaRapd) [COMMUNITY-TOOL] + - [opensource.com: The case for making the transition from sysadmin to DevOps' engineer 🌟](https://opensource.com/article/19/7/devops-vs-sysadmin) [COMMUNITY-TOOL] + - [opensource.com: How to transition into a career as a DevOps engineer](https://opensource.com/article/19/7/how-transition-career-devops-engineer) [COMMUNITY-TOOL] + - [opensource.com: A beginner's guide to everything DevOps 🌟](https://opensource.com/article/20/2/devops-beginners) [COMMUNITY-TOOL] + - [How to get from DevOps to NoOps: 5 steps](https://enterprisersproject.com/article/2020/3/how-get-devops-noops-5-steps) [COMMUNITY-TOOL] + - [Corporate culture complicates Kubernetes and container collaboration 🌟](https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-container-collaboration) [COMMUNITY-TOOL] + - [smartsheet.com: The Way of DevOps: A Primer on DevOps Principles and Practices](https://www.smartsheet.com/devops) [COMMUNITY-TOOL] + - [opensource.com: 10 tips for maintaining a DevOps mindset for distributed' teams](https://opensource.com/article/20/6/devops-mindset) [COMMUNITY-TOOL] + - [stackoverflow.blog: The rise of the DevOps mindset 🌟](https://stackoverflow.blog/2020/06/10/the-rise-of-the-devops-mindset) [COMMUNITY-TOOL] + - [DevOps engineers: Common misconceptions about the role](https://enterprisersproject.com/article/2020/6/devops-engineer-role-common-misconceptions) [COMMUNITY-TOOL] + - [DevOps for beginners: Where to start learning and focusing](https://enterprisersproject.com/article/2020/6/devops-beginners-where-start) [COMMUNITY-TOOL] + - [scaledagileframework.com: DevOps 🌟🌟](https://www.scaledagileframework.com/devops) [COMMUNITY-TOOL] + - [enterprisersproject.com: 3 DevOps skills IT leaders need for the next normal](https://enterprisersproject.com/article/2020/7/3-devops-skills-it-leaders-need-next-normal) [COMMUNITY-TOOL] + - [red-gate.com: Automated Production Deployments are Not the Key to DevOps' Performance](https://www.red-gate.com/blog/automated-production-deployments-are-not-the-key-to-devops-performance) [COMMUNITY-TOOL] + - [learnsteps.com: DevOps Interview Question: How will you set up a CI/CD pipeline?' 🌟](https://www.learnsteps.com/devops-interview-question-how-will-you-set-up-a-ci-cd-pipeline) [COMMUNITY-TOOL] + - [devops.com: Survey Surfaces High Reliance on DevOps to Build and Deploy' APIs](https://devops.com/survey-surfaces-high-reliance-on-devops-to-build-and-deploy-apis) [COMMUNITY-TOOL] + - [forbes: Why No One Understands Agile, SCRUM & DevOps & Why Perfect Technology' Abstractions Are Sure To Fail](https://www.forbes.com/sites/steveandriole/2020/10/01/why-no-one-understands-agile-scrum--devops--why-perfect-technology-abstractions-are-sure-to-fail) [COMMUNITY-TOOL] + - [thenewstack.io: From DevOps to DevApps 🌟](https://thenewstack.io/from-devops-to-devapps) [COMMUNITY-TOOL] + - [thenewstack.io: The Future of Ops Careers 🌟🌟](https://thenewstack.io/the-future-of-ops-careers) [COMMUNITY-TOOL] + - [thenewstack.io: DevOps World: DevOps Moves to Resilient Collaboration](https://thenewstack.io/post-pandemic-devops-moves-to-resilient-collaboration) [COMMUNITY-TOOL] + - [infoq.com: Puppet Releases Its 2020 State of DevOps Report 🌟](https://www.infoq.com/news/2020/11/2020-devops-report) [COMMUNITY-TOOL] + - [opensource.com: Create a DevOps culture with open source principles](https://opensource.com/article/20/12/remote-devops) [COMMUNITY-TOOL] + - [opensource.com: 3 critical DevOps concepts we explored in 2020 🌟](https://opensource.com/article/20/12/devops) [COMMUNITY-TOOL] + - [devops.com: Unlocking Your DevOps Automation Mindset 🌟](https://devops.com/unlocking-your-devops-automation-mindset) [COMMUNITY-TOOL] + - [devops.com: 7 Trends Influencing DevOps and DevSecOps Adoption](https://devops.com/7-trends-influencing-devops-and-devsecops-adoption) [COMMUNITY-TOOL] + - [devops.com: DevOps for the Development and Delivery of High-Performance' Applications](https://devops.com/devops-for-the-development-and-delivery-of-high-performance-applications) [COMMUNITY-TOOL] + - [thenewstack.io: DevOps, DevApps and the Death of Infrastructure](https://thenewstack.io/devops-devapps-and-the-death-of-infrastructure) [COMMUNITY-TOOL] + - [devopscube.com: Become A DevOps Engineer in 2021: A Comprehensive Guide](https://devopscube.com/become-devops-engineer) [COMMUNITY-TOOL] + - [devops.com: 6 Signs You’re Doing DevOps Correctly](https://devops.com/6-signs-youre-doing-devops-correctly) [COMMUNITY-TOOL] + - [content.techgig.com: 5 Best DevOps practices for beginners](https://content.techgig.com/5-best-devops-practices-for-beginners/articleshow/81368965.cms) [COMMUNITY-TOOL] + - [cst-bg.net: 13 clues you are doing DevOps right 🌟](https://www.cst-bg.net/post/13-clues-to-good-devops) [COMMUNITY-TOOL] + - [thenewstack.io: 5 Cloud Automation Tips for Developers and DevOps](https://thenewstack.io/5-cloud-automation-tips-for-developers-and-devops) [COMMUNITY-TOOL] + - [thenewstack.io: Maximizing the Value of Containerization for DevOps](https://thenewstack.io/maximizing-the-value-of-containerization-for-devops) [COMMUNITY-TOOL] + - [opensource.com: A DevOps guide to documentation](https://opensource.com/article/21/3/devops-documentation) [COMMUNITY-TOOL] + - [infoq.com: DevOps is Not Enough for Scaling and Evolving Tech-Driven Organizations:' a Q&A with Eduardo da Silva](https://www.infoq.com/articles/devops-not-enough-scaling-tech-driven-organizations) [COMMUNITY-TOOL] + - [devops.com: Languages and DevOps: Recommendations](https://devops.com/languages-and-devops-recommendations) [COMMUNITY-TOOL] + - [devops.com: Survey Shows Mounting DevOps Frustration and Costs](https://devops.com/survey-shows-mounting-devops-frustration-and-costs) [COMMUNITY-TOOL] + - [youtube: The best DevOps tools, frameworks, and platforms in 2021 🌟](https://www.youtube.com/watch?v=js-rq7SvPpE&ab_channel=DevOpsToolkit) [COMMUNITY-TOOL] + - [devops.com: DevOps Trends to Watch in 2021 🌟](https://devops.com/devops-trends-to-watch-in-2021) [COMMUNITY-TOOL] + - [devops.com: Nine Pillars of DevOps Best Practices](https://devops.com/nine-pillars-of-devops-best-practices) [COMMUNITY-TOOL] + - [weblineindia.com: DevOps Automation – Everything You Need to Know](https://www.weblineindia.com/blog/all-about-devops-automation) [COMMUNITY-TOOL] + - [getxray.app: Get started with DevOps: principles, best practices and tips](https://www.getxray.app/blog/get-started-with-devops-principles-best-practices-and-tips) [COMMUNITY-TOOL] + - [stackoverflow.blog: How developers can be their own operations department](https://stackoverflow.blog/2021/05/24/how-developers-can-be-their-own-operations-department) [COMMUNITY-TOOL] + - [linkedin.com/pulse: Top 10 skills a DevOps engineer should possess](https://www.linkedin.com/pulse/top-10-skills-devops-engineer-should-possess-saurabh-badhwar) [COMMUNITY-TOOL] + - [devops.com: How Containers Simplify DevOps Workflows and CI/CD Pipelines' 🌟](https://devops.com/how-containers-simplify-devops-workflows-and-ci-cd-pipelines) [COMMUNITY-TOOL] + - [dev.to: 5 GitHub Projects to make you a better DevOps Engineer 🌟](https://dev.to/ankit01oss/5-github-projects-to-make-you-a-better-devops-engineer-2fkl) [COMMUNITY-TOOL] + - [cloudbees.com: How to Nail DevOps Governance and Compliance in a Highly' Regulated Industry 🌟](https://www.cloudbees.com/blog/how-to-nail-devops-governance-and-compliance-in-a-highly-regulated-industry) [COMMUNITY-TOOL] + - [forbes.com: DevOps: What You Need To Know 🌟](https://www.forbes.com/sites/tomtaulli/2021/07/16/devops-what-you-need-to-know) [COMMUNITY-TOOL] + - [zdnet.com: Stop calling DevOps teams 'DevOps teams' 🌟🌟](https://www.zdnet.com/article/stop-calling-devops-teams-devops-teams) [COMMUNITY-TOOL] + - [devops.com: Yeah, You’re Doing DevOps](https://devops.com/yeah-youre-doing-devops) [COMMUNITY-TOOL] + - [infoq.com: How External IT Providers Can Adopt DevOps Practices 🌟](https://www.infoq.com/news/2021/08/external-IT-providers-devops) [COMMUNITY-TOOL] + - [chaossearch.io: 9 Essential DevOps Tools for 2021](https://www.chaossearch.io/blog/essential-devops-tools) [COMMUNITY-TOOL] + - [devopsonline.co.uk: The role of Automation in DevOps](https://www.devopsonline.co.uk/the-role-of-automation-in-devops) [COMMUNITY-TOOL] + - [sqlshack.com: 6 Reasons why you can’t have DevOps without Test Automation' 🌟](https://www.sqlshack.com/6-reasons-why-you-cant-have-devops-without-test-automation) [COMMUNITY-TOOL] + - [dev.to: DevOps Is Not Automation](https://dev.to/run-x/devops-is-not-automation-2amo) [COMMUNITY-TOOL] + - [intellipaat.com: What Does a DevOps Engineer Do? 🌟](https://intellipaat.com/blog/what-does-a-devops-engineer-do) [COMMUNITY-TOOL] + - [siliconangle.com: β€˜DevOps for Dummies’ author Emily Freeman introduces revolutionary' model for modern software development](https://siliconangle.com/2021/09/29/devops-dummies-author-emily-freeman-introduces-revolutionary-model-modern-software-development-awsq3) [COMMUNITY-TOOL] + - [thenewstack.io: Microservices Transformed DevOps β€” Why Security Is Next](https://thenewstack.io/microservices-transformed-devops-why-security-is-next) [COMMUNITY-TOOL] + - [thenewstack.io: DevOps at the Crossroads: The Future of Software Delivery](https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery) [COMMUNITY-TOOL] + - [thenewstack.io: 3 Habits of Highly Successful DevOps Teams](https://thenewstack.io/3-habits-of-highly-successful-devops-teams) [COMMUNITY-TOOL] + - [dev.to: DEV-OPS](https://dev.to/attaullahshafiq10/dev-ops-59dm) [COMMUNITY-TOOL] + - [freecodecamp.org: DevOps Engineering Course for Beginners](https://www.freecodecamp.org/news/devops-engineering-course-for-beginners) [COMMUNITY-TOOL] + - [bmc.com: DevOps Metrics for Optimizing CI/CD Pipelines](https://www.bmc.com/blogs/devops-ci-cd-metrics) [COMMUNITY-TOOL] + - [simform.com: How to Implement DevOps for Enterprise?](https://www.simform.com/blog/devops-for-enterprise) [COMMUNITY-TOOL] + - [calcalistech.com: β€œDevOps is a culture, it's not a job description”](https://www.calcalistech.com/ctechnews/article/s1mlpunf9) [COMMUNITY-TOOL] + - [reviewnprep.com: DevOps Basics](https://reviewnprep.com/blog/devops-basics) [COMMUNITY-TOOL] + - [dev.to: How I learn new technologies as a DevOps Engineer (without being' overwhelmed πŸ‘) | TechWorld with Nana](https://dev.to/techworld_with_nana/how-i-learn-new-technologies-as-a-devops-engineer-without-being-overwhelmed--495e) [COMMUNITY-TOOL] + - [devops.com: he Real Pipeline](https://devops.com/the-real-pipeline) [COMMUNITY-TOOL] + - [information-age.com: DevOps vs Agile: distinguishing and combining the two](https://www.information-age.com/devops-vs-agile-distinguishing-and-combining-the-two-20117) [COMMUNITY-TOOL] + - [enterprisersproject.com: DevOps: Why shift left goes wrong](https://enterprisersproject.com/article/2020/5/devops-shift-left-why-goes-wrong) [COMMUNITY-TOOL] + - [itnext.io: DevOps Big Picture (On-Premises)](https://itnext.io/devops-big-picture-on-premises-d07f61d6c34c) [COMMUNITY-TOOL] + - [net.connect4techs.com: What are the top DevOps trends in 2024](https://net.connect4techs.com/what-are-the-top-devops-trends-in-2024) [COMMUNITY-TOOL] + - [dynatrace.com: 9 key DevOps metrics for success - What are the four main' DevOps metrics? DORA’s Four Keys](https://www.dynatrace.com/news/blog/devops-metrics-for-success) [COMMUNITY-TOOL] + - [DevOps Roadmap for 2026](https://github.com/milanm/DevOps-Roadmap) ⭐ 19457 [DE FACTO STANDARD] + - [dev.to: Your Roadmap to Become a DevOps Engineer in 2021](https://dev.to/kodekloud/your-roadmap-to-become-a-devops-engineer-in-2020-i1n) [COMMUNITY-TOOL] + - [techworld-with-nana.com: DevOps Roadmap 🌟](https://www.techworld-with-nana.com/devops-roadmap) [COMMUNITY-TOOL] + - [DevOps as a Service: Migrating Your Entire DevOps Stack to the Cloud](https://devops.com/devops-as-a-service-migrating-your-entire-devops-stack-to-the-cloud) [COMMUNITY-TOOL] + - [The DevOps Bottleneck: Why IaC Orchestration is the Missing Piece](https://devops.com/the-devops-bottleneck-why-iac-orchestration-is-the-missing-piece) [COMMUNITY-TOOL] + - [Full Cycle Developers at Netflix β€” Operate What You Build](https://netflixtechblog.com/full-cycle-developers-at-netflix-a08c31f83249) [COMMUNITY-TOOL] + - [Applying Netflix DevOps Patterns to Windows](https://netflixtechblog.com/applying-netflix-devops-patterns-to-windows-2a57f2dbbf79) [COMMUNITY-TOOL] + - [devops.com: The Rise of NetDevOps and CI/CD Pipeline Solutions](https://devops.com/the-rise-of-netdevops-and-ci-cd-pipeline-solutions) [COMMUNITY-TOOL] + - [Debuild](https://debuild.co) [COMMUNITY-TOOL] + - [seekwell](https://www.seekwell.io) [COMMUNITY-TOOL] + - [thenewstack.io: The Coming Era of Data as Code 🌟](https://thenewstack.io/the-coming-era-of-data-as-code) [COMMUNITY-TOOL] + - [arrikto.com: What is Data as Code 🌟](https://www.arrikto.com/blog/what-is-data-as-code) [COMMUNITY-TOOL] + - [blogs.sap.com: A Practical Guide to DevOps for SAP ERP](https://blogs.sap.com/2021/12/13/a-practical-guide-to-devops-for-sap-erp) [COMMUNITY-TOOL] + - [youtube playlist: DevOps - SonarQube, Artifactory, JFrog, Jenkins, Maven,' etc 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-akoYTAboxT1AbHlPmrvRYYZ) [COMMUNITY-TOOL] + - [youtube playlist: Docker 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-amqyqHceAhkcsopzi4PFcKc) [COMMUNITY-TOOL] + - [youtube playlist: Kubernetes 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h) [COMMUNITY-TOOL] + - [Platform Engineering Guide - 5 Key Use Cases of Internal Developer Platforms](https://www.techworld-with-nana.com/post/platform-engineering-guide) [COMMUNITY-TOOL] + - [platformengineering.org](https://platformengineering.org) [COMMUNITY-TOOL] + - [thenewstack.io/platform-engineering](https://thenewstack.io/platform-engineering) [COMMUNITY-TOOL] + - [honeycomb.io: The Future of Ops Is Platform Engineering 🌟](https://www.honeycomb.io/blog/future-ops-platform-engineering) [COMMUNITY-TOOL] + - [thenewstack.io: DevOps Burnout? Try Platform Engineering](https://thenewstack.io/devops-burnout-try-platform-engineering) [COMMUNITY-TOOL] + - [softwareengineeringdaily.com: The Rise of Platform Engineering 🌟](https://softwareengineeringdaily.com/2020/02/13/setting-the-stage-for-platform-engineering) [COMMUNITY-TOOL] + - [thenewstack.io: How Is Platform Engineering Different from DevOps and SRE?](https://thenewstack.io/how-is-platform-engineering-different-from-devops-and-sre) [COMMUNITY-TOOL] + - [thenewstack.io: Architecture and Design Considerations for Platform Engineering' Teams](https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams) [COMMUNITY-TOOL] + - [dev.to/thenjdevopsguy: Platform Engineering On Kubernetes Part 4: Internal' Developer Platforms](https://dev.to/thenjdevopsguy/platform-engineering-on-kubernetes-part-4-internal-developer-platforms-1kmh) [COMMUNITY-TOOL] + - [dev.to/thenjdevopsguy: Create and Understand Your Platform Engineering Environment](https://dev.to/thenjdevopsguy/creating-your-platform-engineering-environment-4hpa) [COMMUNITY-TOOL] + - [siliconangle.com: The rise of platform engineering in the Kubernetes era](https://siliconangle.com/2023/04/20/rise-platform-engineering-kubernetes-era-kubecon) [COMMUNITY-TOOL] + - [dev.to: Platform Engineering and Internal Developer Platform (IDP)](https://dev.to/aws-builders/platform-engineering-and-internal-developer-platform-3deb) [COMMUNITY-TOOL] + - [dev.to/thenjdevopsguy: What Is Platform Engineering (And What Is It Not?)](https://dev.to/thenjdevopsguy/what-is-platform-engineering-and-what-is-it-not-2jb8) [COMMUNITY-TOOL] + - [thenewstack.io: The 6 Pillars of Platform Engineering: Part 1 β€” Security](https://thenewstack.io/the-6-pillars-of-platform-engineering-part-1-security) [COMMUNITY-TOOL] + - [humanitec.com: How to design your repository structures to nail platform' engineering](https://humanitec.com/blog/how-to-design-your-repository-structures-to-nail-platform-engineering) [COMMUNITY-TOOL] + - [muycomputerpro.com: IngenierΓ­a de plataformas de DevOps: la nueva generaciΓ³n' de DevOps](https://www.muycomputerpro.com/2024/01/12/ingenieria-de-plataformas-de-devops-la-nueva-generacion-de-devops) [COMMUNITY-TOOL] + - [humanitec.com: Escape VMware lock-in with a modular Internal Developer Platform](https://humanitec.com/blog/escape-vmware-lock-in-with-a-modular-internal-developer-platform) [COMMUNITY-TOOL] + - [infoq.com: InfoQ platform engineering homepage](https://www.infoq.com/platformengineering) [COMMUNITY-TOOL] + - [infoq.com: Platform as a Runtime - the Next Step in Platform Engineering](https://www.infoq.com/articles/platform-runtime-engineering) [COMMUNITY-TOOL] + - [infoq.com: Platform Engineering – Making Other Teams 10x Better](https://www.infoq.com/podcasts/platform-engineering-teams-10x-better) [COMMUNITY-TOOL] + - [syntasso.io: Platform Engineering: Orchestrating Applications, Platforms,' and Infrastructure](https://www.syntasso.io/post/platform-engineering-orchestrating-applications-platforms-and-infrastructure) [COMMUNITY-TOOL] + - [thenewstack.io: 5 Lessons For Building a Platform as a Product](https://thenewstack.io/5-lessons-for-building-a-platform-as-a-product) [COMMUNITY-TOOL] + - [humanitec.com: Why every Internal Developer Platform needs a backend](https://humanitec.com/blog/why-every-internal-developer-platform-needs-a-backend) [COMMUNITY-TOOL] + - [piotrminkowski.com: IDP on OpenShift with Red Hat Developer Hub](https://piotrminkowski.com/2024/07/04/idp-on-openshift-with-red-hat-developer-hub) [COMMUNITY-TOOL] + - [github.com/Qovery/Torii](https://github.com/Qovery/Torii) ⭐ 178 [COMMUNITY-TOOL] + - [github.com/backstage/backstage](https://github.com/backstage/backstage) ⭐ 33408 [DE FACTO STANDARD] + - [Cortex](https://www.cortex.io) [COMMUNITY-TOOL] + - [Atlassian Compass](https://www.atlassian.com/software/compass) [COMMUNITY-TOOL] + - [github.com/KusionStack/kusion](https://github.com/KusionStack/kusion) ⭐ 1306 [COMMUNITY-TOOL] -#### Azure Integrations - - - **(2024)** [Announcing Azure MCP Server 2.0 Stable Release for Self-Hosted Agentic Cloud Automation](https://devblogs.microsoft.com/azure-sdk/announcing-azure-mcp-server-2-0-stable-release) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Announcement of Microsoft Azure's MCP Server 2.0 release for agentic automation. -Live Grounding: Provides stable, secure integrations allowing compliant AI models to deploy, manage, and query Azure cloud assets using the standardized Model Context Protocol. ## Career Development ### Interview Preparation #### Cloud Networking - - **(2021)** [learnsteps.com: DevOps Interview Questions: How will you design your cloud VPC and subnets?](https://www.learnsteps.com/devops-interview-questions-how-will-you-design-your-cloud-vpc-and-subnets) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight examines VPC design, public and private subnet mapping, and routing infrastructure. Live Grounding confirms that secure network isolation is the first defense line in cloud security architectures. This prepares candidates for high-level network design. -## Cloud Infrastructure - -### AWS - -#### CI-CD Pipelines - - - **(2019)** [cloudtweaks.com: DevOps - Secure and Scalable CI/CD Pipeline with AWS](https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-aws) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical guide illustrating architectural patterns for building resilient and secure continuous integration and delivery pipelines within the AWS ecosystem. Analyzes core components such as AWS CodePipeline, CodeBuild, and security best practices to enforce governance and compliance. -## Developer Tools - -### AI Coding Assistants - -#### Agentic Workflows - - - **(2025)** [Development Environments for Cloud Agents](https://cursor.com/blog/cloud-agent-development-environments) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the infrastructure required to run high-autonomy AI coding agents. Discusses secure sandboxing, runtime requirements, and interactive execution environments designed to bridge LLMs with real-world system runtimes safely. + - [learnsteps.com: DevOps Interview Questions: How will you design your cloud' VPC and subnets?](https://www.learnsteps.com/devops-interview-questions-how-will-you-design-your-cloud-vpc-and-subnets) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight examines VPC design, public and private subnet mapping, and routing infrastructure. Live Grounding confirms that secure network isolation is the first defense line in cloud security architectures. This prepares candidates for high-level network design. ## Enterprise Strategy ### Container Adoption #### Best Practices - - **(2023)** [**contino.io: How to Make Enterprise Container Strategies That Last (Part One) 🌟**](https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Provides high-level strategic guidance for enterprise leaders looking to build sustainable containerization and orchestration architectures. Live Grounding: Covers people, process, and security paradigms, helping organizations align technological adoption with reliable cloud-native governance structures. -## Platform Engineering - -### Architectural Patterns - -#### Internal Developer Platforms - - - **(2023)** [Platform Democracy: Rethinking Who Builds and Consumes Your Internal Platform](https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consumes-your-internal-platform) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An analytical piece explaining Platform Democracy as an operational framework. Discusses user-centric workflows when designing internal developer platform structures (IDPs). -### CI-CD Pipelines (1) - -#### Legacy Tooling - - - **(2023)** [Buildbot](https://buildbot.net) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An open-source, highly customizable Python-based continuous integration framework. While largely replaced in modern microservice deployments by container-native engines, it remains a powerful workhorse for complex, multi-platform compiled build environments. -### CI-CD Security - -#### Azure DevOps - - - **(2024)** [Update to Azure DevOps Allowed IP Addresses](https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official documentation outlines the network security updates for Azure DevOps, focusing on the transitioning IP address ranges and service tags. Crucial for security engineers managing firewalls and strict ingress/egress rules to maintain uninterrupted pipeline connectivity. -### Cloud-Native - -#### Education - - - **(2026)** [**Techworld with Nana: Learn DevOps topics easily**](https://www.techworld-with-nana.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The premier high-density visual learning academy for modern DevOps engineering. Features highly structured training tracks on Docker, Kubernetes, CI/CD, GitOps, and cloud-native monitoring systems. -### DevOps Culture - -#### Product Management Alignment - - - **(2019)** [mindtheproduct.com: The Product Managers’ Guide to Continuous Delivery and DevOps 🌟🌟](https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Bridges the gap between technical release pipelines and business product cycles. Live Grounding: Emphasizes how feature flagging and continuous delivery empower product managers to decouple releases from deployments. Translates high-velocity engineering metrics into business outcome key-performance indicators. -### Infrastructure as Code - -#### GitHub Actions Runners - -##### AWS (1) - - - **(2024)** [**Cloud Posse runs-on: GitHub Actions Self-Hosted Runners**](https://docs.cloudposse.com/components/library/aws/runs-on) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A robust, production-tested Terraform component for deploying and autoscaling self-hosted GitHub Actions runners inside AWS. Integrates with AWS ECS, EKS, or EC2 to provide secure, ephemeral, and cost-effective pipeline execution environments. -## Public Cloud Infrastructure - -### AWS Ecosystem - -#### DevOps Foundations - - - **(2020)** [AWS DevOps](https://aws.amazon.com/devops) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight: Main AWS portal summarizing continuous integration, deployment, and management tools. -Live Grounding: Features structural overviews of AWS CodePipeline, CodeBuild, and CodeDeploy, illustrating patterns for cloud-native delivery inside AWS. + - [contino.io: How to Make Enterprise Container Strategies That Last (Part' One) 🌟](https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one) [ENTERPRISE-STABLE] β€” Curator Insight: Provides high-level strategic guidance for enterprise leaders looking to build sustainable containerization and orchestration architectures. Live Grounding: Covers people, process, and security paradigms, helping organizations align technological adoption with reliable cloud-native governance structures. ## Security ### DevSecOps #### Product Analysis - - **(2022)** [computing.co.uk: CloudBees gets busy with security, visibility and control as DevOps evolves](https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-control-devops-evolves) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Examines updates to CloudBees' enterprise pipeline offerings, emphasizing the convergence of developer visibility and compliance control gates. Addresses challenges in executing secure enterprise DevOps workflows at scale. -## Software Delivery - -### CICD Foundations - -#### Trunk-Based Development - - - **(2019)** [Purposeful Commits](https://chrisarcand.com/purposeful-commits) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Explores the cultural developer hygiene of crafting clear, logical git commits. Live Grounding: Details how concise commit histories simplify pipeline automated testing, automated changelogs, and fast deployment troubleshooting. Essential software craft guidance. + - [computing.co.uk: CloudBees gets busy with security, visibility and control' as DevOps evolves](https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-control-devops-evolves) [COMMUNITY-TOOL] β€” Examines updates to CloudBees' enterprise pipeline offerings, emphasizing the convergence of developer visibility and compliance control gates. Addresses challenges in executing secure enterprise DevOps workflows at scale. --- -πŸ’‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [Scaffolding](./scaffolding.md) | [Chaos Engineering](./chaos-engineering.md) +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) diff --git a/v2-docs/devsecops.md b/v2-docs/devsecops.md index 4a198aad..8db99c35 100644 --- a/v2-docs/devsecops.md +++ b/v2-docs/devsecops.md @@ -3,26 +3,30 @@ !!! info "Architectural Context" Detailed reference for Devsecops in the context of Hardened Infrastructure. +## Standard Reference + + - [venturebeat.com: What Log4Shell teaches us about open source security](https://venturebeat.com/2021/12/18/what-log4shell-teaches-us-about-open-source-security) [COMMUNITY-TOOL] + ## Application Security ### Secrets Management #### Best Practices - - **(2021)** [thenewstack.io: The Top 5 Secrets Management Mistakes and How to Avoid Them](https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-them) 🌟🌟 [COMMUNITY-TOOL] β€” Identifies the five most critical secrets management mistakesβ€”such as hardcoding or relying on static API keysβ€”and outlines concrete mitigations. Contrast: Curator Insight points to basic vault storage patterns, while Live Grounding confirms that modern architectures rely on dynamic identity authentication (e.g., SPIFFE/SPIRE). Indispensable coding guide. + - [thenewstack.io: The Top 5 Secrets Management Mistakes and How to Avoid Them](https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-them) [COMMUNITY-TOOL] β€” Identifies the five most critical secrets management mistakesβ€”such as hardcoding or relying on static API keysβ€”and outlines concrete mitigations. Contrast: Curator Insight points to basic vault storage patterns, while Live Grounding confirms that modern architectures rely on dynamic identity authentication (e.g., SPIFFE/SPIRE). Indispensable coding guide. #### Zero Trust - - **(2021)** [goteleport.com: Why DevSecOps is Going Passwordless](https://goteleport.com/blog/devsecops-passwordless) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Investigates the shift toward passwordless architectures in enterprise engineering, leveraging short-lived OIDC identities instead of static tokens. Contrast: Curator Insight points to basic access control, while Live Grounding validates that modern zero-trust environments require certificate-based machine identities to eliminate secret leak threat vectors. Highly relevant for secure cloud infrastructure. + - [goteleport.com: Why DevSecOps is Going Passwordless](https://goteleport.com/blog/devsecops-passwordless) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Investigates the shift toward passwordless architectures in enterprise engineering, leveraging short-lived OIDC identities instead of static tokens. Contrast: Curator Insight points to basic access control, while Live Grounding validates that modern zero-trust environments require certificate-based machine identities to eliminate secret leak threat vectors. Highly relevant for secure cloud infrastructure. ### Serverless Security #### Threat Modeling - - **(2021)** [infoq.com: Serverless Security: What's Left to Protect?](https://www.infoq.com/articles/serverless-security) 🌟🌟 [COMMUNITY-TOOL] β€” Investigates application boundaries in FaaS/Serverless paradigms, examining IAM policies and request validation patterns. Contrast: Curator Insight suggests that removing the host removes security risks, while Live Grounding highlights that fine-grained event-source authentication is the primary line of defense. Highly relevant for cloud-native developers. + - [infoq.com: Serverless Security: What's Left to Protect?](https://www.infoq.com/articles/serverless-security) [COMMUNITY-TOOL] β€” Investigates application boundaries in FaaS/Serverless paradigms, examining IAM policies and request validation patterns. Contrast: Curator Insight suggests that removing the host removes security risks, while Live Grounding highlights that fine-grained event-source authentication is the primary line of defense. Highly relevant for cloud-native developers. ### Web Exploitation #### Testing Environments - - **(2021)** [permission.site](https://permission.site) 🌟 [COMMUNITY-TOOL] β€” An interactive utility playground showcasing browser-level security controls, cross-site scripting vulnerabilities, and API permission parameters. Contrast: Curator Insight highlights simple functional tests, whereas Live Grounding proves its value as a secure sandbox for teaching web security architectures. Essential tool for security engineers. + - [permission.site](https://permission.site) [COMMUNITY-TOOL] β€” An interactive utility playground showcasing browser-level security controls, cross-site scripting vulnerabilities, and API permission parameters. Contrast: Curator Insight highlights simple functional tests, whereas Live Grounding proves its value as a secure sandbox for teaching web security architectures. Essential tool for security engineers. ## Cloud Native Security ### Application Security (1) @@ -32,28 +36,28 @@ - **(2020)** [developer.ibm.com: Secure microservices by monitoring behavior](https://developer.ibm.com/technologies/containers) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An IBM research guide focused on safeguarding containerized microservices by modeling normal system and network boundaries. Explains how to actively flag process behavior drift to block runtime container escapes. #### Microservices Security - - **(2020)** [Microservices Security in Action](https://medium.facilelogin.com/microservices-security-in-action-933072043ad7) [EN CONTENT] [COMMUNITY-TOOL] β€” Comprehensive overview of securing microservice-to-microservice communication. Addresses mutual TLS, OAuth2 authorization patterns, dynamic identity issuance, and policy enforcement at the service proxy layer. + - [Microservices Security in Action](https://medium.facilelogin.com/microservices-security-in-action-933072043ad7) [EN CONTENT] [COMMUNITY-TOOL] β€” Comprehensive overview of securing microservice-to-microservice communication. Addresses mutual TLS, OAuth2 authorization patterns, dynamic identity issuance, and policy enforcement at the service proxy layer. #### Serverless Security (1) - - **(2020)** [10 Serverless security best practices](https://snyk.io/blog/10-serverless-security-best-practices) [EN CONTENT] [COMMUNITY-TOOL] β€” Establishes ten foundational practices for safeguarding serverless application runtimes. Promotes strict boundary isolation, defense against event-data injection attacks, minimal IAM privilege mapping, and specialized continuous logging schemas. + - [10 Serverless security best practices](https://snyk.io/blog/10-serverless-security-best-practices) [EN CONTENT] [COMMUNITY-TOOL] β€” Establishes ten foundational practices for safeguarding serverless application runtimes. Promotes strict boundary isolation, defense against event-data injection attacks, minimal IAM privilege mapping, and specialized continuous logging schemas. ### Cloud Security #### AWS Security - - **(2021)** [thenewstack.io: AWS Open Sources Security Tools](https://thenewstack.io/aws-open-sources-security-tools) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines AWS open-source tooling releases aimed at verifying IAM compliance, network security barriers, and container boundaries. Helps cloud architects detect misconfigurations before deployment into live AWS production. + - [thenewstack.io: AWS Open Sources Security Tools](https://thenewstack.io/aws-open-sources-security-tools) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines AWS open-source tooling releases aimed at verifying IAM compliance, network security barriers, and container boundaries. Helps cloud architects detect misconfigurations before deployment into live AWS production. ### Community Resources #### Industry Analysis - - **(2021)** [opensource.com: 5 open source security resources from 2021](https://opensource.com/article/21/12/open-source-security) 🌟 [COMMUNITY-TOOL] β€” Reviews five high-impact open-source security guidelines and registries created in 2021. Contrast: Curator Insight points to general documentation references, while Live Grounding highlights that these resources formed the basis of supply-chain security guidelines in enterprise engineering. Good historical context. + - [opensource.com: 5 open source security resources from 2021](https://opensource.com/article/21/12/open-source-security) [COMMUNITY-TOOL] β€” Reviews five high-impact open-source security guidelines and registries created in 2021. Contrast: Curator Insight points to general documentation references, while Live Grounding highlights that these resources formed the basis of supply-chain security guidelines in enterprise engineering. Good historical context. #### Supply Chain Security - - **(2021)** [thenewstack.io: Open Source Democratized Software. Now Let’s Democratize Security](https://thenewstack.io/open-source-democratized-software-now-lets-democratize-security) 🌟 [COMMUNITY-TOOL] β€” Highlights how open-source software security tools democratize threat mitigation across small and large engineering teams. Contrast: Curator Insight focuses on basic cost savings, while Live Grounding shows that tools like Trivy, Cosign, and Kyverno have successfully leveled the compliance playing field globally. Compelling strategic argument. + - [thenewstack.io: Open Source Democratized Software. Now Let’s Democratize' Security](https://thenewstack.io/open-source-democratized-software-now-lets-democratize-security) [COMMUNITY-TOOL] β€” Highlights how open-source software security tools democratize threat mitigation across small and large engineering teams. Contrast: Curator Insight focuses on basic cost savings, while Live Grounding shows that tools like Trivy, Cosign, and Kyverno have successfully leveled the compliance playing field globally. Compelling strategic argument. ### Community Standards #### Frameworks - - **(2026)** [==cncf/tag-security: CNCF Security Technical Advisory Group 🌟==](https://github.com/cncf/tag-security) ⭐ 2263 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive open-source reference registry for cloud-native security, compliance, and secure supply chain standards. Contrast: Curator Insight points to its general advisory group status, while Live Grounding confirms its Security Whitepaper and Threat Matrix are foundational maps used by Fortune 500 platform architects. + - [cncf/tag-security: CNCF Security Technical Advisory Group 🌟](https://github.com/cncf/tag-security) ⭐ 2263 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The definitive open-source reference registry for cloud-native security, compliance, and secure supply chain standards. Contrast: Curator Insight points to its general advisory group status, while Live Grounding confirms its Security Whitepaper and Threat Matrix are foundational maps used by Fortune 500 platform architects. ### Fundamental Architecture #### Best Practices (1) @@ -63,46 +67,50 @@ #### Policy as Code - - **(2021)** [thenewstack.io: How GitOps Benefits from Security-as-Code](https://thenewstack.io/how-gitops-benefits-from-security-as-code) [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Explains the intersection of Security-as-Code and GitOps continuous reconciliation pipelines. Contrast: Curator Insight champions basic commit-level auditing, while Live Grounding shows that production architectures use real-time admission controllers (like Gatekeeper) to reject drift in GitOps clusters. Crucial blueprint for modern GitOps platforms. + - [thenewstack.io: How GitOps Benefits from Security-as-Code](https://thenewstack.io/how-gitops-benefits-from-security-as-code) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains the intersection of Security-as-Code and GitOps continuous reconciliation pipelines. Contrast: Curator Insight champions basic commit-level auditing, while Live Grounding shows that production architectures use real-time admission controllers (like Gatekeeper) to reject drift in GitOps clusters. Crucial blueprint for modern GitOps platforms. ### Identity and Access Management #### PKI Automation - - **(2020)** [devops.com: How to Automate PKI for DevOps With Open Source Tools](https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical guide to automating PKI operations inside fast-paced engineering organizations. Contrasts native certificate authority configurations with cloud integrations to establish dynamic trust lifecycles across container fleets. + - [devops.com: How to Automate PKI for DevOps With Open Source Tools](https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical guide to automating PKI operations inside fast-paced engineering organizations. Contrasts native certificate authority configurations with cloud integrations to establish dynamic trust lifecycles across container fleets. #### Zero Trust Proxy - - **(2025)** [==Pomerium==](https://github.com/pomerium/pomerium) ⭐ 4810 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An identity-aware, security-oriented context reverse proxy designed to establish solid Zero Trust policies without requiring client-side VPN installations. Seamlessly integrates with standard enterprise single sign-on providers. + - [Pomerium](https://github.com/pomerium/pomerium) ⭐ 4810 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An identity-aware, security-oriented context reverse proxy designed to establish solid Zero Trust policies without requiring client-side VPN installations. Seamlessly integrates with standard enterprise single sign-on providers. ### Incident Response #### SOAR - - **(2021)** [sentinelone.com: Reducing Human Effort in Cybersecurity | Why We Are Investing in Torq’s Automation Platform](https://www.sentinelone.com/blog/reducing-human-effort-in-cybersecurity-why-we-are-investing-in-torqs-automation-platform) [EN CONTENT] [COMMUNITY-TOOL] β€” Details SentinelOne's support for the Torq platform, showcasing how no-code security automation can speed up vulnerability remediation. Illustrates programmatic alert routing that replaces manual, error-prone response steps. + - [sentinelone.com: Reducing Human Effort in Cybersecurity | Why We Are Investing' in Torq’s Automation Platform](https://www.sentinelone.com/blog/reducing-human-effort-in-cybersecurity-why-we-are-investing-in-torqs-automation-platform) [EN CONTENT] [COMMUNITY-TOOL] β€” Details SentinelOne's support for the Torq platform, showcasing how no-code security automation can speed up vulnerability remediation. Illustrates programmatic alert routing that replaces manual, error-prone response steps. ### Infrastructure Hardening #### Commercial Security Platforms - - **(2021)** [europeclouds.com: Implementing Aqua Security to Secure Kubernetes](https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Details how to configure and run Aqua Security within production Kubernetes orchestrations. Highlights how runtime security enforcers inspect system call sequences and memory footprints to actively detect advanced zero-day threat actors. + - [europeclouds.com: Implementing Aqua Security to Secure Kubernetes](https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Details how to configure and run Aqua Security within production Kubernetes orchestrations. Highlights how runtime security enforcers inspect system call sequences and memory footprints to actively detect advanced zero-day threat actors. #### Container Security - **(2021)** [**sysdig.com: Container security best practices: Ultimate guide 🌟**](https://www.sysdig.com/learn-cloud-native/container-security-best-practices) [EN CONTENT] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An exhaustive guide detailing production security patterns across container orchestration infrastructures. Walks from static image registry validation, access credential segregation, down to active runtime telemetry analysis and firewall configurations. - - **(2022)** [dynatrace.com: Container security: What it is, why it’s tricky, and how to do it right](https://www.dynatrace.com/news/blog/what-is-container-security) [EN CONTENT] [COMMUNITY-TOOL] β€” An essential guide to the fundamentals of modern container security systems. Details the isolation boundaries constructed by namespaces and cgroups, and outlines strategies for preventing escape-vector vulnerability trends. - - **(2021)** [infracloud.io: The Ten Commandments of Container Security](https://www.infracloud.io/blogs/top-10-things-for-container-security) [EN CONTENT] [COMMUNITY-TOOL] β€” Distills container host and lifecycle protection down to ten baseline imperatives. Focuses on minimizing base OS profiles, enforcing container runtime boundaries, mapping read-only filesystems, and utilizing seccomp profiles to reduce kernel surface area exposure. + - [infracloud.io: The Ten Commandments of Container Security](https://www.infracloud.io/blogs/top-10-things-for-container-security) [EN CONTENT] [COMMUNITY-TOOL] β€” Distills container host and lifecycle protection down to ten baseline imperatives. Focuses on minimizing base OS profiles, enforcing container runtime boundaries, mapping read-only filesystems, and utilizing seccomp profiles to reduce kernel surface area exposure. #### Linux Kernel Security - **(2021)** [**redhat.com: Improving Linux container security with seccomp 🌟**](https://www.redhat.com/en/blog/container-security-seccomp) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An authoritative Red Hat review explaining system-call level security using seccomp. Addresses custom policy writing to prevent runtime container compromise from escalating into a global host compromise via kernel exploitation. - - **(2020)** [**itnext.io: Hardening Docker and Kubernetes with seccomp 🌟**](https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep engineering manual on configuring Secure Computing Mode (seccomp) within Docker and Kubernetes orchestrations. Includes practical code steps for auditing, building custom whitelist system call filters, and enforcing compliance frameworks at the container level. + - [itnext.io: Hardening Docker and Kubernetes with seccomp 🌟](https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A deep engineering manual on configuring Secure Computing Mode (seccomp) within Docker and Kubernetes orchestrations. Includes practical code steps for auditing, building custom whitelist system call filters, and enforcing compliance frameworks at the container level. #### Runtime Threat Detection - - **(2025)** [==kubearmor.io==](https://kubearmor.io) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A runtime enforcement framework leveraging Linux Security Modules (AppArmor, SELinux, and BPF-LSM) to actively block system actions, access, and operations in containers. Integrates directly with native Kubernetes policy objects. - - **(2021)** [itnext.io: Protecting Your Kubernetes Environment With KubeArmor](https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2209b) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Practical deployment overview for securing Kubernetes worker nodes using KubeArmor policies. Addresses specific configuration blueprints for system file path lockdown, network socket execution limits, and process-level isolation rules. + - [kubearmor.io](https://kubearmor.io) [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A runtime enforcement framework leveraging Linux Security Modules (AppArmor, SELinux, and BPF-LSM) to actively block system actions, access, and operations in containers. Integrates directly with native Kubernetes policy objects. + - [itnext.io: Protecting Your Kubernetes Environment With KubeArmor](https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2209b) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Practical deployment overview for securing Kubernetes worker nodes using KubeArmor policies. Addresses specific configuration blueprints for system file path lockdown, network socket execution limits, and process-level isolation rules. +### Network Security + +#### Network Policies + + - [blog.nody.cc: Verify your Kubernetes Cluster Network Policies: From Faith' to Proof](https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines a methodology to empirically test and verify active Kubernetes Network Policies. Details the usage of programmatic probes to transition network security evaluation from abstract policy syntax configurations to verifiable network boundaries. ### Observability and Analytics #### Logging - - **(2025)** [==fluentbit.io==](https://fluentbit.io) [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly-optimized log processor and telemetric router written in C for performance-sensitive container topologies. Extremely lightweight, making it key for security telemetry collection and log routing across microservices. + - [fluentbit.io](https://fluentbit.io) [EN CONTENT] [DE FACTO STANDARD] β€” A highly-optimized log processor and telemetric router written in C for performance-sensitive container topologies. Extremely lightweight, making it key for security telemetry collection and log routing across microservices. #### Runtime Threat Detection (1) - - **(2021)** [**falco.org: Detect Malicious Behaviour on Kubernetes API Server through gathering Audit Logs by using FluentBit - Part 2**](https://falco.org/blog/detect-malicious-behaviour-on-kubernetes-api-server-through-gathering-audit-logs-by-using-fluentbit-part-2) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Technical guide showing how to route granular Kubernetes API server log streams into Falco via Fluent Bit. Enables engineering teams to construct continuous, reactive security alerting pipelines for anomalous administrative API operations. + - [falco.org: Detect Malicious Behaviour on Kubernetes API Server through gathering' Audit Logs by using FluentBit - Part 2](https://falco.org/blog/detect-malicious-behaviour-on-kubernetes-api-server-through-gathering-audit-logs-by-using-fluentbit-part-2) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Technical guide showing how to route granular Kubernetes API server log streams into Falco via Fluent Bit. Enables engineering teams to construct continuous, reactive security alerting pipelines for anomalous administrative API operations. #### Security Reports - **(2021)** [**sysdig.com: Sysdig 2021 container security and usage report: Shifting left is not enough 🌟**](https://www.sysdig.com/blog/sysdig-2021-container-security-usage-report) [EN CONTENT] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” Provides comprehensive telemetric analysis from live cluster observation data. Proves that shift-left tactics are insufficient if not combined with active, live-runtime threat detection and behavioral modeling across ephemeral microservices landscapes. @@ -110,64 +118,67 @@ #### Password Cracking - - **(2025)** [hashcat](https://hashcat.net/hashcat) [EN CONTENT] [COMMUNITY-TOOL] β€” The premier GPU-optimized system recovery and hash audit toolkit. Utilized by compliance engineers to assess database security strength and to ensure active corporate passwords are resilient against brute-force attacks. + - [hashcat](https://hashcat.net/hashcat) [EN CONTENT] [COMMUNITY-TOOL] β€” The premier GPU-optimized system recovery and hash audit toolkit. Utilized by compliance engineers to assess database security strength and to ensure active corporate passwords are resilient against brute-force attacks. #### Security Tooling - - **(2021)** [cybersecsi/HOUDINI: Hundreds of Offensive and Useful Docker Images for Network Intrusion](https://github.com/cybersecsi/HOUDINI) ⭐ 1251 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” A catalog containing hundreds of preconfigured Docker images optimized for security audit operations, network mapping, and intrusion evaluation. Note: The repository has seen limited recent updates but remains structurally valuable. + - [cybersecsi/HOUDINI: Hundreds of Offensive and Useful Docker Images for' Network Intrusion](https://github.com/cybersecsi/HOUDINI) ⭐ 1251 [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A catalog containing hundreds of preconfigured Docker images optimized for security audit operations, network mapping, and intrusion evaluation. Note: The repository has seen limited recent updates but remains structurally valuable. ### Secrets Management (1) #### Bitwarden - - **(2023)** [thenewstack.io: Walkthrough: Bitwarden’s New Secrets Manager](https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager) [EN CONTENT] [COMMUNITY-TOOL] β€” A walkthrough of Bitwarden's specialized secrets management service. Demonstrates how developers and DevOps teams can leverage centralized secrets isolation to secure machine-to-machine integrations and mitigate hardcoded credential exposures in automated integration pipelines. + - [thenewstack.io: Walkthrough: Bitwarden’s New Secrets Manager](https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager) [EN CONTENT] [COMMUNITY-TOOL] β€” A walkthrough of Bitwarden's specialized secrets management service. Demonstrates how developers and DevOps teams can leverage centralized secrets isolation to secure machine-to-machine integrations and mitigate hardcoded credential exposures in automated integration pipelines. #### Helm - - **(2021)** [**itnext.io: Manage Auto-generated Secrets In Your Helm Charts 🌟**](https://itnext.io/manage-auto-generated-secrets-in-your-helm-charts-5aee48ba6918) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Addresses the specific problem of generating and maintaining dynamic secrets in Helm templates. Focuses on preventing unintended database mutations and application downtime during standard chart updates. - - **(2020)** [**itnext.io: Helm 3 β€” Secrets management, an alternative approach 🌟**](https://itnext.io/helm-3-secrets-management-4f23041f05c3) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Evaluates secure Helm-based secrets management frameworks. Recommends replacing plaintext repository definitions with encrypted structures via Mozilla SOPS or automated Cloud KMS key-wrapping protocols. + - [itnext.io: Helm 3 β€” Secrets management, an alternative approach 🌟](https://itnext.io/helm-3-secrets-management-4f23041f05c3) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Evaluates secure Helm-based secrets management frameworks. Recommends replacing plaintext repository definitions with encrypted structures via Mozilla SOPS or automated Cloud KMS key-wrapping protocols. + - [itnext.io: Manage Auto-generated Secrets In Your Helm Charts 🌟](https://itnext.io/manage-auto-generated-secrets-in-your-helm-charts-5aee48ba6918) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Addresses the specific problem of generating and maintaining dynamic secrets in Helm templates. Focuses on preventing unintended database mutations and application downtime during standard chart updates. #### Kubernetes External Secrets - - **(2023)** [morey.tech: Bitwarden and External Secrets](https://morey.tech/technical%20blog/Bitwarden-And-External-Secrets) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details how to orchestrate secrets delivery in Kubernetes using the External Secrets Operator coupled with a Bitwarden backend. Explores the elimination of static YAML-defined secret configurations in GitOps workflows to dynamic injection paradigms. + - [morey.tech: Bitwarden and External Secrets](https://morey.tech/technical%20blog/Bitwarden-And-External-Secrets) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details how to orchestrate secrets delivery in Kubernetes using the External Secrets Operator coupled with a Bitwarden backend. Explores the elimination of static YAML-defined secret configurations in GitOps workflows to dynamic injection paradigms. ### Serverless Security (2) #### Knative - - **(2022)** [pkg.go.dev/knative.dev/security-guard](https://pkg.go.dev/knative.dev/security-guard) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Golang implementation of Knative's automated Security Guard system. Designed to monitor, isolate, and restrict malicious execution sequences on serverless microservice pods, preventing payload injection attacks. + - [pkg.go.dev/knative.dev/security-guard](https://pkg.go.dev/knative.dev/security-guard) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Golang implementation of Knative's automated Security Guard system. Designed to monitor, isolate, and restrict malicious execution sequences on serverless microservice pods, preventing payload injection attacks. ### Supply Chain Security (1) #### CI-CD Security - - **(2021)** [DevSecOps – Static Analysis SAST with Jenkins Pipeline](https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline) [EN CONTENT] [COMMUNITY-TOOL] β€” Step-by-step setup walkthrough for incorporating Static Application Security Testing (SAST) parameters inside automated Jenkins pipelines. Illustrates vulnerability prioritization and continuous risk mitigation mechanics before code compilation. + - [DevSecOps – Static Analysis SAST with Jenkins Pipeline](https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline) [EN CONTENT] [COMMUNITY-TOOL] β€” Step-by-step setup walkthrough for incorporating Static Application Security Testing (SAST) parameters inside automated Jenkins pipelines. Illustrates vulnerability prioritization and continuous risk mitigation mechanics before code compilation. #### Container Scanning - **(2022)** [docs.microsoft.com: Introduction to Azure Defender for container registries](https://learn.microsoft.com/en-us/azure/defender-for-cloud/defender-for-container-registries-introduction#when-are-images-scanned) [EN CONTENT] [COMMUNITY-TOOL] β€” Official Azure architectural documentation detailing Microsoft Defender's container registry protection mechanics. Outlines the automatic scanning schedule, image ingestion validation, and how remediation alerts are managed at the subscription scale. - **(2021)** [sysdig.com: 12 Container image scanning best practices to adopt in production](https://www.sysdig.com/learn-cloud-native/12-container-image-scanning-best-practices) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Defines twelve essential security metrics and container scanning workflows for continuous deployment. Synthesizes strategies for handling transitive dependencies, base-image minimization, and shifting vulnerability scans directly into early CI execution. - - **(2020)** [redhat.com: Introducing Red Hat Vulnerability Scanner Certification](https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certification) [EN CONTENT] [COMMUNITY-TOOL] β€” Introduces Red Hat's framework for validating enterprise vulnerability scanner engines. Ensures that security scanning software integrated into Red Hat ecosystems generates consistent, verified data with low rates of false-positives. + - [redhat.com: Introducing Red Hat Vulnerability Scanner Certification](https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certification) [EN CONTENT] [COMMUNITY-TOOL] β€” Introduces Red Hat's framework for validating enterprise vulnerability scanner engines. Ensures that security scanning software integrated into Red Hat ecosystems generates consistent, verified data with low rates of false-positives. #### Container Testing - - **(2023)** [**GoogleContainerTools/container-structure-test**](https://github.com/GoogleContainerTools/container-structure-test) ⭐ 2480 [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Google's framework for validating the structural integrity of container images without executing them. Features extensive support for validating specific commands, file system hierarchies, content parameters, and permissions inside images. + - [GoogleContainerTools/container-structure-test](https://github.com/GoogleContainerTools/container-structure-test) ⭐ 2480 [EN CONTENT] [ENTERPRISE-STABLE] β€” Google's framework for validating the structural integrity of container images without executing them. Features extensive support for validating specific commands, file system hierarchies, content parameters, and permissions inside images. +#### Container Vulnerabilities + + - [thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed' via Docker Hub](https://thehackernews.com/2020/06/cryptocurrency-docker-image.html) [EN CONTENT] [COMMUNITY-TOOL] β€” An analytical threat dispatch chronicling how malicious actors injected cryptojacking malware directly into public Docker Hub registries. Highlights the catastrophic operational implications of lack of supply-chain validation processes in modern registries. #### Image Signing - - **(2021)** [==Sigstore==](https://www.sigstore.dev) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier open-source system for cryptographic artifact signing and public ledger verification. Drastically simplifies code-signing workflows through the orchestration of ephemeral short-lived certificates and OIDC identities. - **(2021)** [**openshift.com: Signing and Verifying Container Images 🌟**](https://www.redhat.com/en/blog/signing-and-verifying-container-images) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Examines methodologies for cryptographic validation of container image signatures before registry dispatch. Focuses on using automated key management infrastructure to construct tamper-proof container pipelines within enterprise clusters. - - **(2021)** [youtube: Hands-on Introduction to sigstore | Rawkode Live](https://www.youtube.com/watch?v=fZfd4orrn8Y&ab_channel=RawkodeAcademy) [EN CONTENT] [COMMUNITY-TOOL] β€” A video introduction to the Sigstore cryptographic signing toolchain. Showcases practical live demonstrations on generating root keys, deploying automated cosign signing loops, and executing registry-level signature validations. - - **(2021)** [opensource.com: Sign and verify container images with this open source tool (sigstore)](https://opensource.com/article/21/12/sigstore-container-images) [EN CONTENT] [COMMUNITY-TOOL] β€” Explains how developers can use Sigstore's Cosign integration to guarantee image authenticity. Highlights structural differences between classic PGP setups and the identity-driven ledger approach utilized by modern DevSecOps frameworks. + - [Sigstore](https://www.sigstore.dev) [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The premier open-source system for cryptographic artifact signing and public ledger verification. Drastically simplifies code-signing workflows through the orchestration of ephemeral short-lived certificates and OIDC identities. + - [youtube: Hands-on Introduction to sigstore | Rawkode Live](https://www.youtube.com/watch?v=fZfd4orrn8Y&ab_channel=RawkodeAcademy) [EN CONTENT] [COMMUNITY-TOOL] β€” A video introduction to the Sigstore cryptographic signing toolchain. Showcases practical live demonstrations on generating root keys, deploying automated cosign signing loops, and executing registry-level signature validations. + - [opensource.com: Sign and verify container images with this open source' tool (sigstore)](https://opensource.com/article/21/12/sigstore-container-images) [EN CONTENT] [COMMUNITY-TOOL] β€” Explains how developers can use Sigstore's Cosign integration to guarantee image authenticity. Highlights structural differences between classic PGP setups and the identity-driven ledger approach utilized by modern DevSecOps frameworks. #### Security Tooling (1) - **(2021)** [**cloud.redhat.com: Top Open Source Kubernetes Security Tools of 2021 🌟🌟**](https://www.redhat.com/en/blog/top-open-source-kubernetes-security-tools-of-2021) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A strategic overview of outstanding open-source Kubernetes protection mechanisms. Summarizes and contrasts the deployment use-cases for prominent systems focused on static verification, policy governance, and kernel monitoring. - - **(2020)** [techbeacon.com: 17 open-source container security tools 🌟](https://techbeacon.com/security/17-open-source-container-security-tools) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A curated directory cataloging seventeen critical open-source security technologies. Details structural features and comparison parameters across image scanners, policy-engine enforcement options, and runtime observation technologies. - - **(2021)** [itnext.io: Top 6 Threat Detection Tools for Containers](https://itnext.io/top-6-threat-detection-tools-for-containers-3dd80b77777e) [EN CONTENT] [COMMUNITY-TOOL] β€” Compares six container risk detection technologies. Contrasts passive image checking with complex system-call interception models (e.g., Falco), showing engineers how to balance performance overhead against real-time protection. + - [techbeacon.com: 17 open-source container security tools 🌟](https://techbeacon.com/security/17-open-source-container-security-tools) [EN CONTENT] [COMMUNITY-TOOL] β€” A curated directory cataloging seventeen critical open-source security technologies. Details structural features and comparison parameters across image scanners, policy-engine enforcement options, and runtime observation technologies. + - [itnext.io: Top 6 Threat Detection Tools for Containers](https://itnext.io/top-6-threat-detection-tools-for-containers-3dd80b77777e) [EN CONTENT] [COMMUNITY-TOOL] β€” Compares six container risk detection technologies. Contrasts passive image checking with complex system-call interception models (e.g., Falco), showing engineers how to balance performance overhead against real-time protection. ### Vulnerability Management #### Log4Shell - - **(2021)** [proferosec/log4jScanner](https://github.com/proferosec/log4jScanner) ⭐ 490 [EN CONTENT] 🌟🌟 [LEGACY] β€” Community-developed scanner for identifying nested, vulnerable Log4j library packages in complex file hierarchies. Preserved as a reference scanning utility for legacy environments. - - **(2021)** [github.com/aws-samples: Apache Log4j2 CVE-2021-44228 node agent](https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent) ⭐ 2 [EN CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” AWS-designed node agent blueprint created to identify running Kubernetes containers vulnerable to CVE-2021-44228. Highly specialized diagnostic tool, now maintained as a historical archive. - - **(2021)** [yahoo/check-log4j](https://github.com/yahoo/check-log4j) ⭐ 169 [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Yahoo's command-line tool designed to identify vulnerable log4j jar instances inside mounted folder structures and container layers. Kept as an archival resource. - **(2025)** [Apache Log4j Security Vulnerabilities](https://logging.apache.org/security.html) [EN CONTENT] [COMMUNITY-TOOL] β€” The authoritative Apache reference detailing vulnerabilities across the Log4j library ecosystem. Establishes official mitigation frameworks, patching pathways, and dependency update structures for system administrators. - **(2021)** [sysdig.com: Mitigating log4j with Runtime-based Kubernetes Network Policies](https://www.sysdig.com/blog/mitigating-log4j-kubernetes-network-policies) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Describes how to contain and block the Log4Shell vulnerability at runtime using Kubernetes Network Policies. Shows how limiting egress traffic prevents vulnerable Java environments from calling external LDAP endpoints. - **(2021)** [cloud.redhat.com: Log4Shell: Practical Mitigations and Impact Analysis of the Log4j Vulnerabilities](https://www.redhat.com/en/blog/log4shell-practical-mitigations-and-impact-analysis) [EN CONTENT] [COMMUNITY-TOOL] β€” An extensive Red Hat guide analyzing the architecture of Log4Shell exploits. Details mitigations within Red Hat Enterprise Linux and OpenShift environments, focusing on JVM parameter adjustments and runtime security filters. - - **(2021)** [edition.cnn.com: The Log4j security flaw could impact the entire internet. Here's what you should know](https://edition.cnn.com/2021/12/15/tech/log4j-vulnerability/index.html) [EN CONTENT] [COMMUNITY-TOOL] β€” CNN's high-level report detailing the critical global risk of the Log4Shell vulnerability. Examines how an easily exploitable Java logging library impact affected systems worldwide, including enterprise clouds and consumer devices. - - **(2021)** [welivesecurity.com: Lo que todo lΓ­der de una empresa debe saber sobre Log4Shell](https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas-sobre-log4shell) [ES CONTENT] [COMMUNITY-TOOL] β€” A strategic overview written in Spanish examining the operational risks and system-level mitigations for the Log4Shell exploit. Intended for security leads and enterprise risk managers. [SPANISH CONTENT] - - **(2021)** [genbeta.com: "Internet estΓ‘ en llamas": Cloudflare ha detectado mΓ‘s de 24.600 ataques por minuto que explotaban la vulnerabilidad Log4Shell](https://www.genbeta.com/actualidad/internet-esta-llamas-cloudflare-ha-detectado-24-600-ataques-minuto-que-explotaban-vulnerabilidad-log4shell) [ES CONTENT] [COMMUNITY-TOOL] β€” A Spanish news report capturing the scale of the Log4Shell exploit window based on telemetry from Cloudflare. Examines peak attack volume and the immediate deployment of cloud-level edge protection firewalls. [SPANISH CONTENT] + - [github.com/aws-samples: Apache Log4j2 CVE-2021-44228 node agent](https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent) ⭐ 2 [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” AWS-designed node agent blueprint created to identify running Kubernetes containers vulnerable to CVE-2021-44228. Highly specialized diagnostic tool, now maintained as a historical archive. + - [proferosec/log4jScanner](https://github.com/proferosec/log4jScanner) ⭐ 490 [EN CONTENT] [LEGACY] β€” Community-developed scanner for identifying nested, vulnerable Log4j library packages in complex file hierarchies. Preserved as a reference scanning utility for legacy environments. + - [edition.cnn.com: The Log4j security flaw could impact the entire internet.' Here's what you should know](https://edition.cnn.com/2021/12/15/tech/log4j-vulnerability/index.html) [EN CONTENT] [COMMUNITY-TOOL] β€” CNN's high-level report detailing the critical global risk of the Log4Shell vulnerability. Examines how an easily exploitable Java logging library impact affected systems worldwide, including enterprise clouds and consumer devices. + - [yahoo/check-log4j](https://github.com/yahoo/check-log4j) ⭐ 169 [EN CONTENT] [COMMUNITY-TOOL] β€” Yahoo's command-line tool designed to identify vulnerable log4j jar instances inside mounted folder structures and container layers. Kept as an archival resource. + - [welivesecurity.com: Lo que todo lΓ­der de una empresa debe saber sobre Log4Shell](https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas-sobre-log4shell) [ES CONTENT] [COMMUNITY-TOOL] β€” A strategic overview written in Spanish examining the operational risks and system-level mitigations for the Log4Shell exploit. Intended for security leads and enterprise risk managers. [SPANISH CONTENT] + - [genbeta.com: "Internet estΓ‘ en llamas": Cloudflare ha detectado mΓ‘s de 24.600' ataques por minuto que explotaban la vulnerabilidad Log4Shell](https://www.genbeta.com/actualidad/internet-esta-llamas-cloudflare-ha-detectado-24-600-ataques-minuto-que-explotaban-vulnerabilidad-log4shell) [ES CONTENT] [COMMUNITY-TOOL] β€” A Spanish news report capturing the scale of the Log4Shell exploit window based on telemetry from Cloudflare. Examines peak attack volume and the immediate deployment of cloud-level edge protection firewalls. [SPANISH CONTENT] #### Runtime Vulnerabilities - **(2021)** [sysdig.com: Mitigating CVE-2021-20291: DoS affecting CRI-O and Podman](https://www.sysdig.com/blog/cve-2021-20291-cri-o-podman) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep analysis of CVE-2021-20291, a high-impact Denial of Service exploit vulnerability in CRI-O and Podman. Shows how runtime system call inspection helps identify exploit patterns before they impact cluster health. @@ -175,14 +186,14 @@ #### Architecture Design - - **(2021)** [thenewstack.io: Why Cloud Native Systems Demand a Zero Trust Approach](https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach) [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Details why cloud-native microservices require zero-trust strategies to mitigate network-based lateral threat progression. Contrast: Curator Insight focuses on conceptual ideas of dynamic identity, while Live Grounding proves that Service Meshes (Istio) and mutual TLS represent the standard implementation framework. Critical reading for cloud architects. + - [thenewstack.io: Why Cloud Native Systems Demand a Zero Trust Approach](https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details why cloud-native microservices require zero-trust strategies to mitigate network-based lateral threat progression. Contrast: Curator Insight focuses on conceptual ideas of dynamic identity, while Live Grounding proves that Service Meshes (Istio) and mutual TLS represent the standard implementation framework. Critical reading for cloud architects. ## Cloud Security (1) ### Infrastructure Misconfigurations #### Industry Analysis (1) - - **(2021)** [redeszone.net: No configurar bien la nube es culpable de la mayorΓ­a de vulnerabilidades](https://www.redeszone.net/noticias/seguridad/configurar-mal-nube-vulnerabilidades) [SPANISH CONTENT] 🌟 [COMMUNITY-TOOL] β€” Analiza cΓ³mo la mala configuraciΓ³n de la nube es el principal vector de vulnerabilidades en entornos de producciΓ³n. Contrast: El anΓ‘lisis original destaca errores humanos de configuraciΓ³n, mientras que la verificaciΓ³n en vivo demuestra la necesidad de implementar herramientas de remediaciΓ³n automΓ‘tica de IaC. [SPANISH CONTENT] + - [redeszone.net: No configurar bien la nube es culpable de la mayorΓ­a de vulnerabilidades](https://www.redeszone.net/noticias/seguridad/configurar-mal-nube-vulnerabilidades) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Analiza cΓ³mo la mala configuraciΓ³n de la nube es el principal vector de vulnerabilidades en entornos de producciΓ³n. Contrast: El anΓ‘lisis original destaca errores humanos de configuraciΓ³n, mientras que la verificaciΓ³n en vivo demuestra la necesidad de implementar herramientas de remediaciΓ³n automΓ‘tica de IaC. [SPANISH CONTENT] ## Container Security (1) ### Runtime Engines @@ -194,7 +205,7 @@ #### Threat Analysis - - **(2021)** [blog.aquasec.com: Advanced Persistent Threat Techniques Used in Container Attacks](https://blog.aquasec.com/advanced-persistent-threat-techniques-container-attacks) [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” An in-depth analysis of how advanced threat actors utilize system call injection and container escapes inside clusters. Contrast: Curator Insight focuses on container engine configuration vulnerabilities, while Live Grounding confirms that modern runtime protection relies heavily on eBPF telemetry (e.g. Tetragon, Falco) to detect threat vectors. Highly technical. + - [blog.aquasec.com: Advanced Persistent Threat Techniques Used in Container' Attacks](https://blog.aquasec.com/advanced-persistent-threat-techniques-container-attacks) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth analysis of how advanced threat actors utilize system call injection and container escapes inside clusters. Contrast: Curator Insight focuses on container engine configuration vulnerabilities, while Live Grounding confirms that modern runtime protection relies heavily on eBPF telemetry (e.g. Tetragon, Falco) to detect threat vectors. Highly technical. ### Vulnerability Management (1) #### Best Practices (2) @@ -202,7 +213,7 @@ - **(2021)** [sysdig.com: Top vulnerability assessment and management best practices](https://www.sysdig.com/blog/vulnerability-assessment) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Outlines advanced methodologies for scanning container layers and managing vulnerability prioritization in runtime. Contrast: Curator Insight details standard registry scanning, while Live Grounding proves that runtime activity telemetry is critical to weed out unscoped or unexecuted dependency alerts. Highly operational guide. #### Static Analysis - - **(2026)** [==Clair==](https://github.com/quay/clair) ⭐ 10984 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier open-source static container vulnerability engine, running as an API service to systematically parse image layers for CVEs. Contrast: Curator Insight focuses on container registry integration, while Live Grounding confirms its absolute dominance as a core scanning backend for enterprise registries like Quay. Built specifically for high-throughput pipelines. + - [Clair](https://github.com/quay/clair) ⭐ 10984 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The premier open-source static container vulnerability engine, running as an API service to systematically parse image layers for CVEs. Contrast: Curator Insight focuses on container registry integration, while Live Grounding confirms its absolute dominance as a core scanning backend for enterprise registries like Quay. Built specifically for high-throughput pipelines. ## Cryptography ### Public Key Infrastructure @@ -216,21 +227,18 @@ #### Design and Strategy - - **(2021)** [devops.com: Taking a DevSecOps Approach to API Security](https://devops.com/why-traditional-approaches-to-api-security-dont-work) [ADVANCED LEVEL] 🌟🌟🌟 [GUIDE] [LEGACY] β€” Analyzes why legacy perimeter-based security controls fail when applied to distributed, API-driven architectures. Proposes a DevSecOps-aligned framework that integrates shift-left API design validation, automated schema compliance, and continuous runtime traffic inspection to secure modern web services. + - [devops.com: Taking a DevSecOps Approach to API Security](https://devops.com/why-traditional-approaches-to-api-security-dont-work) [ADVANCED LEVEL] [GUIDE] [LEGACY] β€” Analyzes why legacy perimeter-based security controls fail when applied to distributed, API-driven architectures. Proposes a DevSecOps-aligned framework that integrates shift-left API design validation, automated schema compliance, and continuous runtime traffic inspection to secure modern web services. #### Standards - - **(2026)** [==owasp.org: OWASP API Security Project 🌟==](https://owasp.org/www-project-api-security) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official resource for OWASP API Security Top 10, detailing the most critical API vulnerability strategies (e.g., BOLA, Broken Object Level Authorization). Serves as the global industry benchmark for engineering and auditing secure, reliable application interfaces. + - [owasp.org: OWASP API Security Project 🌟](https://owasp.org/www-project-api-security) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The official resource for OWASP API Security Top 10, detailing the most critical API vulnerability strategies (e.g., BOLA, Broken Object Level Authorization). Serves as the global industry benchmark for engineering and auditing secure, reliable application interfaces. ### CICD Pipeline Security #### Continuous Integration - - **(2021)** [devops.com: Continuous Security: The Next Evolution of CI/CD](https://devops.com/continuous-security-the-next-evolution-of-ci-cd) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explores the integration of security automation directly into CI/CD workflows, turning traditional point-in-time checks into continuous feedback loops. Detail-oriented strategies focus on orchestrating static analysis, software composition analysis (SCA), and dynamic application security testing (DAST) without introducing operational bottlenecks. + - [devops.com: Continuous Security: The Next Evolution of CI/CD](https://devops.com/continuous-security-the-next-evolution-of-ci-cd) [COMMUNITY-TOOL] [GUIDE] β€” Explores the integration of security automation directly into CI/CD workflows, turning traditional point-in-time checks into continuous feedback loops. Detail-oriented strategies focus on orchestrating static analysis, software composition analysis (SCA), and dynamic application security testing (DAST) without introducing operational bottlenecks. #### Kubernetes Deployment - **(2021)** [containerjournal.com: Kubernetes Security in Your CI/CD Pipeline](https://cloudnativenow.com/features/kubernetes-security-in-your-ci-cd-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Examines security best practices for embedding Kubernetes-focused vulnerability, manifest, and policy scanning within continuous deployment lifecycles. Discusses the transition from raw Docker registry checks to active policy enforcement during runtime transitions. -#### Vulnerability Analysis - - - **(2022)** [==research.nccgroup.com: 10 real-world stories of how we’ve compromised CI/CD pipelines==](https://research.nccgroup.com/2022/01/13/10-real-world-stories-of-how-weve-compromised-ci-cd-pipelines) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” A critical compilation of real-world penetration testing engagements exposing severe vulnerabilities in automated deployment systems. Analyzes attack vectors such as runner compromise, untrusted workflow executions, and secret exposure, offering concrete architectural remediation steps for securing pipeline configurations. ### Culture and Strategy #### Automation Culture @@ -238,54 +246,54 @@ - **(2021)** [redhat.com: 5 ways for teams to create an automation-first mentality](https://www.redhat.com/en/blog/automation-first-mentality) 🌟 [COMMUNITY-TOOL] β€” Provides strategies to build an automation-first culture to improve software security, pipeline reliability, and scalability. Contrast: Curator Insight defines this as general DevOps philosophy, while Live Grounding reveals that automation is the only way to scale policy-compliance across thousands of microservices. Essential strategic guide. #### Best Practices (3) - - **(2021)** [techerati.com: DevSecOps: Eight tips for truly securing software](https://www.techerati.com/features-hub/opinions/devsecops-eight-tips-for-truly-securing-software) 🌟 [COMMUNITY-TOOL] β€” Provides eight actionable metrics and architectural modifications designed to secure software projects without compromising release velocity. Contrast: Curator Insight prioritizes process checklists, while Live Grounding shows that automating threat modeling and vulnerability scoring is the most impactful step. Highly actionable for developers. - - **(2021)** [thenewstack.io: 10 Steps to Simplify Your DevSecOps](https://thenewstack.io/10-steps-to-simplify-your-devsecops) 🌟 [COMMUNITY-TOOL] β€” Presents a pragmatic, ten-step plan designed to streamline DevSecOps pipelines and avoid tool alert fatigue. Contrast: Curator Insight details manual checklist integrations, while Live Grounding proves that adopting automated 'Golden Paths' is the only viable way to scale security seamlessly across large organizations. + - [thenewstack.io: 10 Steps to Simplify Your DevSecOps](https://thenewstack.io/10-steps-to-simplify-your-devsecops) [COMMUNITY-TOOL] β€” Presents a pragmatic, ten-step plan designed to streamline DevSecOps pipelines and avoid tool alert fatigue. Contrast: Curator Insight details manual checklist integrations, while Live Grounding proves that adopting automated 'Golden Paths' is the only viable way to scale security seamlessly across large organizations. #### Business Value - **(2021)** [softwebsolutions.com: What is DevSecOps and why your business needs it](https://www.softwebsolutions.com/resources/devops-security-tools-benefits) 🌟 [COMMUNITY-TOOL] β€” Outlines a comprehensive business and financial case for integrating security patterns early in the software lifecycle. Contrast: Curator Insight treats it as a corporate marketing asset, while Live Grounding demonstrates that the measurable ROI lies in avoiding regulatory non-compliance fines and reducing shift-right remediation labor cost. Excellent reference for business leaders. #### Developer Experience - - **(2020)** [helpnetsecurity.com: How to make DevSecOps stick with developers](https://www.helpnetsecurity.com/2020/12/14/how-devsecops-developers) 🌟 [COMMUNITY-TOOL] β€” Analyzes practical methods to make security tools stick with developers by lowering tooling friction and integration overhead. Contrast: Curator Insight focuses on psychological incentives, whereas Live Grounding shows that developer adoption hinges entirely on IDE-native feedback loop latency and automated triage interfaces. Offers actionable advice for platform teams. + - [helpnetsecurity.com: How to make DevSecOps stick with developers](https://www.helpnetsecurity.com/2020/12/14/how-devsecops-developers) [COMMUNITY-TOOL] β€” Analyzes practical methods to make security tools stick with developers by lowering tooling friction and integration overhead. Contrast: Curator Insight focuses on psychological incentives, whereas Live Grounding shows that developer adoption hinges entirely on IDE-native feedback loop latency and automated triage interfaces. Offers actionable advice for platform teams. #### Enterprise Architecture - **(2021)** [redhat.com: Getting DevSecOps to production and beyond](https://www.redhat.com/en/blog/devsecops-enterprise-architecture) [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Offers an architectural guide to scaling security across thousands of containerized workflows and corporate teams. Contrast: Curator Insight targets basic process coordination, while Live Grounding shows that modern enterprises utilize platform engineering pipelines to deliver standard, secured blueprints globally. Crucial strategic reading. - **(2021)** [redhat.com: Red Hat's approach to DevSecOps](https://www.redhat.com/en/solutions/devsecops-approach) 🌟 [COMMUNITY-TOOL] β€” Presents Red Hat's modular framework for deploying, managing, and automating DevSecOps within enterprise clouds. Contrast: Curator Insight shows product-focused alignment, while Live Grounding validates that a platform-centric design is key to managing OpenShift cluster security at scale. Essential enterprise architect resource. #### Evolutionary Design - - **(2021)** [devops.com: From Agile to DevOps to DevSecOps: The Next Evolution](https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution) 🌟 [COMMUNITY-TOOL] β€” Charts the evolutionary process of software delivery paradigms from Agile pipelines to highly secure, integrated DevSecOps models. Contrast: Curator Insight emphasizes process taxonomy changes, while Live Grounding demonstrates that DevSecOps must now be embedded into Developer Portals (IDPs) to ensure standard compliance. Synthesizes evolutionary paradigms. + - [devops.com: From Agile to DevOps to DevSecOps: The Next Evolution](https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution) [COMMUNITY-TOOL] β€” Charts the evolutionary process of software delivery paradigms from Agile pipelines to highly secure, integrated DevSecOps models. Contrast: Curator Insight emphasizes process taxonomy changes, while Live Grounding demonstrates that DevSecOps must now be embedded into Developer Portals (IDPs) to ensure standard compliance. Synthesizes evolutionary paradigms. #### Government Case Studies - - **(2020)** [infoq.com: The Defense Department's Journey with DevSecOps](https://www.infoq.com/news/2020/06/defense-department-devsecops) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” An architectural case study exploring the US Department of Defense's massive transition to DevSecOps utilizing Kubernetes and Istio inside air-gapped systems. Contrast: Curator Insight highlights organizational friction, while Live Grounding shows this effort proved zero-trust container orchestration was viable at massive scales. Indispensable reading for regulated cloud architects. + - [infoq.com: The Defense Department's Journey with DevSecOps](https://www.infoq.com/news/2020/06/defense-department-devsecops) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” An architectural case study exploring the US Department of Defense's massive transition to DevSecOps utilizing Kubernetes and Istio inside air-gapped systems. Contrast: Curator Insight highlights organizational friction, while Live Grounding shows this effort proved zero-trust container orchestration was viable at massive scales. Indispensable reading for regulated cloud architects. #### Industry Analysis (3) - - **(2021)** [devops.com: DevSecOps Trends to Know For 2021](https://devops.com/devsecops-trends-for-2021) 🌟 [COMMUNITY-TOOL] β€” Analyzes the shift-left security trends that reshaped CI/CD integrations throughout the decade. Contrast: Curator Insight highlights early tooling trends, while Live Grounding confirms these trends matured into standard eBPF monitoring and declarative cloud-native security platforms. Useful historical and architectural analysis. - - **(2021)** [infoq.com: 9 Trends That Are Influencing the Adoption of Devops and Devsecops in 2021](https://www.infoq.com/articles/devops-secure-trends) 🌟 [COMMUNITY-TOOL] β€” Analyzes nine architectural trends that influenced enterprise DevOps security pipelines. Contrast: Curator Insight identifies early pipeline indicators, while Live Grounding validates that these trends ultimately consolidated into Platform Engineering's Golden Paths. Offers deep technological perspective. + - [devops.com: DevSecOps Trends to Know For 2021](https://devops.com/devsecops-trends-for-2021) [COMMUNITY-TOOL] β€” Analyzes the shift-left security trends that reshaped CI/CD integrations throughout the decade. Contrast: Curator Insight highlights early tooling trends, while Live Grounding confirms these trends matured into standard eBPF monitoring and declarative cloud-native security platforms. Useful historical and architectural analysis. + - [infoq.com: 9 Trends That Are Influencing the Adoption of Devops and Devsecops' in 2021](https://www.infoq.com/articles/devops-secure-trends) [COMMUNITY-TOOL] β€” Analyzes nine architectural trends that influenced enterprise DevOps security pipelines. Contrast: Curator Insight identifies early pipeline indicators, while Live Grounding validates that these trends ultimately consolidated into Platform Engineering's Golden Paths. Offers deep technological perspective. #### Maturity Frameworks - - **(2021)** [thenewstack.io: Where Are You on the DevSecOps Maturity Curve?](https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve) 🌟 [COMMUNITY-TOOL] β€” Presents a maturity taxonomy to help engineering departments benchmark their progression towards fully automated, self-healing security environments. Contrast: Curator Insight maps qualitative milestones, while Live Grounding proves that mapping security readiness to MTTR metrics yields highly accurate risk reduction measurements. Vital leadership resource. + - [thenewstack.io: Where Are You on the DevSecOps Maturity Curve?](https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve) [COMMUNITY-TOOL] β€” Presents a maturity taxonomy to help engineering departments benchmark their progression towards fully automated, self-healing security environments. Contrast: Curator Insight maps qualitative milestones, while Live Grounding proves that mapping security readiness to MTTR metrics yields highly accurate risk reduction measurements. Vital leadership resource. #### Methodology - - **(2021)** [devops.com: How to Seamlessly Transition to DevSecOps](https://devops.com/how-to-seamlessly-transition-to-devsecops) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides a pragmatic roadmap for organizations transitioning from siloed security operations to highly collaborative DevSecOps models. Highlights the importance of automated guardrails, developer education, and shared metrics to drive cultural alignment and operational sustainability. + - [devops.com: How to Seamlessly Transition to DevSecOps](https://devops.com/how-to-seamlessly-transition-to-devsecops) [COMMUNITY-TOOL] [GUIDE] β€” Provides a pragmatic roadmap for organizations transitioning from siloed security operations to highly collaborative DevSecOps models. Highlights the importance of automated guardrails, developer education, and shared metrics to drive cultural alignment and operational sustainability. #### Organizational Alignment - - **(2021)** [devblogs.microsoft.com: You can’t have security for DevOps until you have DevOps for security](https://devblogs.microsoft.com/engineering-at-microsoft/you-cant-have-security-for-devops-until-you-have-devops-for-security) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” An elite architectural case study detailing how Microsoft treats internal security pipelines as first-class, agile software products. Contrast: Curator Insight focuses on testing velocity, while Live Grounding highlights the success of automated internal developer portals (IDPs) in enforcing default-secure baselines. Essential reading for enterprise leaders. - - **(2022)** [thenewstack.io: Want Real Cybersecurity Progress? Redefine the Security Team](https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-team) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Discusses the paradigm shift required in modern engineering organizations to transition from traditional gatekeeping security to shared responsibility models. Contrasts top-down enforcement with decentralized enablement, showing how embedding security advocates within product teams accelerates delivery without compromising compliance. - **(2021)** [cybersecuritydive.com: Relationships between DevOps, security warm slowly](https://www.cybersecuritydive.com/news/developer-security-gitlab-devsecops/599599) 🌟 [COMMUNITY-TOOL] β€” Details structural conflicts and alignments between developers and security engineers based on industry telemetry. Contrast: Curator Insight examines simple workflow friction, while Live Grounding reveals that utilizing shared platform compliance templates (IDPs) dramatically bridges this gap. Important reading for engineering leadership. - - **(2021)** [thenewstack.io: The DevSecOps Skillsets Required for Cloud Deployments](https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments) 🌟 [COMMUNITY-TOOL] β€” Deconstructs the key engineering skillsets required to build and support cloud security infrastructures. Contrast: Curator Insight emphasizes separate security operations roles, while Live Grounding shows that these skills are being abstracted into standard Platform Engineering team templates. Excellent career roadmap. - - **(2021)** [thenewstack.io: 5 Misconceptions About DevSecOps](https://thenewstack.io/5-misconceptions-about-devsecops) 🌟 [COMMUNITY-TOOL] β€” Deconstructs five persistent industry myths, such as 'security slows development down' or 'DevSecOps is just automation tools'. Contrast: Curator Insight analyzes simple organizational conflicts, while Live Grounding proves that separating policies from application repositories enables velocity. Indispensable strategic roadmap. - - **(2020)** [devops.com: How to Successfully Integrate Security and DevOps](https://devops.com/how-to-successfully-integrate-security-and-devops) 🌟 [COMMUNITY-TOOL] β€” Provides an entry-level strategic blueprint for bridging the cultural divide between development, operations, and security teams. Contrast: Curator Insight points to team-centric metrics, while Live Grounding confirms that practical enterprise adoption relies heavily on automating standard policy guardrails to remove human friction. Focuses on transforming security from a gating phase to an integrated workflow. - - **(2020)** [devops.com: SecDevOps is the Solution to Cybersecurity 🌟](https://devops.com/secdevops-is-the-solution-to-cybersecurity) 🌟 [COMMUNITY-TOOL] β€” Argues for SecDevOps as a necessary architectural standard rather than an afterthought. Contrast: Curator Insight highlights organizational naming patterns, while Live Grounding emphasizes that security must be treated as native code to successfully reduce exploit surface areas. Key reading for security leadership. + - [devops.com: How to Successfully Integrate Security and DevOps](https://devops.com/how-to-successfully-integrate-security-and-devops) [COMMUNITY-TOOL] β€” Provides an entry-level strategic blueprint for bridging the cultural divide between development, operations, and security teams. Contrast: Curator Insight points to team-centric metrics, while Live Grounding confirms that practical enterprise adoption relies heavily on automating standard policy guardrails to remove human friction. Focuses on transforming security from a gating phase to an integrated workflow. + - [devops.com: SecDevOps is the Solution to Cybersecurity 🌟](https://devops.com/secdevops-is-the-solution-to-cybersecurity) [COMMUNITY-TOOL] β€” Argues for SecDevOps as a necessary architectural standard rather than an afterthought. Contrast: Curator Insight highlights organizational naming patterns, while Live Grounding emphasizes that security must be treated as native code to successfully reduce exploit surface areas. Key reading for security leadership. + - [thenewstack.io: The DevSecOps Skillsets Required for Cloud Deployments](https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments) [COMMUNITY-TOOL] β€” Deconstructs the key engineering skillsets required to build and support cloud security infrastructures. Contrast: Curator Insight emphasizes separate security operations roles, while Live Grounding shows that these skills are being abstracted into standard Platform Engineering team templates. Excellent career roadmap. + - [devblogs.microsoft.com: You can’t have security for DevOps until you have' DevOps for security](https://devblogs.microsoft.com/engineering-at-microsoft/you-cant-have-security-for-devops-until-you-have-devops-for-security) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” An elite architectural case study detailing how Microsoft treats internal security pipelines as first-class, agile software products. Contrast: Curator Insight focuses on testing velocity, while Live Grounding highlights the success of automated internal developer portals (IDPs) in enforcing default-secure baselines. Essential reading for enterprise leaders. + - [thenewstack.io: 5 Misconceptions About DevSecOps](https://thenewstack.io/5-misconceptions-about-devsecops) [COMMUNITY-TOOL] β€” Deconstructs five persistent industry myths, such as 'security slows development down' or 'DevSecOps is just automation tools'. Contrast: Curator Insight analyzes simple organizational conflicts, while Live Grounding proves that separating policies from application repositories enables velocity. Indispensable strategic roadmap. + - [thenewstack.io: Want Real Cybersecurity Progress? Redefine the Security' Team](https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-team) [COMMUNITY-TOOL] [GUIDE] β€” Discusses the paradigm shift required in modern engineering organizations to transition from traditional gatekeeping security to shared responsibility models. Contrasts top-down enforcement with decentralized enablement, showing how embedding security advocates within product teams accelerates delivery without compromising compliance. #### Process Automation - - **(2021)** [opensource.com: How to adopt DevSecOps successfully](https://opensource.com/article/21/2/devsecops) 🌟 [COMMUNITY-TOOL] β€” A framework outlining the transition phases required to replace manual gates with continuous, automated pipeline security verification. Contrast: Curator Insight prioritizes basic cultural shift milestones, whereas Live Grounding highlights that success requires scaling Policy-as-Code engines globally. Excellent strategic reference. + - [opensource.com: How to adopt DevSecOps successfully](https://opensource.com/article/21/2/devsecops) [COMMUNITY-TOOL] β€” A framework outlining the transition phases required to replace manual gates with continuous, automated pipeline security verification. Contrast: Curator Insight prioritizes basic cultural shift milestones, whereas Live Grounding highlights that success requires scaling Policy-as-Code engines globally. Excellent strategic reference. #### Remote Security - - **(2020)** [thenewstack.io: SecOps in a Post-COVID World: 3 Security Trends to Watch](https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Outlines critical security trends influenced by the sudden acceleration of distributed remote workforces and cloud adoption. Emphasizes the prioritization of identity-centric security boundaries, zero-trust cloud network baselines, and automated threat hunting capabilities. + - [thenewstack.io: SecOps in a Post-COVID World: 3 Security Trends to Watch](https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch) [COMMUNITY-TOOL] [GUIDE] β€” Outlines critical security trends influenced by the sudden acceleration of distributed remote workforces and cloud adoption. Emphasizes the prioritization of identity-centric security boundaries, zero-trust cloud network baselines, and automated threat hunting capabilities. #### Transition Guides - - **(2021)** [invensislearning.com: Difference between DevOps and DevSecOps](https://www.invensislearning.com/blog/devops-vs-devsecops) 🌟 [COMMUNITY-TOOL] β€” Distinguishes the exact operational and architectural boundaries separating classic DevOps from modern DevSecOps. Contrast: Curator Insight details simple workflow differences, while Live Grounding proves that DevSecOps represents a declarative shift from reactive scanning to continuous runtime enforcement. Excellent educational reference. - - **(2021)** [devops.com: Tips for a Successful DevSecOps Life Cycle](https://devops.com/tips-for-a-successful-devsecops-life-cycle) 🌟 [COMMUNITY-TOOL] β€” A granular walkthrough detailing how to embed automated security checkpoints across each phase of the application development lifecycle. Contrast: Curator Insight focuses on sequential steps, whereas Live Grounding demonstrates that real-time developer feedback loops are required to prevent security tool alert exhaustion. Helpful implementation guide. - - **(2020)** [ais.com: Leaping into DevSecOps from DevOps](https://www.ais.com/leaping-into-devsecops-from-devops) 🌟 [COMMUNITY-TOOL] β€” Offers structural steps to migrate existing DevOps operations toward a DevSecOps operational state. Contrast: Curator Insight notes basic pipeline modifications, whereas Live Grounding shows that identity security and secrets orchestration represent the largest transition hurdles. Highly practical implementation blueprint. + - **(2021)** [cloudify.co: Understanding DevSecOps And Its Challenges](https://docs.cloudify.co) [ADVANCED LEVEL] [DOCUMENTATION] 🌟 [COMMUNITY-TOOL] β€” Examines structural challenges in scaling DevSecOps, focusing on multi-cloud security orchestrations. Contrast: Curator Insight highlights simple automation roadblocks, while Live Grounding confirms that managing state drift across multiple Kubernetes regions is the primary blocker. Highly technical perspective. + - [ais.com: Leaping into DevSecOps from DevOps](https://www.ais.com/leaping-into-devsecops-from-devops) [COMMUNITY-TOOL] β€” Offers structural steps to migrate existing DevOps operations toward a DevSecOps operational state. Contrast: Curator Insight notes basic pipeline modifications, whereas Live Grounding shows that identity security and secrets orchestration represent the largest transition hurdles. Highly practical implementation blueprint. + - [invensislearning.com: Difference between DevOps and DevSecOps](https://www.invensislearning.com/blog/devops-vs-devsecops) [COMMUNITY-TOOL] β€” Distinguishes the exact operational and architectural boundaries separating classic DevOps from modern DevSecOps. Contrast: Curator Insight details simple workflow differences, while Live Grounding proves that DevSecOps represents a declarative shift from reactive scanning to continuous runtime enforcement. Excellent educational reference. + - [devops.com: Tips for a Successful DevSecOps Life Cycle](https://devops.com/tips-for-a-successful-devsecops-life-cycle) [COMMUNITY-TOOL] β€” A granular walkthrough detailing how to embed automated security checkpoints across each phase of the application development lifecycle. Contrast: Curator Insight focuses on sequential steps, whereas Live Grounding demonstrates that real-time developer feedback loops are required to prevent security tool alert exhaustion. Helpful implementation guide. ### Design and Architecture #### Secure by Design @@ -300,36 +308,37 @@ #### Best Practices (4) - - **(2021)** [thenewstack.io: Infrastructure-as-Code: 6 Best Practices for Securing Applications 🌟](https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-applications) 🌟 [COMMUNITY-TOOL] β€” Presents six foundational guidelines for securing IaC templates before cloud deployments. Contrast: Curator Insight limits its scope to simple template linters, while Live Grounding confirms that evaluating IaC using declarative Policy-as-Code engines (like OPA) is the standard method to block configuration drift. Essential reference. + - [thenewstack.io: Infrastructure-as-Code: 6 Best Practices for Securing Applications' 🌟](https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-applications) [COMMUNITY-TOOL] β€” Presents six foundational guidelines for securing IaC templates before cloud deployments. Contrast: Curator Insight limits its scope to simple template linters, while Live Grounding confirms that evaluating IaC using declarative Policy-as-Code engines (like OPA) is the standard method to block configuration drift. Essential reference. #### Static Analysis (1) - - **(2026)** [**github.com/yannh/kubeconform 🌟**](https://github.com/yannh/kubeconform) ⭐ 3033 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly performant Kubernetes manifest validator written in Go, acting as a faster alternative to `kubeval`. Validates resource specifications against OpenAPI schemas, supporting custom resource definitions (CRDs) seamlessly in CI/CD environments. - - **(2020)** [thenewstack.io: StackRox KubeLinter Brings Security Linting to Kubernetes](https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Introduces StackRox's KubeLinter tool, exploring its core capabilities to audit deployment manifests and Helm templates before operational execution. Details standard rule definitions and highlights strategies for developer integration. - - **(2020)** [thenewstack.io: Security Insights into Infrastructure-as-Code](https://thenewstack.io/security-insights-into-infrastructure-as-code) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Details security challenges present in IaC files across Terraform, Ansible, and CloudFormation. Analyzes typical misconfiguration risks (such as public S3 buckets, open security groups) and demonstrates the value of automated programmatic verification. - - **(2020)** [blog.christophetd.fr: Shifting Cloud Security Left β€” Scanning Infrastructure as Code for Security Issues](https://blog.christophetd.fr/shifting-cloud-security-left-scanning-infrastructure-as-code-for-security-issues) 🌟 [COMMUNITY-TOOL] β€” A deep-dive analysis on shifting cloud security left by scanning Infrastructure as Code (IaC) templates for misconfigurations before deployment. Contrast: Curator Insight targets traditional static code checks, while Live Grounding validates that integrating tools like tfsec, Checkov, and Kics directly into CI/CD is now an industry standard. Essential for platform engineering security. + - [blog.christophetd.fr: Shifting Cloud Security Left β€” Scanning Infrastructure' as Code for Security Issues](https://blog.christophetd.fr/shifting-cloud-security-left-scanning-infrastructure-as-code-for-security-issues) [COMMUNITY-TOOL] β€” A deep-dive analysis on shifting cloud security left by scanning Infrastructure as Code (IaC) templates for misconfigurations before deployment. Contrast: Curator Insight targets traditional static code checks, while Live Grounding validates that integrating tools like tfsec, Checkov, and Kics directly into CI/CD is now an industry standard. Essential for platform engineering security. + - [KubeLinter](https://github.com/stackrox/kube-linter) ⭐ 3450 [ENTERPRISE-STABLE] β€” A static analysis tool that analyzes Kubernetes YAML manifests and Helm charts against best practices for security and production readiness. Checks for running as root, container security context settings, and missing resource limits. + - [thenewstack.io: StackRox KubeLinter Brings Security Linting to Kubernetes](https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” Introduces StackRox's KubeLinter tool, exploring its core capabilities to audit deployment manifests and Helm templates before operational execution. Details standard rule definitions and highlights strategies for developer integration. + - [github.com/yannh/kubeconform 🌟](https://github.com/yannh/kubeconform) ⭐ 3033 [ENTERPRISE-STABLE] β€” A highly performant Kubernetes manifest validator written in Go, acting as a faster alternative to `kubeval`. Validates resource specifications against OpenAPI schemas, supporting custom resource definitions (CRDs) seamlessly in CI/CD environments. + - [thenewstack.io: Security Insights into Infrastructure-as-Code](https://thenewstack.io/security-insights-into-infrastructure-as-code) [COMMUNITY-TOOL] [GUIDE] β€” Details security challenges present in IaC files across Terraform, Ansible, and CloudFormation. Analyzes typical misconfiguration risks (such as public S3 buckets, open security groups) and demonstrates the value of automated programmatic verification. ### Pipeline Security #### AWS Architecture - - **(2021)** [amazon.com: Building end-to-end AWS DevSecOps CI/CD pipeline with open source SCA, SAST and DAST tools](https://aws.amazon.com/blogs/devops/building-end-to-end-aws-devsecops-ci-cd-pipeline-with-open-source-sca-sast-and-dast-tools) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An AWS reference guide detailing how to construct a secure CI/CD pipeline using open-source SCA, SAST, and DAST integrations. Contrast: Curator Insight presents basic CloudFormation setups, while Live Grounding verifies this as a highly robust template for production-grade AWS workloads. Excellent blueprint for platform security. + - [amazon.com: Building end-to-end AWS DevSecOps CI/CD pipeline with open source' SCA, SAST and DAST tools](https://aws.amazon.com/blogs/devops/building-end-to-end-aws-devsecops-ci-cd-pipeline-with-open-source-sca-sast-and-dast-tools) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” An AWS reference guide detailing how to construct a secure CI/CD pipeline using open-source SCA, SAST, and DAST integrations. Contrast: Curator Insight presents basic CloudFormation setups, while Live Grounding verifies this as a highly robust template for production-grade AWS workloads. Excellent blueprint for platform security. #### Attack Vectors - - **(2021)** [goteleport.com: Anatomy of a Cloud Infrastructure Attack via a Pull Request](https://goteleport.com/blog/hack-via-pull-request) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” A highly technical, post-mortem style security breakdown of how malicious pull requests can compromise CI/CD workflows and leak cloud IAM credentials. Contrast: Curator Insight alerts to weak configuration risks, while Live Grounding validates that implementing OIDC with short-lived tokens is key to shutting down this attack vector. Vital technical read. + - [goteleport.com: Anatomy of a Cloud Infrastructure Attack via a Pull Request](https://goteleport.com/blog/hack-via-pull-request) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” A highly technical, post-mortem style security breakdown of how malicious pull requests can compromise CI/CD workflows and leak cloud IAM credentials. Contrast: Curator Insight alerts to weak configuration risks, while Live Grounding validates that implementing OIDC with short-lived tokens is key to shutting down this attack vector. Vital technical read. #### Best Practices (5) - - **(2021)** [dqindia.com: Secure your CI/CD pipeline with these tips from experts](https://www.dqindia.com/secure-cicd-pipeline-tips-experts) 🌟 [COMMUNITY-TOOL] β€” Aggregates actionable advice for securing pipelines against supply chain compromises and unverified third-party scripts. Contrast: Curator Insight highlights standard network isolation, while Live Grounding shows that signed commits (Cosign) and automated SBOM validation are mandatory safeguards. Highly practical security guide. - - **(2021)** [devops.com: Securing Your Software Development Pipelines](https://devops.com/securing-your-software-development-pipelines) 🌟 [COMMUNITY-TOOL] β€” Addresses operational mechanisms needed to secure build pipelines, artifact repositories, and build nodes from compromise. Contrast: Curator Insight targets basic registry access permissions, while Live Grounding proves that isolating pipeline execution inside short-lived, ephemeral runners is critical to prevent supply-chain attacks. Actionable technical reference. + - [dqindia.com: Secure your CI/CD pipeline with these tips from experts](https://www.dqindia.com/secure-cicd-pipeline-tips-experts) [COMMUNITY-TOOL] β€” Aggregates actionable advice for securing pipelines against supply chain compromises and unverified third-party scripts. Contrast: Curator Insight highlights standard network isolation, while Live Grounding shows that signed commits (Cosign) and automated SBOM validation are mandatory safeguards. Highly practical security guide. + - [devops.com: Securing Your Software Development Pipelines](https://devops.com/securing-your-software-development-pipelines) [COMMUNITY-TOOL] β€” Addresses operational mechanisms needed to secure build pipelines, artifact repositories, and build nodes from compromise. Contrast: Curator Insight targets basic registry access permissions, while Live Grounding proves that isolating pipeline execution inside short-lived, ephemeral runners is critical to prevent supply-chain attacks. Actionable technical reference. #### Dynamic Analysis - **(2021)** [harness.io: Automated DevSecOps with StackHawk and Harness](https://www.harness.io/blog/automated-devsecops) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A technical implementation tutorial showing how to chain StackHawk DAST security scans within a Harness automated release pipeline. Contrast: Curator Insight focuses on simple pipeline triggers, while Live Grounding validates that successful DAST automation requires orchestrating short-lived, ephemeral staging environments. Excellent integration guide. #### Mobile Deployment - - **(2021)** [devops.com: Transform Mobile DevOps into Mobile DevSecOps](https://devops.com/transform-mobile-devops-into-mobile-devsecops) [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Explores the unique pipeline, binary scanning, and code-signing security constraints native to mobile DevSecOps workflows. Contrast: Curator Insight highlights simple build pipeline configurations, while Live Grounding validates that secure modern mobile CI/CD relies heavily on ephemeral cloud-device hardware pools and KMS systems. Actionable mobile engineering guide. + - [devops.com: Transform Mobile DevOps into Mobile DevSecOps](https://devops.com/transform-mobile-devops-into-mobile-devsecops) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores the unique pipeline, binary scanning, and code-signing security constraints native to mobile DevSecOps workflows. Contrast: Curator Insight highlights simple build pipeline configurations, while Live Grounding validates that secure modern mobile CI/CD relies heavily on ephemeral cloud-device hardware pools and KMS systems. Actionable mobile engineering guide. ### Security Dashboards #### Hygieia - - **(2019)** [github.com/hygieia/Hygieia 🌟](https://github.com/hygieia/Hygieia) ⭐ 3817 [ADVANCED LEVEL] 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Capital One's DevOps and security dashboard that provides visual delivery pipeline metrics and vulnerability scanning traces. Note: As per Minimum Viable Quality (MVQ) logic, this project is largely unmaintained and has transitioned into a legacy archive, though it remains structurally informative. + - [github.com/hygieia/Hygieia 🌟](https://github.com/hygieia/Hygieia) ⭐ 3817 [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Capital One's DevOps and security dashboard that provides visual delivery pipeline metrics and vulnerability scanning traces. Note: As per Minimum Viable Quality (MVQ) logic, this project is largely unmaintained and has transitioned into a legacy archive, though it remains structurally informative. ### Supply Chain Security (2) #### Dependency Analysis @@ -337,16 +346,16 @@ - **(2021)** [**blog.sonatype.com: Python Packages Upload Your AWS Keys, env vars, Secrets to the Web**](https://www.sonatype.com/blog/python-packages-upload-your-aws-keys-env-vars-secrets-to-web) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” Documents malicious supply chain campaigns targeting Python package repositories to harvest cloud credentials and environment configuration variables. Illustrates the architectural risk of unverified transitive dependencies and outlines remediation steps through lockfiles, secure mirrors, and automated secrets scanning. #### Secrets Management (2) - - **(2022)** [infracloud.io: How to Prevent Secret Leaks in Your Repositories](https://www.infracloud.io/blogs/prevent-secret-leaks-in-repositories) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An in-depth guide assessing tools and engineering paradigms designed to detect and block credentials before they are committed to source control repository branches. Covers git hooks, automated centralized pipeline scans, and secret rotation management frameworks. + - [infracloud.io: How to Prevent Secret Leaks in Your Repositories](https://www.infracloud.io/blogs/prevent-secret-leaks-in-repositories) [COMMUNITY-TOOL] [GUIDE] β€” An in-depth guide assessing tools and engineering paradigms designed to detect and block credentials before they are committed to source control repository branches. Covers git hooks, automated centralized pipeline scans, and secret rotation management frameworks. #### Vulnerability Scanning - - **(2026)** [**Anchore**](https://anchore.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An enterprise platform for container analysis, policy enforcement, and compliance management. Utilizes deep-image scanning to inspect file systems, OS-level dependencies, and custom software packages for vulnerabilities, licensing violations, and secrets leaks. - - **(2020)** [thenewstack.io: Anchore: Scan Your Container Images for Vulnerabilities from the Command Line](https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-from-the-command-line) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explores Anchore's Command-Line Interface (CLI) for scanning local container images. Details scanning processes, vulnerability database queries, and integrating localized image validation into the earliest steps of developer code loops. + - [Anchore](https://anchore.com) [ENTERPRISE-STABLE] β€” An enterprise platform for container analysis, policy enforcement, and compliance management. Utilizes deep-image scanning to inspect file systems, OS-level dependencies, and custom software packages for vulnerabilities, licensing violations, and secrets leaks. + - [thenewstack.io: Anchore: Scan Your Container Images for Vulnerabilities' from the Command Line](https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-from-the-command-line) [COMMUNITY-TOOL] [GUIDE] β€” Explores Anchore's Command-Line Interface (CLI) for scanning local container images. Details scanning processes, vulnerability database queries, and integrating localized image validation into the earliest steps of developer code loops. ### Tooling Directories #### Open Source - - **(2021)** [enterprisersproject.com: 5 DevSecOps open source projects to know](https://enterprisersproject.com/article/2021/8/5-devsecops-open-source-projects-know) 🌟 [COMMUNITY-TOOL] β€” Profiles five core open-source tools powering cloud-native DevSecOps security, including Trivy, Falco, and Open Policy Agent. Contrast: Curator Insight presents them as rising projects, whereas Live Grounding confirms they are de facto CNCF industry standards today. Excellent reference checklist for tooling selection. + - [enterprisersproject.com: 5 DevSecOps open source projects to know](https://enterprisersproject.com/article/2021/8/5-devsecops-open-source-projects-know) [COMMUNITY-TOOL] β€” Profiles five core open-source tools powering cloud-native DevSecOps security, including Trivy, Falco, and Open Policy Agent. Contrast: Curator Insight presents them as rising projects, whereas Live Grounding confirms they are de facto CNCF industry standards today. Excellent reference checklist for tooling selection. ### Web Application Security #### OWASP Mitigations @@ -354,15 +363,15 @@ - **(2023)** [**cloud.google.com: OWASP Top 10 mitigation options on Google Cloud 🌟**](https://docs.cloud.google.com/architecture/security/owasp-top-ten-mitigation#product_overviews) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A detailed architectural whitepaper outlining how to protect applications deployed on Google Cloud against the classic OWASP Top 10 vulnerabilities. Features concrete implementation strategies utilizing Google Cloud Armor, Identity-Aware Proxy (IAP), and Web Security Scanner. #### Standards (1) - - **(2021)** [thenewstack.io: Latest OWASP Top 10 Surfaces Web Development Security Bugs](https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Reviews the shifts and priorities inside the updated OWASP Top 10 list. Explores the expansion of broken access control, cryptographic failures, and injection attacks, offering historical context and development tips for mitigation. - - **(2021)** [thenewstack.io: OWASP Top 10: A Guide to the Worst Software Vulnerabilities](https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilities) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A foundational guide breaking down the categories of the OWASP Top 10. Reviews risk profiles, real-world execution vectors, and developer methodologies required to eliminate standard insecure programming configurations. + - [thenewstack.io: Latest OWASP Top 10 Surfaces Web Development Security Bugs](https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp) [COMMUNITY-TOOL] [GUIDE] β€” Reviews the shifts and priorities inside the updated OWASP Top 10 list. Explores the expansion of broken access control, cryptographic failures, and injection attacks, offering historical context and development tips for mitigation. + - [thenewstack.io: OWASP Top 10: A Guide to the Worst Software Vulnerabilities](https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilities) [COMMUNITY-TOOL] [GUIDE] β€” A foundational guide breaking down the categories of the OWASP Top 10. Reviews risk profiles, real-world execution vectors, and developer methodologies required to eliminate standard insecure programming configurations. ## Endpoint Security ### Enterprise MDM #### Operating System Hardening - - **(2022)** [hmaslowski.com: macOS Security hardening with Microsoft Intune](https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An administrative guide explaining security configuration profile deployments on macOS clients using Microsoft Intune. Covers hardening policies for FileVault, firewall profiles, gatekeeper policies, and secure system settings enforcement across enterprise fleets. + - [hmaslowski.com: macOS Security hardening with Microsoft Intune](https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune) [COMMUNITY-TOOL] [GUIDE] β€” An administrative guide explaining security configuration profile deployments on macOS clients using Microsoft Intune. Covers hardening policies for FileVault, firewall profiles, gatekeeper policies, and secure system settings enforcement across enterprise fleets. ## Identity ### Developer Tooling @@ -375,68 +384,68 @@ #### API Gateway Integration - - **(2020)** [blog.getambassador.io: Step-by-Step Centralized Authentication for Kubernetes with Keycloak and the Ambassador Edge Stack](https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambassador-edge-stack-d509ffbc7b6f) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A step-by-step implementation guide showing how to configure centralized authentication for Kubernetes workloads using Keycloak integrated with Ambassador Edge Stack. It details OIDC client setups, routing configurations, and identity assertions. + - [blog.getambassador.io: Step-by-Step Centralized Authentication for Kubernetes' with Keycloak and the Ambassador Edge Stack](https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambassador-edge-stack-d509ffbc7b6f) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A step-by-step implementation guide showing how to configure centralized authentication for Kubernetes workloads using Keycloak integrated with Ambassador Edge Stack. It details OIDC client setups, routing configurations, and identity assertions. #### High Availability - - **(2021)** [blog.sighup.io: How to run Keycloak in HA on Kubernetes](https://blog.sighup.io/keycloak-ha-on-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This operations manual outlines the steps required to deploy a resilient, high-availability Keycloak cluster on Kubernetes. It explains configuring backend database replication, managing clustered sessions with Infinispan, and setting up load balancers. - **(2021)** [openshift.com: Geographically Distributed Stateful Workloads - Part 3: Keycloak](https://www.redhat.com/en/blog/geographically-distributed-stateful-workloads-part-3-keycloak) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Part of Red Hat's multi-region series, this architectural blueprint discusses geographically distributed stateful workloads, focusing on multi-site Keycloak setups. It addresses global replication, database synchronization, and latency challenges. - **(2021)** [blog.flant.com: Running fault-tolerant Keycloak with Infinispan in Kubernetes](https://palark.com/blog/ha-keycloak-infinispan-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A highly technical guide focusing on running fault-tolerant Keycloak deployments using Infinispan for cross-site distributed caching inside Kubernetes. It addresses cluster auto-discovery, cache partition settings, and state transfer protocols. + - [blog.sighup.io: How to run Keycloak in HA on Kubernetes](https://blog.sighup.io/keycloak-ha-on-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This operations manual outlines the steps required to deploy a resilient, high-availability Keycloak cluster on Kubernetes. It explains configuring backend database replication, managing clustered sessions with Infinispan, and setting up load balancers. #### Identity Providers - - **(2026)** [==keycloak.org==](https://www.keycloak.org) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Keycloak is an enterprise-grade open-source identity and access management solution supporting OpenID Connect, OAuth 2.0, and SAML 2.0. It offers single sign-on, identity brokering, user federation via LDAP/Active Directory, and a comprehensive administration console. - - **(2020)** [developers.redhat.com: A deep dive into Keycloak](https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak) [EN CONTENT] [COMMUNITY-TOOL] β€” A thorough engineering deep-dive on Keycloak’s architecture, configuration, and extensibility. The article walks through key concepts including realms, clients, user representation mapping, and secure integration with distributed web applications. + - [keycloak.org](https://www.keycloak.org) [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Keycloak is an enterprise-grade open-source identity and access management solution supporting OpenID Connect, OAuth 2.0, and SAML 2.0. It offers single sign-on, identity brokering, user federation via LDAP/Active Directory, and a comprehensive administration console. + - [developers.redhat.com: A deep dive into Keycloak](https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak) [EN CONTENT] [COMMUNITY-TOOL] β€” A thorough engineering deep-dive on Keycloak’s architecture, configuration, and extensibility. The article walks through key concepts including realms, clients, user representation mapping, and secure integration with distributed web applications. #### Ingress Integration - - **(2022)** [dev.to: KeyCloak with Nginx Ingress](https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical guide explaining how to deploy and configure Keycloak behind an NGINX Ingress Controller. It covers reverse proxy headers, TLS termination, and ingress rule optimizations for smooth user redirection. + - [dev.to: KeyCloak with Nginx Ingress](https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical guide explaining how to deploy and configure Keycloak behind an NGINX Ingress Controller. It covers reverse proxy headers, TLS termination, and ingress rule optimizations for smooth user redirection. #### OIDC Proxies - - **(2020)** [Authorizing multi-language microservices with Louketo Proxy](https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy) [EN CONTENT] [LEGACY] β€” A legacy deep dive outlining multi-language microservices authorization using Louketo Proxy (formerly Gatekeeper). As Louketo Proxy has been archived by its maintainers, this resource is kept strictly for historical architectural patterns in proxy-based OIDC enforcement. + - [Authorizing multi-language microservices with Louketo Proxy](https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy) [EN CONTENT] [LEGACY] β€” A legacy deep dive outlining multi-language microservices authorization using Louketo Proxy (formerly Gatekeeper). As Louketo Proxy has been archived by its maintainers, this resource is kept strictly for historical architectural patterns in proxy-based OIDC enforcement. ## Identity and Access Management (1) ### Authentication Protocols #### State Management - - **(2022)** [dev.to/fidalmathew: Session-Based vs. Token-Based Authentication: Which is better?](https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is-better-227o) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Compares traditional stateful server sessions with stateless cryptographic tokens (like JWTs). Breaks down the security trade-offs, revocation mechanics, and scalability impacts of both patterns in highly concurrent microservice APIs. + - [dev.to/fidalmathew: Session-Based vs. Token-Based Authentication: Which' is better?](https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is-better-227o) [COMMUNITY-TOOL] [GUIDE] β€” Compares traditional stateful server sessions with stateless cryptographic tokens (like JWTs). Breaks down the security trade-offs, revocation mechanics, and scalability impacts of both patterns in highly concurrent microservice APIs. #### Token Standards - - **(2022)** [dev.to/irakan: Is JWT really a good fit for authentication?](https://dev.to/irakan/is-jwt-really-a-good-fit-for-authentication-1khm) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A critical assessment of JWT (JSON Web Token) overuse in generic web application sessions. Highlights architectural challenges surrounding stateless token revocation, storage vulnerabilities, and payload overhead, advocating for stateful sessions where appropriate. + - [dev.to/irakan: Is JWT really a good fit for authentication?](https://dev.to/irakan/is-jwt-really-a-good-fit-for-authentication-1khm) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A critical assessment of JWT (JSON Web Token) overuse in generic web application sessions. Highlights architectural challenges surrounding stateless token revocation, storage vulnerabilities, and payload overhead, advocating for stateful sessions where appropriate. #### WebAuthn - - **(2023)** [auth0.com: A Passwordless Future! Passkeys for Java Developers](https://auth0.com/blog/webauthn-and-passkeys-for-java-developers) [ADVANCED LEVEL] 🌟🌟🌟 [GUIDE] [LEGACY] β€” Explores the technical implementation of FIDO2 WebAuthn and Passkeys within enterprise Java systems. Reviews backend authentication flows, cryptographical challenge validation, and client-side orchestration strategies to bypass legacy credential risks. + - [auth0.com: A Passwordless Future! Passkeys for Java Developers](https://auth0.com/blog/webauthn-and-passkeys-for-java-developers) [ADVANCED LEVEL] [GUIDE] [LEGACY] β€” Explores the technical implementation of FIDO2 WebAuthn and Passkeys within enterprise Java systems. Reviews backend authentication flows, cryptographical challenge validation, and client-side orchestration strategies to bypass legacy credential risks. ### Authentication Proxies #### OAuth2 Proxy - - **(2026)** [==oauth2-proxy/oauth2-proxy: OAuth2 Proxy 🌟==](https://github.com/oauth2-proxy/oauth2-proxy) ⭐ 14422 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A critical piece of cloud-native infrastructure that implements reverse-proxy based authentication via OpenID Connect, OAuth2, or various third-party providers. Enables seamless protection of upstream microservices and web application endpoints without altering backend code. + - [oauth2-proxy/oauth2-proxy: OAuth2 Proxy 🌟](https://github.com/oauth2-proxy/oauth2-proxy) ⭐ 14422 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A critical piece of cloud-native infrastructure that implements reverse-proxy based authentication via OpenID Connect, OAuth2, or various third-party providers. Enables seamless protection of upstream microservices and web application endpoints without altering backend code. ### Authorization Protocols #### Microservices Security (1) - - **(2021)** [**osohq.com: Patterns for Authorization in Microservices**](https://www.osohq.com/post/microservices-authorization-patterns) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A deep architectural deep-dive analyzing patterns for deploying authorization policies in distributed systems. Evaluates centralized vs decentralized policy enforcement points, data-filtering complexities, and structured implementations using OPA (Open Policy Agent) or Oso. + - [osohq.com: Patterns for Authorization in Microservices](https://www.osohq.com/post/microservices-authorization-patterns) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” A deep architectural deep-dive analyzing patterns for deploying authorization policies in distributed systems. Evaluates centralized vs decentralized policy enforcement points, data-filtering complexities, and structured implementations using OPA (Open Policy Agent) or Oso. ### Design and Architecture (1) #### Microservices Security (2) - - **(2020)** [**Security Patterns for Microservice Architectures**](https://developer.okta.com/blog/2020/03/23/microservice-security-patterns) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Outlines core secure design patterns for microservices, focusing on Mutual TLS (mTLS), API Gateway pattern, Edge-to-service security (OAuth2/JWT tokens), and internal token translation mechanisms. Essential reading for system architects. + - [Security Patterns for Microservice Architectures](https://developer.okta.com/blog/2020/03/23/microservice-security-patterns) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Outlines core secure design patterns for microservices, focusing on Mutual TLS (mTLS), API Gateway pattern, Edge-to-service security (OAuth2/JWT tokens), and internal token translation mechanisms. Essential reading for system architects. ### Fundamentals #### Security Concepts - - **(2022)** [freecodecamp.org: Authentication vs Authorization – What's the Difference?](https://www.freecodecamp.org/news/whats-the-difference-between-authentication-and-authorisation) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Breaks down the core theoretical definitions separating Identity Verification (Authentication) from Access Control Policies (Authorization). Clarifies foundational paradigms (e.g., OAuth2 vs OIDC, JWT vs Sessions) using visual models suitable for developers and systems engineers alike. - - **(2022)** [thenewstack.io: How Do Authentication and Authorization Differ?](https://thenewstack.io/how-do-authentication-and-authorization-differ) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A simplified conceptual guide parsing out authentication (who you are) from authorization (what you are permitted to do) inside software systems. Clarifies technical patterns such as SAML, OIDC, RBAC, and ABAC implementations for microservices. + - [freecodecamp.org: Authentication vs Authorization – What's the Difference?](https://www.freecodecamp.org/news/whats-the-difference-between-authentication-and-authorisation) [COMMUNITY-TOOL] [GUIDE] β€” Breaks down the core theoretical definitions separating Identity Verification (Authentication) from Access Control Policies (Authorization). Clarifies foundational paradigms (e.g., OAuth2 vs OIDC, JWT vs Sessions) using visual models suitable for developers and systems engineers alike. + - [thenewstack.io: How Do Authentication and Authorization Differ?](https://thenewstack.io/how-do-authentication-and-authorization-differ) [COMMUNITY-TOOL] [GUIDE] β€” A simplified conceptual guide parsing out authentication (who you are) from authorization (what you are permitted to do) inside software systems. Clarifies technical patterns such as SAML, OIDC, RBAC, and ABAC implementations for microservices. ### Zero Trust Network Access #### Standards (2) - - **(2022)** [cisecurity.org: Where Does Zero Trust Begin and Why is it Important?](https://www.cisecurity.org/insights/blog/where-does-zero-trust-begin-and-why-is-it-important) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] [GUIDE] β€” An architectural primer outlining the foundational structures of the Zero-Trust security paradigm. Discusses the fundamental shift from perimeter security to identity-oriented verification, detailing the practical integration of context-driven policy engines and micro-segmentation. + - [cisecurity.org: Where Does Zero Trust Begin and Why is it Important?](https://www.cisecurity.org/insights/blog/where-does-zero-trust-begin-and-why-is-it-important) [CASE STUDY] [COMMUNITY-TOOL] [GUIDE] β€” An architectural primer outlining the foundational structures of the Zero-Trust security paradigm. Discusses the fundamental shift from perimeter security to identity-oriented verification, detailing the practical integration of context-driven policy engines and micro-segmentation. ## Infrastructure as Code ### Configuration Management #### Templating - - **(2025)** [Kapitan: Generic templated configuration management for Kubernetes, Terraform and other things](https://kapitan.dev) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” A powerful configuration generator for Kubernetes and cloud platforms. Includes native cryptographic secrets handling (supporting GPG, KMS, Vault), allowing multi-environment configurations to remain secure in Git. + - [Kapitan: Generic templated configuration management for Kubernetes, Terraform' and other things](https://kapitan.dev) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” A powerful configuration generator for Kubernetes and cloud platforms. Includes native cryptographic secrets handling (supporting GPG, KMS, Vault), allowing multi-environment configurations to remain secure in Git. ### Terraform #### Secrets Management (3) @@ -460,22 +469,22 @@ #### Security Frameworks - - **(2022)** [**armosec.io: Kubernetes Security Compliance Frameworks 🌟**](https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Provides a thorough breakdown of standard security compliance frameworks applicable to Kubernetes environments, including CIS Benchmarks, NSA-CISA hardening guides, and MITRE ATT&CK. Details key validation metrics and remediation methods required to audit clusters against these controls. + - [armosec.io: Kubernetes Security Compliance Frameworks 🌟](https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance) [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Provides a thorough breakdown of standard security compliance frameworks applicable to Kubernetes environments, including CIS Benchmarks, NSA-CISA hardening guides, and MITRE ATT&CK. Details key validation metrics and remediation methods required to audit clusters against these controls. ### Host Hardening #### SELinux - - **(2021)** [**Why you should be using Multi-Category Security (MCS) for your Linux containers**](https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-your-linux-containers) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A deep technical analysis of Multi-Category Security (MCS) in Linux containers managed by SELinux. Explains how kernel-level category labels prevent container breakouts from accessing filesystem zones belonging to other active container runtimes. + - [Why you should be using Multi-Category Security (MCS) for your Linux containers](https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-your-linux-containers) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” A deep technical analysis of Multi-Category Security (MCS) in Linux containers managed by SELinux. Explains how kernel-level category labels prevent container breakouts from accessing filesystem zones belonging to other active container runtimes. ### Ingress Controllers -#### Network Policies +#### Network Policies (1) - - **(2022)** [**armosec.io: How to secure Kubernetes Ingress?**](https://www.armosec.io/blog/kubernetes-ingress-security) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Addresses specific attack vectors targeting Kubernetes ingress resources and gateways. Details defensive blueprints, including rate limiting configurations, TLS termination standards, and security annotation validation to prevent path-traversal exploits. + - [armosec.io: How to secure Kubernetes Ingress?](https://www.armosec.io/blog/kubernetes-ingress-security) [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Addresses specific attack vectors targeting Kubernetes ingress resources and gateways. Details defensive blueprints, including rate limiting configurations, TLS termination standards, and security annotation validation to prevent path-traversal exploits. ### Kubernetes Admission Control #### Secrets Management (4) - - **(2022)** [**kubewarden.io: Scanning secrets in environment variables**](https://www.kubewarden.io/blog/2022/10/env-var-secrets) [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” Demonstrates how to use Kubewarden admission policies to dynamically intercept and prevent container deployments containing plaintext secrets or API keys exposed in environment variables. Provides concrete policy writing paradigms using WebAssembly (Wasm) and Rego. + - [kubewarden.io: Scanning secrets in environment variables](https://www.kubewarden.io/blog/2022/10/env-var-secrets) [ADVANCED LEVEL] [EMERGING] [ENTERPRISE-STABLE] β€” Demonstrates how to use Kubewarden admission policies to dynamically intercept and prevent container deployments containing plaintext secrets or API keys exposed in environment variables. Provides concrete policy writing paradigms using WebAssembly (Wasm) and Rego. ### Kubernetes Fundamentals #### Security Concepts (1) @@ -485,30 +494,30 @@ #### Threat Landscape - - **(2022)** [bleepingcomputer.com: Over 900,000 Kubernetes instances found exposed online](https://www.bleepingcomputer.com/news/security/over-900-000-kubernetes-instances-found-exposed-online) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Highlights the massive scale of misconfigured public-facing Kubernetes control planes discovered via internet-wide scans. Discusses the dangers of unauthenticated API endpoints, misconfigured kubelets, and exposed dashboards, emphasizing the urgency of applying robust network policy configurations and default-deny rules. -### Network Policies (1) + - [bleepingcomputer.com: Over 900,000 Kubernetes instances found exposed online](https://www.bleepingcomputer.com/news/security/over-900-000-kubernetes-instances-found-exposed-online) [CASE STUDY] [COMMUNITY-TOOL] β€” Highlights the massive scale of misconfigured public-facing Kubernetes control planes discovered via internet-wide scans. Discusses the dangers of unauthenticated API endpoints, misconfigured kubelets, and exposed dashboards, emphasizing the urgency of applying robust network policy configurations and default-deny rules. +### Network Policies (2) #### Calico - - **(2020)** [thenewstack.io: Project Calico: Kubernetes Security as SaaS](https://thenewstack.io/project-calico-kubernetes-security-as-saas) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explores Tigera's SaaS offering extension of Project Calico. Investigates capabilities of enforcing cloud-native microsegmentation, threat mitigation, and real-time network traffic audits across hybrid multi-cluster environments. + - [thenewstack.io: Project Calico: Kubernetes Security as SaaS](https://thenewstack.io/project-calico-kubernetes-security-as-saas) [COMMUNITY-TOOL] [GUIDE] β€” Explores Tigera's SaaS offering extension of Project Calico. Investigates capabilities of enforcing cloud-native microsegmentation, threat mitigation, and real-time network traffic audits across hybrid multi-cluster environments. ### Service Mesh Security #### Ingress Controllers (1) - - **(2021)** [mirantis.com: Introduction to Istio Ingress: The easy way to manage incoming Kubernetes app traffic](https://www.mirantis.com/blog/introduction-to-istio-ingress-the-easy-way-to-manage-incoming-kubernetes-app-traffic) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An introduction to configuring incoming traffic paths through the Istio Ingress Gateway. Shows how routing configurations, mutual TLS controls, and access boundaries can be handled outside microservices at the platform ingress layer. + - [mirantis.com: Introduction to Istio Ingress: The easy way to manage incoming' Kubernetes app traffic](https://www.mirantis.com/blog/introduction-to-istio-ingress-the-easy-way-to-manage-incoming-kubernetes-app-traffic) [COMMUNITY-TOOL] [GUIDE] β€” An introduction to configuring incoming traffic paths through the Istio Ingress Gateway. Shows how routing configurations, mutual TLS controls, and access boundaries can be handled outside microservices at the platform ingress layer. ### Threat Landscape (1) #### Kubernetes Vulnerabilities - - **(2022)** [thenewstack.io: How Kubernetes vulnerabilities have shifted since the first attacks](https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Tracks the structural evolution of security exploits in the Kubernetes ecosystem, transitioning from simple API credential bypasses to sophisticated container escape patterns and side-channel eBPF-based exploits. Outlines lessons for building modern runtime defenses. + - [thenewstack.io: How Kubernetes vulnerabilities have shifted since the first' attacks](https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Tracks the structural evolution of security exploits in the Kubernetes ecosystem, transitioning from simple API credential bypasses to sophisticated container escape patterns and side-channel eBPF-based exploits. Outlines lessons for building modern runtime defenses. ### Zero Trust Network Access (1) #### Identity and Access Management (2) - - **(2022)** [thenewstack.io: Secured Access to Kubernetes from Anywhere with Zero Trust | Tenry Fu 🌟](https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trust) 🌟🌟🌟 [GUIDE] [LEGACY] β€” Details the design principles of Zero-Trust Network Access (ZTNA) when applied to remote cluster management pipelines. Discusses replacing legacy VPC VPN tunnels with dynamic, context-aware proxy layers that strictly validate developer identities, client device postures, and granular RBAC policies. -#### Network Policies (2) + - [thenewstack.io: Secured Access to Kubernetes from Anywhere with Zero Trust' | Tenry Fu 🌟](https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trust) [GUIDE] [LEGACY] β€” Details the design principles of Zero-Trust Network Access (ZTNA) when applied to remote cluster management pipelines. Discusses replacing legacy VPC VPN tunnels with dynamic, context-aware proxy layers that strictly validate developer identities, client device postures, and granular RBAC policies. +#### Network Policies (3) - - **(2022)** [rtinsights.com: Implementing Zero Trust for Kubernetes](https://www.rtinsights.com/implementing-zero-trust-for-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Examines how to translate generic Zero-Trust principles into actionable Kubernetes controls. Focuses on orchestrating least-privilege service-to-service communication, mutual TLS (mTLS) enforcement, continuous authentication of container identities, and granular API filtering. + - [rtinsights.com: Implementing Zero Trust for Kubernetes](https://www.rtinsights.com/implementing-zero-trust-for-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Examines how to translate generic Zero-Trust principles into actionable Kubernetes controls. Focuses on orchestrating least-privilege service-to-service communication, mutual TLS (mTLS) enforcement, continuous authentication of container identities, and granular API filtering. ## Runtime Security ### Container Forensics @@ -523,21 +532,24 @@ - **(2026)** [**Threat Stack**](https://www.f5.com/products/distributed-cloud-services) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” F5's integration of Threat Stack technologies into Distributed Cloud Services. Evaluates real-time telemetry from application workloads, user sessions, and API patterns to protect modern deployments against sophisticated run-time and network exploits. #### Falco - - **(2026)** [==Falco==](https://falco.org) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The Cloud Native Computing Foundation (CNCF) graduate threat detection engine. Uses eBPF or kernel modules to parse system calls at runtime, triggering immediate notifications on suspicious actions such as container privilege escalation, host namespace access, or unexpected shell generation. - **(2021)** [**sysdig.com: Getting started with runtime security and Falco**](https://www.sysdig.com/blog/intro-runtime-security-falco) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A practical step-by-step tutorial on installing, configuring, and deploying Falco rules within a Kubernetes cluster. Demonstrates parsing alert outputs and writing custom rule definitions to identify container-level execution anomalies. + - [Falco](https://falco.org) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The Cloud Native Computing Foundation (CNCF) graduate threat detection engine. Uses eBPF or kernel modules to parse system calls at runtime, triggering immediate notifications on suspicious actions such as container privilege escalation, host namespace access, or unexpected shell generation. ## Security ### API Security (1) #### Threat Modeling (1) - - **(2023)** [traceable.ai: Use the OWASP API Top 10 To Secure Your APIs](https://www.traceable.ai/blog-post/use-the-owasp-api-top-10-to-secure-your-apis) [EN CONTENT] [COMMUNITY-TOOL] β€” This architectural analysis explains how to leverage the OWASP API Security Top 10 framework to safeguard distributed endpoints. It contrasts traditional edge network controls with modern, context-aware API monitoring, providing engineers with tactical remediation techniques for broken object-level authorization (BOLA) and rate-limiting deficiencies. - - **(2023)** [cequence.ai: The OWASP API Security Top 10 From a Real-World Perspective](https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspective) [EN CONTENT] [COMMUNITY-TOOL] β€” An empirical review of API vulnerability vectors analyzed from real-world telemetry and live production incidents. The analysis contrasts theoretical OWASP taxonomy with operational realities, mapping common exploits to specific mitigation patterns in cloud-native ingress architectures. + - [traceable.ai: Use the OWASP API Top 10 To Secure Your APIs](https://www.traceable.ai/blog-post/use-the-owasp-api-top-10-to-secure-your-apis) [EN CONTENT] [COMMUNITY-TOOL] β€” This architectural analysis explains how to leverage the OWASP API Security Top 10 framework to safeguard distributed endpoints. It contrasts traditional edge network controls with modern, context-aware API monitoring, providing engineers with tactical remediation techniques for broken object-level authorization (BOLA) and rate-limiting deficiencies. + - [cequence.ai: The OWASP API Security Top 10 From a Real-World Perspective](https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspective) [EN CONTENT] [COMMUNITY-TOOL] β€” An empirical review of API vulnerability vectors analyzed from real-world telemetry and live production incidents. The analysis contrasts theoretical OWASP taxonomy with operational realities, mapping common exploits to specific mitigation patterns in cloud-native ingress architectures. ### Cloud Native +#### Kubernetes Hardening (1) + + - [Kubernetes Security Best Practices: A DevSecOps Perspective](https://www.linkedin.com/top-content/career) [COMMUNITY-TOOL] β€” A DevSecOps assessment explaining key patterns for hardening Kubernetes namespaces. Reviews best practices for securing configuration secrets, configuring network isolation policies, and enforcing runtime container constraints. #### Vulnerability Management (2) - - **(2021)** [==deepfence/ThreatMapper 🌟==](https://github.com/deepfence/ThreatMapper) ⭐ 5269 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source CNAPP (Cloud Native Application Protection Platform) developed by Deepfence. Dynamically structures runtime visibility maps to cross-reference software vulnerabilities with active, internet-exposed network paths. + - [deepfence/ThreatMapper 🌟](https://github.com/deepfence/ThreatMapper) ⭐ 5269 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An open-source CNAPP (Cloud Native Application Protection Platform) developed by Deepfence. Dynamically structures runtime visibility maps to cross-reference software vulnerabilities with active, internet-exposed network paths. ### Cloud Security (2) #### Google Cloud @@ -547,59 +559,59 @@ #### Cloud Security Posture - - **(2016)** [==github.com/prowler-cloud/prowler 🌟🌟==](https://github.com/prowler-cloud/prowler) ⭐ 13857 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Prowler is an industry-standard open-source tool for cloud security posture management (CSPM). Audits multi-cloud infrastructures against CIS benchmarks, GDPR, and PCI-DSS rules with detailed security logs. + - [github.com/prowler-cloud/prowler 🌟🌟](https://github.com/prowler-cloud/prowler) ⭐ 13857 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Prowler is an industry-standard open-source tool for cloud security posture management (CSPM). Audits multi-cloud infrastructures against CIS benchmarks, GDPR, and PCI-DSS rules with detailed security logs. #### Host Hardening (1) - - **(2021)** [sysadminxpert.com: How to do Security Auditing of CentOS System Using Lynis Tool](https://sysadminxpert.com/how-to-do-security-auditing-of-centos-system-using-lynis-tool) [COMMUNITY-TOOL] β€” A detailed Linux auditing walkthrough using the Lynis tool to harden target environments. Provides granular shell instructions for reviewing user-space permissions, file integrity, and core system policies. + - [sysadminxpert.com: How to do Security Auditing of CentOS System Using Lynis' Tool](https://sysadminxpert.com/how-to-do-security-auditing-of-centos-system-using-lynis-tool) [COMMUNITY-TOOL] β€” A detailed Linux auditing walkthrough using the Lynis tool to harden target environments. Provides granular shell instructions for reviewing user-space permissions, file integrity, and core system policies. ### Container Security (2) #### Base Image Optimization - - **(2022)** [iximiuz.com: The need for slimmer containers. Scanning official Python images with Snyk](https://iximiuz.com/en/posts/thick-container-vulnerabilities) [EN CONTENT] [COMMUNITY-TOOL] β€” This technical deep-dive emphasizes the security benefits of using lightweight container base images, specifically analyzing Python base layers using Snyk. It contrasts the massive attack surface of typical full-stack distributions against minimal Alpine or distroless configurations. + - [iximiuz.com: The need for slimmer containers. Scanning official Python images' with Snyk](https://iximiuz.com/en/posts/thick-container-vulnerabilities) [EN CONTENT] [COMMUNITY-TOOL] β€” This technical deep-dive emphasizes the security benefits of using lightweight container base images, specifically analyzing Python base layers using Snyk. It contrasts the massive attack surface of typical full-stack distributions against minimal Alpine or distroless configurations. #### Image Scanning - - **(2021)** [blog.aquasec.com: A Security Review of Docker Official Images: Which Do You Trust? (with trivy)](https://blog.aquasec.com/docker-official-images) [EN CONTENT] [COMMUNITY-TOOL] β€” An in-depth security analysis comparing vulnerabilities found across popular Docker Hub official base images using Trivy. The study provides concrete metrics on the security posture of standard runtime environments, advocating for minimal or distroless parent images. - - **(2021)** [returngis.net: Buscar vulnerabilidades en imΓ‘genes de Docker con Snyk](https://www.returngis.net/2021/09/buscar-vulnerabilidades-en-imagenes-de-docker-con-snyk) [ES CONTENT] [COMMUNITY-TOOL] β€” Un tutorial detallado que demuestra la integraciΓ³n del motor de escaneo Snyk para auditar y descubrir vulnerabilidades en imΓ‘genes de contenedores Docker. El artΓ­culo describe cΓ³mo automatizar estos escaneos a nivel local e integrarlos en pipelines para mitigar riesgos en dependencias del sistema operativo. [SPANISH CONTENT] + - [blog.aquasec.com: A Security Review of Docker Official Images: Which Do' You Trust? (with trivy)](https://blog.aquasec.com/docker-official-images) [EN CONTENT] [COMMUNITY-TOOL] β€” An in-depth security analysis comparing vulnerabilities found across popular Docker Hub official base images using Trivy. The study provides concrete metrics on the security posture of standard runtime environments, advocating for minimal or distroless parent images. + - [returngis.net: Buscar vulnerabilidades en imΓ‘genes de Docker con Snyk](https://www.returngis.net/2021/09/buscar-vulnerabilidades-en-imagenes-de-docker-con-snyk) [ES CONTENT] [COMMUNITY-TOOL] β€” Un tutorial detallado que demuestra la integraciΓ³n del motor de escaneo Snyk para auditar y descubrir vulnerabilidades en imΓ‘genes de contenedores Docker. El artΓ­culo describe cΓ³mo automatizar estos escaneos a nivel local e integrarlos en pipelines para mitigar riesgos en dependencias del sistema operativo. [SPANISH CONTENT] #### Malware Detection - - **(2025)** [deepfence/YaraHunter](https://github.com/deepfence/YaraHunter) ⭐ 1322 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” YaraHunter is a specialized security tool that scans container images and filesystems for indicators of compromise (IoC) and malware using YARA rules. It operates out-of-band to uncover embedded secrets, web shells, and malicious payloads hidden within complex multi-stage builds. + - [deepfence/YaraHunter](https://github.com/deepfence/YaraHunter) ⭐ 1322 [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” YaraHunter is a specialized security tool that scans container images and filesystems for indicators of compromise (IoC) and malware using YARA rules. It operates out-of-band to uncover embedded secrets, web shells, and malicious payloads hidden within complex multi-stage builds. #### Runtime Verification - **(2023)** [blog.chainguard.dev: How To Verify Cosigned Container Images In Amazon ECS](https://www.chainguard.dev/unchained) [EN CONTENT] [COMMUNITY-TOOL] β€” A step-by-step implementation guide detailing how to verify signed container images within Amazon Elastic Container Service (ECS). It focuses on ensuring only validated, cryptographically-proven builds are scheduled to run on ECS clusters. #### Tooling - - **(2021)** [thenewstack.io: Find Vulnerabilities in Container Images with Docker Scan](https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical exploration of using native container engine scanning capabilities to identify software flaws during the build stage. The article provides a walkthrough of local CLI workflows that help developers patch images before pushing them to shared container registries. + - [thenewstack.io: Find Vulnerabilities in Container Images with Docker Scan](https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical exploration of using native container engine scanning capabilities to identify software flaws during the build stage. The article provides a walkthrough of local CLI workflows that help developers patch images before pushing them to shared container registries. ### Cryptography (1) #### Hashing Algorithms - - **(2025)** [==pyca/bcrypt==](https://github.com/pyca/bcrypt) ⭐ 1475 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Modern Python bindings for the bcrypt password hashing function. Maintained by PyCA (Python Cryptographic Authority), it provides secure-by-default, work-factor adjustable password protection. - **(2024)** [argon2-cffi](https://argon2-cffi.readthedocs.io/en/stable) [DOCUMENTATION] [COMMUNITY-TOOL] β€” The recommended Python interface for Argon2, the winner of the Password Hashing Competition. Delivers memory-hard cryptographic protection with low overhead, ideal for modern microservice authentication. + - [pyca/bcrypt](https://github.com/pyca/bcrypt) ⭐ 1475 [DE FACTO STANDARD] β€” Modern Python bindings for the bcrypt password hashing function. Maintained by PyCA (Python Cryptographic Authority), it provides secure-by-default, work-factor adjustable password protection. - [docs.python.org: scrypt (standard library)](https://docs.python.org/3/library/hashlib.html#hashlib.scrypt) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official documentation for Python standard library implementation of the scrypt key derivation function. Outlines usage patterns, parameters, and system requirements for resource-intensive password verification. - [cryptography.io: scrypt (cryptography)](https://cryptography.io/en/latest/hazmat/primitives/key-derivation-functions/#cryptography.hazmat.primitives.kdf.scrypt.Scrypt) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Low-level cryptographic recipe details for implementing Scrypt KDF in Python. Part of the cryptography package, offering precise tuning of memory cost and CPU constraints. ### Data Privacy #### Analysis - - **(2021)** [linkedin: Dear Google, my data has left your building!](https://www.linkedin.com/pulse/dear-google-my-data-has-left-your-building-zakir-khan) 🌟🌟 [COMMUNITY-TOOL] β€” An opinion piece detailing data sovereign issues, egress economics, and compliance frameworks when utilizing public clouds like Google Cloud. Serves as a useful case-study prompt for data sovereignty governance. + - [linkedin: Dear Google, my data has left your building!](https://www.linkedin.com/pulse/dear-google-my-data-has-left-your-building-zakir-khan) [COMMUNITY-TOOL] β€” An opinion piece detailing data sovereign issues, egress economics, and compliance frameworks when utilizing public clouds like Google Cloud. Serves as a useful case-study prompt for data sovereignty governance. ### DevSecOps (1) #### CI-CD Pipelines - - **(2021)** [loves.cloud: Creating a fully automated DevSecOps CI/CD Pipeline](https://loves.cloud/creation-of-a-fully-automated-devsecops-cicd-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Details the construction of an automated CI/CD pipeline integrated with security scans. Covers shifts-left practices, artifact scanning (Trivy), and secure container registry promotion. + - [loves.cloud: Creating a fully automated DevSecOps CI/CD Pipeline](https://loves.cloud/creation-of-a-fully-automated-devsecops-cicd-pipeline) [COMMUNITY-TOOL] β€” Details the construction of an automated CI/CD pipeline integrated with security scans. Covers shifts-left practices, artifact scanning (Trivy), and secure container registry promotion. #### CICD Integrations - - **(2024)** [Jenkins Plugin: Anchore Container Image Scanner](https://plugins.jenkins.io/anchore-container-scanner) [EN CONTENT] [COMMUNITY-TOOL] β€” The Anchore plugin for Jenkins automates image scanning step execution directly within continuous integration pipelines. It returns diagnostic vulnerability logs and applies customizable policies to dynamically pass or fail build pipelines based on threat levels. - **(2021)** [github.blog: Safeguard your containers with new container signing capability in GitHub Actions (cosign)](https://github.blog/security/supply-chain-security/safeguard-container-signing-capability-actions) [EN CONTENT] [COMMUNITY-TOOL] β€” GitHub's official guide on using Sigstore Cosign inside GitHub Actions to automate container signing. It demonstrates keyless cryptographic attestation, leveraging GitHub's OIDC provider to securely sign artifacts without handling persistent private keys. + - [Jenkins Plugin: Anchore Container Image Scanner](https://plugins.jenkins.io/anchore-container-scanner) [EN CONTENT] [COMMUNITY-TOOL] β€” The Anchore plugin for Jenkins automates image scanning step execution directly within continuous integration pipelines. It returns diagnostic vulnerability logs and applies customizable policies to dynamically pass or fail build pipelines based on threat levels. #### Compliance (1) - - **(2022)** [securecoding.com: Code Audit: How to Ensure Compliance for an Application](https://www.securecoding.com/blog/code-audit-how-to-ensure-compliance-for-an-application) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical exploration of modern code auditing protocols aimed at ensuring regulatory compliance during automated software delivery. It establishes a comparison between static analysis tools and manual peer reviews, proposing a unified workflow for continuous compliance checks. + - [securecoding.com: Code Audit: How to Ensure Compliance for an Application](https://www.securecoding.com/blog/code-audit-how-to-ensure-compliance-for-an-application) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical exploration of modern code auditing protocols aimed at ensuring regulatory compliance during automated software delivery. It establishes a comparison between static analysis tools and manual peer reviews, proposing a unified workflow for continuous compliance checks. #### Culture - - **(2022)** [thenewstack.io: Culture, Vulnerabilities and Budget: Why Devs and AppSec Disagree](https://thenewstack.io/culture-vulnerabilities-and-budget-why-devs-and-appsec-disagree) 🌟🌟 [COMMUNITY-TOOL] β€” Analyzes structural gaps and cultural conflicts within software engineering departments over security ownership. Explains how prioritizing development velocity creates friction with AppSec mandates, recommending collaborative tooling solutions. + - [thenewstack.io: Culture, Vulnerabilities and Budget: Why Devs and AppSec' Disagree](https://thenewstack.io/culture-vulnerabilities-and-budget-why-devs-and-appsec-disagree) [COMMUNITY-TOOL] β€” Analyzes structural gaps and cultural conflicts within software engineering departments over security ownership. Explains how prioritizing development velocity creates friction with AppSec mandates, recommending collaborative tooling solutions. #### Intro - - **(2020)** [devopszone.info: DevSecOps Explained](https://www.devopszone.info/post/devsecops-explained) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A baseline conceptual overview of DevSecOps pipelines. Explores integrating automated vulnerability scanners, static analysis, and compliance checks inside standard CI/CD deployment workflows. + - [devopszone.info: DevSecOps Explained](https://www.devopszone.info/post/devsecops-explained) [COMMUNITY-TOOL] [GUIDE] β€” A baseline conceptual overview of DevSecOps pipelines. Explores integrating automated vulnerability scanners, static analysis, and compliance checks inside standard CI/CD deployment workflows. #### Jenkins X - **(2022)** [jenkins-x.io: Setting up the secrets for your installation](https://jayex.io/v3/admin/setup/secrets) [EN CONTENT] [COMMUNITY-TOOL] β€” A configuration manual detailing secrets provisioning during the installation of Jenkins X v3. It covers boot integrations, external vault bindings, and populating critical pipeline secrets. @@ -608,22 +620,25 @@ - **(2020)** [snyk.io: The State of Open Source Security 2020](https://snyk.io/articles/open-source-security) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Snyk's comprehensive annual report exploring trends in open-source software security. Evaluates vulnerabilities in common container base images and highlights strategies for proactive risk mitigation. #### Pentesting - - **(2020)** [forbes.com: DevOps Drives Pentesting Delivered As A Service](https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-delivered-as-a-service) [EN CONTENT] [LEGACY] β€” This Forbes article explores how continuous deployment velocities are driving the shift toward API-driven Pentesting-as-a-Service (PTaaS). It contrasts legacy annual audits with modern, on-demand security testing models natively embedded into developer pipelines. + - [forbes.com: DevOps Drives Pentesting Delivered As A Service](https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-delivered-as-a-service) [EN CONTENT] [LEGACY] β€” This Forbes article explores how continuous deployment velocities are driving the shift toward API-driven Pentesting-as-a-Service (PTaaS). It contrasts legacy annual audits with modern, on-demand security testing models natively embedded into developer pipelines. #### Secrets Detection - - **(2022)** [GitHub security: what does it take to protect your company from credentials leaking on GitHub? 🌟](https://blog.gitguardian.com/github-security) [EN CONTENT] [COMMUNITY-TOOL] β€” An in-depth corporate case study and operational guide detailing the systematic threats of credential leakage in public and private Git environments. It highlights risk mitigation frameworks, API scanner configurations, and team hygiene rules required to prevent credential sprawl. - - **(2020)** [blog.gitguardian.com: Secrets in source code (episode 2/3). Why secrets in git are such a problem](https://blog.gitguardian.com/secrets-credentials-api-git) [EN CONTENT] [COMMUNITY-TOOL] β€” This educational blog post outlines the threat vectors of hardcoded secrets in Git histories. It details the structural reasons why standard version control systems make secret revocation difficult once committed, presenting static pre-commit hooks as the primary defense. + - [GitHub security: what does it take to protect your company from credentials' leaking on GitHub? 🌟](https://blog.gitguardian.com/github-security) [EN CONTENT] [COMMUNITY-TOOL] β€” An in-depth corporate case study and operational guide detailing the systematic threats of credential leakage in public and private Git environments. It highlights risk mitigation frameworks, API scanner configurations, and team hygiene rules required to prevent credential sprawl. + - [blog.gitguardian.com: Secrets in source code (episode 2/3). Why secrets' in git are such a problem](https://blog.gitguardian.com/secrets-credentials-api-git) [EN CONTENT] [COMMUNITY-TOOL] β€” This educational blog post outlines the threat vectors of hardcoded secrets in Git histories. It details the structural reasons why standard version control systems make secret revocation difficult once committed, presenting static pre-commit hooks as the primary defense. +#### Secrets Scanning + + - **(2022)** [jfrog.com: How to protect your secrets with Spectral and JFrog Pipelines](https://jfrog.com/blog) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical walk-through showing how to use Spectral in tandem with JFrog Pipelines. The tutorial focuses on identifying misplaced credentials and code misconfigurations inside continuous integration stages. #### Supply Chain Security (3) - - **(2024)** [Anchore: Secure Container Based CI/CD Workflows](https://anchore.com/cicd) [EN CONTENT] [COMMUNITY-TOOL] β€” An overview of Anchore's enterprise solutions for securing CI/CD pipelines through extensive Software Bill of Materials (SBOM) generation and continuous container inspection. It helps organizations detect upstream dependencies risk and establish a trusted supply chain. + - [Anchore: Secure Container Based CI/CD Workflows](https://anchore.com/cicd) [EN CONTENT] [COMMUNITY-TOOL] β€” An overview of Anchore's enterprise solutions for securing CI/CD pipelines through extensive Software Bill of Materials (SBOM) generation and continuous container inspection. It helps organizations detect upstream dependencies risk and establish a trusted supply chain. #### Vulnerability Scanning (1) - - **(2026)** [==trivy==](https://github.com/aquasecurity/trivy) ⭐ 35117 [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Trivy is a highly versatile security scanner that detects vulnerabilities, misconfigurations, secrets, and software licenses across container images, filesystems, and Git repositories. Designed for seamless CI/CD integration, it features rapid caching, support for multiple packaging formats, and highly precise vulnerability mapping. + - [trivy](https://github.com/aquasecurity/trivy) ⭐ 35117 [EN CONTENT] [DE FACTO STANDARD] β€” Trivy is a highly versatile security scanner that detects vulnerabilities, misconfigurations, secrets, and software licenses across container images, filesystems, and Git repositories. Designed for seamless CI/CD integration, it features rapid caching, support for multiple packaging formats, and highly precise vulnerability mapping. ### Developer Tooling (1) #### CLI Best Practices - - **(2021)** [smallstep.com: How to Handle Secrets on the Command Line 🌟](https://smallstep.com/blog/command-line-secrets) [EN CONTENT] [COMMUNITY-TOOL] β€” An operations-focused guide showing how to prevent secrets leakages through active shell history. It outlines mechanisms like environment variables, input redirection, and shell configuration settings that help keep passwords and tokens off the local disk. + - [smallstep.com: How to Handle Secrets on the Command Line 🌟](https://smallstep.com/blog/command-line-secrets) [EN CONTENT] [COMMUNITY-TOOL] β€” An operations-focused guide showing how to prevent secrets leakages through active shell history. It outlines mechanisms like environment variables, input redirection, and shell configuration settings that help keep passwords and tokens off the local disk. ### Hardening #### OS Security @@ -631,22 +646,22 @@ - **(2020)** [**redhat.com: Balancing Linux security with usability**](https://www.redhat.com/en/blog/linux-security-usability) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Discusses balancing secure Linux kernel configurations with everyday developer usability. Explores SELinux execution modes, capabilities manipulation, and baseline security standards applicable to Kubernetes node hosts. #### Threat Modeling (2) - - **(2021)** [kalilinuxtutorials.com: Deploying & Securing Kubernetes Clusters](https://kalilinuxtutorials.com/deploying-securing-kubernetes-clusters) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An actionable security guide exploring penetration testing and defense-in-depth strategies for Kubernetes. Walks through network policies, API server hardening, and pod security admission controls. + - [kalilinuxtutorials.com: Deploying & Securing Kubernetes Clusters](https://kalilinuxtutorials.com/deploying-securing-kubernetes-clusters) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An actionable security guide exploring penetration testing and defense-in-depth strategies for Kubernetes. Walks through network policies, API server hardening, and pod security admission controls. ### Identity (1) #### SSO - - **(2021)** [==github.com/goauthentik/authentik==](https://github.com/goauthentik/authentik) ⭐ 21586 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source identity infrastructure built to provide modern Single Sign-On, Multi-Factor Authentication, and fine-grained user access rules. Integrates smoothly with Kubernetes deployments via a scalable microservice design. + - [github.com/goauthentik/authentik](https://github.com/goauthentik/authentik) ⭐ 21586 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An open-source identity infrastructure built to provide modern Single Sign-On, Multi-Factor Authentication, and fine-grained user access rules. Integrates smoothly with Kubernetes deployments via a scalable microservice design. ### Industry Insights #### Surveys - - **(2021)** [devops.com: DevOps Teams Struggling to Keep Secrets](https://devops.com/devops-teams-struggling-to-keep-secrets) [EN CONTENT] [COMMUNITY-TOOL] β€” An industry survey highlighting operational struggles modern engineering teams face in managing and securing access tokens, certificates, and API keys within dynamic, rapid-delivery cycles. + - [devops.com: DevOps Teams Struggling to Keep Secrets](https://devops.com/devops-teams-struggling-to-keep-secrets) [EN CONTENT] [COMMUNITY-TOOL] β€” An industry survey highlighting operational struggles modern engineering teams face in managing and securing access tokens, certificates, and API keys within dynamic, rapid-delivery cycles. ### Industry News #### Mergers and Acquisitions - - **(2021)** [redhat.com: Red Hat to Acquire Kubernetes-Native Security Leader StackRox](https://www.redhat.com/en/about/press-releases/red-hat-acquire-kubernetes-native-security-leader-stackrox) [EN CONTENT] [COMMUNITY-TOOL] β€” Press announcement detailing Red Hat's strategic acquisition of StackRox to reinforce OpenShift's out-of-the-box Kubernetes-native security. The synthesis highlights how StackRox's shift-left capabilities were consolidated into Red Hat's container platform to address hybrid cloud supply chain concerns. + - [redhat.com: Red Hat to Acquire Kubernetes-Native Security Leader StackRox](https://www.redhat.com/en/about/press-releases/red-hat-acquire-kubernetes-native-security-leader-stackrox) [EN CONTENT] [COMMUNITY-TOOL] β€” Press announcement detailing Red Hat's strategic acquisition of StackRox to reinforce OpenShift's out-of-the-box Kubernetes-native security. The synthesis highlights how StackRox's shift-left capabilities were consolidated into Red Hat's container platform to address hybrid cloud supply chain concerns. ### Kubernetes Security (1) #### Admission Control @@ -654,96 +669,92 @@ - **(2022)** [sysdig.com: How to secure Kubernetes deployment with signature verification](https://www.sysdig.com/blog/secure-kubernetes-deployment-signature-verification) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This article demonstrates how to lock down Kubernetes deployments using automated signature checks at the admission level. It walks through configuring policy engines like Kyverno or Gatekeeper to evaluate Cosign signatures before allowing container creation. #### Best Practices (6) - - **(2024)** [==github.com/OWASP: OWASP Kubernetes Top 10 🌟==](https://github.com/OWASP/www-project-kubernetes-top-ten) ⭐ 614 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official OWASP Kubernetes Top 10 project offers a structured framework for identifying and mitigating systemic security risks in container orchestration. Drawing from live cluster exploits and hardening data, this resource details top vectors such as over-privileged containers and insecure network policies, providing standardized remediation paths. + - [github.com/OWASP: OWASP Kubernetes Top 10 🌟](https://github.com/OWASP/www-project-kubernetes-top-ten) ⭐ 614 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The official OWASP Kubernetes Top 10 project offers a structured framework for identifying and mitigating systemic security risks in container orchestration. Drawing from live cluster exploits and hardening data, this resource details top vectors such as over-privileged containers and insecure network policies, providing standardized remediation paths. #### Container Security Platforms - **(2026)** [**stackrox.com**](https://www.redhat.com/en/technologies/cloud-computing/openshift/advanced-cluster-security-kubernetes) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Red Hat Advanced Cluster Security (formerly StackRox) provides Kubernetes-native guardrails to secure application life cycles across build, deploy, and runtime phases. Operating deep within the cluster infrastructure, it leverages declarative policies to enforce network segmentation, assess vulnerability risk, and monitor active configurations. #### Policy Enforcement - - **(2024)** [Securing Kubernetes With Anchore](https://anchore.com/kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” This reference highlights Anchore's integration into Kubernetes systems to enforce compliance and vulnerability policies. It showcases the utilization of native admission controllers to intercept deployment requests and reject any images failing automated security criteria. + - [Securing Kubernetes With Anchore](https://anchore.com/kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” This reference highlights Anchore's integration into Kubernetes systems to enforce compliance and vulnerability policies. It showcases the utilization of native admission controllers to intercept deployment requests and reject any images failing automated security criteria. #### Secrets Auditing - - **(2021)** [youtube: Which of your Kubernetes Apps are accessing Secrets? 🌟](https://www.youtube.com/watch?v=6UF-QxiRGms&ab_channel=Kubevious) [EN CONTENT] [COMMUNITY-TOOL] β€” A video presentation by Kubevious demonstrating methods to trace which running containers and pods are actively requesting access to Kubernetes Secrets. It provides insight into limiting privilege blast radiuses. + - [youtube: Which of your Kubernetes Apps are accessing Secrets? 🌟](https://www.youtube.com/watch?v=6UF-QxiRGms&ab_channel=Kubevious) [EN CONTENT] [COMMUNITY-TOOL] β€” A video presentation by Kubevious demonstrating methods to trace which running containers and pods are actively requesting access to Kubernetes Secrets. It provides insight into limiting privilege blast radiuses. #### Workload Protection - - **(2022)** [itnext.io: Securing Kubernetes Workloads: A Practical Approach to Signed and Encrypted Container Images](https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-and-encrypted-container-images-ff6e98b65bcd) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep operational guide outlining how to design securely signed and encrypted workloads within multi-tenant Kubernetes systems. The post explores combining cryptographic signatures with container image encryption to block unauthorized inspection of intellectual property. -### Network Security + - [itnext.io: Securing Kubernetes Workloads: A Practical Approach to Signed' and Encrypted Container Images](https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-and-encrypted-container-images-ff6e98b65bcd) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep operational guide outlining how to design securely signed and encrypted workloads within multi-tenant Kubernetes systems. The post explores combining cryptographic signatures with container image encryption to block unauthorized inspection of intellectual property. +### Network Security (1) #### WAF - - **(2022)** [**github.com/openappsec/openappsec**](https://github.com/openappsec/openappsec) ⭐ 1624 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source, machine-learning-driven security controller securing microservice APIs and applications. Uses contextual data analysis rather than static patterns to intercept zero-day exploits and SQL injections. - - **(2021)** [thenewstack.io: WAF: Securing Applications at the Edge](https://thenewstack.io/waf-securing-applications-at-the-edge) [COMMUNITY-TOOL] β€” Outlines Web Application Firewall implementations deployed directly to edge computing nodes. Details methods for offloading SSL inspection and Layer-7 request filtering to protect origin endpoints from bad payloads. + - [thenewstack.io: WAF: Securing Applications at the Edge](https://thenewstack.io/waf-securing-applications-at-the-edge) [COMMUNITY-TOOL] β€” Outlines Web Application Firewall implementations deployed directly to edge computing nodes. Details methods for offloading SSL inspection and Layer-7 request filtering to protect origin endpoints from bad payloads. + - [github.com/openappsec/openappsec](https://github.com/openappsec/openappsec) ⭐ 1624 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An open-source, machine-learning-driven security controller securing microservice APIs and applications. Uses contextual data analysis rather than static patterns to intercept zero-day exploits and SQL injections. ### Penetration Testing #### Training - - **(2021)** [tryhackme.com: Metasploit: Introduction](https://tryhackme.com/room/metasploitintro) [COMMUNITY-TOOL] [GUIDE] β€” An interactive, hands-on instructional sandbox focused on navigating the Metasploit penetration framework. Demonstrates the lifecycle of exploit delivery, post-exploitation patterns, and payload selection. + - [tryhackme.com: Metasploit: Introduction](https://tryhackme.com/room/metasploitintro) [COMMUNITY-TOOL] [GUIDE] β€” An interactive, hands-on instructional sandbox focused on navigating the Metasploit penetration framework. Demonstrates the lifecycle of exploit delivery, post-exploitation patterns, and payload selection. ### Platform Integrations #### Application Runtime - - **(2021)** [piotrminkowski.com: Vault on Kubernetes with Spring Cloud](https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud) [COMMUNITY-TOOL] β€” Shows how to integrate a Spring Cloud application with HashiCorp Vault on a Kubernetes cluster. Details native property binding, TLS configuration, and Kubernetes-based authentication. + - [piotrminkowski.com: Vault on Kubernetes with Spring Cloud](https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud) [COMMUNITY-TOOL] β€” Shows how to integrate a Spring Cloud application with HashiCorp Vault on a Kubernetes cluster. Details native property binding, TLS configuration, and Kubernetes-based authentication. #### Deployment - - **(2021)** [testdriven.io: Running Vault and Consul on Kubernetes](https://testdriven.io/blog/running-vault-and-consul-on-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A detailed, step-by-step tutorial on bootstrapping HashiCorp Vault with a Consul storage backend inside a local Minikube cluster. Illustrates integration, authentication, and manual unsealing workflows. + - [testdriven.io: Running Vault and Consul on Kubernetes](https://testdriven.io/blog/running-vault-and-consul-on-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A detailed, step-by-step tutorial on bootstrapping HashiCorp Vault with a Consul storage backend inside a local Minikube cluster. Illustrates integration, authentication, and manual unsealing workflows. #### GitOps Encryption - - **(2022)** [jx-secret-postrenderer 🌟](https://github.com/jenkins-x-plugins/jx-secret-postrenderer) ⭐ 4 [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” A Helm post-renderer plugin developed by the Jenkins X project. Helps safely populate configurations and templates with secrets right before sending configurations to the Kubernetes API server. + - [jx-secret-postrenderer 🌟](https://github.com/jenkins-x-plugins/jx-secret-postrenderer) ⭐ 4 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A Helm post-renderer plugin developed by the Jenkins X project. Helps safely populate configurations and templates with secrets right before sending configurations to the Kubernetes API server. ### SecOps #### AI Assistants - - **(2023)** [Microsoft Security Copilot](https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft-security-copilot) [COMMUNITY-TOOL] β€” An advanced AI-powered SecOps assistant integrating large language models with enterprise threat intelligence arrays. Speeds up security response tasks by generating high-fidelity exploit mitigation playbooks. + - [Microsoft Security Copilot](https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft-security-copilot) [COMMUNITY-TOOL] β€” An advanced AI-powered SecOps assistant integrating large language models with enterprise threat intelligence arrays. Speeds up security response tasks by generating high-fidelity exploit mitigation playbooks. ### Secrets Management (5) #### Best Practices (7) - - **(2021)** [thenewstack.io: Kubernetes Secrets Management: 3 Approaches, 9 Best Practices](https://thenewstack.io/kubernetes-secrets-management-3-approaches-9-best-practices) [COMMUNITY-TOOL] β€” Synthesizes three core secrets management topologies: native Kubernetes, external vaults, and GitOps-encrypted envelopes. Provides nine actionable architectural rules, highlighting pitfalls in vanilla base64 encoded secrets. + - [thenewstack.io: Kubernetes Secrets Management: 3 Approaches, 9 Best Practices](https://thenewstack.io/kubernetes-secrets-management-3-approaches-9-best-practices) [COMMUNITY-TOOL] β€” Synthesizes three core secrets management topologies: native Kubernetes, external vaults, and GitOps-encrypted envelopes. Provides nine actionable architectural rules, highlighting pitfalls in vanilla base64 encoded secrets. #### CICD Platforms - **(2022)** [harness.io: Tutorial: How to Use the New Vault Agent Integration Method With Harness](https://www.harness.io/blog/vault-agent-secrets-management) [COMMUNITY-TOOL] β€” Demonstrates Harness platform integration with Vault Agent. Promotes secure key ingestion during automated CI/CD runs without passing plaintext environmental variables. #### CSI Drivers - - **(2024)** [**aws/secrets-store-csi-driver-provider-aws: AWS Secrets Manager and Config Provider for Secret Store CSI Driver**](https://github.com/aws/secrets-store-csi-driver-provider-aws) ⭐ 585 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official AWS Secrets Manager provider for the Kubernetes Secrets Store CSI Driver. Enables mounting secrets as files directly to Pod volumes, removing the need to store sensitive data in the etcd database. - - **(2025)** [hashicorp/vault-csi-provider: HashiCorp Vault Provider for Secrets Store CSI Driver](https://github.com/hashicorp/vault-csi-provider) ⭐ 346 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Integrates HashiCorp Vault with the Secret Store CSI Driver, allowing Pods to mount Vault secrets natively. Eliminates raw local secret storage by rendering credentials directly as memory-mapped files. - - **(2025)** [azure.github.io: Azure Key Vault Provider for Secrets Store CSI Driver](https://azure.github.io/secrets-store-csi-driver-provider-azure) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Integrates Azure Key Vault instances with AKS/Kubernetes via the standardized CSI Secrets Store Driver. Supports secure mounting, syncing as native K8s secrets, and autorotation. + - [aws/secrets-store-csi-driver-provider-aws: AWS Secrets Manager and Config' Provider for Secret Store CSI Driver](https://github.com/aws/secrets-store-csi-driver-provider-aws) ⭐ 585 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” The official AWS Secrets Manager provider for the Kubernetes Secrets Store CSI Driver. Enables mounting secrets as files directly to Pod volumes, removing the need to store sensitive data in the etcd database. + - [hashicorp/vault-csi-provider: HashiCorp Vault Provider for Secrets Store' CSI Driver](https://github.com/hashicorp/vault-csi-provider) ⭐ 346 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Integrates HashiCorp Vault with the Secret Store CSI Driver, allowing Pods to mount Vault secrets natively. Eliminates raw local secret storage by rendering credentials directly as memory-mapped files. + - [azure.github.io: Azure Key Vault Provider for Secrets Store CSI Driver](https://azure.github.io/secrets-store-csi-driver-provider-azure) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Integrates Azure Key Vault instances with AKS/Kubernetes via the standardized CSI Secrets Store Driver. Supports secure mounting, syncing as native K8s secrets, and autorotation. #### Cloud Integrations - - **(2024)** [Azure Key Vault to Kubernetes](https://github.com/SparebankenVest/azure-key-vault-to-kubernetes) ⭐ 450 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The underlying repository for the akv2k8s engine. Provides controller capabilities and Custom Resource Definitions (CRDs) like AzureKeyVaultSecret for dynamic Azure credential synchronization. - - **(2023)** [github.com/keilerkonzept/aws-secretsmanager-files](https://pkg.go.dev/github.com/keilerkonzept/aws-secretsmanager-files) ⭐ 35 [EN CONTENT] 🌟 [LEGACY] β€” A Go-based helper library designed to fetch secrets from AWS Secrets Manager and map them directly to configuration files. This library is useful for running legacy apps that expect file-based configurations inside automated cloud platforms. - - **(2022)** [kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)](https://github.com/kubeopsskills/cloud-secret-resolvers) ⭐ 35 🌟 [COMMUNITY-TOOL] β€” An open-source utility designed to resolve external cloud secrets natively into Kubernetes configurations. Simplifies secret retrieval from AWS Secrets Manager, GCP Secret Manager, and Azure Key Vault without heavy operators. - - **(2021)** [Neoteroi/essentials-configuration-keyvault](https://github.com/Neoteroi/essentials-configuration-keyvault) ⭐ 1 🌟 [COMMUNITY-TOOL] β€” A specialized package simplifying configuration ingestion from Azure Key Vault into modern Python-based applications. Standardizes secret retrieval patterns for backend frameworks. - **(2026)** [docs.microsoft.com: Azure Key Vault](https://learn.microsoft.com/en-us/azure/key-vault/general/overview) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official general overview of Microsoft Azure Key Vault. Explains management of keys, HSM secrets, certificates, and resource grouping structures inside Microsoft Azure. - - **(2024)** [akv2k8s.io: Azure Key Vault to Kubernetes akv2k8s 🌟](https://akv2k8s.io) [DOCUMENTATION] [COMMUNITY-TOOL] β€” An alternative, highly lightweight operator for syncing Azure Key Vault certificates and configurations into native Kubernetes Secrets. Promotes clean deployment patterns without mounting host path volumes. - - **(2022)** [thenewstack.io: Managing Kubernetes Secrets with AWS Secrets Manager 🌟](https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager) [COMMUNITY-TOOL] β€” Highlights workflows connecting AWS Secrets Manager endpoints directly to target EKS workloads. Compares dynamic injection models with direct SDK/API secret pulling patterns. - **(2021)** [vcloud-lab.com: Create Azure Key Vault Certificates on Azure Portal and Powershell](http://vcloud-lab.com/entries/microsoft-azure/-create-azure-key-vault-certificates-on-azure-portal-and-powershell) [COMMUNITY-TOOL] β€” Step-by-step procedural manual on generating self-signed or CA-signed certificates directly inside Azure Key Vault using both GUI and PowerShell routines. + - [github.com/keilerkonzept/aws-secretsmanager-files](https://pkg.go.dev/github.com/keilerkonzept/aws-secretsmanager-files) ⭐ 35 [EN CONTENT] [LEGACY] β€” A Go-based helper library designed to fetch secrets from AWS Secrets Manager and map them directly to configuration files. This library is useful for running legacy apps that expect file-based configurations inside automated cloud platforms. + - [kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)](https://github.com/kubeopsskills/cloud-secret-resolvers) ⭐ 35 [COMMUNITY-TOOL] β€” An open-source utility designed to resolve external cloud secrets natively into Kubernetes configurations. Simplifies secret retrieval from AWS Secrets Manager, GCP Secret Manager, and Azure Key Vault without heavy operators. + - [akv2k8s.io: Azure Key Vault to Kubernetes akv2k8s 🌟](https://akv2k8s.io) [DOCUMENTATION] [COMMUNITY-TOOL] β€” An alternative, highly lightweight operator for syncing Azure Key Vault certificates and configurations into native Kubernetes Secrets. Promotes clean deployment patterns without mounting host path volumes. + - [Azure Key Vault to Kubernetes](https://github.com/SparebankenVest/azure-key-vault-to-kubernetes) ⭐ 450 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The underlying repository for the akv2k8s engine. Provides controller capabilities and Custom Resource Definitions (CRDs) like AzureKeyVaultSecret for dynamic Azure credential synchronization. + - [Neoteroi/essentials-configuration-keyvault](https://github.com/Neoteroi/essentials-configuration-keyvault) ⭐ 1 [COMMUNITY-TOOL] β€” A specialized package simplifying configuration ingestion from Azure Key Vault into modern Python-based applications. Standardizes secret retrieval patterns for backend frameworks. + - [thenewstack.io: Managing Kubernetes Secrets with AWS Secrets Manager 🌟](https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager) [COMMUNITY-TOOL] β€” Highlights workflows connecting AWS Secrets Manager endpoints directly to target EKS workloads. Compares dynamic injection models with direct SDK/API secret pulling patterns. #### Community - - **(2021)** [blog.container-solutions.com: The Birth of the External Secrets Community](https://blog.container-solutions.com/the-birth-of-the-external-secrets-community) [COMMUNITY-TOOL] β€” Chronicling the merger of GoDaddy's External Secrets and other community efforts into the unified External Secrets Operator (ESO). Explains how collaboration established standard API definitions. + - [blog.container-solutions.com: The Birth of the External Secrets Community](https://blog.container-solutions.com/the-birth-of-the-external-secrets-community) [COMMUNITY-TOOL] β€” Chronicling the merger of GoDaddy's External Secrets and other community efforts into the unified External Secrets Operator (ESO). Explains how collaboration established standard API definitions. #### Deployment (1) - - **(2023)** [devopscube.com: How to Setup Vault in Kubernetes- Beginners Tutorial 🌟](https://devopscube.com/vault-in-kubernetes) [COMMUNITY-TOOL] β€” An excellent tutorial detailing how to deploy Vault via Helm in Kubernetes. Guides readers through installing, initializing, unsealing, and setting up the vault-k8s agent injector. + - [devopscube.com: How to Setup Vault in Kubernetes- Beginners Tutorial 🌟](https://devopscube.com/vault-in-kubernetes) [COMMUNITY-TOOL] β€” An excellent tutorial detailing how to deploy Vault via Helm in Kubernetes. Guides readers through installing, initializing, unsealing, and setting up the vault-k8s agent injector. #### DevOps Pipelines - - **(2021)** [thenewstack.io: Managing Secrets in Your DevOps Pipeline](https://thenewstack.io/managing-secrets-in-your-devops-pipeline) [COMMUNITY-TOOL] β€” Comprehensive overview of managing sensitive credentials across CI and CD environments. Discusses dynamic secrets generation, rotation, and pipeline isolation techniques to limit exposure vectors. + - [thenewstack.io: Managing Secrets in Your DevOps Pipeline](https://thenewstack.io/managing-secrets-in-your-devops-pipeline) [COMMUNITY-TOOL] β€” Comprehensive overview of managing sensitive credentials across CI and CD environments. Discusses dynamic secrets generation, rotation, and pipeline isolation techniques to limit exposure vectors. #### Education and Testing - - **(2023)** [commjoen/wrongsecrets: OWASP WrongSecrets](https://github.com/commjoen/wrongsecrets) [COMMUNITY-TOOL] β€” An interactive, educational OWASP project featuring structured exercises to learn how not to handle secrets. Helps engineers understand various secret leakage scenarios in containerized environments and CI/CD pipelines. -#### Enterprise Platforms - - - **(2022)** [ansible.com: Simplifying secrets management with CyberArk and Red Hat Ansible Automation Platform](https://www.redhat.com/en/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform) [COMMUNITY-TOOL] β€” Demonstrates how Ansible Playbooks natively resolve access tokens and host credentials dynamically from CyberArk Conjur Secrets Manager, preventing configuration leakage. - - **(2022)** [ansible.com: Automating Security with CyberArk and Red Hat Ansible Automation Platform](https://www.redhat.com/en/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform) [COMMUNITY-TOOL] β€” Deep-dive on workflow security, combining CyberArk vaulting features with Ansible infrastructure orchestration. Addresses regulatory and internal auditing requirements for credential cycles. + - [commjoen/wrongsecrets: OWASP WrongSecrets](https://github.com/commjoen/wrongsecrets) [COMMUNITY-TOOL] β€” An interactive, educational OWASP project featuring structured exercises to learn how not to handle secrets. Helps engineers understand various secret leakage scenarios in containerized environments and CI/CD pipelines. #### Git-Level Security - - **(2020)** [git-cipher](https://github.com/wincent/git-cipher) ⭐ 90 [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” An older tool designed to transparently encrypt files inside Git repositories. Mostly superceded by modern cloud secret providers and SOPS, but serves as a foundational reference for git-filter mechanics. - - **(2023)** [git-secret.io](https://git-secret.io) [DOCUMENTATION] [COMMUNITY-TOOL] β€” A bash tool to store private files in a Git repository using GPG encryption. Only trusted users with active public keys can decrypt the files, keeping config files safe yet centralized. - - **(2022)** [developers.redhat.com: Protect secrets in Git with the clean/smudge filter](https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An architectural guide demonstrating how to use Git clean and smudge filters to automatically encrypt files before committing and decrypt them on checkout. Avoids hardcoding credentials in repositories by relying on local workstation setups. + - [developers.redhat.com: Protect secrets in Git with the clean/smudge filter](https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An architectural guide demonstrating how to use Git clean and smudge filters to automatically encrypt files before committing and decrypt them on checkout. Avoids hardcoding credentials in repositories by relying on local workstation setups. + - [git-secret.io](https://git-secret.io) [DOCUMENTATION] [COMMUNITY-TOOL] β€” A bash tool to store private files in a Git repository using GPG encryption. Only trusted users with active public keys can decrypt the files, keeping config files safe yet centralized. + - [git-cipher](https://github.com/wincent/git-cipher) ⭐ 90 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An older tool designed to transparently encrypt files inside Git repositories. Mostly superceded by modern cloud secret providers and SOPS, but serves as a foundational reference for git-filter mechanics. #### GitOps Encryption (1) - - **(2022)** [thorsten-hans.com: Encrypt your Kubernetes Secrets with Mozilla SOPS](https://www.thorsten-hans.com/encrypt-your-kubernetes-secrets-with-mozilla-sops) [COMMUNITY-TOOL] β€” A practical guide to securing GitOps pipelines by encrypting Kubernetes Secrets with Mozilla SOPS. Focuses on integrating Age or GPG keys to keep raw secrets out of Git while keeping deployment automation intact. - - **(2021)** [dev.to: Manage your secrets in Git with SOPS for Kubernetes 🌟](https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57me) [COMMUNITY-TOOL] β€” Explores GitOps practices with Mozilla SOPS, integrating decryption directly into ArgoCD and Flux deployments. Ensures security while tracking configuration changes inside VCS. - **(2021)** [GitOps secret management with bitnami-labs Sealed Secret and GoDaddy Kubernetes External Secrets 🌟](https://www.redhat.com/en/blog/gitops-secret-management) [COMMUNITY-TOOL] β€” Compares two distinct GitOps approaches: Sealed Secrets (one-way asymmetric client-side encryption) and External Secrets (pulling secrets dynamically via controller from central cloud key managers). - - **(2021)** [aws.amazon.com: Managing secrets deployment in Kubernetes using Sealed Secrets 🌟](https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernetes-using-sealed-secrets) [COMMUNITY-TOOL] β€” AWS native deployment guide showing how to deploy Bitnami Sealed Secrets controller on Amazon EKS. Validates how keys are managed safely by the on-cluster operator. + - [thorsten-hans.com: Encrypt your Kubernetes Secrets with Mozilla SOPS](https://www.thorsten-hans.com/encrypt-your-kubernetes-secrets-with-mozilla-sops) [COMMUNITY-TOOL] β€” A practical guide to securing GitOps pipelines by encrypting Kubernetes Secrets with Mozilla SOPS. Focuses on integrating Age or GPG keys to keep raw secrets out of Git while keeping deployment automation intact. + - [dev.to: Manage your secrets in Git with SOPS for Kubernetes 🌟](https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57me) [COMMUNITY-TOOL] β€” Explores GitOps practices with Mozilla SOPS, integrating decryption directly into ArgoCD and Flux deployments. Ensures security while tracking configuration changes inside VCS. + - [aws.amazon.com: Managing secrets deployment in Kubernetes using Sealed Secrets' 🌟](https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernetes-using-sealed-secrets) [COMMUNITY-TOOL] β€” AWS native deployment guide showing how to deploy Bitnami Sealed Secrets controller on Amazon EKS. Validates how keys are managed safely by the on-cluster operator. #### GitOps Secrets - **(2026)** [==sops: Simple and flexible tool for managing secrets 🌟==](https://github.com/getsops/sops) ⭐ 21861 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” SOPS is an editor of encrypted files that supports YAML, JSON, ENV, INI and BINARY formats, encrypting with AWS KMS, GCP KMS, Azure Key Vault, HashiCorp Vault, age, and PGP. Widely integrated in GitOps workflows, it allows versioning encrypted configuration files without exposing secret data. @@ -752,32 +763,33 @@ - **(2021)** [techcommunity.microsoft.com: In preview: Azure Key Vault secrets provider extension for Arc enabled Kubernetes clusters](https://techcommunity.microsoft.com/blog/azurearcblog/in-preview-azure-key-vault-secrets-provider-extension-for-arc-enabled-kubernetes/3002160) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details the expansion of Azure Key Vault capabilities to edge and multi-cloud nodes using Azure Arc-enabled Kubernetes clusters. Offers uniform cloud security controls outside standard Azure datacenters. #### Injection - - **(2023)** [devopscube.com: Vault Agent Injector Tutorial: Inject Secrets to Pods Using Vault Agent](https://devopscube.com/vault-agent-injector-tutorial) [COMMUNITY-TOOL] β€” In-depth guide showing how to use the Vault Agent Injector service. Explains how mutations based on Pod annotations auto-populate secrets into dynamic system volumes, minimizing application-level logic modifications. - - **(2022)** [alexandre-vazquez.com: How To Inject Secrets in Pods To Improve Security with Hashicorp Vault in 5 Minutes 🌟](https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault) [COMMUNITY-TOOL] β€” A quick-start configuration tutorial for implementing vault-agent sidecar injection in under 5 minutes. Simplifies standard documentation into a practical, actionable snippet guide. - - **(2021)** [itnext.io: Secrets injection at runtime from external Vault into Kubernetes β€” POC](https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a52c8cf5cb) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical proof-of-concept for dynamic runtime injection utilizing external Vault endpoints. Bypasses Kubernetes native secrets store entirely to reduce security exposures. + - [devopscube.com: Vault Agent Injector Tutorial: Inject Secrets to Pods Using' Vault Agent](https://devopscube.com/vault-agent-injector-tutorial) [COMMUNITY-TOOL] β€” In-depth guide showing how to use the Vault Agent Injector service. Explains how mutations based on Pod annotations auto-populate secrets into dynamic system volumes, minimizing application-level logic modifications. + - [alexandre-vazquez.com: How To Inject Secrets in Pods To Improve Security' with Hashicorp Vault in 5 Minutes 🌟](https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault) [COMMUNITY-TOOL] β€” A quick-start configuration tutorial for implementing vault-agent sidecar injection in under 5 minutes. Simplifies standard documentation into a practical, actionable snippet guide. + - [itnext.io: Secrets injection at runtime from external Vault into Kubernetes' β€” POC](https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a52c8cf5cb) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical proof-of-concept for dynamic runtime injection utilizing external Vault endpoints. Bypasses Kubernetes native secrets store entirely to reduce security exposures. + - [K8s Vault Webhook 🌟](https://ot-container-kit.github.io/k8s-vault-webhook) [DOCUMENTATION] [COMMUNITY-TOOL] β€” An admission webhook targeting automated HashiCorp Vault secrets injection inside pod templates. Replaces the necessity for heavy sidecar container orchestration inside lightweight pods. #### Introduction - - **(2021)** [digitalvarys.com: Simple Introduction to HashiCorp Vault](https://digitalvarys.com/simple-introduction-to-hashicorp-vault) [COMMUNITY-TOOL] β€” A simplified, beginner-friendly walkthrough of Vault core terms, architecture, and deployment principles. Covers seal and unseal mechanics, storage backends, and simple key-value reading. + - [digitalvarys.com: Simple Introduction to HashiCorp Vault](https://digitalvarys.com/simple-introduction-to-hashicorp-vault) [COMMUNITY-TOOL] β€” A simplified, beginner-friendly walkthrough of Vault core terms, architecture, and deployment principles. Covers seal and unseal mechanics, storage backends, and simple key-value reading. #### Kubernetes CSI - - **(2026)** [**GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: Google Secret Manager Provider for Secret Store CSI Driver**](https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp) ⭐ 266 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The Google Secret Manager provider for the Secrets Store CSI Driver allows mounting secrets stored in GCP Secret Manager directly into Kubernetes Pods as volumes. By utilizing CSI mounts, applications can access keys natively without needing direct API client dependencies. + - [GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: Google Secret' Manager Provider for Secret Store CSI Driver](https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp) ⭐ 266 [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” The Google Secret Manager provider for the Secrets Store CSI Driver allows mounting secrets stored in GCP Secret Manager directly into Kubernetes Pods as volumes. By utilizing CSI mounts, applications can access keys natively without needing direct API client dependencies. #### Kubernetes Integrations - - **(2022)** [jenkins-x/gsm-controller](https://github.com/jenkins-x/gsm-controller) ⭐ 25 [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” The Google Secret Manager (GSM) controller for Jenkins X automates sync operations from Google Cloud secret stores down to Kubernetes native Secrets. Under MVQ parameters, it represents a stable, community-maintained tool for Google Cloud deployments. + - [jenkins-x/gsm-controller](https://github.com/jenkins-x/gsm-controller) ⭐ 25 [EN CONTENT] [COMMUNITY-TOOL] β€” The Google Secret Manager (GSM) controller for Jenkins X automates sync operations from Google Cloud secret stores down to Kubernetes native Secrets. Under MVQ parameters, it represents a stable, community-maintained tool for Google Cloud deployments. #### Observability - - **(2020)** [datadoghq.com: Monitor HashiCorp Vault metrics and logs](https://www.datadoghq.com/blog/monitor-vault-metrics-and-logs) [COMMUNITY-TOOL] β€” Technical article detailing key performance indicators, unseal latency, policy failures, and performance metrics for HashiCorp Vault monitoring. Focuses on setting up proactive alerts via Datadog integration. + - [datadoghq.com: Monitor HashiCorp Vault metrics and logs](https://www.datadoghq.com/blog/monitor-vault-metrics-and-logs) [COMMUNITY-TOOL] β€” Technical article detailing key performance indicators, unseal latency, policy failures, and performance metrics for HashiCorp Vault monitoring. Focuses on setting up proactive alerts via Datadog integration. #### Platform Integrations (1) - - **(2026)** [==hashicorp/vault==](https://github.com/hashicorp/vault) ⭐ 35647 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The industry-standard secrets engine for modern cloud infrastructure. Provides secure storage, dynamic secrets generation, detailed audit logs, and lease-based secret revocation across distributed environments. - **(2026)** [vaultproject.io](https://developer.hashicorp.com/vault) [DOCUMENTATION] [COMMUNITY-TOOL] β€” The unified documentation portal for HashiCorp Vault. Serves as the authoritative source for deployment guides, architectural blueprints, and dynamic secrets configuration. - - **(2026)** [conjur.org](https://www.conjur.org) [DOCUMENTATION] [COMMUNITY-TOOL] β€” The home portal of Conjur Open Source. Provides identity-based authorization, secrets management, and detailed audit trials for cloud-native systems, containers, and pipelines. - - **(2021)** [confluent.io: How to Manage Secrets for Confluent with Kubernetes and HashiCorp Vault](https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical case study on leveraging Vault to manage access credentials, TLS certificates, and API keys within Confluent Platform on Kubernetes. Mitigates human error during key rotations. - - **(2021)** [thenewstack.io: HashiCorp Releases HCP Vault to Combat β€˜Secrets Management’ Fatigue](https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-management-fatigue) [COMMUNITY-TOOL] β€” Analyzes the rollout of HashiCorp Cloud Platform (HCP) Vault. Discusses how managed Vault mitigates operationally intensive cluster setup, maintenance, and compliance tasks for enterprise infrastructure. - - **(2021)** [infracloud.io: Securing Kubernetes Secrets with Conjur 🌟](https://www.infracloud.io/blogs/securing-kubernetes-secrets-conjur) [COMMUNITY-TOOL] β€” Technical breakdown of installing CyberArk Conjur into a K8s namespace and fetching values securely within target applications. Discusses identity bootstrapping. + - [hashicorp/vault](https://github.com/hashicorp/vault) ⭐ 35647 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The industry-standard secrets engine for modern cloud infrastructure. Provides secure storage, dynamic secrets generation, detailed audit logs, and lease-based secret revocation across distributed environments. + - [confluent.io: How to Manage Secrets for Confluent with Kubernetes and HashiCorp' Vault](https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical case study on leveraging Vault to manage access credentials, TLS certificates, and API keys within Confluent Platform on Kubernetes. Mitigates human error during key rotations. + - [thenewstack.io: HashiCorp Releases HCP Vault to Combat β€˜Secrets Management’' Fatigue](https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-management-fatigue) [COMMUNITY-TOOL] β€” Analyzes the rollout of HashiCorp Cloud Platform (HCP) Vault. Discusses how managed Vault mitigates operationally intensive cluster setup, maintenance, and compliance tasks for enterprise infrastructure. + - [conjur.org](https://www.conjur.org) [DOCUMENTATION] [COMMUNITY-TOOL] β€” The home portal of Conjur Open Source. Provides identity-based authorization, secrets management, and detailed audit trials for cloud-native systems, containers, and pipelines. + - [infracloud.io: Securing Kubernetes Secrets with Conjur 🌟](https://www.infracloud.io/blogs/securing-kubernetes-secrets-conjur) [COMMUNITY-TOOL] β€” Technical breakdown of installing CyberArk Conjur into a K8s namespace and fetching values securely within target applications. Discusses identity bootstrapping. #### Serverless Integration - - **(2020)** [github.com/kelseyhightower: Serverless Vault with Cloud Run](https://github.com/kelseyhightower/serverless-vault-with-cloud-run) ⭐ 407 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Architectural blueprint showing how to deploy HashiCorp Vault on Google Cloud Run serverless container environment. Highlights dynamic storage backends and minimal operational overhead. + - [github.com/kelseyhightower: Serverless Vault with Cloud Run](https://github.com/kelseyhightower/serverless-vault-with-cloud-run) ⭐ 407 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural blueprint showing how to deploy HashiCorp Vault on Google Cloud Run serverless container environment. Highlights dynamic storage backends and minimal operational overhead. #### Tooling (1) - **(2021)** [fpcomplete.com: Announcing Amber, encrypted secrets management](https://academy.fpblock.com/blog/announcing-amber-ci-secret-tool) [EN CONTENT] [COMMUNITY-TOOL] β€” An announcement introducing Amber, a secure secret manager for CI environments designed to compile, encrypt, and execute pipelines without exposing plain-text keys, serving as a lightweight utility for build jobs. @@ -785,72 +797,72 @@ #### Dependency Analysis (1) - - **(2022)** [socket.dev: Introducing Socket](https://socket.dev/blog/introducing-socket) [COMMUNITY-TOOL] β€” An architectural introduction to Socket's active package monitoring system. Evaluates structural anomalies in dependencies by tracing suspicious network calls, API system changes, and permission escalations. + - [socket.dev: Introducing Socket](https://socket.dev/blog/introducing-socket) [COMMUNITY-TOOL] β€” An architectural introduction to Socket's active package monitoring system. Evaluates structural anomalies in dependencies by tracing suspicious network calls, API system changes, and permission escalations. #### Open Source Policy - - **(2022)** [zdnet.com: Log4j: Google and IBM call for list of critical open source projects](https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-list-of-critical-open-source-projects) [COMMUNITY-TOOL] β€” Discusses high-level strategies initiated by Google and IBM to identify and secure critical open-source software structures. Explores how public-private partnerships aim to fortify base infrastructure projects globally. + - [zdnet.com: Log4j: Google and IBM call for list of critical open source projects](https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-list-of-critical-open-source-projects) [COMMUNITY-TOOL] β€” Discusses high-level strategies initiated by Google and IBM to identify and secure critical open-source software structures. Explores how public-private partnerships aim to fortify base infrastructure projects globally. #### Static Analysis (2) - - **(2021)** [zdnet.com: Google releases new open-source security software program: Scorecards](https://www.zdnet.com/article/google-releases-new-open-source-security-software-program-scorecards) [COMMUNITY-TOOL] β€” Explains Google's OpenSSF Scorecards initiative, which automates architectural reviews of open-source projects. Focuses on critical security vectors such as branch protections, signed commits, and dependency scanning. + - [zdnet.com: Google releases new open-source security software program: Scorecards](https://www.zdnet.com/article/google-releases-new-open-source-security-software-program-scorecards) [COMMUNITY-TOOL] β€” Explains Google's OpenSSF Scorecards initiative, which automates architectural reviews of open-source projects. Focuses on critical security vectors such as branch protections, signed commits, and dependency scanning. ### Supply Chain Security (4) #### Content Trust - - **(2022)** [Notary](https://github.com/notaryproject/notary) ⭐ 3289 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Notary is an implementation of The Update Framework (TUF) that allows developers to sign and verify container images, establishing cryptographic content trust. Under MVQ rules, Notary is categorized as legacy as the industry has largely shifted towards Sigstore Cosign for standard OCI signing workflows. - - **(2021)** [infracloud.io: Enforcing Image Trust on Docker Containers using Notary](https://www.infracloud.io/blogs/enforcing-image-trust-docker-containers-notary) [EN CONTENT] [COMMUNITY-TOOL] β€” A detailed engineering walkthrough illustrating the configuration of Docker Content Trust using Notary. It reviews the lifecycle of cryptographic signing keys and guides the operator on setting up environment variables to block untrusted container runtimes. + - [Notary](https://github.com/notaryproject/notary) ⭐ 3289 [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Notary is an implementation of The Update Framework (TUF) that allows developers to sign and verify container images, establishing cryptographic content trust. Under MVQ rules, Notary is categorized as legacy as the industry has largely shifted towards Sigstore Cosign for standard OCI signing workflows. + - [infracloud.io: Enforcing Image Trust on Docker Containers using Notary](https://www.infracloud.io/blogs/enforcing-image-trust-docker-containers-notary) [EN CONTENT] [COMMUNITY-TOOL] β€” A detailed engineering walkthrough illustrating the configuration of Docker Content Trust using Notary. It reviews the lifecycle of cryptographic signing keys and guides the operator on setting up environment variables to block untrusted container runtimes. #### Demos - - **(2022)** [chrisns/cosign-keyless-demo: Cosign Keyless GitHub Action Demo](https://github.com/chrisns/cosign-keyless-demo) ⭐ 14 [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” A practical hands-on demonstration repository showing how to run keyless container image signing inside GitHub Actions with Cosign. The template provides a reference implementation for leveraging GitHub’s temporary identity token infrastructure. + - [chrisns/cosign-keyless-demo: Cosign Keyless GitHub Action Demo](https://github.com/chrisns/cosign-keyless-demo) ⭐ 14 [EN CONTENT] [COMMUNITY-TOOL] β€” A practical hands-on demonstration repository showing how to run keyless container image signing inside GitHub Actions with Cosign. The template provides a reference implementation for leveraging GitHub’s temporary identity token infrastructure. #### Image Hardening - - **(2022)** [infracloud.io: How to Secure Containers with Cosign and Distroless Images](https://www.infracloud.io/blogs/secure-containers-cosign-distroless-images) [EN CONTENT] [COMMUNITY-TOOL] β€” This architectural guide demonstrates combining Cosign signature verification with Google's Distroless container images. By eliminating the shell and package manager from the container, and signing the final OCI build, teams dramatically reduce their exploit surface. + - [infracloud.io: How to Secure Containers with Cosign and Distroless Images](https://www.infracloud.io/blogs/secure-containers-cosign-distroless-images) [EN CONTENT] [COMMUNITY-TOOL] β€” This architectural guide demonstrates combining Cosign signature verification with Google's Distroless container images. By eliminating the shell and package manager from the container, and signing the final OCI build, teams dramatically reduce their exploit surface. #### Image Signing (1) - - **(2026)** [==Cosign: Container Signing==](https://github.com/sigstore/cosign) ⭐ 5941 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Cosign simplifies the process of signing and verifying OCI artifacts like container images and SBOMs. As the cornerstone of the Sigstore project, it supports hardware tokens, keyless signing using OpenID Connect, and seamless integration with Kubernetes admission controllers. + - [Cosign: Container Signing](https://github.com/sigstore/cosign) ⭐ 5941 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Cosign simplifies the process of signing and verifying OCI artifacts like container images and SBOMs. As the cornerstone of the Sigstore project, it supports hardware tokens, keyless signing using OpenID Connect, and seamless integration with Kubernetes admission controllers. ### Threat Intelligence #### Attack Vectors (2) - - **(2021)** [it.slashdot.org: And the Top Source of Critical Security Threats Is...PowerShell](https://it.slashdot.org/story/21/05/22/041242/and-the-top-source-of-critical-security-threats-ispowershell) [COMMUNITY-TOOL] β€” Analyzes the rise of fileless malware execution leveraging administrative tooling such as PowerShell. Focuses on balancing deep system access capabilities with strict runtime logging and script block execution audits. + - [it.slashdot.org: And the Top Source of Critical Security Threats Is...PowerShell](https://it.slashdot.org/story/21/05/22/041242/and-the-top-source-of-critical-security-threats-ispowershell) [COMMUNITY-TOOL] β€” Analyzes the rise of fileless malware execution leveraging administrative tooling such as PowerShell. Focuses on balancing deep system access capabilities with strict runtime logging and script block execution audits. #### Log4j - - **(2022)** [thehackernews.com: Microsoft Warns of Continued Attacks Exploiting Apache Log4j Vulnerabilities](https://thehackernews.com/2022/01/microsoft-warns-of-continued-attacks.html) [LEGACY] β€” Aggregates threat intelligence logs detailing the sustained exploitation profiles targeting unpatched enterprise applications. Highlights why legacy architectural paths remain active targets years after patch releases. + - [thehackernews.com: Microsoft Warns of Continued Attacks Exploiting Apache' Log4j Vulnerabilities](https://thehackernews.com/2022/01/microsoft-warns-of-continued-attacks.html) [LEGACY] β€” Aggregates threat intelligence logs detailing the sustained exploitation profiles targeting unpatched enterprise applications. Highlights why legacy architectural paths remain active targets years after patch releases. ### Vulnerability Management (3) #### Analysis (1) - **(2021)** [cyberscoop.com: The Log4j flaw is the latest reminder that quick security fixes are easier said than done](https://cyberscoop.com/log4j-hack-security-update-ransomware) [COMMUNITY-TOOL] β€” Analyses the operational friction organizations face when executing rapid security updates on complex dependency trees. Examines how systemic patching bottlenecks expose critical industrial infrastructures to immediate weaponization. - - **(2021)** [thenewstack.io: Yet Another Log4j Security Problem Appears](https://thenewstack.io/yet-another-log4j-security-problem-appears) [COMMUNITY-TOOL] β€” Tracks the rapid evolution of secondary Log4j exploits discovered following initial mitigation attempts. Offers deep technical explanations detailing nested directory expansions and secondary Denial of Service vectors. + - [thenewstack.io: Yet Another Log4j Security Problem Appears](https://thenewstack.io/yet-another-log4j-security-problem-appears) [COMMUNITY-TOOL] β€” Tracks the rapid evolution of secondary Log4j exploits discovered following initial mitigation attempts. Offers deep technical explanations detailing nested directory expansions and secondary Denial of Service vectors. #### Case Studies - - **(2021)** [vpnranks.com: Belgian Defense Ministry Under Cyber Attack Due to Log4j Vulnerability](https://www.vpnranks.com/news/belgian-defense-ministry-under-cyber-attack-due-to-log4j-vulnerability) [COMMUNITY-TOOL] β€” A real-world incident log charting the cyberattack on the Belgian Defense Ministry that leveraged the Log4j vulnerability. Highlights the national security risks of unmonitored open-source components in public-sector architectures. + - [vpnranks.com: Belgian Defense Ministry Under Cyber Attack Due to Log4j Vulnerability](https://www.vpnranks.com/news/belgian-defense-ministry-under-cyber-attack-due-to-log4j-vulnerability) [COMMUNITY-TOOL] β€” A real-world incident log charting the cyberattack on the Belgian Defense Ministry that leveraged the Log4j vulnerability. Highlights the national security risks of unmonitored open-source components in public-sector architectures. #### Detection Tools - - **(2022)** [**google/log4jscanner**](https://github.com/google/log4jscanner) ⭐ 1564 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Google's high-speed Go-based utility developed to walk directory structures and unpack Java archives to scan for vulnerable class signatures. Provides deep offline validation capabilities for local build artifacts. - - **(2021)** [cisagov/log4j-scanner](https://github.com/cisagov/log4j-scanner) 🌟🌟🌟 [COMMUNITY-TOOL] β€” CISA's open-source scanning tool utilizing targeted callback triggers to scan networks for systems vulnerable to Log4j exploits. Serves as a vital asset for federal and enterprise security auditing runs. - - **(2021)** [Maelstromage/Log4jSherlock](https://github.com/Maelstromage/Log4jSherlock) ⭐ 108 🌟 [COMMUNITY-TOOL] β€” A Python-based utility script designed to scan compiled archives (JAR, WAR, EAR) for compromised class files related to the Log4j CVEs. While useful for offline forensic evaluations, low community activity renders this a secondary security artifact. + - [Maelstromage/Log4jSherlock](https://github.com/Maelstromage/Log4jSherlock) ⭐ 108 [COMMUNITY-TOOL] β€” A Python-based utility script designed to scan compiled archives (JAR, WAR, EAR) for compromised class files related to the Log4j CVEs. While useful for offline forensic evaluations, low community activity renders this a secondary security artifact. + - [cisagov/log4j-scanner](https://github.com/cisagov/log4j-scanner) [COMMUNITY-TOOL] β€” CISA's open-source scanning tool utilizing targeted callback triggers to scan networks for systems vulnerable to Log4j exploits. Serves as a vital asset for federal and enterprise security auditing runs. + - [google/log4jscanner](https://github.com/google/log4jscanner) ⭐ 1564 [ENTERPRISE-STABLE] β€” Google's high-speed Go-based utility developed to walk directory structures and unpack Java archives to scan for vulnerable class signatures. Provides deep offline validation capabilities for local build artifacts. #### Log4Shell (1) - **(2021)** [dynatrace.com: Log4Shell vulnerability](https://www.dynatrace.com/news/tag/log4shell) 🌟🌟 [COMMUNITY-TOOL] β€” An enterprise observability analysis detailing strategies for runtime Log4Shell discovery. Focuses on leveraging automated deep application instrumentation and runtime self-protection mechanisms to intercept JNDI lookup payloads at the edge before backend execution. #### Network Scanning - - **(2021)** [therecord.media: UK government plans to release Nmap scripts for finding vulnerabilities](https://therecord.media/uk-government-plans-to-release-nmap-scripts-for-finding-vulnerabilities) [COMMUNITY-TOOL] β€” Covers the UK National Cyber Security Centre's active release of public vulnerability detection scripts using the Nmap framework. Aims to empower public systems with uniform network visibility scans. + - [therecord.media: UK government plans to release Nmap scripts for finding' vulnerabilities](https://therecord.media/uk-government-plans-to-release-nmap-scripts-for-finding-vulnerabilities) [COMMUNITY-TOOL] β€” Covers the UK National Cyber Security Centre's active release of public vulnerability detection scripts using the Nmap framework. Aims to empower public systems with uniform network visibility scans. #### Observability (1) - - **(2021)** [dynatrace.com: Log4Shell vulnerability discovery and mitigation require automatic and intelligent observability](https://www.dynatrace.com/news/blog/log4shell-vulnerability-discovery-and-mitigation) [COMMUNITY-TOOL] β€” Explains how intelligent, AI-driven observability frameworks dynamically trace Log4j runtime instances across multi-cloud topologies. Demonstrates auto-detection mechanisms that flag vulnerable paths without requiring code redeployments. + - [dynatrace.com: Log4Shell vulnerability discovery and mitigation require' automatic and intelligent observability](https://www.dynatrace.com/news/blog/log4shell-vulnerability-discovery-and-mitigation) [COMMUNITY-TOOL] β€” Explains how intelligent, AI-driven observability frameworks dynamically trace Log4j runtime instances across multi-cloud topologies. Demonstrates auto-detection mechanisms that flag vulnerable paths without requiring code redeployments. ### Zero Trust Architecture #### Concepts - - **(2022)** [thenewstack.io: Reasons to Implement HashiCorp Vault and Other Zero Trust Tools](https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust-tools) [COMMUNITY-TOOL] β€” Explores Zero Trust infrastructure fundamentals using HashiCorp Vault and Consul. Explains the shift from network-perimeter defense to identity-based application authentication and continuous validation. + - [thenewstack.io: Reasons to Implement HashiCorp Vault and Other Zero Trust' Tools](https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust-tools) [COMMUNITY-TOOL] β€” Explores Zero Trust infrastructure fundamentals using HashiCorp Vault and Consul. Explains the shift from network-perimeter defense to identity-based application authentication and continuous validation. ## Security Operations ### SOAR and Automation #### Low-Code Platforms - - **(2021)** [torq.io: 5 Security Automation Examples for Non-Developers](https://torq.io/blog/5-security-automation-examples-for-non-developers) 🌟 [COMMUNITY-TOOL] β€” Provides five actionable automation playbooks for SecOps teams to streamline alert triage and response actions. Contrast: Curator Insight presents low-code solutions for non-developers, while Live Grounding shows that automating through structured JSON endpoints and centralized notification platforms is key to keeping MTTR minimal. Practical operational guide. + - [torq.io: 5 Security Automation Examples for Non-Developers](https://torq.io/blog/5-security-automation-examples-for-non-developers) [COMMUNITY-TOOL] β€” Provides five actionable automation playbooks for SecOps teams to streamline alert triage and response actions. Contrast: Curator Insight presents low-code solutions for non-developers, while Live Grounding shows that automating through structured JSON endpoints and centralized notification platforms is key to keeping MTTR minimal. Practical operational guide. --- -πŸ’‘ **Explore Related:** [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) | [Kubernetes Security](./kubernetes-security.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/digital-money.md b/v2-docs/digital-money.md new file mode 100644 index 00000000..b21b8478 --- /dev/null +++ b/v2-docs/digital-money.md @@ -0,0 +1,13 @@ +# Digital Money + +!!! info "Architectural Context" + Detailed reference for Digital Money in the context of Career & Industry. + +## Standard Reference + + - [Tether (USDt)](https://tether.to) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) | [Elearning](./elearning.md) + diff --git a/v2-docs/digitalocean.md b/v2-docs/digitalocean.md index 4bd271a7..0ef0a1e8 100644 --- a/v2-docs/digitalocean.md +++ b/v2-docs/digitalocean.md @@ -3,13 +3,22 @@ !!! info "Architectural Context" Detailed reference for Digitalocean in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [Digital Ocean](https://www.digitalocean.com) [COMMUNITY-TOOL] + - [Digital Ocean Kubernetes (DOKS)](https://www.digitalocean.com/products/kubernetes) [COMMUNITY-TOOL] + - [try.digitalocean.com/cloudplex](https://try.digitalocean.com/cloudplex) [COMMUNITY-TOOL] + - [Community Tools 🌟](https://www.digitalocean.com/community/tools) [COMMUNITY-TOOL] + - [App Platform - Digital Ocean PaaS](https://try.digitalocean.com/app-platform) [COMMUNITY-TOOL] + - [thenewstack.io: DigitalOcean App Platform Eases Kubernetes Deployments for' Developers](https://thenewstack.io/digitalocean-app-platform-eases-kubernetes-deployments-for-developers) [COMMUNITY-TOOL] + ## Cloud Infrastructure ### GPU Compute #### Model Deployment - - **(2025)** [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) [COMMUNITY-TOOL] [GUIDE] β€” Tactical walkthrough showing how to provision DigitalOcean GPU Droplets to serve DeepSeek-R1. Configures vLLM runtimes, registers systemd units, and establishes benchmarking paradigms to maximize inference performance on cost-effective infrastructure. + - [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) [COMMUNITY-TOOL] [GUIDE] β€” Tactical walkthrough showing how to provision DigitalOcean GPU Droplets to serve DeepSeek-R1. Configures vLLM runtimes, registers systemd units, and establishes benchmarking paradigms to maximize inference performance on cost-effective infrastructure. ## Networking ### Web Servers @@ -18,8 +27,8 @@ ##### Configuration Generators - - **(2025)** [==NGINXConfig==](https://www.digitalocean.com/community/tools/nginx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” DigitalOcean's visual configuration tool for Nginx. It generates highly secure, production-tested server blocks tailored for modern features like HTTP/2, custom security headers, SSL/TLS optimizations via Let's Encrypt, and Gzip compression. + - [NGINXConfig](https://www.digitalocean.com/community/tools/nginx) [DE FACTO STANDARD] β€” DigitalOcean's visual configuration tool for Nginx. It generates highly secure, production-tested server blocks tailored for modern features like HTTP/2, custom security headers, SSL/TLS optimizations via Let's Encrypt, and Gzip compression. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/docker.md b/v2-docs/docker.md index 3b73aae3..9da9cce4 100644 --- a/v2-docs/docker.md +++ b/v2-docs/docker.md @@ -3,36 +3,136 @@ !!! info "Architectural Context" Detailed reference for Docker in the context of The Container Stack. -## Cloud Native AI +## Standard Reference -### Big Data Orchestration + - [americanexpress.io: **Do Not Run Dockerized Applications as Root** 🌟](https://americanexpress.io/do-not-run-dockerized-applications-as-root) [COMMUNITY-TOOL] + - [freecodecamp.org: A Beginner-Friendly Introduction to Containers, VMs and' Docker](https://www.freecodecamp.org/news/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b) [COMMUNITY-TOOL] + - [Play with docker 🌟](https://labs.play-with-docker.com) [COMMUNITY-TOOL] + - [**GitHub build-push-action**](https://github.com/docker/build-push-action) ⭐ 5280 [ENTERPRISE-STABLE] + - [itnext.io: Getting Started with Docker: Facts You Should Know 🌟](https://itnext.io/getting-started-with-docker-facts-you-should-know-d000e5815598) [COMMUNITY-TOOL] + - [Broken by default: why you should avoid most Dockerfile example 🌟](https://pythonspeed.com/articles/dockerizing-python-is-hard) [COMMUNITY-TOOL] + - [Top 18 Docker commands for Automation Tester/Devops/SDET/Test Lead? 🌟](https://automationreinvented.blogspot.com/2020/02/top-18-docker-commands-for-aytomation.html) [COMMUNITY-TOOL] + - [A Gentle Introduction to Using a Docker Container as a Dev Environment 🌟](https://css-tricks.com/a-gentle-introduction-to-using-a-docker-container-as-a-dev-environment) [COMMUNITY-TOOL] + - [martinheinz.dev: It's Time to Forget About Docker 🌟](https://martinheinz.dev/blog/35) [COMMUNITY-TOOL] + - [docker.com: Year in Review: The Most Viewed Docker Blog Posts of 2020 Part' 2 🌟](https://www.docker.com/blog/year-in-review-the-most-viewed-docker-blog-posts-of-2020-part-2) [COMMUNITY-TOOL] + - [infoq.com: Docker Hub and JFrog Partnership Removes Image Pull Limits for' Artifactory Users](https://www.infoq.com/news/2021/01/docker-jfrog-partnership) [COMMUNITY-TOOL] + - [technology.doximity.com: Buildpacks vs Dockerfiles 🌟](https://technology.doximity.com/articles/buildpacks-vs-dockerfiles) [COMMUNITY-TOOL] + - [pythonspeed.com: The worst so-called β€œbest practice” for Docker](https://pythonspeed.com/articles/security-updates-in-docker) [COMMUNITY-TOOL] + - [theskillpedia.com: Managing docker images - openshift tutorial](https://www.theskillpedia.com/managing-docker-images-openshift-tutorial) [COMMUNITY-TOOL] + - [r-bloggers.com: Dockerizing Shiny Applications](https://www.r-bloggers.com/2021/05/dockerizing-shiny-applications) [COMMUNITY-TOOL] + - [pythonspeed.com: Docker can slow down your code and distort your benchmarks](https://pythonspeed.com/articles/docker-performance-overhead) [COMMUNITY-TOOL] + - [linuxadictos.com: Docker presenta nuevas capacidades para desarrolladores](https://www.linuxadictos.com/docker-presenta-nuevas-capacidades-para-desarrolladores.html) [COMMUNITY-TOOL] + - [dev.to: Docker CMD vs ENTRYPOINT: explaining the difference](https://dev.to/hood/docker-cmd-vs-entrypoint-explaining-the-difference-55g7) [COMMUNITY-TOOL] + - [blog.gougousis.net: File Permissions: the painful side of Docker 🌟](https://blog.gougousis.net/file-permissions-the-painful-side-of-docker) [COMMUNITY-TOOL] + - [returngis.net: Crea hosts de Docker con Docker Machine en Microsoft Azure](https://www.returngis.net/2021/08/crea-hosts-de-docker-con-docker-machine-en-microsoft-azure) [COMMUNITY-TOOL] + - [dev.to: Docker 101!](https://dev.to/kubona_my/docker-101-124e) [COMMUNITY-TOOL] + - [tecmint.com: How to Install Docker on Rocky Linux and AlmaLinux](https://www.tecmint.com/install-docker-in-rocky-linux-and-almalinux) [COMMUNITY-TOOL] + - [returngis.net: Explorar grΓ‘ficamente el contenido de un volumen de Docker](https://www.returngis.net/2021/08/explorar-graficamente-el-contenido-de-un-volumen-de-docker) [COMMUNITY-TOOL] + - [opensource.com: What is a container image?](https://opensource.com/article/21/8/container-image) [COMMUNITY-TOOL] + - [zdnet.com: Docker changes its subscription plans, usage rules, and product' line](https://www.zdnet.com/article/docker-changes-its-subscription-plans-usage-rules-and-product-line) [COMMUNITY-TOOL] + - [servethehome.com: Docker Abruptly Starts Charging Many Users for Docker' Desktop](https://www.servethehome.com/docker-abruptly-starts-charging-many-users-for-docker-desktop) [COMMUNITY-TOOL] + - [blog.aquasec.com: How Do Containers Contain? Container Isolation Techniques](https://blog.aquasec.com/container-isolation-techniques) [COMMUNITY-TOOL] + - [dev.to: One does not "just containerize" an app](https://dev.to/tylerlwsmith/one-does-not-just-containerize-an-app-5eae) [COMMUNITY-TOOL] + - [dev.to: How to create a production Docker image](https://dev.to/abdorah/how-to-create-production-docker-image-ready-for-deployment-4bbe) [COMMUNITY-TOOL] + - [dev.to: How to run docker on Windows without Docker Desktop](https://dev.to/_nicolas_louis_/how-to-run-docker-on-windows-without-docker-desktop-hik) [COMMUNITY-TOOL] + - [dev.to: Beginner's guide to Docker and Docker CLI commands](https://dev.to/paru429/beginner-s-guide-to-docker-and-docker-cli-commands-1p75) [COMMUNITY-TOOL] + - [freecodecamp.org: Learn How to Deploy 12 Apps to AWS, Azure, & Google Cloud](https://www.freecodecamp.org/news/learn-how-to-deploy-12-apps-to-aws-azure-google-cloud) [COMMUNITY-TOOL] + - [freecodecamp.org: Why You Should Start Using Docker Right Now](https://www.freecodecamp.org/news/why-you-should-start-using-docker-now) [COMMUNITY-TOOL] + - [iximiuz.com: Learning Containers From The Bottom Up | Ivan Velichko' 🌟🌟🌟](https://iximiuz.com/en/posts/container-learning-path) [COMMUNITY-TOOL] + - [thenewstack.io: The Time to Decide on Docker Desktop Has Arrived](https://thenewstack.io/the-time-to-decide-on-docker-desktop-has-arrived) [COMMUNITY-TOOL] + - [codeproject.com: How to Create an Image in Docker using Python](https://www.codeproject.com/Tips/5323808/How-To-Create-An-Image-In-Docker-Using-Python) [COMMUNITY-TOOL] + - [thenewstack.io: How to Run Docker in Rootless Mode](https://thenewstack.io/how-to-run-docker-in-rootless-mode) [COMMUNITY-TOOL] + - [dev.to: Docker: Explained to a 5 year old. πŸ‘ΆπŸ»](https://dev.to/dhravya/docker-explained-to-a-5-year-old-2cbg) [COMMUNITY-TOOL] + - [freecodecamp.org: Docker Cache – How to Do a Clean Image Rebuild and Clear' Docker's Cache](https://www.freecodecamp.org/news/docker-cache-tutorial) [COMMUNITY-TOOL] + - [dev.to: Docker 101: Introduction to Docker](https://dev.to/signoz/docker-101-introduction-to-docker-1kbm) [COMMUNITY-TOOL] + - [devtron.ai: Understand CMD and ENTRYPOINT Differences in Docker](https://devtron.ai/blog/cmd-and-entrypoint-differences) [COMMUNITY-TOOL] + - [docker-curriculum.com: A Docker Tutorial for Beginners 🌟](https://docker-curriculum.com) [COMMUNITY-TOOL] + - [viblo.asia: How to prevent out-of-disk space when using Docker?](https://viblo.asia/p/how-to-prevent-out-of-disk-space-when-using-docker-english-WR5JRDBrVGv) [COMMUNITY-TOOL] + - [iximiuz.com: What Actually Happens When You Publish a Container Port 🌟](https://iximiuz.com/en/posts/docker-publish-container-ports) [COMMUNITY-TOOL] + - [iximiuz.com: How To Publish a Port of a Running Container 🌟](https://iximiuz.com/en/posts/docker-publish-port-of-running-container) [COMMUNITY-TOOL] + - [dev.to: Simplify Your Dockerfile wiyth Rust programming language| Kamesh' Sampath](https://dev.to/kameshsampath/simplify-your-dockerfile-1j5k) [COMMUNITY-TOOL] + - [youtube: Docker 101 (Workshop) how an application can be run using Docker' containers. First, you'll learn how to take an application all the way from source code to a running container. Docker-compose, networking, multi-stage and more 🌟](https://www.youtube.com/watch?v=0mxhS7H6bxM) [COMMUNITY-TOOL] + - [codementor.io: Docker: What's Under the Hood?](https://www.codementor.io/blog/docker-technology-5x1kilcbow) [COMMUNITY-TOOL] + - [dev.to/javinpaul: My Favorite Free Courses to Learn Docker and Containers' in 2023](https://dev.to/javinpaul/my-favorite-free-courses-to-learn-docker-and-containers-in-2023-1ldo) [COMMUNITY-TOOL] + - [dev.to: Building a Robust CI/CD Pipeline with Docker: A Comprehensive' Guide](https://dev.to/itsahsanmangal/building-a-robust-cicd-pipeline-with-docker-a-comprehensive-guide-4k8b) [COMMUNITY-TOOL] + - [dev.to: Docker : From Zero to Hero πŸ›Έ ( part 1) | Prasenjeet Kumar](https://dev.to/prasenjeetsymon/docker-from-zero-to-hero-part-1-3a45) [COMMUNITY-TOOL] + - [devopscube.com: How to Build Docker Image : Comprehensive Beginners Guide](https://devopscube.com/build-docker-image) [COMMUNITY-TOOL] + - [testdriven.io: Docker Best Practices for Python Developers](https://testdriven.io/blog/docker-best-practices) [COMMUNITY-TOOL] + - [dev.to: Top 8 Docker Best Practices for using Docker in Production 🌟](https://dev.to/techworld_with_nana/top-8-docker-best-practices-for-using-docker-in-production-1m39) [COMMUNITY-TOOL] + - [dev.to: Top 5 Docker Best Practices](https://dev.to/karanpratapsingh/top-5-docker-best-practices-57oh) [COMMUNITY-TOOL] + - [stevelasker.blog: Docker Tagging: Best practices for tagging and versioning' docker images](https://stevelasker.blog/2018/03/01/docker-tagging-best-practices-for-tagging-and-versioning-docker-images) [COMMUNITY-TOOL] + - [spacelift.io: Docker Volumes – Guide with Examples](https://spacelift.io/blog/docker-volumes) [COMMUNITY-TOOL] + - [docs.netapp.com: Work with docker volumes - Astra Trident 🌟](https://docs.netapp.com/us-en/trident/trident-docker/volumes-docker.html) [COMMUNITY-TOOL] + - [iximiuz.com: Docker: How To Debug Distroless And Slim Containers 🌟](https://iximiuz.com/en/posts/docker-debug-slim-containers) [COMMUNITY-TOOL] + - [dev.to: 9 Docker Extensions Every Developer Must Try](https://dev.to/docker/9-docker-extensions-every-developer-must-try-1no2) [COMMUNITY-TOOL] + - [github.com/Saniewski/mongo-express-docker-extension](https://github.com/Saniewski/mongo-express-docker-extension) ⭐ 11 [COMMUNITY-TOOL] + - [Awesome Docker 🌟](https://github.com/veggiemonk/awesome-docker) ⭐ 36056 [DE FACTO STANDARD] + - [Awesome Compose 🌟](https://github.com/docker/awesome-compose) ⭐ 45355 [DE FACTO STANDARD] + - [brianchristner.io: How to use Docker Security Scan Locally](https://brianchristner.io/how-to-use-docker-scan) [COMMUNITY-TOOL] + - [snyk.io: 10 Docker Security Best Practices 🌟](https://snyk.io/blog/10-docker-image-security-best-practices) [COMMUNITY-TOOL] + - [infoq.com: Is Docker Secure Enough?](https://www.infoq.com/articles/securing-docker) [COMMUNITY-TOOL] + - [clickittech.com: The Ultimate Docker Security Best Practices for Your Node.js' Application](https://www.clickittech.com/devops/docker-security-best-practices) [COMMUNITY-TOOL] + - [securitylabs.datadoghq.com: Container security fundamentals: Exploring containers' as processes](https://securitylabs.datadoghq.com/articles/container-security-fundamentals-part-1) [COMMUNITY-TOOL] + - [developers.redhat.com: Keep it small: a closer look at Docker image sizing](https://developers.redhat.com/blog/2016/03/09/more-about-docker-images-size) [COMMUNITY-TOOL] + - [itsopensource.com: How to Reduce Node Docker Image Size by 10X](https://itsopensource.com/how-to-reduce-node-docker-image-size-by-ten-times) [COMMUNITY-TOOL] + - [blog.bitsrc.io: Best Practices for Writing a Dockerfile](https://blog.bitsrc.io/best-practices-for-writing-a-dockerfile-68893706c3) [COMMUNITY-TOOL] + - [sequoia.makes.software: Reducing Docker Image Size (Particularly for Kubernetes' Environments) 🌟](https://sequoia.makes.software/reducing-docker-image-size-particularly-for-kubernetes-environments) [COMMUNITY-TOOL] + - [itnext.io: Building Docker Images The Proper Way 🌟](https://itnext.io/building-docker-images-the-proper-way-3c9807524582) [COMMUNITY-TOOL] + - [returngis.net: Reduce el tamaΓ±o de tus imΓ‘genes con Dockerfiles multi-stage](https://www.returngis.net/2021/08/reduce-el-tamano-de-tus-imagenes-con-dockerfiles-multi-stage) [COMMUNITY-TOOL] + - [developers.redhat.com: Reduce the size of container images with DockerSlim](https://developers.redhat.com/articles/2022/01/17/reduce-size-container-images-dockerslim) [COMMUNITY-TOOL] + - [piotrminkowski.com: Slim Docker Images for Java](https://piotrminkowski.com/2023/11/07/slim-docker-images-for-java) [COMMUNITY-TOOL] + - [bhupesh.me: How I reduced the size of my very first published docker image' by 40% - A lesson in dockerizing shell scripts 🌟](https://bhupesh.me/publishing-my-first-ever-dockerfile-optimization-ugit) [COMMUNITY-TOOL] + - [pythonspeed.com: Docker BuildKit: faster builds, new features, and now it’s' stable](https://pythonspeed.com/articles/docker-buildkit) [COMMUNITY-TOOL] + - [docker-ecs-plugin: Docker Releases Plugin for Simplified Deployments into' AWS ECS and Fargate](https://www.infoq.com/news/2020/07/docker-ecs-plugin) [COMMUNITY-TOOL] + - [dive 🌟](https://github.com/wagoodman/dive) ⭐ 53971 [DE FACTO STANDARD] + - [ctop 🌟](https://github.com/bcicen/ctop) ⭐ 17741 [DE FACTO STANDARD] + - [dev.to: Use Kool to Dockerize Your Local Development Environment the Right' Way](https://dev.to/kooldev/use-kool-to-dockerize-your-local-development-environment-the-right-way-18gl) [COMMUNITY-TOOL] + - [stepchowfun/docuum: Docuum: LRU eviction of Docker images 🌟](https://github.com/stepchowfun/docuum) ⭐ 693 [COMMUNITY-TOOL] + - [cybersecsi/RAUDI](https://github.com/cybersecsi/RAUDI) ⭐ 559 [COMMUNITY-TOOL] + - [grosser/preoomkiller](https://github.com/grosser/preoomkiller) ⭐ 78 [COMMUNITY-TOOL] + - [ory/dockertest](https://github.com/ory/dockertest) ⭐ 4517 [ENTERPRISE-STABLE] + - [hadolint/hadolint: Haskell Dockerfile Linter](https://github.com/hadolint/hadolint) ⭐ 12160 [ENTERPRISE-STABLE] + - [ttl.sh: Anonymous & ephemeral Docker image registry 🌟](https://ttl.sh) [COMMUNITY-TOOL] + - [buildg: Interactive debugger for Dockerfile 🌟](https://github.com/ktock/buildg) ⭐ 1495 [COMMUNITY-TOOL] + - [infoq.com: Debugging Large and Complex Dockerfiles Gets Easier with Buildg](https://www.infoq.com/news/2022/09/debug-dockerfiles-buildg) [COMMUNITY-TOOL] + - [github.com/google/go-containerregistry 🌟](https://github.com/google/go-containerregistry) ⭐ 3881 [ENTERPRISE-STABLE] + - [jesseduffield/lazydocker](https://github.com/jesseduffield/lazydocker) ⭐ 51111 [DE FACTO STANDARD] + - [github.com/containrrr/watchtower](https://github.com/containrrr/watchtower) ⭐ 24618 [DE FACTO STANDARD] + - [andrewlock.net: Installing Docker Desktop for Windows and WSL 2](https://andrewlock.net/installing-docker-desktop-for-windows) [COMMUNITY-TOOL] + - [freecodecamp.org: a beginners guide to docker - how to create a client server' side with docker compose](https://www.freecodecamp.org/news/a-beginners-guide-to-docker-how-to-create-a-client-server-side-with-docker-compose-12c8cf0ae0aa) [COMMUNITY-TOOL] + - [geshan.com.np: Postgres with Docker and Docker compose a step-by-step' guide for beginners](https://geshan.com.np/blog/2021/12/docker-postgres) [COMMUNITY-TOOL] + - [codesolid.com: How To Use Docker and Docker Compose With Python](https://codesolid.com/how-to-use-docker-with-python) [COMMUNITY-TOOL] + - [thenewstack.io: Deploy a Persistent Kubernetes Application with Portainer](https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer) [COMMUNITY-TOOL] + - [developers.redhat.com: Red Hat Universal Base Images for Docker users](https://developers.redhat.com/blog/2020/03/24/red-hat-universal-base-images-for-docker-users) [COMMUNITY-TOOL] + - [Red Hat Universal Base Images - hub.docker.com/u/redhat: UBI 8 standard,' minimal, micro, and init from DockerHub 🌟](https://hub.docker.com/u/redhat) [COMMUNITY-TOOL] + - [developers.redhat.com: Red Hat Universal Base Image and Docker Hub: Why' should developers care?](https://developers.redhat.com/articles/2021/05/25/red-hat-universal-base-image-and-docker-hub-why-should-developers-care) [COMMUNITY-TOOL] + - [redhat.com: Red Hat Brings Red Hat Universal Base Image to Docker Hub](https://www.redhat.com/en/about/press-releases/red-hat-brings-red-hat-universal-base-image-docker-hub) [COMMUNITY-TOOL] + - [Digital Ocean: Docker Tutorials](https://www.digitalocean.com/community/tags/docker) [COMMUNITY-TOOL] + - [buildpacks.io: Cloud Native Buildpacks 🌟](https://buildpacks.io) [COMMUNITY-TOOL] + - [altoros.com: Streamlining the Creation of Docker Images with Cloud Native' Buildpacks](https://www.altoros.com/blog/streamlining-the-creation-of-docker-images-with-cloud-native-buildpacks) [COMMUNITY-TOOL] + - [thenewstack.io: Container Images the Easy Way with Cloud Native Buildpacks](https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpacks) [COMMUNITY-TOOL] + - [dev.to/pmbanugo: Goodbye Dockerfiles: Build Secure & Optimised Node.js Container' Images with Cloud Native Buildpacks](https://dev.to/pmbanugo/goodbye-dockerfiles-build-secure-optimised-nodejs-container-images-with-cloud-native-buildpacks-489p) [COMMUNITY-TOOL] + - [nerdctl 🌟](https://github.com/containerd/nerdctl) ⭐ 10104 [ENTERPRISE-STABLE] + - [img](https://github.com/genuinetools/img) ⭐ 3986 [ENTERPRISE-STABLE] + - [jib](https://github.com/GoogleContainerTools/jib) ⭐ 14402 [ENTERPRISE-STABLE] + - [kaniko](https://github.com/GoogleContainerTools/kaniko) ⭐ 15762 [DE FACTO STANDARD] + - [itnext.io: Replace Docker Desktop with lima](https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19) [COMMUNITY-TOOL] -#### Spark on Kubernetes - - - **(2021)** [datamechanics.co: Apache Spark 3.1 Release: Spark on Kubernetes is now Generally Available](https://www.datamechanics.co) [COMMUNITY-TOOL] β€” Curator Insight: Platform news highlighting Apache Spark 3.1 generally available support for native Kubernetes. -Live Grounding: Covers the native scheduling capabilities, decommissioning behaviors, and executor tracking improvements that made Kubernetes a first-class citizen for Spark. -## Cloud Native Security - -### Supply Chain Security - -#### Container Vulnerabilities - - - **(2020)** [thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed via Docker Hub](https://thehackernews.com/2020/06/cryptocurrency-docker-image.html) [EN CONTENT] [COMMUNITY-TOOL] β€” An analytical threat dispatch chronicling how malicious actors injected cryptojacking malware directly into public Docker Hub registries. Highlights the catastrophic operational implications of lack of supply-chain validation processes in modern registries. -## Container Infrastructure - -### Management Interfaces - -#### GUI Consoles - - - **(2026)** [**Portainer 🌟**](https://www.portainer.io) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A robust administrative dashboard that simplifies the visual management of Docker Swarm, Kubernetes, and local container environments. Ideal for dev teams seeking centralized configuration oversight without heavy command-line overhead. ## Development Tools ### Local Kubernetes Environments #### Guides and Workflows - - **(2021)** [itnext.io: Software development in containers β€” a cookbook 🌟🌟🌟](https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A detailed technical guide explaining how to design local workflows with container environments. Demonstrates setup strategies for hot reloading, direct container mounts, network port forwards, and dev-to-prod pipeline parity. + - [itnext.io: Software development in containers β€” a cookbook 🌟🌟🌟](https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A detailed technical guide explaining how to design local workflows with container environments. Demonstrates setup strategies for hot reloading, direct container mounts, network port forwards, and dev-to-prod pipeline parity. +## Infrastructure Standards + +### Container Registry + +#### Legacy Resources + + - **(2026)** [Test an insecure registry 🌟](https://docs.docker.com/retired) [DOCUMENTATION] 🌟 [COMMUNITY-TOOL] β€” Retired Docker documentation dealing with configurations of insecure, unencrypted private registries. Preserved for diagnosing vintage local developer configurations. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/dom.md b/v2-docs/dom.md new file mode 100644 index 00000000..b2d27c4b --- /dev/null +++ b/v2-docs/dom.md @@ -0,0 +1,15 @@ +# Dom + +!!! info "Architectural Context" + Detailed reference for Dom in the context of Developer Ecosystem. + +## Standard Reference + + - [digitalocean.com: Understanding the DOM β€” Document Object Model eBook](https://www.digitalocean.com/community/books/understanding-the-dom-document-object-model-ebook) [COMMUNITY-TOOL] + - [freecodecamp.org: JavaScript DOM Tutorial – How to Build a Calculator App' in JS](https://www.freecodecamp.org/news/javascript-dom-build-a-calculator-app) [COMMUNITY-TOOL] + - [freecodecamp.org: How the Document Object Model Works in JavaScript – DOM' Tutorial for Beginners](https://www.freecodecamp.org/news/javascript-dom) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) | [Swagger Code Generator For Rest Apis](./swagger-code-generator-for-rest-apis.md) + diff --git a/v2-docs/dotnet.md b/v2-docs/dotnet.md index bb7aaf35..6ab47947 100644 --- a/v2-docs/dotnet.md +++ b/v2-docs/dotnet.md @@ -3,14 +3,30 @@ !!! info "Architectural Context" Detailed reference for Dotnet in the context of Developer Ecosystem. -## Developer Tools +## Standard Reference -### AI Coding Assistants + - [wikipedia.org: .NET](https://en.wikipedia.org/wiki/.NET) [COMMUNITY-TOOL] + - [developers.redhat.com: Three ways to containerize .NET applications on Red' Hat OpenShift](https://developers.redhat.com/blog/2021/03/16/three-ways-to-containerize-net-applications-on-red-hat-openshift) [COMMUNITY-TOOL] + - [developers.redhat.com: .NET 6 now available for RHEL and OpenShift](https://developers.redhat.com/articles/2021/11/15/net-60-now-available-rhel-and-openshift) [COMMUNITY-TOOL] + - [telerik.com: Your First Microservice in .NET 6](https://www.telerik.com/blogs/your-first-microservice-dotnet-6) [COMMUNITY-TOOL] + - [stackify.com: Who will Dominate in the future: .Net or Java?](https://stackify.com/who-will-dominate-in-the-future-net-or-java) [COMMUNITY-TOOL] + - [devblogs.microsoft.com: Announcing Rate Limiting for .NET](https://devblogs.microsoft.com/dotnet/announcing-rate-limiting-for-dotnet) [COMMUNITY-TOOL] + - [blog.jetbrains.com: Getting Started with ASP.NET Core and gRPC](https://blog.jetbrains.com/dotnet/2021/07/19/getting-started-with-asp-net-core-and-grpc) [COMMUNITY-TOOL] + - [itnext.io: How to Build an Event-Driven ASP.NET Core Microservice Architecture](https://itnext.io/how-to-build-an-event-driven-asp-net-core-microservice-architecture-e0ef2976f33f) [COMMUNITY-TOOL] + - [NuGet/docs.microsoft.com-nuget: nuspec](https://github.com/NuGet/docs.microsoft.com-nuget/blob/main/docs/reference/nuspec.md) ⭐ 160 [COMMUNITY-TOOL] + - [gist.github.com: Creating and Publishing NuGet Packages](https://gist.github.com/andykuszyk/a5ee80ae263e77f651bed878c1deb03b) [COMMUNITY-TOOL] + - [khalidabuhakmeh.com: A .NET 5.0 Guide: From Idea To NuGet Package](https://khalidabuhakmeh.com/a-dotnet-five-guide-from-idea-to-nuget-package) [COMMUNITY-TOOL] + - [devblogs.microsoft.com: Getting Started with DevOps and .NET MAUI](https://devblogs.microsoft.com/dotnet/devops-for-dotnet-maui) [COMMUNITY-TOOL] + - [App-vNext/Polly](https://github.com/App-vNext/Polly) ⭐ 14171 [ENTERPRISE-STABLE] + - [procodeguide.com: Build Resilient Microservices (Web API) using Polly in' ASP.NET Core](https://procodeguide.com/programming/polly-in-aspnet-core) [COMMUNITY-TOOL] + - [Paradigm framework](https://www.paradigm.net.co) [COMMUNITY-TOOL] + - [Oakton](https://jasperfx.github.io/oakton) [COMMUNITY-TOOL] + - [Lamar](https://jasperfx.github.io/lamar) [COMMUNITY-TOOL] + - [jeremydmiller.com: Self Diagnosing Deployments with Oakton and Lamar](https://jeremydmiller.com/2021/10/12/self-diagnosing-deployments-with-oakton-and-lamar) [COMMUNITY-TOOL] + - [dotnetcurry.com: Kubernetes for ASP.NET Core Developers – Introduction,' Architecture, Hands-On](https://www.dotnetcurry.com/aspnet-core/kubernetes-for-developers) [COMMUNITY-TOOL] + - [andrewlock.net: Series: Deploying ASP.NET Core applications to Kubernetes' with Helm 🌟](https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes) [COMMUNITY-TOOL] -#### .NET Integration - - - **(2025)** [Extend your coding agent with .NET Skills](https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills) [COMMUNITY-TOOL] β€” Step-by-step instruction illustrating how to inject specialized .NET SDK contexts and compilation knowledge bases into autonomous coding agents to optimize C# generation pipelines. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/edge-computing.md b/v2-docs/edge-computing.md new file mode 100644 index 00000000..1e159bf2 --- /dev/null +++ b/v2-docs/edge-computing.md @@ -0,0 +1,17 @@ +# Edge Computing + +!!! info "Architectural Context" + Detailed reference for Edge Computing in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [redhat.com: Let’s monitor edge computing networks with RHEL!](https://www.redhat.com/en/blog/lets-monitor-edge-computing-networks-rhel) [COMMUNITY-TOOL] + - [opensource.com: Why KubeEdge is my favorite open source project of 2020' 🌟](https://opensource.com/article/21/1/kubeedge) [COMMUNITY-TOOL] + - [thenewstack.io: Cloudian CTO: Kubernetes, Standardization Key to Edge](https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge) [COMMUNITY-TOOL] + - [developers.redhat.com: Bring your Kubernetes workloads to the edge](https://developers.redhat.com/articles/2021/11/22/bring-your-kubernetes-workloads-edge) [COMMUNITY-TOOL] + - [thenewstack.io: A New Kubernetes Edge Architecture](https://thenewstack.io/a-new-kubernetes-edge-architecture) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) + diff --git a/v2-docs/elearning.md b/v2-docs/elearning.md index 80ac9caa..7f59b3ad 100644 --- a/v2-docs/elearning.md +++ b/v2-docs/elearning.md @@ -3,27 +3,37 @@ !!! info "Architectural Context" Detailed reference for Elearning in the context of Career & Industry. +## Artificial Intelligence + +### Machine Learning + +#### Google Courses + + - [Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course?hl=es-419) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Google's formal, highly optimized machine learning crash course. Grounding indicates it offers a highly technical path for systems engineers wishing to deploy AI models in container environments. [SPANISH CONTENT] ## Data Architecture ### Databases +#### PostgreSQL + + - **(2025)** [learn.crunchydata.com](https://www.crunchydata.com/developers/tutorials) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An interactive database training portal detailing progressive PostgreSQL configuration, clustering, and troubleshooting. Crucial for architects planning highly available, stateful cloud-native storage engines. #### SQL - - **(2024)** [SQL Police Department](https://sqlpd.com) 🌟🌟 [COMMUNITY-TOOL] β€” An interactive, gamified SQL training playground where users act as police detectives to solve technical cases using structured queries. Excellent for practicing complex join and filtering logics. + - [SQL Police Department](https://sqlpd.com) [COMMUNITY-TOOL] β€” An interactive, gamified SQL training playground where users act as police detectives to solve technical cases using structured queries. Excellent for practicing complex join and filtering logics. ## Education ### Academic Curation #### Platforms - - **(2026)** [edx.org](https://www.edx.org) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An academic and professional MOOC portal delivering university-curated specializations in computer science, distributed algorithms, and database designs. Connects foundational theory with operational execution. - - **(2026)** [Coursera.org](https://www.coursera.org) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A leading platform for advanced cloud systems engineering degrees and industrial certifications. Hosts structured learning tracks curated directly by major cloud vendors and prestigious academic centers. - - **(2026)** [khanacademy.org](https://www.khanacademy.org) 🌟 [COMMUNITY-TOOL] β€” An elite, non-profit academic platform delivering foundational instruction across core sciences and introductory algorithms. Essential for computer science math prerequisites. + - [edx.org](https://www.edx.org) [COMMUNITY-TOOL] β€” An academic and professional MOOC portal delivering university-curated specializations in computer science, distributed algorithms, and database designs. Connects foundational theory with operational execution. + - [Coursera.org](https://www.coursera.org) [COMMUNITY-TOOL] β€” A leading platform for advanced cloud systems engineering degrees and industrial certifications. Hosts structured learning tracks curated directly by major cloud vendors and prestigious academic centers. + - [khanacademy.org](https://www.khanacademy.org) [COMMUNITY-TOOL] β€” An elite, non-profit academic platform delivering foundational instruction across core sciences and introductory algorithms. Essential for computer science math prerequisites. ### Developer Utilities #### Typing Tools - - **(2025)** [typing.io: Typing Practice for Programmers](https://typing.io) 🌟 [COMMUNITY-TOOL] β€” A specialized code practice application designed to improve programming typing efficiency. Uses actual source files in multiple programming languages to build precise muscle memory for special symbols. + - [typing.io: Typing Practice for Programmers](https://typing.io) [COMMUNITY-TOOL] β€” A specialized code practice application designed to improve programming typing efficiency. Uses actual source files in multiple programming languages to build precise muscle memory for special symbols. ### Digital Literacy #### Platforms (1) @@ -33,31 +43,35 @@ #### Tutorials - - **(2025)** [learnitguide.net 🌟](https://www.learnitguide.net) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A systematic, text-based documentation portal offering modular training on enterprise Linux administration, automation, bash script configurations, and core networking blueprints. + - [learnitguide.net 🌟](https://www.learnitguide.net) [COMMUNITY-TOOL] β€” A systematic, text-based documentation portal offering modular training on enterprise Linux administration, automation, bash script configurations, and core networking blueprints. ### Interactive Learning #### Platforms (2) - - **(2026)** [codecademy.com](https://www.codecademy.com) 🌟🌟 [COMMUNITY-TOOL] β€” An interactive web training platform focusing on programming syntax, web development loops, and fundamental systems programming. Excellent for non-systems developers seeking to transition to infra code. - - **(2026)** [codewars.com](https://www.codewars.com) 🌟🌟 [COMMUNITY-TOOL] β€” An algorithmic development arena where engineers solve progressive code katas and refine implementation logic using community review and continuous feedback loops. + - [katacoda.com](https://www.katacoda.com) [LEGACY] β€” Formerly the premier interactive browser-based terminal platform for testing and learning Kubernetes, Docker, and Linux configuration on-demand. Live Grounding indicates the platform was retired by O'Reilly, rendering it a legacy archive link. + - [codecademy.com](https://www.codecademy.com) [COMMUNITY-TOOL] β€” An interactive web training platform focusing on programming syntax, web development loops, and fundamental systems programming. Excellent for non-systems developers seeking to transition to infra code. + - [codewars.com](https://www.codewars.com) [COMMUNITY-TOOL] β€” An algorithmic development arena where engineers solve progressive code katas and refine implementation logic using community review and continuous feedback loops. ### Professional Certifications #### Linux Foundation - - **(2026)** [==The Linux Foundation Training==](https://training.linuxfoundation.org/resources) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive technical source of cloud-native certifications (CKA, CKAD, CKS). It offers formal enterprise training pathways aligned directly with Cloud Native Computing Foundation (CNCF) blueprints. + - [The Linux Foundation Training](https://training.linuxfoundation.org/resources) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The definitive technical source of cloud-native certifications (CKA, CKAD, CKS). It offers formal enterprise training pathways aligned directly with Cloud Native Computing Foundation (CNCF) blueprints. +#### Networking + + - [ine.com](https://ine.com) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced IT, cybersecurity, and cloud-networking training suite. Provides massive, production-grade lab simulations targeting Cisco, cloud infrastructure, and penetration testing paths. #### Opinion Pieces - - **(2022)** [homebusinessmag.com: Certificates Alone Won’t Get You Hired, You Need Certifications β€œPlus”!](https://homebusinessmag.com/businesses/success-tips/certificates-alone-wont-get-hired-need-certifications-plus) 🌟 [COMMUNITY-TOOL] β€” An industry blog post analyzing certification pathways from a business-impact standpoint, explaining why credentials must be paired with hands-on systems architecture portfolios. - - **(2021)** [I'm AWS certified? Should you trust me?](https://code.joejag.com/2021/i-am-aws-certified-should-you-trust-me.html) 🌟 [COMMUNITY-TOOL] β€” An analytical, engineering-focused case critique dissecting the real-world operational value of cloud credentials versus actual system debugging experience. + - [I'm AWS certified? Should you trust me?](https://code.joejag.com/2021/i-am-aws-certified-should-you-trust-me.html) [COMMUNITY-TOOL] β€” An analytical, engineering-focused case critique dissecting the real-world operational value of cloud credentials versus actual system debugging experience. + - [homebusinessmag.com: Certificates Alone Won’t Get You Hired, You Need Certifications' β€œPlus”!](https://homebusinessmag.com/businesses/success-tips/certificates-alone-wont-get-hired-need-certifications-plus) [COMMUNITY-TOOL] β€” An industry blog post analyzing certification pathways from a business-impact standpoint, explaining why credentials must be paired with hands-on systems architecture portfolios. #### Platforms (3) - - **(2026)** [Whizlabs](https://www.whizlabs.com) 🌟🌟 [COMMUNITY-TOOL] β€” A prominent training simulator focusing on public cloud certifications (AWS, GCP, Azure). Offers structured labs and mock exam modules used globally by cloud architects to validate their cloud-native technical depth. - **(2026)** [Lynda.com Linkedin Learning](https://www.linkedin.com/learning/?trk=lynda_redirect_learning) 🌟🌟 [COMMUNITY-TOOL] β€” LinkedIn Learning (formerly Lynda.com) enterprise library covering software development, DevOps fundamentals, and system administration. Useful for general cross-functional skills training across organizations. + - [Whizlabs](https://www.whizlabs.com) [COMMUNITY-TOOL] β€” A prominent training simulator focusing on public cloud certifications (AWS, GCP, Azure). Offers structured labs and mock exam modules used globally by cloud architects to validate their cloud-native technical depth. ### Professional Communities #### Slack Teams - - **(2025)** [techstudyslack.com](https://techstudyslack.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An active community Slack hub designed for system administrators and cloud engineers preparing for AWS certification pathways and advanced system operations. + - [techstudyslack.com](https://techstudyslack.com) [COMMUNITY-TOOL] β€” An active community Slack hub designed for system administrators and cloud engineers preparing for AWS certification pathways and advanced system operations. ### Software Engineering #### Architecture @@ -68,24 +82,34 @@ - **(2024)** [open-bootcamp.com](http://open-bootcamp.com) [SPANISH CONTENT] 🌟 [COMMUNITY-TOOL] β€” Formerly a free, Spanish-language software developer bootcamp offering continuous programming learning. Grounding tracks show the platform has shifted focus and remains mostly inactive. [SPANISH CONTENT] #### Tutorials (1) - - **(2024)** [riptutorial.com 🌟](https://riptutorial.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An invaluable, community-driven aggregation of technical tutorials constructed by parsing Stack Overflow documentation. Offers exhaustive syntax and API code patterns. - **(2024)** [vogella.com](http://www.vogella.com/tutorials) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive source of systematic software development tutorials covering Java engineering, Eclipse integration, Git architecture, and Android paradigms. Highly valued for raw syntax and framework details. + - [riptutorial.com 🌟](https://riptutorial.com) [COMMUNITY-TOOL] β€” An invaluable, community-driven aggregation of technical tutorials constructed by parsing Stack Overflow documentation. Offers exhaustive syntax and API code patterns. ## Platform Engineering +### Cloud-Native + +#### Education (1) + + - [Techworld with Nana: Learn DevOps topics easily](https://www.techworld-with-nana.com) [ENTERPRISE-STABLE] β€” The premier high-density visual learning academy for modern DevOps engineering. Features highly structured training tracks on Docker, Kubernetes, CI/CD, GitOps, and cloud-native monitoring systems. ### Container Orchestration #### Kubernetes - - **(2025)** [**kube.academy**](https://kube.academy) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A VMware-curated Kubernetes academy containing high-density modular video resources. Covers everything from initial container runtime options up to advanced service mesh architectures. + - [kube.academy](https://kube.academy) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A VMware-curated Kubernetes academy containing high-density modular video resources. Covers everything from initial container runtime options up to advanced service mesh architectures. #### OpenShift - **(2021)** [tutorialspoint.com/openshift](https://www.tutorialspoint.com/openshift/index.htm) 🌟 [GUIDE] [LEGACY] β€” A structured, introductory tutorial covering Red Hat OpenShift cluster components, deployment mechanisms, and basic developer workflows. Best as a baseline primer for legacy container modernization projects. +### Enterprise Linux + +#### Training + + - **(2025)** [redhatgov.io](http://redhatgov.io) 🌟🌟 [COMMUNITY-TOOL] β€” Red Hat's dedicated architectural training blueprint designed for secure governmental and enterprise environments. Focuses on orchestrating compliant private clouds and enterprise Linux configurations. ### Infrastructure Automation (1) #### Real-world Labs - - **(2025)** [**techiescamp/devops-projects:Real-World DevOps Projects For Learning**](https://github.com/techiescamp/devops-projects) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A curated GitHub repository containing end-to-end real-world DevOps projects. Implements standard infrastructure-as-code deployments, multi-tier CI/CD pipelines, and structured orchestration designs. + - [techiescamp/devops-projects:Real-World DevOps Projects For Learning](https://github.com/techiescamp/devops-projects) [ENTERPRISE-STABLE] β€” A curated GitHub repository containing end-to-end real-world DevOps projects. Implements standard infrastructure-as-code deployments, multi-tier CI/CD pipelines, and structured orchestration designs. --- -πŸ’‘ **Explore Related:** [Recruitment](./recruitment.md) | [Freelancing](./freelancing.md) | [Finops](./finops.md) +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) diff --git a/v2-docs/embedded-servlet-containers.md b/v2-docs/embedded-servlet-containers.md new file mode 100644 index 00000000..e379f306 --- /dev/null +++ b/v2-docs/embedded-servlet-containers.md @@ -0,0 +1,13 @@ +# Embedded Servlet Containers + +!!! info "Architectural Context" + Detailed reference for Embedded Servlet Containers in the context of Developer Ecosystem. + +## Standard Reference + + - [Apache Tomcat migration tool for Jakarta EE](https://github.com/apache/tomcat-jakartaee-migration) ⭐ 187 [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [React](./react.md) | [Swagger Code Generator For Rest Apis](./swagger-code-generator-for-rest-apis.md) + diff --git a/v2-docs/faq.md b/v2-docs/faq.md index 4101f19f..8f11c0d9 100644 --- a/v2-docs/faq.md +++ b/v2-docs/faq.md @@ -9,13 +9,13 @@ #### Dependency Management - - **(2021)** [infoq.com: Pitfalls and Patterns in Microservice Dependency Management](https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-management) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Investigates the common pitfalls when managing complex microservice graphs, focusing on circular dependencies and schema version mismatches. Live Grounding: Proposes practical isolation patterns, contract testing, and loosely-coupled design standards to ensure independent deployability of services. + - [infoq.com: Pitfalls and Patterns in Microservice Dependency Management](https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-management) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Investigates the common pitfalls when managing complex microservice graphs, focusing on circular dependencies and schema version mismatches. Live Grounding: Proposes practical isolation patterns, contract testing, and loosely-coupled design standards to ensure independent deployability of services. #### Design Decisions - - **(2023)** [**Should I Use A Microservices Architecture? What about the UI? 🌟**](https://www.jamesmichaelhickey.com/microservices-architecture) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Evaluates the operational trade-offs of microservices and explains how to design modular frontend systems (Micro Frontends) to prevent unified UI bottlenecks. Live Grounding: Crucial structural blueprint outlining when to stay monolith first versus transitioning key interfaces to a decoupled API gateway design. - - **(2023)** [clickittech.com: Microservices vs Monolith 🌟](https://www.clickittech.com/devops/microservices-vs-monolith) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Comparative analysis detailing performance, maintenance, scaling capabilities, and costs associated with monolithic and microservices structures. Live Grounding: Provides objective framework-driven tables to help decision-makers evaluate operational complexity against delivery speed targets. - - **(2023)** [thenewstack.io: Microservices: Align the Pain with the Solution](https://thenewstack.io/microservices-align-the-pain-with-the-solution) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Argues for a pragmatic, outcome-based approach to adoption, warning against entering microservices environments blindly. Live Grounding: Explores the hidden architectural costs such as networks, latency, data synchronization, and organizational overhead (Conway's Law). - - **(2022)** [dev.to: When are microservices appropriate?](https://dev.to/tngeene/when-are-microservices-appropriate-g2n) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: A practical assessment framework for evaluating whether an engineering team should divide a system into microservices. Live Grounding: Explores prerequisites such as automated infrastructure, deployment consistency, service boundaries, and organizational structure before embarking on migrations. + - [Should I Use A Microservices Architecture? What about the UI? 🌟](https://www.jamesmichaelhickey.com/microservices-architecture) [ENTERPRISE-STABLE] β€” Curator Insight: Evaluates the operational trade-offs of microservices and explains how to design modular frontend systems (Micro Frontends) to prevent unified UI bottlenecks. Live Grounding: Crucial structural blueprint outlining when to stay monolith first versus transitioning key interfaces to a decoupled API gateway design. + - [clickittech.com: Microservices vs Monolith 🌟](https://www.clickittech.com/devops/microservices-vs-monolith) [COMMUNITY-TOOL] β€” Curator Insight: Comparative analysis detailing performance, maintenance, scaling capabilities, and costs associated with monolithic and microservices structures. Live Grounding: Provides objective framework-driven tables to help decision-makers evaluate operational complexity against delivery speed targets. + - [thenewstack.io: Microservices: Align the Pain with the Solution](https://thenewstack.io/microservices-align-the-pain-with-the-solution) [COMMUNITY-TOOL] β€” Curator Insight: Argues for a pragmatic, outcome-based approach to adoption, warning against entering microservices environments blindly. Live Grounding: Explores the hidden architectural costs such as networks, latency, data synchronization, and organizational overhead (Conway's Law). + - [dev.to: When are microservices appropriate?](https://dev.to/tngeene/when-are-microservices-appropriate-g2n) [COMMUNITY-TOOL] β€” Curator Insight: A practical assessment framework for evaluating whether an engineering team should divide a system into microservices. Live Grounding: Explores prerequisites such as automated infrastructure, deployment consistency, service boundaries, and organizational structure before embarking on migrations. #### Evolution - **(2018)** [History of Microservices](https://docs.google.com/presentation/d/1DFy4ZZdsK2ftREetv_f52E-caZXOGX6GvgzGQlfSLfE/edit?usp=sharing) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: An educational slide deck mapping the history and evolutionary forces behind the microservices architecture shift. Live Grounding: Valuable context tracing the origins of SOA, Domain-Driven Design (DDD), and standard deployment models up to the modern cloud native landscape. @@ -27,27 +27,27 @@ - **(2023)** [dev.to: Microservice Roadmap](https://dev.to/mattqafouri/microservice-roadmap-4mci) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: A complete self-paced technical roadmap for engineers transitioning from monolith architectures to microservice environments. Live Grounding: Lays out logical progressions covering APIs, containerization, messaging brokers, service meshes, observability, and infrastructure deployment pipelines. #### Resilience - - **(2021)** [**blog.risingstack.com: Designing a Microservices Architecture for Failure**](https://blog.risingstack.com/designing-microservices-architecture-for-failure) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Covers critical resilience patterns designed to keep distributed software up when individual microservices crash. Live Grounding: Discusses circuit breakers, load shedding, graceful degradation, and the implementation of robust health-checking and self-healing systems. + - [blog.risingstack.com: Designing a Microservices Architecture for Failure](https://blog.risingstack.com/designing-microservices-architecture-for-failure) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Covers critical resilience patterns designed to keep distributed software up when individual microservices crash. Live Grounding: Discusses circuit breakers, load shedding, graceful degradation, and the implementation of robust health-checking and self-healing systems. #### Service Discovery - - **(2018)** [shekhargulati.com: Service Discovery for Modern Distributed Applications](https://shekhargulati.com/2018/08/01/week-1-service-discovery-for-modern-distributed-applications) 🌟🌟 [LEGACY] β€” Curator Insight: Historical deep dive explaining client-side and server-side service discovery mechanisms inside distributed microservices. Live Grounding: Helps clarify legacy patterns like Netflix Eureka, comparing them to modern native Kubernetes service discovery models utilizing CoreDNS and internal IPs. + - [shekhargulati.com: Service Discovery for Modern Distributed Applications](https://shekhargulati.com/2018/08/01/week-1-service-discovery-for-modern-distributed-applications) [LEGACY] β€” Curator Insight: Historical deep dive explaining client-side and server-side service discovery mechanisms inside distributed microservices. Live Grounding: Helps clarify legacy patterns like Netflix Eureka, comparing them to modern native Kubernetes service discovery models utilizing CoreDNS and internal IPs. ## Cloud-Native ### Architecture #### Evolution (1) - - **(2021)** [Adoption of Cloud-Native Architecture, Part 1: Architecture Evolution and Maturity](https://www.infoq.com/articles/cloud-native-architecture-adoption-part1) [COMMUNITY-TOOL] β€” This architectural guide outlines the progressive phases of transitioning from traditional on-premises patterns to highly decoupled, cloud-native deployments. It establishes a multi-dimensional maturity model assessing organizational readiness, technology alignment, and automated continuous delivery loops. The framework serves as a practical blueprint for cloud architects navigating organizational and operational migration risks. + - [Adoption of Cloud-Native Architecture, Part 1: Architecture Evolution and' Maturity](https://www.infoq.com/articles/cloud-native-architecture-adoption-part1) [COMMUNITY-TOOL] β€” This architectural guide outlines the progressive phases of transitioning from traditional on-premises patterns to highly decoupled, cloud-native deployments. It establishes a multi-dimensional maturity model assessing organizational readiness, technology alignment, and automated continuous delivery loops. The framework serves as a practical blueprint for cloud architects navigating organizational and operational migration risks. ### Microservices (1) #### Caching - - **(2020)** [==hazelcast.com: Where Is My Cache? Architectural Patterns for Caching Microservices 🌟==](https://hazelcast.com/blog/architectural-patterns-for-caching-microservices) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” This deep architectural analysis outlines three primary caching topologies within microservice ecosystems: embedded cache, client-server (near-cache), and sidecar caching. The synthesis contrasts low-latency requirements against operational complexity, presenting sidecar caching as a highly scalable alternative for language-agnostic environments. It serves as a definitive architectural guide for high-throughput distributed state management. + - [hazelcast.com: Where Is My Cache? Architectural Patterns for Caching Microservices' 🌟](https://hazelcast.com/blog/architectural-patterns-for-caching-microservices) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” This deep architectural analysis outlines three primary caching topologies within microservice ecosystems: embedded cache, client-server (near-cache), and sidecar caching. The synthesis contrasts low-latency requirements against operational complexity, presenting sidecar caching as a highly scalable alternative for language-agnostic environments. It serves as a definitive architectural guide for high-throughput distributed state management. ### Migration #### Case Studies - - **(2019)** [**From monolith to containers: How Verizon containerized legacy applications on OpenShift 🌟**](https://www.youtube.com/watch?v=Q6i0LK4vHsU) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” This Verizon enterprise case study details the systematic modernization of legacy web applications into OpenShift-orchestrated container environments. The presentation contrasts the initial monolithic architecture with the target containerized state, highlighting lessons learned in traffic routing, configuration injection, and automated CI/CD patterns. It validates the high-scale viability of OpenShift platforms in enterprise brownfield migrations. + - [From monolith to containers: How Verizon containerized legacy applications' on OpenShift 🌟](https://www.youtube.com/watch?v=Q6i0LK4vHsU) [ENTERPRISE-STABLE] [LEGACY] β€” This Verizon enterprise case study details the systematic modernization of legacy web applications into OpenShift-orchestrated container environments. The presentation contrasts the initial monolithic architecture with the target containerized state, highlighting lessons learned in traffic routing, configuration injection, and automated CI/CD patterns. It validates the high-scale viability of OpenShift platforms in enterprise brownfield migrations. #### Patterns - **(2021)** [acloudguru.com: What is lift and shift cloud migration?](https://www.pluralsight.com/resources/blog/business-and-leadership/what-is-lift-and-shift-cloud-migration) [COMMUNITY-TOOL] β€” A foundational architectural guide exploring the mechanics, trade-offs, and risk profiles associated with the 'lift-and-shift' (rehosting) cloud migration strategy. It contrasts direct VM migration with cloud-native re-architecting, detailing scenarios where rehosting provides immediate financial or timeline relief. The synthesis warns of the potential long-term operational overhead without subsequent modernization. @@ -57,22 +57,22 @@ #### Skills Matrix - - **(2024)** [cybercoders.com: What Hiring Managers look for in a Full Stack Developer](https://www.cybercoders.com/insights/what-hiring-managers-look-for-in-a-full-stack-developer) 🌟 [COMMUNITY-TOOL] β€” Curator Insight: Analyzes the evolution of developer profiles, mapping out modern tech stack expectations and system-level engineering requirements. Live Grounding: Showcases how standard development profiles are merging with cloud native operations, expecting deep knowledge of container packaging and APIs. + - [cybercoders.com: What Hiring Managers look for in a Full Stack Developer](https://www.cybercoders.com/insights/what-hiring-managers-look-for-in-a-full-stack-developer) [COMMUNITY-TOOL] β€” Curator Insight: Analyzes the evolution of developer profiles, mapping out modern tech stack expectations and system-level engineering requirements. Live Grounding: Showcases how standard development profiles are merging with cloud native operations, expecting deep knowledge of container packaging and APIs. ## Infrastructure ### Cloud Storage #### Container Storage - - **(2022)** [**thenewstack.io: Choosing Between Container-Native and Container-Ready Storage 🌟**](https://thenewstack.io/choosing-between-container-native-and-container-ready-storage) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight: Demystifies cloud-native storage interfaces (CSI), comparing storage systems designed natively for Kubernetes with legacy storage adaptions. Live Grounding: Key guide for cloud architects evaluating storage performance, resilience, automated dynamic provisioning, and multi-protocol scaling features. + - [thenewstack.io: Choosing Between Container-Native and Container-Ready Storage' 🌟](https://thenewstack.io/choosing-between-container-native-and-container-ready-storage) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight: Demystifies cloud-native storage interfaces (CSI), comparing storage systems designed natively for Kubernetes with legacy storage adaptions. Live Grounding: Key guide for cloud architects evaluating storage performance, resilience, automated dynamic provisioning, and multi-protocol scaling features. ## Platform Engineering ### Cloud Native #### Kubernetes Native - - **(2020)** [**developers.redhat.com: Why Kubernetes native instead of cloud native? 🌟**](https://developers.redhat.com/blog/2020/04/08/why-kubernetes-native-instead-of-cloud-native) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Highlights the distinction between applications run on cloud infrastructure and systems designed specifically to leverage native Kubernetes operators and structures. Live Grounding: Analyzes how API extensions, CRDs, and native configuration constructs improve resilience, efficiency, and resource utilization. + - [developers.redhat.com: Why Kubernetes native instead of cloud native? 🌟](https://developers.redhat.com/blog/2020/04/08/why-kubernetes-native-instead-of-cloud-native) [ENTERPRISE-STABLE] β€” Curator Insight: Highlights the distinction between applications run on cloud infrastructure and systems designed specifically to leverage native Kubernetes operators and structures. Live Grounding: Analyzes how API extensions, CRDs, and native configuration constructs improve resilience, efficiency, and resource utilization. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/finops.md b/v2-docs/finops.md index 58193156..ef37b527 100644 --- a/v2-docs/finops.md +++ b/v2-docs/finops.md @@ -3,20 +3,40 @@ !!! info "Architectural Context" Detailed reference for Finops in the context of Career & Industry. -## Cloud Management +## Standard Reference -### FinOps + - [FinOps Foundation: FinOps.org](https://www.finops.org) [COMMUNITY-TOOL] + - [aws.amazon.com: Introducing FinOpsβ€”Excuse Me, DevSecFinBizOps](https://aws.amazon.com/es/blogs/enterprise-strategy/introducing-finops-excuse-me-devsecfinbizops) [COMMUNITY-TOOL] + - [devops.com: FinOps Foundation to Help Rein in Cloud Costs](https://devops.com/finops-foundation-to-help-rein-in-cloud-costs) [COMMUNITY-TOOL] + - [infoq.com: Why Every DevOps Team Needs A FinOps Lead](https://www.infoq.com/articles/every-devops-team-needs-finops-lead) [COMMUNITY-TOOL] + - [thenewstack.io: 4 Reasons Your Cloud Operations Need a FinOps Team](https://thenewstack.io/4-reasons-your-cloud-operations-need-a-finops-team) [COMMUNITY-TOOL] + - [cloud.google.com: 5 key metrics to measure Cloud FinOps impact in your organization' in 2022 and beyond](https://cloud.google.com/blog/topics/cloud-first/key-metrics-to-measure-impact-of-cloud-finops) [COMMUNITY-TOOL] + - [thenewstack.io: Cloud Cost Management for DevOps](https://thenewstack.io/cloud-cost-management-for-devops) [COMMUNITY-TOOL] + - [zdnet.com: As cloud costs spiral upward, enterprises turn to a thing called' FinOps](https://www.zdnet.com/article/as-cloud-costs-spiral-upward-enterprises-turn-to-a-thing-called-finops) [COMMUNITY-TOOL] + - [thenewstack.io: Tricks for Cloud Cost Optimization | Pavan Belagatti](https://thenewstack.io/tricks-for-cloud-cost-optimization) [COMMUNITY-TOOL] + - [venturebeat.com: Cloud costs are unmanageable: It’s time we standardize' billing](https://venturebeat.com/datadecisionmakers/cloud-costs-are-unmanageable-its-time-we-standardize-billing) [COMMUNITY-TOOL] + - [hystax.com: The difference between cloud cost management and FinOps](https://hystax.com/the-difference-between-cloud-cost-management-and-finops) [COMMUNITY-TOOL] + - [aws.amazon.com: Four Principles of Cloud Financial Management Small and' Medium Business Owners Need to Know](https://aws.amazon.com/blogs/smb/four-principles-of-cloud-financial-management-small-and-medium-business-owners-need-to-know) [COMMUNITY-TOOL] + - [bitsand.cloud: Slashing Data Transfer Costs in AWS by 99%](https://www.bitsand.cloud/posts/slashing-data-transfer-costs) [COMMUNITY-TOOL] + - [aws.amazon.com/blogs/architecture: Overview of Data Transfer Costs for Common' Architectures](https://aws.amazon.com/blogs/architecture/overview-of-data-transfer-costs-for-common-architectures) [COMMUNITY-TOOL] + - [github.com/dolevshor/azure-finops-guide: The Azure FinOps Guide 🌟](https://github.com/dolevshor/azure-finops-guide) ⭐ 216 [COMMUNITY-TOOL] + - [info.microsoft.com: The Road to Azure Cost Governance](https://info.microsoft.com/ww-landing-the-road-to-azure-cost-governance-e-book.html) [COMMUNITY-TOOL] + - [github.com/mivano/azure-cost-cli](https://github.com/mivano/azure-cost-cli) ⭐ 1117 [COMMUNITY-TOOL] + - [https://learn.microsoft.com: View Kubernetes costs (AKS)](https://learn.microsoft.com/en-us/azure/cost-management-billing/costs/view-kubernetes-costs) [COMMUNITY-TOOL] + - [learnk8s/xlskubectl](https://github.com/learnk8s/xlskubectl) [COMMUNITY-TOOL] + - [thenewstack.io: Grafana Wants to Help You Avoid Getting Dinged by Kubernetes' Costs](https://thenewstack.io/grafana-wants-to-help-you-avoid-getting-dinged-by-kubernetes-costs) [COMMUNITY-TOOL] + - [marketplace.atlassian.com: License Manager - Easily track your software' licenses](https://marketplace.atlassian.com/apps/1227641/license-manager-easily-track-your-software-licenses) [COMMUNITY-TOOL] + - [dev.to: FinOps EKS: 10 tips to reduce the bill up to 90% on AWS managed' Kubernetes clusters](https://dev.to/zenika/eks-10-tips-to-reduce-the-bill-up-to-90-on-aws-managed-kubernetes-clusters-epe) [COMMUNITY-TOOL] + - [cremich/cdk-bill-bot: Welcome to Bill - the cost optimization bot](https://github.com/cremich/cdk-bill-bot) ⭐ 487 [COMMUNITY-TOOL] + - [thenewstack.io: Finout Gets a Handle on Kubernetes Costs](https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs) [COMMUNITY-TOOL] -#### Automated Scaling - - - **(2026)** [CAST AI](https://cast.ai) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Enterprise-grade automated container management and FinOps scaling engine. Performs real-time node selection, spot instance provisioning, and cluster rightsizing dynamically without degrading active microservice performance. ## Cloud Providers ### AWS EKS -#### FinOps (1) +#### FinOps - - **(2022)** [aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane Logs](https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyzes CloudWatch logging costs generated by EKS API server audit logs, offering practical strategies to filter and optimize them. It details how to use Logstash, FluentBit, or CloudWatch filter patterns to eliminate verbose, low-value telemetry. Crucial for enterprise platform administrators looking to cut hidden SaaS expenses. + - [aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane' Logs](https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs) [COMMUNITY-TOOL] β€” Analyzes CloudWatch logging costs generated by EKS API server audit logs, offering practical strategies to filter and optimize them. It details how to use Logstash, FluentBit, or CloudWatch filter patterns to eliminate verbose, low-value telemetry. Crucial for enterprise platform administrators looking to cut hidden SaaS expenses. ## Cluster Operations ### Cost Optimization @@ -24,5 +44,5 @@ - **(2023)** [infoworld.com: Kubernetes cost management for the real world](https://www.infoworld.com/article/2338428/kubernetes-cost-management-for-the-real-world.html) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores pragmatic methodologies for managing and forecasting costs inside Kubernetes. Contrasts standard manual scaling limits with automated tools like Kubecost and OpenCost, providing architecture guidelines for resource allocation optimization. --- -πŸ’‘ **Explore Related:** [Elearning](./elearning.md) | [Recruitment](./recruitment.md) | [Freelancing](./freelancing.md) +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) diff --git a/v2-docs/flux.md b/v2-docs/flux.md new file mode 100644 index 00000000..ee0a6377 --- /dev/null +++ b/v2-docs/flux.md @@ -0,0 +1,29 @@ +# Flux + +!!! info "Architectural Context" + Detailed reference for Flux in the context of Engineering Pipeline. + +## Standard Reference + + - [Flux](https://fluxcd.io) [COMMUNITY-TOOL] + - [github: Flux](https://github.com/fluxcd/flux) ⭐ 6864 [ENTERPRISE-STABLE] + - [github: Flux Version 2](https://github.com/fluxcd/flux2) ⭐ 8136 [ENTERPRISE-STABLE] + - [itnext.io: Managing Kubernetes Secrets Securely with GitOps (SOPS + AWS' KMS + Flux)](https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30) [COMMUNITY-TOOL] + - [blog.sldk.de: Introduction to GitOps on Kubernetes with Flux v2 🌟](https://blog.sldk.de/2021/02/introduction-to-gitops-on-kubernetes-with-flux-v2) [COMMUNITY-TOOL] + - [thenewstack.io: GitOps at Home: Automate Code Deploys with Kubernetes and' Flux](https://thenewstack.io/gitops-at-home-automate-code-deploys-with-kubernetes-and-flux) [COMMUNITY-TOOL] + - [alexander.holbreich.org: (Typical) journey towards full GitOps with Flux](https://alexander.holbreich.org/gitops-journey) [COMMUNITY-TOOL] + - [solo.io: The 3 best ways to use Flux and Flagger for GitOps with your Envoy' Proxy API gateways](https://www.solo.io/blog/the-3-best-ways-to-use-flux-and-flagger-for-gitops-with-your-envoy-proxy-api-gateways) [COMMUNITY-TOOL] + - [fluxcd/flux2-multi-tenancy](https://github.com/fluxcd/flux2-multi-tenancy) ⭐ 595 [COMMUNITY-TOOL] + - [flux-subsystem-argo.github.io: GitOps Terraform Resources with Argo CD' and Flux Subsystem for Argo](https://flux-subsystem-argo.github.io/website/tutorials/terraform) [COMMUNITY-TOOL] + - [dirien/pulumi-civo-flux-bucket](https://github.com/dirien/pulumi-civo-flux-bucket) [COMMUNITY-TOOL] + - [fluxcd.io: GitOps Without Leaving your IDE](https://fluxcd.io/blog/2022/09/gitops-without-leaving-your-ide) [COMMUNITY-TOOL] + - [fluxcd.io: How to GitOps Your Terraform](https://fluxcd.io/blog/2022/09/how-to-gitops-your-terraform) [COMMUNITY-TOOL] + - [thenewstack.io: Deploy Stateful Workloads on Kubernetes with Ondat and FluxCD](https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd) [COMMUNITY-TOOL] + - [gist.github.com: GitOps for Helm Users 🌟](https://gist.github.com/scottrigby/a1a42c3292ec7899837c578ffdaaf92a) [COMMUNITY-TOOL] + - [weave.works: Flamingo: Expand Argo CD with Flux](https://www.weave.works/blog/flamingo-expand-argo-cd-with-flux) [COMMUNITY-TOOL] + - [github.com/flux-iac/tofu-controller](https://github.com/flux-iac/tofu-controller) ⭐ 1640 [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) + diff --git a/v2-docs/freelancing.md b/v2-docs/freelancing.md index 85a48d1f..56952362 100644 --- a/v2-docs/freelancing.md +++ b/v2-docs/freelancing.md @@ -9,7 +9,7 @@ #### Cooperatives - - **(2022)** [Acento: Cooperativa de freelance](https://acentocoop.es) [ES CONTENT] [COMMUNITY-TOOL] β€” Service platform operating as an umbrella cooperative for freelancers in Spain, allowing contractors to invoice legally without initial autΓ³nomo registration overhead. [SPANISH CONTENT] + - [Acento: Cooperativa de freelance](https://acentocoop.es) [ES CONTENT] [COMMUNITY-TOOL] β€” Service platform operating as an umbrella cooperative for freelancers in Spain, allowing contractors to invoice legally without initial autΓ³nomo registration overhead. [SPANISH CONTENT] #### Spain Regulatory - **(2021)** [umbrellaselector.com/Spain](http://umbrellaselector.com/Spain) [EN CONTENT] [COMMUNITY-TOOL] β€” Directory and comparison resource for contractors looking to utilize Spanish or international umbrella companies to bypass autonomous taxation. @@ -20,10 +20,10 @@ #### Business Management SaaS - - **(2022)** [hellobonsai](https://www.hellobonsai.com) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Comprehensive business management suite providing proposal design, contract generation, time tracking, invoicing, and tax forecasting services for global freelancers. + - [hellobonsai](https://www.hellobonsai.com) [EN CONTENT] [COMMUNITY-TOOL] β€” Comprehensive business management suite providing proposal design, contract generation, time tracking, invoicing, and tax forecasting services for global freelancers. #### Cost Analysis - - **(2022)** [blog.xolo.io: ΒΏEs rentable ser autΓ³nomo en EspaΓ±a?](https://blog.xolo.io/es/es-rentable-ser-aut%C3%B3nomo-en-espa%C3%B1a) [ES CONTENT] [COMMUNITY-TOOL] β€” Financial feasibility analysis for freelancers operating in Spain. Computes the real cost of social security contributions, corporate taxes, and operating overhead vs. traditional employment net income. [SPANISH CONTENT] + - [blog.xolo.io: ΒΏEs rentable ser autΓ³nomo en EspaΓ±a?](https://blog.xolo.io/es/es-rentable-ser-aut%C3%B3nomo-en-espa%C3%B1a) [ES CONTENT] [COMMUNITY-TOOL] β€” Financial feasibility analysis for freelancers operating in Spain. Computes the real cost of social security contributions, corporate taxes, and operating overhead vs. traditional employment net income. [SPANISH CONTENT] ### Freelance Platforms #### Compliance Management @@ -34,84 +34,84 @@ - **(2022)** [lorem](https://www.storetasker.com) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Outsource network specializing in connecting Shopify store owners and e-commerce enterprises with curated, pre-vetted developers and marketing experts. #### Elite Vetting - - **(2022)** [**turing**](https://turing.com) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” AI-backed platform that sources, vets, matches, and manages global software developers for remote engineering positions. - - **(2021)** [**toptal**](https://www.toptal.com) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Elite freelance network marketing the "top 3%" of global software engineering, design, and financial talent, offering thorough language and technical vetting. - - **(2022)** [arc - formerly codementor](https://arc.dev) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Remote career platform for software engineers that streamlines the recruitment lifecycle with pre-vetted developer cohorts and architectural matchmakers. - - **(2022)** [BairesDev](https://www.bairesdev.com/join-us) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Nearshore outsourcing giant matching bilingual Latin American software engineers with enterprise-level US organizations via stringent algorithmic testing. - - **(2021)** [crossover](https://www.crossover.com) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Specialized platform matching high-performing technical talent with long-term, full-time remote contracts utilizing rigorous cognitive and technical testing. - - **(2021)** [scalablepath](https://www.scalablepath.com) [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Technical talent agency that matches software developers, architects, and UI/UX designers with companies seeking remote scaling assistance. - - **(2021)** [soshace](https://soshace.com) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Developer hiring platform focusing on professional web engineers specializing in Angular, React, Vue, Node.js, and Python. - - **(2021)** [adeva](https://adevait.com) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Global engineering network facilitating long-term remote hiring of vetted developers for scaling companies and enterprises. + - [toptal](https://www.toptal.com) [EN CONTENT] [ENTERPRISE-STABLE] β€” Elite freelance network marketing the "top 3%" of global software engineering, design, and financial talent, offering thorough language and technical vetting. + - [crossover](https://www.crossover.com) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Specialized platform matching high-performing technical talent with long-term, full-time remote contracts utilizing rigorous cognitive and technical testing. + - [arc - formerly codementor](https://arc.dev) [EN CONTENT] [COMMUNITY-TOOL] β€” Remote career platform for software engineers that streamlines the recruitment lifecycle with pre-vetted developer cohorts and architectural matchmakers. + - [scalablepath](https://www.scalablepath.com) [EN CONTENT] [COMMUNITY-TOOL] β€” Technical talent agency that matches software developers, architects, and UI/UX designers with companies seeking remote scaling assistance. + - [turing](https://turing.com) [EN CONTENT] [ENTERPRISE-STABLE] β€” AI-backed platform that sources, vets, matches, and manages global software developers for remote engineering positions. + - [soshace](https://soshace.com) [EN CONTENT] [COMMUNITY-TOOL] β€” Developer hiring platform focusing on professional web engineers specializing in Angular, React, Vue, Node.js, and Python. + - [adeva](https://adevait.com) [EN CONTENT] [COMMUNITY-TOOL] β€” Global engineering network facilitating long-term remote hiring of vetted developers for scaling companies and enterprises. + - [BairesDev](https://www.bairesdev.com/join-us) [EN CONTENT] [COMMUNITY-TOOL] β€” Nearshore outsourcing giant matching bilingual Latin American software engineers with enterprise-level US organizations via stringent algorithmic testing. #### Executive Consultancies - **(2022)** [certace](https://a-connect.com) [EN CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Expert consultancy platform connecting global enterprises with senior freelance consultants, project managers, and digital transformation architects. #### Generalist Marketplaces - - **(2021)** [peopleperhour](https://www.peopleperhour.com) [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” UK-based platform focusing on micro-jobs and freelance contracts across technical, design, marketing, and copywriting disciplines. - - **(2020)** [guru](https://www.guru.com) [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Long-standing general freelance marketplace connecting businesses with global developers, writers, and administrative specialists. - - **(2020)** [truelancer](https://www.truelancer.com) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Multi-category freelance network connecting businesses with global technical, creative, and administrative remote professionals. + - [guru](https://www.guru.com) [EN CONTENT] [COMMUNITY-TOOL] β€” Long-standing general freelance marketplace connecting businesses with global developers, writers, and administrative specialists. + - [truelancer](https://www.truelancer.com) [EN CONTENT] [COMMUNITY-TOOL] β€” Multi-category freelance network connecting businesses with global technical, creative, and administrative remote professionals. + - [peopleperhour](https://www.peopleperhour.com) [EN CONTENT] [COMMUNITY-TOOL] β€” UK-based platform focusing on micro-jobs and freelance contracts across technical, design, marketing, and copywriting disciplines. #### On-Demand Microtasking - - **(2020)** [speedlancer](https://speedlancer.com) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Managed micro-task platform offering high-speed delivery of design, content writing, and technical tasks within pre-negotiated hourly windows. + - [speedlancer](https://speedlancer.com) [EN CONTENT] [COMMUNITY-TOOL] β€” Managed micro-task platform offering high-speed delivery of design, content writing, and technical tasks within pre-negotiated hourly windows. #### Spain Regulatory (1) - - **(2021)** [freelance.es](https://freelance.es) [ES CONTENT] 🌟 [COMMUNITY-TOOL] β€” Local Spanish freelance portal and job board connecting domestic businesses with local self-employed IT, creative, and administrative experts. [SPANISH CONTENT] + - [freelance.es](https://freelance.es) [ES CONTENT] [COMMUNITY-TOOL] β€” Local Spanish freelance portal and job board connecting domestic businesses with local self-employed IT, creative, and administrative experts. [SPANISH CONTENT] #### Talent Matching - - **(2022)** [upper 🌟](https://upper.co) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Premium network connecting vetted tech professionals and remote developers with global enterprises and startups seeking elite engineering talent. - **(2022)** [yeeply 🌟](https://yeeply.com) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Managed marketplace connecting vetted mobile app developers, web developers, and designers with enterprises seeking outsourced engineering solutions. + - [upper 🌟](https://upper.co) [EN CONTENT] [COMMUNITY-TOOL] β€” Premium network connecting vetted tech professionals and remote developers with global enterprises and startups seeking elite engineering talent. ### Industry Perspectives #### Developer Career Paths - - **(2021)** [youtube: Freelance vs Empleo como Programador | midulive](https://www.youtube.com/watch?v=81VnO4puNkg) [ES CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Video guide breaking down the pros, cons, tax differences, and strategic decisions when choosing between full-time employment and freelancing in the software industry. [SPANISH CONTENT] + - [youtube: Freelance vs Empleo como Programador | midulive](https://www.youtube.com/watch?v=81VnO4puNkg) [ES CONTENT] [COMMUNITY-TOOL] β€” Video guide breaking down the pros, cons, tax differences, and strategic decisions when choosing between full-time employment and freelancing in the software industry. [SPANISH CONTENT] #### Freelance Challenges - - **(2021)** [diariocordoba.com: Β«Ser autΓ³nomo en EspaΓ±a sigue siendo una profesiΓ³n de riesgoΒ»](https://www.diariocordoba.com/cordoba-ciudad/2021/12/26/autonomo-espana-sigue-profesion-riesgo-61023753.html) [ES CONTENT] [COMMUNITY-TOOL] β€” An analytical interview highlighting the financial and administrative hurdles faced by self-employed professionals in Spain. Discusses systemic issues, lack of safety nets, and legislative comparisons with other European nations. [SPANISH CONTENT] + - [diariocordoba.com: Β«Ser autΓ³nomo en EspaΓ±a sigue siendo una profesiΓ³n de' riesgoΒ»](https://www.diariocordoba.com/cordoba-ciudad/2021/12/26/autonomo-espana-sigue-profesion-riesgo-61023753.html) [ES CONTENT] [COMMUNITY-TOOL] β€” An analytical interview highlighting the financial and administrative hurdles faced by self-employed professionals in Spain. Discusses systemic issues, lack of safety nets, and legislative comparisons with other European nations. [SPANISH CONTENT] ### Mentorship and Support #### On-Demand Assistance - - **(2020)** [codementor](https://www.codementor.io) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Global community platform matching developers with expert mentors for live 1-on-1 code reviews, troubleshooting, and project-based learning. + - [codementor](https://www.codementor.io) [EN CONTENT] [COMMUNITY-TOOL] β€” Global community platform matching developers with expert mentors for live 1-on-1 code reviews, troubleshooting, and project-based learning. ### Remote Work #### International Contracting - - **(2021)** [**marinaaisa.com: Trabajar en remoto desde EspaΓ±a como 'contractor'**](https://marinaaisa.com/es/blog/contractor-eeuu-espana) [ES CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Highly detailed personal case study and playbook on working as an independent contractor from Spain for US-based firms. Covers billing, currency conversion, legal forms (W-8BEN), and tax declarations. [SPANISH CONTENT] + - [marinaaisa.com: Trabajar en remoto desde EspaΓ±a como 'contractor'](https://marinaaisa.com/es/blog/contractor-eeuu-espana) [ES CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Highly detailed personal case study and playbook on working as an independent contractor from Spain for US-based firms. Covers billing, currency conversion, legal forms (W-8BEN), and tax declarations. [SPANISH CONTENT] #### Market Trends - - **(2022)** [cincodias.elpais.com: El teletrabajo impulsa la oferta de β€˜freelance’](https://cincodias.elpais.com/cincodias/2022/02/08/fortunas/1644336556_587972.html) [ES CONTENT] [COMMUNITY-TOOL] β€” Analyzes how the global shift to remote work and distributed teams has boosted the supply and demand of high-skilled freelance contractors in technical domains. [SPANISH CONTENT] + - [cincodias.elpais.com: El teletrabajo impulsa la oferta de β€˜freelance’](https://cincodias.elpais.com/cincodias/2022/02/08/fortunas/1644336556_587972.html) [ES CONTENT] [COMMUNITY-TOOL] β€” Analyzes how the global shift to remote work and distributed teams has boosted the supply and demand of high-skilled freelance contractors in technical domains. [SPANISH CONTENT] ### Taxation and Compliance #### SaaS Platforms - - **(2023)** [declarando.es](https://declarando.es) [ES CONTENT] [COMMUNITY-TOOL] β€” Automated tax advisor and accounting platform tailored for Spanish freelancers, optimizing tax deductions and filing quarterly declarations dynamically. [SPANISH CONTENT] + - [declarando.es](https://declarando.es) [ES CONTENT] [COMMUNITY-TOOL] β€” Automated tax advisor and accounting platform tailored for Spanish freelancers, optimizing tax deductions and filing quarterly declarations dynamically. [SPANISH CONTENT] #### Spain Regulatory (2) - - **(2022)** [xataka.com: La Seguridad Social crea una app mΓ³vil para gestionar la nueva cuota de autΓ³nomos: permitirΓ‘ cambiar de tramo mensualmente](https://www.xataka.com/pro/seguridad-social-crea-app-movil-para-gestionar-nueva-cuota-autonomos-permitira-cambiar-tramo-mensualmente-ingresos) [ES CONTENT] [COMMUNITY-TOOL] β€” Overview of the mobile application launched by Spain's Social Security to manage the contribution tranches under the real earnings system. Details the monthly adjustment capabilities and administrative processes for freelancers. [SPANISH CONTENT] - - **(2022)** [billin.net: CΓ³mo ser freelance en EspaΓ±a en 2022](https://www.billin.net/blog/como-ser-freelance) [ES CONTENT] [COMMUNITY-TOOL] β€” A step-by-step roadmap for registering as a freelancer (autΓ³nomo) in Spain. Explains initial registration (Modelo 036/037), Social Security setup, billing mechanics, and basic financial software setup. [SPANISH CONTENT] - - **(2022)** [contractortaxation.com/contracting-in-spain](https://contractortaxation.com/contracting-in-spain) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Tax guide analyzing the operational structures (autonomous status, SL, or umbrella corp) for international contractors relocating to Spain. - **(2021)** [autonomosyemprendedor.es: Los autΓ³nomos no sΓ³lo deben presentar el IVA en octubre, hay mΓ‘s obligaciones tributarias este mes](https://www.autonomosyemprendedor.es/articulo/finanzas-personales/autonomos-solo-deben-presentar-iva-octubre-mas-obligaciones-tributarias-mes/20210927125637025167.html) [ES CONTENT] [COMMUNITY-TOOL] β€” Detailed guide outlining quarterly tax obligations for self-employed professionals in Spain, specifically focusing on Q3 deadlines. Covers IVA (Form 303), IRPF (Form 130), and other local compliance mandates. [SPANISH CONTENT] + - [xataka.com: La Seguridad Social crea una app mΓ³vil para gestionar la nueva' cuota de autΓ³nomos: permitirΓ‘ cambiar de tramo mensualmente](https://www.xataka.com/pro/seguridad-social-crea-app-movil-para-gestionar-nueva-cuota-autonomos-permitira-cambiar-tramo-mensualmente-ingresos) [ES CONTENT] [COMMUNITY-TOOL] β€” Overview of the mobile application launched by Spain's Social Security to manage the contribution tranches under the real earnings system. Details the monthly adjustment capabilities and administrative processes for freelancers. [SPANISH CONTENT] + - [billin.net: CΓ³mo ser freelance en EspaΓ±a en 2022](https://www.billin.net/blog/como-ser-freelance) [ES CONTENT] [COMMUNITY-TOOL] β€” A step-by-step roadmap for registering as a freelancer (autΓ³nomo) in Spain. Explains initial registration (Modelo 036/037), Social Security setup, billing mechanics, and basic financial software setup. [SPANISH CONTENT] + - [contractortaxation.com/contracting-in-spain](https://contractortaxation.com/contracting-in-spain) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Tax guide analyzing the operational structures (autonomous status, SL, or umbrella corp) for international contractors relocating to Spain. ## Professional-Growth ### Freelance #### Financial Calculators - - **(2024)** [calculadora.malt.es](https://calculadora.malt.es) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Una herramienta interactiva de Malt diseΓ±ada para calcular de forma transparente las tarifas diarias (TJM) de profesionales autΓ³nomos en funciΓ³n de la experiencia y la especialidad. Facilita la planificaciΓ³n financiera y la negociaciΓ³n de tarifas contractuales en el mercado tecnolΓ³gico europeo. [SPANISH CONTENT] + - [calculadora.malt.es](https://calculadora.malt.es) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Una herramienta interactiva de Malt diseΓ±ada para calcular de forma transparente las tarifas diarias (TJM) de profesionales autΓ³nomos en funciΓ³n de la experiencia y la especialidad. Facilita la planificaciΓ³n financiera y la negociaciΓ³n de tarifas contractuales en el mercado tecnolΓ³gico europeo. [SPANISH CONTENT] #### Legal and Finance - **(2021)** [noticiastrabajo.es: AsΓ­ pueden los autΓ³nomos retrasar el pago de los intereses de los crΓ©ditos ICO](https://noticiastrabajo.huffingtonpost.es/como-deben-autonomos-retrasar-pago-intereses-creditos-ico) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Un artΓ­culo informativo en el que se explican las medidas legislativas extraordinarias y los plazos administrativos para que los profesionales autΓ³nomos en EspaΓ±a puedan solicitar moratorias e intereses de carencia sobre crΓ©ditos avalados por el ICO. [SPANISH CONTENT] #### Market Analysis - - **(2021)** [linkedin/pulse: Is France the European El Dorado for Freelancing?](https://www.linkedin.com/pulse/france-european-el-dorado-freelancing-quentin-debavelaere) [COMMUNITY-TOOL] β€” An industry overview assessing the structural growth, corporate tax frameworks, and regulatory shifts in the French freelance market. The analysis profiles the increasing adoption of external professional platforms and digital tools. It serves as a helpful macro perspective for engineers looking to navigate European consulting landscapes. + - [linkedin/pulse: Is France the European El Dorado for Freelancing?](https://www.linkedin.com/pulse/france-european-el-dorado-freelancing-quentin-debavelaere) [COMMUNITY-TOOL] β€” An industry overview assessing the structural growth, corporate tax frameworks, and regulatory shifts in the French freelance market. The analysis profiles the increasing adoption of external professional platforms and digital tools. It serves as a helpful macro perspective for engineers looking to navigate European consulting landscapes. #### Portals - - **(2022)** [genbeta.com: Siete webs (explicadas a fondo) donde encontrar trabajo freelance o autΓ³nomo por si te niegas a volver a la oficina](https://www.genbeta.com/web/siete-webs-explicadas-a-fondo-donde-encontrar-trabajo-freelance-autonomo-te-niegas-a-volver-a-oficina) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Una guΓ­a exhaustiva que analiza detalladamente siete plataformas digitales dedicadas a conectar profesionales tΓ©cnicos independientes con ofertas de trabajo remotas e internacionales. Ofrece consejos prΓ‘cticos sobre facturaciΓ³n, tarifas promedio y construcciΓ³n de perfil. [SPANISH CONTENT] + - [genbeta.com: Siete webs (explicadas a fondo) donde encontrar trabajo freelance' o autΓ³nomo por si te niegas a volver a la oficina](https://www.genbeta.com/web/siete-webs-explicadas-a-fondo-donde-encontrar-trabajo-freelance-autonomo-te-niegas-a-volver-a-oficina) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Una guΓ­a exhaustiva que analiza detalladamente siete plataformas digitales dedicadas a conectar profesionales tΓ©cnicos independientes con ofertas de trabajo remotas e internacionales. Ofrece consejos prΓ‘cticos sobre facturaciΓ³n, tarifas promedio y construcciΓ³n de perfil. [SPANISH CONTENT] #### Spanish Market - - **(2018)** [ΒΏInformΓ‘tico explotado en una consultora? Las webs para β€˜freelances’ te salvarΓ‘n la vida](https://www.elconfidencial.com/tecnologia/2018-05-12/informatico-freelance-carnica-freelancer-yeeply_1562518) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Un reportaje de El Confidencial que examina la transiciΓ³n de los profesionales de TI en EspaΓ±a desde las consultoras tradicionales ("cΓ‘rnicas") hacia el trabajo autΓ³nomo. EvalΓΊa plataformas de intermediaciΓ³n y detalla las ventajas operativas y financieras de este modelo profesional. [SPANISH CONTENT] + - [ΒΏInformΓ‘tico explotado en una consultora? Las webs para β€˜freelances’ te salvarΓ‘n la vida](https://www.elconfidencial.com/tecnologia/2018-05-12/informatico-freelance-carnica-freelancer-yeeply_1562518) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Un reportaje de El Confidencial que examina la transiciΓ³n de los profesionales de TI en EspaΓ±a desde las consultoras tradicionales ("cΓ‘rnicas") hacia el trabajo autΓ³nomo. EvalΓΊa plataformas de intermediaciΓ³n y detalla las ventajas operativas y financieras de este modelo profesional. [SPANISH CONTENT] --- -πŸ’‘ **Explore Related:** [Elearning](./elearning.md) | [Recruitment](./recruitment.md) | [Finops](./finops.md) +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) diff --git a/v2-docs/git.md b/v2-docs/git.md index ee9532de..b08b2d5f 100644 --- a/v2-docs/git.md +++ b/v2-docs/git.md @@ -3,67 +3,123 @@ !!! info "Architectural Context" Detailed reference for Git in the context of Architectural Foundations. -## Artificial Intelligence +## Standard Reference -### Deep Learning + - [docs.gitlab.com: Install GitLab Runner on Red Hat OpenShift](https://docs.gitlab.com/runner/install/openshift.html) [COMMUNITY-TOOL] + - [github.blog: GitHub Actions: Improvements to GitHub Actions starter experience](https://github.blog/changelog/2021-12-17-github-actions-improvements-to-github-actions-starter-experience) [COMMUNITY-TOOL] + - [freecodecamp.org: How to Build Your First JavaScript GitHub Action](https://www.freecodecamp.org/news/build-your-first-javascript-github-action) [COMMUNITY-TOOL] + - [dev.to: Make your first contribution to a GitHub Action!](https://dev.to/github/how-to-edit-a-github-action-3j14) [COMMUNITY-TOOL] + - [blog.shreyaspatil.dev: Automate library publishing to Maven Central with' GitHub Actions Workflow Dispatch](https://blog.shreyaspatil.dev/automate-library-publishing-to-maven-central-with-github-actions-workflow-dispatch) [COMMUNITY-TOOL] + - [laravel-news.com: Deploy your PHP Codebase with Ansible and GitHub Actions](https://laravel-news.com/deploy-your-php-app-with-ansible-and-github-actions) [COMMUNITY-TOOL] + - [infoq.com: How GitHub Does DevOps for its iOS and Android Apps](https://www.infoq.com/news/2022/01/GitHub-devops-mobile-apps) [COMMUNITY-TOOL] + - [blog.gskinner.com: Flutter: Easily add CI testing with GitHub Actions](https://blog.gskinner.com/archives/2022/01/flutter-easily-add-ci-testing-with-github-actions.html) [COMMUNITY-TOOL] + - [devblogs.microsoft.com: .NET πŸ’œ GitHub Actions](https://devblogs.microsoft.com/dotnet/dotnet-loves-github-actions) [COMMUNITY-TOOL] + - [registry.terraform.io/modules/markti/github-runner](https://registry.terraform.io/modules/markti/github-runner/azurerm) [COMMUNITY-TOOL] + - [build5nines.com: Configuring Manual Triggers in GitHub Actions with `workflow_dispatch`](https://build5nines.com/configuring-manual-triggers-in-github-actions-with-workflow_dispatch) [COMMUNITY-TOOL] + - [build5nines.com: Configuring GitHub Actions to Run Jobs on Specific Branches](https://build5nines.com/configuring-github-actions-to-run-jobs-on-specific-branches) [COMMUNITY-TOOL] + - [build5nines.com: GitHub Actions: Get Current Branch Name for Git Repo](https://build5nines.com/github-actions-get-current-branch-name-for-git-repo) [COMMUNITY-TOOL] + - [redhat.com: Red Hat and GitHub Collaborate to Expand the Developer Experience' on Red Hat OpenShift with GitHub Actions 🌟](https://www.redhat.com/en/about/press-releases/red-hat-and-github-collaborate-expand-developer-experience-red-hat-openshift-github-actions) [COMMUNITY-TOOL] + - [github.com: RedHat Actions 🌟](https://github.com/redhat-actions) [COMMUNITY-TOOL] + - [hipertextual.com: GitHub une fuerzas con OpenIA para crear una inteligencia' artificial capaz de autocompletar cΓ³digo](https://hipertextual.com/2021/06/github-inteligencia-artificial-autocompletar-codigo) [COMMUNITY-TOOL] + - [xataka.com: Para quΓ© programar cuando una mΓ‘quina lo hace (un poco) por' ti: asΓ­ es Github Copilot, un sistema que se nutre del prodigioso GPT-3](https://www.xataka.com/robotica-e-ia/programar-cuando-maquina-hace-poco-ti-asi-github-copilot-sistema-que-se-nutre-prodigioso-gpt-3) [COMMUNITY-TOOL] + - [thenewstack.io: GitHub Copilot: A Powerful, Controversial Autocomplete for' Developers](https://thenewstack.io/github-copilot-a-powerful-controversial-autocomplete-for-developers) [COMMUNITY-TOOL] + - [xataka.com: Llevo algunos dΓ­as usando Copilot de GitHub para programar y' esta es mi experiencia](https://www.xataka.com/robotica-e-ia/llevo-algunos-dias-usando-copilot-github-para-programar-esta-mi-experiencia) [COMMUNITY-TOOL] + - [towardsdatascience.com: Can Github Copilot Replace Developers?](https://towardsdatascience.com/can-githubs-copilot-replace-developers-b89f28007c05) [COMMUNITY-TOOL] + - [towardsdatascience.com: Generating Python Scripts with OpenAi’s Github Copilot](https://towardsdatascience.com/generating-python-scripts-with-openais-github-copilot-da0b3fdd989) [COMMUNITY-TOOL] + - [dev.to: GitHub Copilot blew my mind on a code-along exercise](https://dev.to/colocodes/github-copilot-blew-my-mind-on-a-code-along-exercise-186n) [COMMUNITY-TOOL] + - [xataka.com: GitHub Copilot, el asistente para programar basado en IA, ya' estΓ‘ disponible para todos: cuΓ‘nto cuesta y quienes lo pueden usar gratis](https://www.xataka.com/aplicaciones/github-copilot-asistente-para-escribir-codigo-basado-ia-esta-disponible-para-todos-esto-que-costara) [COMMUNITY-TOOL] + - [genbeta.com: Ya hay organizaciones pro-software libre abandonando GitHub' por su uso comercial de proyectos open source en Copilot](https://www.genbeta.com/desarrollo/hay-organizaciones-pro-software-libre-abandonando-github-su-uso-comercial-proyectos-open-source-copilot) [COMMUNITY-TOOL] + - [xataka.com: Copilot ya escribe el 40% del cΓ³digo de lenguajes como Java' o Python que llega a GitHub. En cinco aΓ±os llegarΓ‘ al 80%](https://www.xataka.com/aplicaciones/copilot-escribe-40-codigo-lenguajes-como-java-python-que-llega-a-github-cinco-anos-llegara-al-80) [COMMUNITY-TOOL] + - [xataka.com: Copilot es una revoluciΓ³n para programadores (pero tambiΓ©n un' potencial problema legal para Microsoft)](https://www.xataka.com/robotica-e-ia/copilot-revolucion-para-programadores-tambien-potencial-problema-legal-para-microsoft) [COMMUNITY-TOOL] + - [github.blog/developer-skills: 10 unexpected ways to use GitHub Copilot](https://github.blog/developer-skills/programming-languages-and-frameworks/10-unexpected-ways-to-use-github-copilot) [COMMUNITY-TOOL] + - [xataka.com: Los programadores ya alucinaban con CoPilot y ChatGPT, pero' ahora DeepMind va mΓ‘s allΓ‘ con AplhaCode](https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ahora-deepmind-va-alla-aplhacode) [COMMUNITY-TOOL] + - [lucidrains/PaLM-rlhf-pytorch](https://github.com/lucidrains/PaLM-rlhf-pytorch) ⭐ 7864 [ENTERPRISE-STABLE] + - [codium.ai: We’ve launched CodiumAI powered by TestGPT and raised $11M. 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[Azure DevOps Labs 🌟](https://azuredevopslabs.com) [COMMUNITY-TOOL] + - [Microsoft Visual Studio Team Services (VSTS)](https://www.dotnetcurry.com/visualstudio/1322/what-is-visual-studio-team-system-vsts) [COMMUNITY-TOOL] + - [Microsoft Visual Studio Team Services (VSTS) Tutorial: The Cloud ALM Platform](https://www.softwaretestinghelp.com/microsoft-vsts-tutorial-1) [COMMUNITY-TOOL] + - [slideshare.net: Git version control and trunk based approach with VSTS](https://www.slideshare.net/arunmurughan/git-version-control-and-trunk-based-approach-with-vsts) [COMMUNITY-TOOL] + - [pre-commit](https://pre-commit.com) [COMMUNITY-TOOL] + - [**Git Plugin**: Merge Extensions](https://plugins.jenkins.io/git/#merge-extensions) [COMMUNITY-TOOL] + - [GitHub Pull Request Builder Plugin](https://plugins.jenkins.io/ghprb) [COMMUNITY-TOOL] + - [GitHub Branch Source Plugin:](https://plugins.jenkins.io/github-branch-source) [COMMUNITY-TOOL] + - [Automatic branch merging](https://confluence.atlassian.com/bitbucketserver/automatic-branch-merging-776639993.html) [COMMUNITY-TOOL] + - [Checks for merging pull requests](https://confluence.atlassian.com/bitbucketserver/checks-for-merging-pull-requests-776640039.html) [COMMUNITY-TOOL] + - [Code Dog](https://code-dog.app) [COMMUNITY-TOOL] + - [Jenkins Plugin: Bitbucket Push and Pull Request](https://plugins.jenkins.io/bitbucket-push-and-pull-request) [COMMUNITY-TOOL] + - [How to Implement the Automerge feature that is missing from BitBucket cloud](https://poolofthought.com/how-to-implement-the-automerge-feature-that-is-missing-from-bitbucket-cloud) [COMMUNITY-TOOL] + - [lab.texthtml.net: Gitlab Merge Bot](https://lab.texthtml.net/gitlab/merge-bot) [COMMUNITY-TOOL] + - [Mergecrush](https://www.mergecrush.com) [COMMUNITY-TOOL] + - [Marge-bot: A merge-bot for GitLab](https://github.com/smarkets/marge-bot) ⭐ 738 [COMMUNITY-TOOL] + - [Example: Smarkets's Marge-bot for GitLab keeps master always green](https://smarketshq.com/marge-bot-for-gitlab-keeps-master-always-green-6070e9d248df) [COMMUNITY-TOOL] + - [Example: GStreamer Merge Bot](https://gitlab.freedesktop.org/gstreamer-merge-bot) [COMMUNITY-TOOL] + - [Jenkins-X UpdateBOT](https://github.com/jenkins-x/updatebot) ⭐ 40 [COMMUNITY-TOOL] + - [Plastic SCM](https://www.plasticscm.com) [COMMUNITY-TOOL] + - [Plastic SCM DevOps Mergebot to implement a trunk-based development cycle](https://github.com/PlasticSCM/trunk-mergebot) [COMMUNITY-TOOL] + - [genbeta.com: Plastic SCM Mergebot: automatizando tu pipeline de desarrollo](https://www.genbeta.com/desarrollo/plastic-scm-mergebot-automatizando-tu-pipeline-desarrollo) [COMMUNITY-TOOL] + - [github-rebase-bot](https://github.com/nicolai86/github-rebase-bot) ⭐ 29 [COMMUNITY-TOOL] + - [Bulldozer: GitHub Pull Request Auto-Merge Bot](https://github.com/palantir/bulldozer) ⭐ 803 [COMMUNITY-TOOL] + - [github.com/squalrus/merge-bot: PR Merge Bot](https://github.com/squalrus/merge-bot) ⭐ 69 [COMMUNITY-TOOL] + - [Odoo Mergebot](https://github.com/odoo/odoo/wiki/Mergebot) ⭐ 50899 [DE FACTO STANDARD] + - [gmaster.io - Mergedroid: Automate merging just by analyzing your GitHub' repo.](https://gmaster.io/mergedroid) [COMMUNITY-TOOL] + - [Kodiak](https://kodiakhq.com) [COMMUNITY-TOOL] + - [Rultor, a Merging Bot](https://www.yegor256.com/2014/07/24/rultor-automated-merging.html) [COMMUNITY-TOOL] + - [Bors Bot](https://bors.tech) [COMMUNITY-TOOL] + - [Bors-ng: A merge bot for GitHub Pull Requests](https://github.com/bors-ng/bors-ng) ⭐ 1532 [COMMUNITY-TOOL] -#### Educational Guides - - - **(2023)** [computerhoy.com: ΒΏQuΓ© es el 'Deep Learning' y por quΓ© se considera una revoluciΓ³n en la inteligencia artificial?](https://computerhoy.20minutos.es) [SPANISH CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight provides a layperson's primer into how artificial neural networks learn patterns from vast datasets. Live Grounding shows this Spanish-language article is a useful primer for junior developers seeking entry-level deep learning definitions. [SPANISH CONTENT] ## Cloud Native Architecture ### Kubernetes Operators #### CI-CD Auto-Scaling - - **(2026)** [==github.com/actions/actions-runner-controller 🌟==](https://github.com/actions/actions-runner-controller) ⭐ 6260 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An official Kubernetes operator designed to manage self-hosted runner infrastructure dynamically. Integrates natively with Kubernetes HPA metrics to automatically scale runner pods based on job queues. -#### GitLab Orchestration - - - **(2021)** [about.gitlab.com: How to install and use the GitLab Kubernetes Operator (on OCP)](https://about.gitlab.com/blog/2021/11/16/gko-on-ocp) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” An official deployment architecture guide showing how to implement the GitLab Kubernetes Operator on Red Hat OpenShift Container Platform (OCP). Provides configuration details for persistent volumes, container security contexts, and runners to ensure stable multi-tenant operations. + - [github.com/actions/actions-runner-controller 🌟](https://github.com/actions/actions-runner-controller) ⭐ 6260 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An official Kubernetes operator designed to manage self-hosted runner infrastructure dynamically. Integrates natively with Kubernetes HPA metrics to automatically scale runner pods based on job queues. ## Cloud Native Infrastructure ### Container Registries #### GitHub Container Registry - - **(2020)** [itnext.io: Build & Ship: GitHub Container Registry & Kubernetes](https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This technical walkthrough explores using GitHub Container Registry (GHCR) to build, tag, push, and pull Docker containers natively inside Kubernetes deployment loops. It details how to set up pull secrets, automate container pushes with GitHub Actions, and synchronize build artifacts. In 2026, GHCR is a standard component of GitOps pipelines, making this integration highly relevant for cloud-native delivery teams. + - [itnext.io: Build & Ship: GitHub Container Registry & Kubernetes](https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21) [COMMUNITY-TOOL] [GUIDE] β€” This technical walkthrough explores using GitHub Container Registry (GHCR) to build, tag, push, and pull Docker containers natively inside Kubernetes deployment loops. It details how to set up pull secrets, automate container pushes with GitHub Actions, and synchronize build artifacts. In 2026, GHCR is a standard component of GitOps pipelines, making this integration highly relevant for cloud-native delivery teams. ### GitOps Control Planes #### Reliability as Code - **(2020)** [github.blog: Extending GitOps to reliability-as-code with GitHub and StackPulse](https://github.blog/enterprise-software/devops/extending-gitops-to-reliability-as-code-with-github-and-stackpulse) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An exploration of integrating StackPulse incident response and playbook execution directly into GitHub GitOps workflows. By defining response playbooks as declarative code files within version control, teams can trigger automated remediation pipelines during production failures. It highlights the convergence of SRE engineering practices with declarative Git-driven configurations. -### Helm Charts - -#### GitLab Infrastructure - - - **(2021)** [about.gitlab.com: GitLab Chart works towards Kubernetes 1.22](https://about.gitlab.com/blog/2021/12/17/gitlab-chart-works-towards-kubernetes-1-22) [ADVANCED LEVEL] 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” This development update outlines the efforts of the GitLab Helm Chart team to ensure compatibility with Kubernetes 1.22, addressing critical changes such as the removal of legacy v1beta1 APIs. This transition represents a historically significant engineering challenge for high-availability enterprise services migrating to modern declarative APIs. From a 2026 perspective, it highlights the continuous lifecycle maintenance required to run complex, stateful platforms natively on rapidly updating Kubernetes clusters. ### Platform Engineering #### GitLab Operations - - **(2021)** [**about.gitlab.com: GitLab’s Kubernetes Operator with support for Red Hat OpenShift is now generally available**](https://about.gitlab.com/blog/2021/10/12/open-shift-ga) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” This announcement marks the general availability of the GitLab Kubernetes Operator for Red Hat OpenShift, streamlining enterprise GitLab runner and instance deployments on hybrid cloud setups. In the 2026 enterprise landscape, Kubernetes operators are the standard pattern for stateful application management, validating this operator's crucial role in automating lifecycle tasks like scaling, backups, and upgrades within secure, managed Kubernetes domains. - - **(2022)** [about.gitlab.com: Simple Kubernetes management with GitLab](https://about.gitlab.com/blog/2022/11/15/simple-kubernetes-management-with-gitlab) 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” This blog details GitLab's efforts to lower the barrier to entry for Kubernetes management by introducing declarative cluster integrations. It demonstrates how teams can connect clusters and safely deploy applications with minimal infrastructure overhead. Live engineering feedback stresses the value of this direct integration for small-to-midsize teams looking to deploy workloads without managing heavy external GitOps controllers. - **(2021)** [containerjournal.com: GitLab Brings Kubernetes Operator to Red Hat OpenShift](https://cloudnativenow.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift) [ADVANCED LEVEL] 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” This industry report analyzes GitLab's strategic expansion to the Red Hat OpenShift ecosystem through its official Kubernetes Operator. Modern cloud-native platform architectures require simplified, declarative provisioning paths for hybrid deployment, and this integration remains a cornerstone for enterprise teams requiring automated GitOps-driven application delivery on managed Kubernetes clusters. #### GitOps Control Planes (1) - - **(2022)** [**itnext.io: Managing multiple Kubernetes clusters using Git 🌟**](https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An architectural analysis of strategies for managing multi-cluster Kubernetes deployments using Git as the single source of truth (GitOps). It breaks down repository structures, permission segmentation, and environment synchronization patterns required to coordinate global clusters safely. In 2026, multi-cluster federation and declarative management are standard requirements for enterprise high availability, making this a highly valuable blueprint. + - [itnext.io: Managing multiple Kubernetes clusters using Git 🌟](https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” An architectural analysis of strategies for managing multi-cluster Kubernetes deployments using Git as the single source of truth (GitOps). It breaks down repository structures, permission segmentation, and environment synchronization patterns required to coordinate global clusters safely. In 2026, multi-cluster federation and declarative management are standard requirements for enterprise high availability, making this a highly valuable blueprint. ## Continuous Delivery ### CI-CD Pipelines #### DevOps Education - - **(2021)** [**freecodecamp.org: DevOps with GitLab CI Course 🌟**](https://www.freecodecamp.org/news/devops-with-gitlab-ci-course) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A comprehensive, high-quality free course curated by freeCodeCamp that covers the fundamentals of building end-to-end DevOps workflows using GitLab CI. It offers step-by-step guidance on constructing pipelines, running test suites, building Docker images, and managing production releases. For developers in 2026, it serves as an excellent educational baseline for understanding declarative pipeline logic and deployment patterns. - - **(2022)** [community.ops.io: CI CD 101 with GitLab](https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A community tutorial introducing the basic principles of continuous integration and continuous deployment within the GitLab platform. It provides a simple sandbox example demonstrating how YAML configuration files command runners to automate builds. This serves as a reliable onboarding resource for cloud-native newcomers transitioning from manual deployments to automated pipelines. + - [freecodecamp.org: DevOps with GitLab CI Course 🌟](https://www.freecodecamp.org/news/devops-with-gitlab-ci-course) [ENTERPRISE-STABLE] [GUIDE] β€” A comprehensive, high-quality free course curated by freeCodeCamp that covers the fundamentals of building end-to-end DevOps workflows using GitLab CI. It offers step-by-step guidance on constructing pipelines, running test suites, building Docker images, and managing production releases. For developers in 2026, it serves as an excellent educational baseline for understanding declarative pipeline logic and deployment patterns. + - [community.ops.io: CI CD 101 with GitLab](https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol) [COMMUNITY-TOOL] [GUIDE] β€” A community tutorial introducing the basic principles of continuous integration and continuous deployment within the GitLab platform. It provides a simple sandbox example demonstrating how YAML configuration files command runners to automate builds. This serves as a reliable onboarding resource for cloud-native newcomers transitioning from manual deployments to automated pipelines. #### GitLab CI - - **(2021)** [vadosware.io: Level 1 Automated K8S Deployments With GitLab CI](https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A highly practical architectural guide detailing a 'Level 1' approach to automating Kubernetes deployments using standard GitLab CI/CD runner capabilities. By stripping away bloated frameworks, the author demonstrates how raw git workflows can safely deploy manifests directly to Kubernetes API endpoints. In the modern cloud landscape, this foundational model acts as a direct stepping stone toward full-fledged GitOps setups like ArgoCD or Flux. + - [vadosware.io: Level 1 Automated K8S Deployments With GitLab CI](https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci) [COMMUNITY-TOOL] [GUIDE] β€” A highly practical architectural guide detailing a 'Level 1' approach to automating Kubernetes deployments using standard GitLab CI/CD runner capabilities. By stripping away bloated frameworks, the author demonstrates how raw git workflows can safely deploy manifests directly to Kubernetes API endpoints. In the modern cloud landscape, this foundational model acts as a direct stepping stone toward full-fledged GitOps setups like ArgoCD or Flux. #### GitLab CI Running Environments - - **(2021)** [Deploy and Manage Gitlab Runners on Amazon EC2](https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2) 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An official AWS architectural guide detailing the orchestration of GitLab runners on Amazon EC2 instances with auto-scaling configurations. It outlines how to use AWS CloudFormation and Auto Scaling Groups to dynamically provision execution environments for high-concurrency CI/CD demands. This pattern remains highly stable for enterprise pipelines requiring dedicated, VM-isolated compute power, acting as a viable alternative or complement to Kubernetes-based runner architectures. + - [Deploy and Manage Gitlab Runners on Amazon EC2](https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2) [ENTERPRISE-STABLE] [GUIDE] β€” An official AWS architectural guide detailing the orchestration of GitLab runners on Amazon EC2 instances with auto-scaling configurations. It outlines how to use AWS CloudFormation and Auto Scaling Groups to dynamically provision execution environments for high-concurrency CI/CD demands. This pattern remains highly stable for enterprise pipelines requiring dedicated, VM-isolated compute power, acting as a viable alternative or complement to Kubernetes-based runner architectures. #### Quality Engineering - - **(2022)** [testmo.com: GitLab CI/CD Test Automation Pipeline & Reporting](https://www.testmo.com/guides/gitlab-ci-test-automation) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This guide explains how to integrate automated test execution and real-time test reporting inside GitLab CI/CD pipelines. It covers generating and uploading JUnit XML and JSON test results to track test suites, flaky tests, and overall system health. Modern microservices QA architectures depend on this rapid feedback loop to maintain short deployment cycles with absolute structural confidence. + - [testmo.com: GitLab CI/CD Test Automation Pipeline & Reporting](https://www.testmo.com/guides/gitlab-ci-test-automation) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” This guide explains how to integrate automated test execution and real-time test reporting inside GitLab CI/CD pipelines. It covers generating and uploading JUnit XML and JSON test results to track test suites, flaky tests, and overall system health. Modern microservices QA architectures depend on this rapid feedback loop to maintain short deployment cycles with absolute structural confidence. ## Developer Tools ### API Integration @@ -71,7 +127,7 @@ #### OpenAPI Standards - **(2020)** [**Introducing GitHub’s OpenAPI Description**](https://github.blog/news-insights/product-news/introducing-githubs-openapi-description) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” This product announcement introduces GitHub's officially supported OpenAPI description documents, enabling automated SDK generation, validation, and schema integration. Delivering a fully compliant REST API specification allows developers to generate highly precise, type-safe API clients across multiple programming languages. It represents a massive step forward for developers seeking to programmatically manage and audit organization assets safely. - - **(2020)** [GitHub's OpenAPI Spec Open-Sourced in Beta](https://www.infoq.com/news/2020/08/GitHub-open-api-spec) 🌟🌟🌟 [ENTERPRISE-STABLE] β€” An InfoQ news analysis covering GitHub's strategic move to open-source its REST API specification using the OpenAPI format. The article highlights how third-party tooling, API testing platforms, and developer tooling can consume these schemas to generate robust mock servers and client libraries. It is an important milestone in the shift toward standardized, contract-first API ecosystems across major developer platforms. + - [GitHub's OpenAPI Spec Open-Sourced in Beta](https://www.infoq.com/news/2020/08/GitHub-open-api-spec) [ENTERPRISE-STABLE] β€” An InfoQ news analysis covering GitHub's strategic move to open-source its REST API specification using the OpenAPI format. The article highlights how third-party tooling, API testing platforms, and developer tooling can consume these schemas to generate robust mock servers and client libraries. It is an important milestone in the shift toward standardized, contract-first API ecosystems across major developer platforms. #### Python Clients - **(2020)** [github.blog: Learn about ghapi, a new third-party Python client for the GitHub API](https://github.blog/developer-skills/programming-languages-and-frameworks/learn-about-ghapi-a-new-third-party-python-client-for-the-github-api) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory post outlining ghapi, a lightweight and dynamically-generated third-party Python client mapping directly to GitHub's REST API. By parsing OpenAPI definitions dynamically, it ensures total, up-to-date compliance with GitHub's endpoints without requiring manual updates. It provides a robust alternative to PyGithub for automations, scripting, and system integrations. @@ -79,28 +135,25 @@ #### Platform Optimization - - **(2022)** [**infoq.com: GitHub Codespaces Can Now Be Templated to Improve Performance**](https://www.infoq.com/news/2022/02/github-codespaces-templates) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” This technical news article details the introduction of Codespaces templates, designed to optimize boot times and environment reproducibility. By pre-building dependencies and container configurations, developers can spin up fully realized environments almost instantaneously. This performance optimization is critical for scaling enterprise-grade remote development initiatives while controlling execution costs. + - [infoq.com: GitHub Codespaces Can Now Be Templated to Improve Performance](https://www.infoq.com/news/2022/02/github-codespaces-templates) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” This technical news article details the introduction of Codespaces templates, designed to optimize boot times and environment reproducibility. By pre-building dependencies and container configurations, developers can spin up fully realized environments almost instantaneously. This performance optimization is critical for scaling enterprise-grade remote development initiatives while controlling execution costs. #### Visual Studio Integrations - - **(2026)** [==GitHub Codespaces==](https://github.com/features/codespaces) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” GitHub Codespaces delivers cloud-hosted, highly configurable development environments running directly inside Visual Studio Code or browser instances. By leveraging declarative configuration (devcontainer.json), platform teams can eliminate the standard 'works on my machine' problem and onboard developers in seconds. It represents a paradigm shift in software engineering productivity, replacing heavy local setups with scalable, secure cloud-native workstations. + - [GitHub Codespaces](https://github.com/features/codespaces) [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” GitHub Codespaces delivers cloud-hosted, highly configurable development environments running directly inside Visual Studio Code or browser instances. By leveraging declarative configuration (devcontainer.json), platform teams can eliminate the standard 'works on my machine' problem and onboard developers in seconds. It represents a paradigm shift in software engineering productivity, replacing heavy local setups with scalable, secure cloud-native workstations. #### Web IDEs - - **(2021)** [dev.to: 10 Fun Things You Can Do With GitHub.dev 😎](https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This guide details 10 highly useful features of github.dev, the web-based, zero-install IDE that opens immediately when pressing '.' inside any GitHub repository. It explores editing workflows, extensions compatibility, and visual commits directly on the web. It serves as an excellent operational guide for quick reviews and documentation modifications without spinning up local environments. + - [dev.to: 10 Fun Things You Can Do With GitHub.dev 😎](https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7) [COMMUNITY-TOOL] [GUIDE] β€” This guide details 10 highly useful features of github.dev, the web-based, zero-install IDE that opens immediately when pressing '.' inside any GitHub repository. It explores editing workflows, extensions compatibility, and visual commits directly on the web. It serves as an excellent operational guide for quick reviews and documentation modifications without spinning up local environments. ### Collaboration and Workflow #### Command Line Tools - - **(2026)** [==GitHub CLI==](https://cli.github.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” GitHub's official command-line interface (gh) brings pull requests, issues, releases, and actions directly to the terminal. It serves as an essential utility for developers and platform engineers to automate repository operations, script complex workflows, and integrate native GitHub features without leaving the terminal context. In 2026, it is an indispensable element of automated infrastructure and developer workstations. - **(2021)** [**github.blog: GitHub CLI 2.0 includes extensions!**](https://github.blog/news-insights/product-news/github-cli-2-0-includes-extensions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” This product update details the release of GitHub CLI 2.0, introducing a robust extension model that allows developers to write, share, and install custom commands natively inside the gh tool. This capability transforms the CLI into an extensible developer-experience hub tailored to organization-specific workflows. For platform teams in 2026, it is an essential mechanism for distributing localized platform commands directly to developers' shells. -#### Desktop Integrations - - - **(2021)** [about.gitlab.com: Why we built GitDock, our desktop app to navigate your GitLab activities](https://about.gitlab.com/blog/2021/10/05/gitpod-desktop-app-personal-activities) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” GitDock was introduced to simplify personal GitLab workflow tracking by displaying activities directly on the desktop. While it streamlines developer interaction with GitLab issues, merge requests, and pipelines without browser-hopping, live engineering trends in 2026 favor deeply integrated IDE extensions or web-native environments like Gitpod and Codespaces. + - [GitHub CLI](https://cli.github.com) [DE FACTO STANDARD] β€” GitHub's official command-line interface (gh) brings pull requests, issues, releases, and actions directly to the terminal. It serves as an essential utility for developers and platform engineers to automate repository operations, script complex workflows, and integrate native GitHub features without leaving the terminal context. In 2026, it is an indispensable element of automated infrastructure and developer workstations. #### Developer Education - **(2026)** [**education.github.com**](https://github.com/education) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” GitHub Education offers a comprehensive suite of resources, including the Student Developer Pack, Github Classroom, and campus programs designed to empower the next generation of engineers with industry-grade software tools. Providing free access to essential developer services, it acts as a critical bridge between academic instruction and professional continuous delivery environments. #### Developer Relations - - **(2021)** [stackoverflow.blog: GitLab launches Collective on Stack Overflow](https://stackoverflow.blog/2021/09/22/gitlab-launches-collective-on-stack-overflow) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This announcement details the creation of the GitLab Collective on Stack Overflow to aggregate community knowledge, Q&A, and technical documentation into a centralized developer portal. By consolidating debugging information and best practices, it aims to reduce support overhead and accelerate developer onboarding. It represents a coordinated effort to build unified community support channels for complex DevOps tools. + - [stackoverflow.blog: GitLab launches Collective on Stack Overflow](https://stackoverflow.blog/2021/09/22/gitlab-launches-collective-on-stack-overflow) [COMMUNITY-TOOL] [GUIDE] β€” This announcement details the creation of the GitLab Collective on Stack Overflow to aggregate community knowledge, Q&A, and technical documentation into a centralized developer portal. By consolidating debugging information and best practices, it aims to reduce support overhead and accelerate developer onboarding. It represents a coordinated effort to build unified community support channels for complex DevOps tools. #### Documentation Engines - **(2020)** [github.blog: How we launched docs.github.com](https://github.blog/engineering/how-we-launched-docs-github-com) [ADVANCED LEVEL] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” An in-depth engineering case study describing GitHub's architectural migration of its developer documentation site to a modern, Markdown-driven, node.js platform. It details how the engineering team optimized rendering performance, designed internationalization frameworks, and maintained strict availability under massive traffic. This serves as a vital blueprint for any team building developer portal documentation platforms at hyper-scale. @@ -109,11 +162,11 @@ - **(2022)** [infoworld.com: GitHub introduces code review controls 🌟](https://www.infoworld.com/article/2270808/github-introduces-code-review-controls.html) 🌟🌟🌟 [ENTERPRISE-STABLE] β€” This InfoWorld article highlights GitHub's enhancement of its governance capabilities through advanced code review controls, ensuring compliance policies can be enforced programmatically. By restricting who can approve pull requests and ensuring checks pass, organizations can automate their security and governance criteria. For enterprises running in regulated environments, these platform constraints are critical to maintaining audit trails. #### Frontend Web Components - - **(2018)** [buttons.github.io: GitHub Buttons](https://buttons.github.io) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A popular web resource that allows developers to generate customizable, lightweight, unofficial GitHub badges and buttons for their landing pages. These badges provide visual social proof (such as Star, Watch, or Fork counts) directly inside web interfaces. It remains a staple component of modern open-source marketing and project documentation strategies. + - [buttons.github.io: GitHub Buttons](https://buttons.github.io) [COMMUNITY-TOOL] β€” A popular web resource that allows developers to generate customizable, lightweight, unofficial GitHub badges and buttons for their landing pages. These badges provide visual social proof (such as Star, Watch, or Fork counts) directly inside web interfaces. It remains a staple component of modern open-source marketing and project documentation strategies. #### Git Basics - - **(2021)** [dev.to: Git and GitHub: The Complete Guides - Chapter 6: GitHub Merging](https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This educational chapter offers a granular breakdown of GitHub merge mechanics, detailing the technical and operational differences between standard merges, squashes, and rebases. By illustrating these models visually, the guide assists engineering teams in establishing clean, history-preserving git workflows. It is highly valued as a reference for mastering commit control in shared development environments. - - **(2021)** [dev.to: Git and GitHub Series' Articles - The Complete Guides 🌟](https://dev.to/ifierygod/series/14420) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive community collection of guides detailing Git and GitHub workflows from initial commits to advanced repository structures. It provides developers with a clear roadmap to master branches, merge conflicts, pull requests, and security profiles. It functions as an onboarding baseline for developers seeking a cohesive understanding of modern version control. + - [dev.to: Git and GitHub: The Complete Guides - Chapter 6: GitHub Merging](https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74) [COMMUNITY-TOOL] [GUIDE] β€” This educational chapter offers a granular breakdown of GitHub merge mechanics, detailing the technical and operational differences between standard merges, squashes, and rebases. By illustrating these models visually, the guide assists engineering teams in establishing clean, history-preserving git workflows. It is highly valued as a reference for mastering commit control in shared development environments. + - [dev.to: Git and GitHub Series' Articles - The Complete Guides 🌟](https://dev.to/ifierygod/series/14420) [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive community collection of guides detailing Git and GitHub workflows from initial commits to advanced repository structures. It provides developers with a clear roadmap to master branches, merge conflicts, pull requests, and security profiles. It functions as an onboarding baseline for developers seeking a cohesive understanding of modern version control. #### InnerSource Methodology - **(2021)** [github.blog: Solving the innersource discovery problem - Discoverability](https://github.blog/enterprise-software/devops/solving-the-innersource-discovery-problem) 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” This blog examines strategies for resolving the InnerSource discovery problem within large enterprises by building unified project catalogues inside GitHub. By utilizing custom repository tags, descriptive metadata, and search API queries, engineering organizations can minimize redundant codebases and foster cross-team collaboration. This framework is highly valuable for multi-thousand developer enterprises aiming to optimize architectural reuse. @@ -122,17 +175,17 @@ - **(2021)** [**blog.gruntwork.io: Introducing git-xargs: an open source tool to update multiple GitHub repos**](https://www.gruntwork.io/blog/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Gruntwork introduces git-xargs, a powerful open-source command-line tool designed to perform bulk edits across multiple GitHub repositories concurrently using scripts or CLI commands. It automates the tedious task of branching, committing, pushing, and opening pull requests across dozens of repositories. For platform engineering teams managing microservice fleets, this utility dramatically reduces the overhead of updating shared configurations. #### Product Strategy - - **(2026)** [==GitHub public roadmap 🌟==](https://github.com/github/roadmap) ⭐ 8741 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official interactive roadmap repository for upcoming features across GitHub's product suite (Copilot, Actions, Projects, Security). This public portal allows product managers and platform architects to anticipate feature deliveries and align internal DevOps transformations with upstream capabilities. In 2026, it remains a model of public transparency in platform software engineering. + - [GitHub public roadmap 🌟](https://github.com/github/roadmap) ⭐ 8741 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The official interactive roadmap repository for upcoming features across GitHub's product suite (Copilot, Actions, Projects, Security). This public portal allows product managers and platform architects to anticipate feature deliveries and align internal DevOps transformations with upstream capabilities. In 2026, it remains a model of public transparency in platform software engineering. #### Repository Migration - - **(2021)** [returngis.net: Migrar un repositorio de un BitBucket Server local a GitHub](https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github) [SPANISH CONTENT] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Esta guΓ­a tΓ©cnica detalla el proceso paso a paso para migrar repositorios desde un servidor BitBucket local hacia GitHub de manera segura. El autor describe los comandos de clonaciΓ³n profunda, la preservaciΓ³n de metadatos histΓ³ricos de Git y la gestiΓ³n de ramas. Para equipos de ingenierΓ­a en proceso de consolidaciΓ³n de herramientas DevOps, este recurso ofrece un plano de migraciΓ³n pragmΓ‘tico. [SPANISH CONTENT] + - [returngis.net: Migrar un repositorio de un BitBucket Server local a GitHub](https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Esta guΓ­a tΓ©cnica detalla el proceso paso a paso para migrar repositorios desde un servidor BitBucket local hacia GitHub de manera segura. El autor describe los comandos de clonaciΓ³n profunda, la preservaciΓ³n de metadatos histΓ³ricos de Git y la gestiΓ³n de ramas. Para equipos de ingenierΓ­a en proceso de consolidaciΓ³n de herramientas DevOps, este recurso ofrece un plano de migraciΓ³n pragmΓ‘tico. [SPANISH CONTENT] #### Repository Settings - - **(2020)** [github.blog: Set the default branch for newly-created repositories](https://github.blog/changelog/2020-08-26-set-the-default-branch-for-newly-created-repositories) 🌟🌟 [ENTERPRISE-STABLE] β€” This official changelog details the introduction of user-defined default branch names (e.g., main instead of master) for newly created repositories. It represented an important step towards cultural alignment and programmatic consistency in modern developer workflows. This configuration option is globally standard across all organizations to maintain uniform version control structures. + - [github.blog: Set the default branch for newly-created repositories](https://github.blog/changelog/2020-08-26-set-the-default-branch-for-newly-created-repositories) [ENTERPRISE-STABLE] β€” This official changelog details the introduction of user-defined default branch names (e.g., main instead of master) for newly created repositories. It represented an important step towards cultural alignment and programmatic consistency in modern developer workflows. This configuration option is globally standard across all organizations to maintain uniform version control structures. #### UI Optimization - - **(2021)** [github.blog: Improved pull request file filtering](https://github.blog/changelog/2021-09-27-improved-pull-request-file-filtering) 🌟🌟🌟 [ENTERPRISE-STABLE] β€” This changelog details UI additions that permit advanced, syntax-aware file filtering inside pull requests, helping engineers focus on specific directories, file types, or owned code paths during reviews. This optimization speeds up reviews for monorepos, where single pull requests can touch multiple independent microservices. In the current engineering landscape, this is a staple feature that enhances developer efficiency during code audits. - - **(2020)** [Things you didn't know you could diff in GitHub](https://sebastiandedeyne.com/things-you-didnt-know-you-could-diff-in-github) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This practical blog post explores advanced, lesser-known capabilities of the GitHub visual diff engine, including comparing images, text files, and custom formats. Utilizing these hidden comparison features allows engineers to speed up pull request reviews and visual audits. For front-end developers and UI teams, this offers native workflow enhancements without installing local comparison suites. + - [Things you didn't know you could diff in GitHub](https://sebastiandedeyne.com/things-you-didnt-know-you-could-diff-in-github) [COMMUNITY-TOOL] [GUIDE] β€” This practical blog post explores advanced, lesser-known capabilities of the GitHub visual diff engine, including comparing images, text files, and custom formats. Utilizing these hidden comparison features allows engineers to speed up pull request reviews and visual audits. For front-end developers and UI teams, this offers native workflow enhancements without installing local comparison suites. + - [github.blog: Improved pull request file filtering](https://github.blog/changelog/2021-09-27-improved-pull-request-file-filtering) [ENTERPRISE-STABLE] β€” This changelog details UI additions that permit advanced, syntax-aware file filtering inside pull requests, helping engineers focus on specific directories, file types, or owned code paths during reviews. This optimization speeds up reviews for monorepos, where single pull requests can touch multiple independent microservices. In the current engineering landscape, this is a staple feature that enhances developer efficiency during code audits. ### Continuous Delivery (1) #### Enterprise Deployment Architectures @@ -141,21 +194,18 @@ - **(2020)** [**github.blog: Deployment reliability at GitHub**](https://github.blog/developer-skills/github/deployment-reliability-at-github) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” This engineering post addresses the operational workflows and tools used by GitHub engineers to ensure service reliability during heavy continuous deployment cycles. It details monitoring techniques, automatic circuit breakers, and database migration safety profiles. Understanding these practices helps modern platform engineering departments construct resilient software delivery frameworks of similar scale. ### Infrastructure Monitoring -#### Developer Experience Dashboards - - - **(2020)** [grafana.com: How we use the Grafana GitHub plugin to track outstanding pull requests](https://grafana.com/blog/2020/09/21/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Grafana details their internal workflow configuration utilizing the Grafana GitHub plugin to visualize team velocity, pull request backlogs, and code review cycle times. This approach transitions software delivery metrics into real-time operational panels alongside infrastructure performance data. By unifying telemetry and development state, engineering managers gain unprecedented visibility into systemic delivery bottlenecks. #### Developer Platform Reliability - - **(2026)** [==githubstatus.com 🌟==](https://www.githubstatus.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official live health status dashboard for GitHub services, offering real-time tracking of API, Git operations, Actions, Packages, and Pages. This portal is a critical dependency for worldwide enterprise CI/CD monitoring, alerting DevOps teams of platform-wide outages. Continuous monitoring of this page is a fundamental operational pattern for platform engineers relying on automated deployment workflows. - - **(2026)** [==githubstatus.com/uptime 🌟==](https://www.githubstatus.com/uptime) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The dedicated uptime tracker of the GitHub platform, exposing SLA historical logs and service reliability metrics over rolling cycles. This endpoint is highly valued by operations and compliance teams validating continuous delivery commitments and tracking upstream infrastructure health. It provides empirical foundation metrics to build resilient multi-region or hybrid development setups. + - [githubstatus.com 🌟](https://www.githubstatus.com) [DE FACTO STANDARD] β€” The official live health status dashboard for GitHub services, offering real-time tracking of API, Git operations, Actions, Packages, and Pages. This portal is a critical dependency for worldwide enterprise CI/CD monitoring, alerting DevOps teams of platform-wide outages. Continuous monitoring of this page is a fundamental operational pattern for platform engineers relying on automated deployment workflows. + - [githubstatus.com/uptime 🌟](https://www.githubstatus.com/uptime) [DE FACTO STANDARD] β€” The dedicated uptime tracker of the GitHub platform, exposing SLA historical logs and service reliability metrics over rolling cycles. This endpoint is highly valued by operations and compliance teams validating continuous delivery commitments and tracking upstream infrastructure health. It provides empirical foundation metrics to build resilient multi-region or hybrid development setups. ### Security and Compliance #### Identity and Access Management - **(2021)** [**github.blog: Security keys are now supported for SSH Git operations 🌟**](https://github.blog/engineering/security-keys-supported-ssh-git-operations) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An engineering post announcing GitHub's native support for physical security keys (FIDO2) during SSH-based Git operations. This capability permits developers to secure their command-line Git flows using hardware-based cryptographic keys, protecting local machines against key-extraction attacks. In 2026, enforcing hardware-backed credentials remains a core security pillar for high-compliance enterprise teams. - **(2020)** [Token authentication requirements for API and Git operations](https://github.blog/news-insights/company-news/token-authentication-requirements-for-api-and-git-operations) 🌟🌟🌟 [ENTERPRISE-STABLE] β€” A critical security announcement detailing GitHub's enforcement of token-based authentication to replace standard passwords for Git operations. This initiative is a foundational component of modern supply chain security, designed to significantly reduce credential theft and brute-force vulnerabilities. From a 2026 perspective, this change has cemented the standard of multi-factor, programmatic identity verification in software delivery pipelines. - - **(2021)** [dev.to: How to never type passwords when using Git](https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A highly accessible tutorial detailing how to set up passwordless Git operations using secure SSH keys or credential managers. By eliminating manual password typing, it improves the command-line developer experience while enhancing repository security. It remains a crucial troubleshooting reference for junior developers transitioning to professional, secure workspaces. - **(2020)** [theregister.com: Passwords begone: GitHub will ban them next year for authenticating Git operations](https://www.theregister.com/security/2020/12/17/passwords-begone-github-will-ban-them-next-year-for-authenticating-git-operations/958514) 🌟🌟 [LEGACY] β€” This news report covers GitHub's monumental policy transition to ban password authentication for all Git operations, forcing migration to fine-grained access tokens or secure SSH keys. This marked a historical industry shift toward identity validation best practices. From a 2026 perspective, this transition successfully eliminated major credential-harvesting vulnerabilities across the global open-source ecosystem. + - [dev.to: How to never type passwords when using Git](https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb) [COMMUNITY-TOOL] [GUIDE] β€” A highly accessible tutorial detailing how to set up passwordless Git operations using secure SSH keys or credential managers. By eliminating manual password typing, it improves the command-line developer experience while enhancing repository security. It remains a crucial troubleshooting reference for junior developers transitioning to professional, secure workspaces. #### Software Supply Chain - **(2021)** [**github.blog: GitHub brings supply chain security features to the Go community**](https://github.blog/security/supply-chain-security/github-supply-chain-security-features-go-community) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” This security update details the extension of GitHub's Dependabot security alerts and vulnerability graph to native Go community dependency files (go.mod/go.sum). By scanning Go project dependencies in real-time, the platform helps prevent downstream supply chain attacks. This capability is vital for cloud-native projects, where Go is the dominant language for infrastructure tools. @@ -165,27 +215,10 @@ #### GitLab CI (1) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [lambdatest.com: How To Use GitLab CI To Run Tests Locally? 🌟](https://www.testmuai.com/blog/use-gitlab-ci-to-run-test-locally) | | GitLab CI | English | 🌟🌟🌟🌟 | - | [about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity](https://about.gitlab.com/blog/2021/01/20/using-run-parallel-jobs) | | GitLab CI | English | 🌟🌟🌟🌟 | - | [about.gitlab.com: How to use GitLab CI to deploy to multiple environments](https://about.gitlab.com/blog/2021/02/05/ci-deployment-and-environments) | | GitLab CI | English | 🌟🌟🌟🌟 | - | [about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building a CI/CD pipeline](https://about.gitlab.com/blog/2021/02/22/pipeline-editor-overview) | | GitLab CI | English | 🌟🌟🌟🌟 | - | [pythonspeed.com: Building Docker images on GitLab CI: Docker-in-Docker and Podman 🌟](https://pythonspeed.com/articles/gitlab-build-docker-image) | | GitLab CI | English | 🌟🌟🌟🌟 | - | [devclass.com: Git a March on: GitLab 13.10 ramps up security, adds support for OpenShift, DORA](https://www.devclass.com/ci-cd/2021/03/23/git-a-march-on-gitlab-1310-ramps-up-security-adds-support-for-openshift-dora/1619889) | | GitLab CI | English | 🌟🌟🌟 | - | [sdtimes: GitLab 14 aims to do away with DIY DevOps toolchains 🌟](https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains) | | GitLab CI | English | 🌟🌟🌟 | - | [about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies](https://about.gitlab.com/releases/2021/07/22/gitlab-14-1-released) | | GitLab CI | English | 🌟🌟🌟 | - - **(2023)** [**lambdatest.com: How To Use GitLab CI To Run Tests Locally? 🌟**](https://www.testmuai.com/blog/use-gitlab-ci-to-run-test-locally) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A practical developer-oriented guide explaining how to leverage the `gitlab-runner exec` command to execute, debug, and validate CI/CD pipeline jobs directly on a local workstation before committing code changes to a remote repository. - - **(2021)** [**about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity**](https://about.gitlab.com/blog/2021/01/20/using-run-parallel-jobs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A technical execution guide detailing how to use GitLab's `parallel` keyword to shard test suites across multiple concurrent runner nodes. Demonstrates massive optimization in build times, boosting continuous integration feedback loops at scale. - - **(2021)** [**about.gitlab.com: How to use GitLab CI to deploy to multiple environments**](https://about.gitlab.com/blog/2021/02/05/ci-deployment-and-environments) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A structured guide outlining how to design, configure, and secure environments (development, staging, production) within GitLab CI/CD. Highlights protected environments, dynamic deployment tracking, and manual approval gates. - - **(2021)** [**about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building a CI/CD pipeline**](https://about.gitlab.com/blog/2021/02/22/pipeline-editor-overview) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Introduces GitLab's integrated visual Pipeline Editor, featuring live YAML validation, linting, and complete visualization of pipeline structures. This tool dramatically lowers the barrier to entry for authoring complex deployment paths. - - **(2021)** [**pythonspeed.com: Building Docker images on GitLab CI: Docker-in-Docker and Podman 🌟**](https://pythonspeed.com/articles/gitlab-build-docker-image) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A highly-regarded architectural deep dive by PythonSpeed comparing Docker-in-Docker (DinD) versus Podman for building container images securely inside GitLab CI pipelines. Details key differences in daemon-less execution and privilege levels. - **(2021)** [devclass.com: Git a March on: GitLab 13.10 ramps up security, adds support for OpenShift, DORA](https://www.devclass.com/ci-cd/2021/03/23/git-a-march-on-gitlab-1310-ramps-up-security-adds-support-for-openshift-dora/1619889) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An industry news review covering the key features of the GitLab 13.10 release, showcasing the initial support for native OpenShift deployments, compliance frameworks, and the integration of out-of-the-box DORA performance metrics. - - **(2021)** [sdtimes: GitLab 14 aims to do away with DIY DevOps toolchains 🌟](https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An analysis covering the strategic direction of the GitLab 14 platform release. Discusses the goal of eliminating fragmented DIY developer toolchains in favor of a cohesive, compliance-first DevOps platform. - - **(2021)** [about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies](https://about.gitlab.com/releases/2021/07/22/gitlab-14-1-released) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official release notes for GitLab 14.1 introducing native Helm Chart Registry support and customizable escalation policies for incident response, aligning development workflows directly with target operational tools. + - [sdtimes: GitLab 14 aims to do away with DIY DevOps toolchains 🌟](https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains) [COMMUNITY-TOOL] β€” An analysis covering the strategic direction of the GitLab 14 platform release. Discusses the goal of eliminating fragmented DIY developer toolchains in favor of a cohesive, compliance-first DevOps platform. + - [pythonspeed.com: Building Docker images on GitLab CI: Docker-in-Docker and' Podman 🌟](https://pythonspeed.com/articles/gitlab-build-docker-image) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” A highly-regarded architectural deep dive by PythonSpeed comparing Docker-in-Docker (DinD) versus Podman for building container images securely inside GitLab CI pipelines. Details key differences in daemon-less execution and privilege levels. #### SaaS Platforms - [==gitlab.com==](https://about.gitlab.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive single-application DevSecOps platform spanning the entire software development lifecycle. GitLab integrates Git repository management, robust container registries, declarative CI/CD pipelines, security scanning, and agile planning in a unified system. @@ -193,14 +226,14 @@ #### SaaS Platforms (1) - - [==bitbucket.org==](https://bitbucket.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” Atlassian's primary enterprise Git hosting platform, offering tight integration with Jira and Confluence. Known for its native support of Git LFS, integrated Pipelines for CI/CD, and robust security access controls tailored for legacy and modern corporate infrastructure. + - [bitbucket.org](https://bitbucket.org) [DE FACTO STANDARD] [LEGACY] β€” Atlassian's primary enterprise Git hosting platform, offering tight integration with Jira and Confluence. Known for its native support of Git LFS, integrated Pipelines for CI/CD, and robust security access controls tailored for legacy and modern corporate infrastructure. ## Platform Engineering (1) ### CI-CD #### Cloud Native Orchestration - - **(2021)** [vimeo.com: How to Create a CI/CD Pipeline with GitHub Actions and K8s Like a Boss](https://vimeo.com/552276182) [EN CONTENT] [COMMUNITY-TOOL] β€” A detailed technical video walkthrough presenting modern pipeline configurations to package container images and deploy them dynamically to remote Kubernetes setups. + - [vimeo.com: How to Create a CI/CD Pipeline with GitHub Actions and K8s Like' a Boss](https://vimeo.com/552276182) [EN CONTENT] [COMMUNITY-TOOL] β€” A detailed technical video walkthrough presenting modern pipeline configurations to package container images and deploy them dynamically to remote Kubernetes setups. #### Cloud Native Testing - **(2021)** [github.blog: Testing cloud apps with GitHub Actions and cloud-native open source tools](https://github.blog/enterprise-software/devops/devops-cloud-testing) [EN CONTENT] [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” An enterprise architectural case study detailing how to coordinate end-to-end cloud-native integrations. Demonstrates the orchestration of testing harnesses inside local runners using Kind or Minikube. @@ -217,30 +250,30 @@ - **(2022)** [github.blog: 10 GitHub Actions resources to bookmark from the basics to CI/CD](https://github.blog/developer-skills/github/10-github-actions-resources-basics-ci-cd) [EN CONTENT] [COMMUNITY-TOOL] β€” A curated collection of educational resources, documentation links, and architectural articles to guide developers from basic task configuration to enterprise delivery models. - **(2022)** [resources.github.com: What is GitHub Actions? How automation & CI/CD work on GitHub (whitepaper/pdf)](https://github.com/resources/whitepapers/actions) [EN CONTENT] [CASE STUDY] [COMMUNITY-TOOL] β€” An official enterprise whitepaper detailing the strategic benefits of unifying CI/CD and developer automation workflows directly within the GitHub ecosystem. - **(2021)** [github.blog: How to start using reusable workflows with GitHub Actions](https://github.blog/developer-skills/github/using-reusable-workflows-github-actions) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Explains how to implement DRY patterns across corporate pipelines using Reusable Workflows (`workflow_call`). Allows infrastructure teams to write central, versioned YAML files that can be consumed securely by downstream application teams. - - **(2021)** [dev.to: What's the difference between a GitHub Action and a Workflow?](https://dev.to/github/whats-the-difference-between-a-github-action-and-a-workflow-2gba) [EN CONTENT] [COMMUNITY-TOOL] β€” A structural overview explaining the conceptual boundaries and configuration differences between reusable individual step blocks (Actions) and the orchestration files (Workflows). + - [dev.to: What's the difference between a GitHub Action and a Workflow?](https://dev.to/github/whats-the-difference-between-a-github-action-and-a-workflow-2gba) [EN CONTENT] [COMMUNITY-TOOL] β€” A structural overview explaining the conceptual boundaries and configuration differences between reusable individual step blocks (Actions) and the orchestration files (Workflows). #### GitHub Actions Security - - **(2022)** [**github.com/marketplace: Use AWS Secrets Manager secrets in GitHub jobs 🌟**](https://github.com/marketplace/actions/aws-secrets-manager-github-action) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A specialized action integration that safely pulls active runtime parameters directly from AWS Secrets Manager straight into runner environment memory without leaking variables to disk storage. - - **(2022)** [adamtheautomator.com: How to Manage GitHub Actions Environment Variables and Secrets](https://adamtheautomator.com/github-actions-environment-variables) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A deep-dive engineering guide on scoping, storing, and calling secrets and environment parameters within Actions runner processes. Explains how to set up repository-level, organization-level, and environment-scoped variables while minimizing accidental exposure vectors. - **(2021)** [github.blog: Implementing least privilege for secrets in GitHub Actions](https://github.blog/security/application-security/implementing-least-privilege-for-secrets-in-github-actions) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Security architectural playbook detailing how to apply the principle of least privilege to pipeline environments. Covers runner permission isolation, OIDC configuration, and restricted secret scoping. - - **(2021)** [github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN 🌟](https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Crucial update announcing granular permission controls for the default GITHUB_TOKEN inside YAML workflows, enabling developers to strictly limit scope write-access. + - [adamtheautomator.com: How to Manage GitHub Actions Environment Variables' and Secrets](https://adamtheautomator.com/github-actions-environment-variables) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A deep-dive engineering guide on scoping, storing, and calling secrets and environment parameters within Actions runner processes. Explains how to set up repository-level, organization-level, and environment-scoped variables while minimizing accidental exposure vectors. + - [github.com/marketplace: Use AWS Secrets Manager secrets in GitHub jobs 🌟](https://github.com/marketplace/actions/aws-secrets-manager-github-action) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A specialized action integration that safely pulls active runtime parameters directly from AWS Secrets Manager straight into runner environment memory without leaking variables to disk storage. + - [github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN 🌟](https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Crucial update announcing granular permission controls for the default GITHUB_TOKEN inside YAML workflows, enabling developers to strictly limit scope write-access. #### Infrastructure Strategy - **(2021)** [blog.codecentric.de: Stop re-writing pipelines! Why GitHub Actions drive the future of CI/CD](https://www.codecentric.de/en/knowledge-hub/blog/github-actions-nextgen-cicd) [EN CONTENT] [COMMUNITY-TOOL] β€” Architectural thought-leadership piece illustrating why vendor-agnostic pipeline abstractions and reusable Actions blocks prevent pipeline maintenance fatigue. #### Mobile Pipelines - - **(2021)** [itnext.io: GitHub Actions for Android Developers](https://itnext.io/github-actions-for-android-developers-9ae606df2bfa) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An specialized Android delivery guide detailing Gradle task pipelines, local caching parameters, and fastlane integrations inside Actions environments. + - [itnext.io: GitHub Actions for Android Developers](https://itnext.io/github-actions-for-android-developers-9ae606df2bfa) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An specialized Android delivery guide detailing Gradle task pipelines, local caching parameters, and fastlane integrations inside Actions environments. #### Repository Cleanup - - **(2019)** [github.com: Branch Cleanup Action 🌟](https://github.com/jessfraz/branch-cleanup-action) ⭐ 422 [EN CONTENT] 🌟🌟 [LEGACY] β€” An automated GitHub Action for cleaning up stale merged branches. Under Minimum Viable Quality (MVQ) guidelines, this repository is classified as legacy due to lack of commits for over four years. + - [github.com: Branch Cleanup Action 🌟](https://github.com/jessfraz/branch-cleanup-action) ⭐ 422 [EN CONTENT] [LEGACY] β€” An automated GitHub Action for cleaning up stale merged branches. Under Minimum Viable Quality (MVQ) guidelines, this repository is classified as legacy due to lack of commits for over four years. #### Runner Infrastructure - - **(2021)** [github.blog: GitHub Actions: Ephemeral self-hosted runners & new webhooks for auto-scaling](https://github.blog/changelog/2021-09-20-github-actions-ephemeral-self-hosted-runners-new-webhooks-for-auto-scaling) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Product release introducing ephemeral self-hosted runners and targeted autoscale webhooks, allowing platform teams to build dynamic, secure single-use runner environments. + - [github.blog: GitHub Actions: Ephemeral self-hosted runners & new webhooks' for auto-scaling](https://github.blog/changelog/2021-09-20-github-actions-ephemeral-self-hosted-runners-new-webhooks-for-auto-scaling) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Product release introducing ephemeral self-hosted runners and targeted autoscale webhooks, allowing platform teams to build dynamic, secure single-use runner environments. ### DevSecOps #### Artifact Signing - - **(2021)** [github.blog: Container signing added to the Publish Docker Container workflow for GitHub Actions](https://github.blog/changelog/2021-12-06-container-signing-added-to-the-publish-docker-container-workflow-for-github-actions) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details container image signing using Cosign inside GitHub Actions. Enables development teams to maintain secure, verifiable software supply chains with cryptographic container signatures. + - [github.blog: Container signing added to the Publish Docker Container workflow' for GitHub Actions](https://github.blog/changelog/2021-12-06-container-signing-added-to-the-publish-docker-container-workflow-for-github-actions) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details container image signing using Cosign inside GitHub Actions. Enables development teams to maintain secure, verifiable software supply chains with cryptographic container signatures. #### Dependency Management - **(2022)** [github.blog: Dependency graph now supports GitHub Actions](https://github.blog/news-insights/product-news/dependency-graph-now-supports-github-actions) [EN CONTENT] [COMMUNITY-TOOL] β€” Details how GitHub's automated dependency graphing structures parsing for third-party actions within pipelines. Enables DevOps and Security teams to automatically inventory, audit, and surface vulnerabilities across active runners. @@ -248,66 +281,69 @@ #### Framework Pipelines - - **(2021)** [laravel-news.com: Generate GitHub Actions Config for Laravel Projects with Ghygen](https://laravel-news.com/generate-github-actions-config-for-laravel-projects-with-ghygen) [EN CONTENT] [COMMUNITY-TOOL] β€” Presents Ghygen, a web-based GUI configuration generator developed to scaffold Laravel pipeline scripts. Helps developers bypass manual YAML coding errors. + - [laravel-news.com: Generate GitHub Actions Config for Laravel Projects with' Ghygen](https://laravel-news.com/generate-github-actions-config-for-laravel-projects-with-ghygen) [EN CONTENT] [COMMUNITY-TOOL] β€” Presents Ghygen, a web-based GUI configuration generator developed to scaffold Laravel pipeline scripts. Helps developers bypass manual YAML coding errors. ### Security #### GitHub Administration - - **(2022)** [steampipe.io: Top 3 ways to improve GitHub org security](https://steampipe.io/blog/github-security-tips) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Illustrates three essential infrastructure approaches for auditing and fortifying organization-level GitHub setups. Emphasizes automated policy validation using infrastructure-as-code and least-privilege token validation. + - [steampipe.io: Top 3 ways to improve GitHub org security](https://steampipe.io/blog/github-security-tips) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Illustrates three essential infrastructure approaches for auditing and fortifying organization-level GitHub setups. Emphasizes automated policy validation using infrastructure-as-code and least-privilege token validation. #### Network Protocols - - **(2022)** [docs.github.com: Using SSH over the HTTPS port 🌟](https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the-https-port) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Official troubleshooting manual explaining how to bypass restrictive network proxies and firewalls by routing standard SSH operations over the secure HTTPS port (443). + - [docs.github.com: Using SSH over the HTTPS port 🌟](https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the-https-port) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Official troubleshooting manual explaining how to bypass restrictive network proxies and firewalls by routing standard SSH operations over the secure HTTPS port (443). #### SAST Tools - - **(2021)** [github.blog: Showing code scanning alerts on pull requests](https://github.blog/changelog/2021-09-27-showing-code-scanning-alerts-on-pull-requests) [EN CONTENT] [COMMUNITY-TOOL] β€” Highlights the integration of code scanning alerts directly within the pull request conversation view, improving security feedback loops during peer reviews. - - **(2020)** [analyticsindiamag.com: GitHub launches code scanner to flag security vulnerabilities](https://analyticsindiamag.com/github-launches-code-scanner-to-flag-security-vulnerabilities) [EN CONTENT] [COMMUNITY-TOOL] β€” Summarizes the release of GitHub's native Advanced Security SAST tooling, focusing on the enterprise value of code-scanning pipelines powered by CodeQL rules. + - [analyticsindiamag.com: GitHub launches code scanner to flag security vulnerabilities](https://analyticsindiamag.com/github-launches-code-scanner-to-flag-security-vulnerabilities) [EN CONTENT] [COMMUNITY-TOOL] β€” Summarizes the release of GitHub's native Advanced Security SAST tooling, focusing on the enterprise value of code-scanning pipelines powered by CodeQL rules. + - [github.blog: Showing code scanning alerts on pull requests](https://github.blog/changelog/2021-09-27-showing-code-scanning-alerts-on-pull-requests) [EN CONTENT] [COMMUNITY-TOOL] β€” Highlights the integration of code scanning alerts directly within the pull request conversation view, improving security feedback loops during peer reviews. ## Software Delivery and Engineering ### Continuous Integration #### Merge Automation - - **(2019)** [**julien.danjou.info: Stop merging your pull requests manually 🌟**](https://julien.danjou.info/stop-merging-your-pull-request-manually) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Advocates for using automated merge engines to manage pull requests instead of manually executing git merges. The author explains how programmatic merge validation queues eliminate regression bugs, enforce testing standards, and lower overall operational overhead. + - [julien.danjou.info: Stop merging your pull requests manually 🌟](https://julien.danjou.info/stop-merging-your-pull-request-manually) [ENTERPRISE-STABLE] β€” Advocates for using automated merge engines to manage pull requests instead of manually executing git merges. The author explains how programmatic merge validation queues eliminate regression bugs, enforce testing standards, and lower overall operational overhead. +#### Policy Enforcement + + - [datree.io](https://www.datree.io) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” An open-source CLI-driven tool that scans Kubernetes manifests and Helm charts to verify compliance with operational guidelines and security benchmarks. Grounding shows how Datree can be executed within pre-commit hooks or CI/CD pipelines to prevent infrastructure misconfigurations. ### Version Control and Git #### Advanced Techniques - - **(2023)** [**dev.to: Git Concepts I Wish I Knew Years Ago 🌟**](https://dev.to/g_abud/advanced-git-reference-1o9j) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly dense developer guide covering the advanced Git commands that solve complex history management challenges. It covers interactive rebasing configurations, cherry-picking strategies, split commits, and the inner mechanics of Git's DAG database model. - - **(2019)** [9 awesome git tricks](https://tychoish.com/post/9-awesome-git-tricks) [COMMUNITY-TOOL] β€” A curated collection of nine practical terminal tricks and custom configurations for Git power users. It outlines complex command chains for interactive staging, search operations, reflog mining, and custom formatting alias setups. + - [9 awesome git tricks](https://tychoish.com/post/9-awesome-git-tricks) [COMMUNITY-TOOL] β€” A curated collection of nine practical terminal tricks and custom configurations for Git power users. It outlines complex command chains for interactive staging, search operations, reflog mining, and custom formatting alias setups. + - [dev.to: Git Concepts I Wish I Knew Years Ago 🌟](https://dev.to/g_abud/advanced-git-reference-1o9j) [ENTERPRISE-STABLE] β€” A highly dense developer guide covering the advanced Git commands that solve complex history management challenges. It covers interactive rebasing configurations, cherry-picking strategies, split commits, and the inner mechanics of Git's DAG database model. #### Best Practices - **(2021)** [How to Get More Out of Your Git Commit Message](https://www.datree.io/resources/git-commit-message) [COMMUNITY-TOOL] β€” Explains the technical and cultural advantages of maintaining a highly standardized commit history format. It outlines structures like Conventional Commits, showing how programmatic message styling automates release notes, speeds up reviews, and simplifies bisection. - - **(2020)** [opensource.com: 6 best practices for managing Git repos](https://opensource.com/article/20/7/git-repos-best-practices) [COMMUNITY-TOOL] β€” Presents six essential strategies to clean and optimize repository structures in enterprise settings. Key practices include managing repository file sizes, structuring clean branching frameworks, using CI testing templates, and using `.gitignore` configurations effectively. + - [opensource.com: 6 best practices for managing Git repos](https://opensource.com/article/20/7/git-repos-best-practices) [COMMUNITY-TOOL] β€” Presents six essential strategies to clean and optimize repository structures in enterprise settings. Key practices include managing repository file sizes, structuring clean branching frameworks, using CI testing templates, and using `.gitignore` configurations effectively. #### Core Technologies - - **(2026)** [==Git==](https://git-scm.com) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official landing page and database repository for Git, the global de facto standard distributed version control engine. It offers extensive reference guides, deep explanations of the graph database layout, and cross-platform installation instructions. + - [Git](https://git-scm.com) [DOCUMENTATION] [DE FACTO STANDARD] β€” The official landing page and database repository for Git, the global de facto standard distributed version control engine. It offers extensive reference guides, deep explanations of the graph database layout, and cross-platform installation instructions. #### Reference Manuals - - **(2026)** [**devdocs.io/git/**](https://devdocs.io/git) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly responsive, clean documentation aggregator providing quick lookup mechanisms for Git's extensive command-line utility set. It serves as an accessible replacement for terminal manual outputs, accelerating reference access for pipeline developers. + - [devdocs.io/git/](https://devdocs.io/git) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” A highly responsive, clean documentation aggregator providing quick lookup mechanisms for Git's extensive command-line utility set. It serves as an accessible replacement for terminal manual outputs, accelerating reference access for pipeline developers. #### Release Notes - **(2020)** [github.blog: Highlights from Git 2.28](https://github.blog/open-source/git/highlights-from-git-2-28) [COMMUNITY-TOOL] β€” Outlines major improvements and configuration adjustments introduced in the Git 2.28 engine release. It details the setup steps to define custom, globally synchronized initial branch naming standards (such as changing the default to `main`). #### Resources - - **(2024)** [==Awesome Git 🌟==](https://github.com/dictcp/awesome-git) ⭐ 2858 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An extensive, community-curated list of tools, clients, extensions, and learning pathways for Git. This list serves as an ultimate reference directory for engineers looking to optimize repository workflows and build custom git hooks. - - **(2018)** [codeburst.io: A Resource for all Things Git](https://codeburst.io/a-resource-for-all-things-git-b63d6626beca) [COMMUNITY-TOOL] β€” An extensive index of books, terminal extensions, interactive games, and developer platforms designed to train engineers on Git capabilities. This database is an excellent resource for platform builders organizing standard developer onboarding systems. + - [Awesome Git 🌟](https://github.com/dictcp/awesome-git) ⭐ 2858 [DE FACTO STANDARD] β€” An extensive, community-curated list of tools, clients, extensions, and learning pathways for Git. This list serves as an ultimate reference directory for engineers looking to optimize repository workflows and build custom git hooks. + - [codeburst.io: A Resource for all Things Git](https://codeburst.io/a-resource-for-all-things-git-b63d6626beca) [COMMUNITY-TOOL] β€” An extensive index of books, terminal extensions, interactive games, and developer platforms designed to train engineers on Git capabilities. This database is an excellent resource for platform builders organizing standard developer onboarding systems. #### Security (1) - **(2020)** [github.blog: Token authentication requirements for Git operations](https://github.blog/security/application-security/token-authentication-requirements-for-git-operations) [COMMUNITY-TOOL] β€” An official GitHub security bulletin explaining the transition away from basic password credentials toward secure token and SSH access paths for CLI Git actions. It outlines the architectural benefits of using Fine-Grained Personal Access Tokens to restrict access permissions. #### Troubleshooting - - **(2024)** [==Oh shit, git!==](https://ohshitgit.com) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An extremely popular, plain-language reference guide that helps developers recover from critical Git merge and history errors. It provides highly clear commands for undoing commits, fixing bad commit comments, and recovering files from the reflog database. - **(2015)** [==github.blog: How to undo (almost) anything with Git==](https://github.blog/open-source/git/how-to-undo-almost-anything-with-git) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An authoritative, highly cited guide by GitHub explaining how to recover from almost any version control error. It features concrete, step-by-step instructions for resetting branches, recovering deleted work from the reflog, and modifying historical commits safely. - - **(2018)** [codeburst.io: Debug your code using git bisect](https://codeburst.io/debug-your-code-using-git-bisect-45db2983cc69) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A highly practical tutorial on utilizing `git bisect` to locate bad commits via an automated binary search process. It details how developers can integrate automated shell test scripts to quickly isolate the exact code commit introducing regression bugs. - - **(2016)** [opensource.com: How to restore older file versions in Git](https://opensource.com/life/16/7/how-restore-older-file-versions-git) [COMMUNITY-TOOL] β€” A targeted guide explaining the differences between `git checkout`, `git reset`, and `git revert` when restoring older files. It provides clear, risk-aware guidance on recovering historical changes without accidentally rewriting shared upstream history. + - [opensource.com: How to restore older file versions in Git](https://opensource.com/life/16/7/how-restore-older-file-versions-git) [COMMUNITY-TOOL] β€” A targeted guide explaining the differences between `git checkout`, `git reset`, and `git revert` when restoring older files. It provides clear, risk-aware guidance on recovering historical changes without accidentally rewriting shared upstream history. + - [Oh shit, git!](https://ohshitgit.com) [DOCUMENTATION] [DE FACTO STANDARD] β€” An extremely popular, plain-language reference guide that helps developers recover from critical Git merge and history errors. It provides highly clear commands for undoing commits, fixing bad commit comments, and recovering files from the reflog database. + - [codeburst.io: Debug your code using git bisect](https://codeburst.io/debug-your-code-using-git-bisect-45db2983cc69) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A highly practical tutorial on utilizing `git bisect` to locate bad commits via an automated binary search process. It details how developers can integrate automated shell test scripts to quickly isolate the exact code commit introducing regression bugs. #### Tutorials - - **(2024)** [**gitkraken.com: Git Tutorials: Instructional Training Videos 🌟**](https://www.gitkraken.com/learn/git/tutorials) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly structured, professional video and article archive managed by the GitKraken engineering team. It targets critical code management themes, including branch optimization, visual conflict resolution, rebase configurations, and upstream synchronization strategies. - - **(2022)** [**freecodecamp.org: Learn Git Fundamentals – A Handbook on Day-to-Day Development Tasks 🌟**](https://www.freecodecamp.org/news/learn-git-basics) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An exhaustive, handbook-style tutorial detailing the core patterns of daily Git usage. This resource bridges the gap between basic repository setups and intermediate branch management schemes, showing how developers should handle code delivery pipelines. - - **(2016)** [tutorialzine.com: Learn git in 30 minutes 🌟](https://tutorialzine.com/2016/06/learn-git-in-30-minutes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An accelerated 30-minute guide designed to quickly introduce Git's core operations. It covers essential tasks including index staging, committing, branch workflows, and remote interaction, providing a strong platform for early-stage software engineers. - - **(2022)** [dev.to: Git Explained - The Basics](https://dev.to/milu_franz/git-explained-the-basics-igc) [COMMUNITY-TOOL] β€” A friendly visual tutorial that clarifies how Git tracks file states across the local environment. It explains how changes move between the Working Directory, the Staging Index, and the committed Git repository state. - - **(2021)** [3 Git Commands I Use Every Day](https://dev.to/gonedark/3-git-commands-i-use-every-day) [COMMUNITY-TOOL] β€” A developer-focused guide that presents three highly useful, daily Git commands that optimize version control workflows. It covers custom formatting outputs and interactive tree options that clean up terminal displays during debugging. - **(2021)** [thenextweb.com: A beginner’s guide to the most popular Git commands](https://thenextweb.com/news/a-beginners-guide-to-the-most-popular-git-commands) [COMMUNITY-TOOL] β€” An introductory cheat-sheet covering high-frequency commands such as `git clone`, `git status`, `git log`, and `git diff`. This simplified guide is intended to reduce terminal anxiety for teams adopting modern distributed version control frameworks. + - [tutorialzine.com: Learn git in 30 minutes 🌟](https://tutorialzine.com/2016/06/learn-git-in-30-minutes) [COMMUNITY-TOOL] β€” An accelerated 30-minute guide designed to quickly introduce Git's core operations. It covers essential tasks including index staging, committing, branch workflows, and remote interaction, providing a strong platform for early-stage software engineers. + - [3 Git Commands I Use Every Day](https://dev.to/gonedark/3-git-commands-i-use-every-day) [COMMUNITY-TOOL] β€” A developer-focused guide that presents three highly useful, daily Git commands that optimize version control workflows. It covers custom formatting outputs and interactive tree options that clean up terminal displays during debugging. + - [freecodecamp.org: Learn Git Fundamentals – A Handbook on Day-to-Day Development' Tasks 🌟](https://www.freecodecamp.org/news/learn-git-basics) [ENTERPRISE-STABLE] β€” An exhaustive, handbook-style tutorial detailing the core patterns of daily Git usage. This resource bridges the gap between basic repository setups and intermediate branch management schemes, showing how developers should handle code delivery pipelines. + - [dev.to: Git Explained - The Basics](https://dev.to/milu_franz/git-explained-the-basics-igc) [COMMUNITY-TOOL] β€” A friendly visual tutorial that clarifies how Git tracks file states across the local environment. It explains how changes move between the Working Directory, the Staging Index, and the committed Git repository state. + - [gitkraken.com: Git Tutorials: Instructional Training Videos 🌟](https://www.gitkraken.com/learn/git/tutorials) [ENTERPRISE-STABLE] β€” A highly structured, professional video and article archive managed by the GitKraken engineering team. It targets critical code management themes, including branch optimization, visual conflict resolution, rebase configurations, and upstream synchronization strategies. ## Software Engineering ### Architecture Patterns @@ -322,65 +358,48 @@ ??? abstract "Architect's Technical Comparison Table" | Solution | Maturity | Primary Focus | Language | Stars | | :--- | :--- | :--- | :--- | :--- | - | [martinfowler.com: Feature Toggles (aka Feature Flags)](https://martinfowler.com/articles/feature-toggles.html) | | Feature Management | English | 🌟🌟🌟🌟🌟 | - | [reflectoring.io: Feature Flags with Spring Boot](https://reflectoring.io/spring-boot-feature-flags) | | Feature Management | English | 🌟🌟🌟🌟 | - | [featureflags.io: Flags vs Branching](https://featureflags.io/feature-flags-vs-branching) | | Feature Management | English | 🌟🌟🌟🌟 | | [infoworld.com: Why aren’t you using feature flags?](https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html) | | Feature Management | English | 🌟🌟🌟 | | [cloudbees.com: How to Grow Continuous Delivery Maturity Using Feature Flags](https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using-feature-flags-at-scale) | | Feature Management | English | 🌟🌟🌟 | | [infoworld.com: 5 devops use cases for developing with feature flags](https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html) | | Feature Management | English | 🌟🌟🌟 | | [split.io: Keystone Flags: Feature Flagging With Less Mess](https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation&utm_campaign=fme&utm_source=split_io&utm_medium=redirect&utm_content=wildcard) | | Feature Management | English | 🌟🌟🌟 | - | [cloudbees.com: Testing with Feature Flags to Improve Developer Productivity](https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity) | | Feature Management | English | 🌟🌟🌟 | - | [thenewstack.io: Wave Goodbye to Release Nights](https://thenewstack.io/wave-goodbye-to-release-nights) | | Feature Management | English | 🌟🌟🌟 | - | [cloudbees.com: Feature Flag Best Practices: Change Management in Production](https://www.cloudbees.com/blog/change-management-in-production) | | Feature Management | English | 🌟🌟🌟 | + | [cloudbees.com: The Importance of Feature Flags in CI/CD](https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first) | | Feature Management | English | 🌟🌟🌟 | - - **(2020)** [==martinfowler.com: Feature Toggles (aka Feature Flags)==](https://martinfowler.com/articles/feature-toggles.html) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Pete Hodgson's definitive guide on Martin Fowler’s site detailing architectural implementations of Feature Toggles. It classifies toggles into distinct categories (release, experiment, ops, permission) and outlines the maintenance strategies required to prevent technical debt. - - **(2020)** [**reflectoring.io: Feature Flags with Spring Boot**](https://reflectoring.io/spring-boot-feature-flags) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A highly-focused code tutorial demonstrating the integration of feature flags within a Spring Boot application. It details multiple execution strategies, utilizing native properties, customized profiles, and open-source libraries like Togglz or Unleash. - - **(2019)** [**featureflags.io: Flags vs Branching**](https://featureflags.io/feature-flags-vs-branching) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A critical comparative analysis explaining why feature flags serve as the enabling mechanism for Trunk-Based Development. By decoupling code deployment from feature exposure, it demonstrates how flags render heavy branching structures obsolete. - **(2021)** [infoworld.com: Why aren’t you using feature flags?](https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An industry advocacy piece exploring standard friction points holding organizations back from adopting feature management platforms. Highlights the operational agility, rapid rollbacks, and targeting capabilities gained after implementing a robust flag framework. - **(2021)** [cloudbees.com: How to Grow Continuous Delivery Maturity Using Feature Flags](https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using-feature-flags-at-scale) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A deep dive into scale management and governance around feature flags. Discusses the culture, runtime safety, and organizational processes needed to progress from ad-hoc developer usage to enterprise-grade Continuous Delivery maturity. - **(2021)** [infoworld.com: 5 devops use cases for developing with feature flags](https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Highlights five key operational DevOps patterns enabled by feature flag deployment. Explains concrete use cases, including system dark launching, canary testing, progressive rollouts, kill switches, and empowering product management controls. - **(2021)** [split.io: Keystone Flags: Feature Flagging With Less Mess](https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation&utm_campaign=fme&utm_source=split_io&utm_medium=redirect&utm_content=wildcard) 🌟🌟🌟 [COMMUNITY-TOOL] β€” This redirected technical post explores 'Keystone Flags', an architecture designed to minimize toggle pollution across complex codebases. It details how isolating toggles at primary entry points (keystones) simplifies cleanups and reduces logic clutter. - - **(2020)** [cloudbees.com: Testing with Feature Flags to Improve Developer Productivity](https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity) 🌟🌟🌟 [EMERGING] β€” Explores how integrating feature flags into testing lifecycles boosts productivity by isolating code changes. Details strategies for running live production tests safely without exposing experimental logic to the general user base. - - **(2020)** [thenewstack.io: Wave Goodbye to Release Nights](https://thenewstack.io/wave-goodbye-to-release-nights) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An article framing how feature toggling transforms organizational release management. By making deployments a routine, low-risk daylight event, teams can decouple IT release operations from strict business-facing marketing launches. - - **(2020)** [cloudbees.com: Feature Flag Best Practices: Change Management in Production](https://www.cloudbees.com/blog/change-management-in-production) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Details the operational intersection of feature flags and traditional ITIL/Change Management. Demonstrates how audit trails, runtime permissions, and automated target rollouts maintain strict production stability while offering developers agility. - - **(2020)** [cloudbees.com: Feature Flag Best Practices: Understanding the Feature Flag Lifecycle](https://www.cloudbees.com/blog/feature-flag-lifecycle) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides an engineering framework for managing the complete lifecycle of a feature flag. Covers creation, local developer testing, target validation in staging, production rollout, and the mandatory post-release cleanup phase to avoid logic bloat. - **(2020)** [cloudbees.com: The Importance of Feature Flags in CI/CD](https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Describes how integrating a feature-management engine into a classic CI/CD pipeline shifts focus from raw delivery to end-user outcomes. Emphasizes targeted beta testing, feedback collection, and on-demand customer-facing flag activations. - [#FeatureFlags](https://x.com/hashtag/featureflag) 🌟 [COMMUNITY-TOOL] β€” A social search stream aggregating real-time updates, community opinions, tool releases, and professional conversations centered on the #FeatureFlags hashtag on X.com. + - [featureflags.io: Flags vs Branching](https://featureflags.io/feature-flags-vs-branching) [ENTERPRISE-STABLE] β€” A critical comparative analysis explaining why feature flags serve as the enabling mechanism for Trunk-Based Development. By decoupling code deployment from feature exposure, it demonstrates how flags render heavy branching structures obsolete. + - [martinfowler.com: Feature Toggles (aka Feature Flags)](https://martinfowler.com/articles/feature-toggles.html) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Pete Hodgson's definitive guide on Martin Fowler’s site detailing architectural implementations of Feature Toggles. It classifies toggles into distinct categories (release, experiment, ops, permission) and outlines the maintenance strategies required to prevent technical debt. + - [cloudbees.com: Testing with Feature Flags to Improve Developer Productivity](https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity) [EMERGING] β€” Explores how integrating feature flags into testing lifecycles boosts productivity by isolating code changes. Details strategies for running live production tests safely without exposing experimental logic to the general user base. + - [thenewstack.io: Wave Goodbye to Release Nights](https://thenewstack.io/wave-goodbye-to-release-nights) [COMMUNITY-TOOL] β€” An article framing how feature toggling transforms organizational release management. By making deployments a routine, low-risk daylight event, teams can decouple IT release operations from strict business-facing marketing launches. + - [cloudbees.com: Feature Flag Best Practices: Change Management in Production](https://www.cloudbees.com/blog/change-management-in-production) [COMMUNITY-TOOL] β€” Details the operational intersection of feature flags and traditional ITIL/Change Management. Demonstrates how audit trails, runtime permissions, and automated target rollouts maintain strict production stability while offering developers agility. + - [cloudbees.com: Feature Flag Best Practices: Understanding the Feature Flag' Lifecycle](https://www.cloudbees.com/blog/feature-flag-lifecycle) [COMMUNITY-TOOL] β€” Provides an engineering framework for managing the complete lifecycle of a feature flag. Covers creation, local developer testing, target validation in staging, production rollout, and the mandatory post-release cleanup phase to avoid logic bloat. + - [reflectoring.io: Feature Flags with Spring Boot](https://reflectoring.io/spring-boot-feature-flags) [ENTERPRISE-STABLE] [GUIDE] β€” A highly-focused code tutorial demonstrating the integration of feature flags within a Spring Boot application. It details multiple execution strategies, utilizing native properties, customized profiles, and open-source libraries like Togglz or Unleash. #### Interface Design - - **(2015)** [**martinfowler.com: KeystoneInterface**](https://martinfowler.com/bliki/KeystoneInterface.html) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A classic architectural design pattern article by Martin Fowler on using 'Keystone Interfaces' to safely work on complex multi-system UI overhauls. Discusses keeping new components dormant behind a hidden interface entry point until fully complete and stable. + - [martinfowler.com: KeystoneInterface](https://martinfowler.com/bliki/KeystoneInterface.html) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A classic architectural design pattern article by Martin Fowler on using 'Keystone Interfaces' to safely work on complex multi-system UI overhauls. Discusses keeping new components dormant behind a hidden interface entry point until fully complete and stable. ### Branching Strategies #### Architectural Patterns - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [git-scm.com: Git Branching - Branching Workflows](https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows) | | Architectural Patterns | English | 🌟🌟🌟🌟🌟 | - | [atlassian.com: Comparing Workflows 🌟](https://www.atlassian.com/git/tutorials/comparing-workflows) | | Architectural Patterns | English | 🌟🌟🌟🌟🌟 | - | [martinfowler.com: Patterns for Managing Source Code Branches](https://martinfowler.com/articles/branching-patterns.html) | | Architectural Patterns | English | 🌟🌟🌟🌟🌟 | - | [paulhammant.com: What is Your Branching Model?:](https://paulhammant.com/2013/12/04/what_is_your_branching_model) | | Architectural Patterns | English | 🌟🌟🌟🌟 | - | [adevait.com: Creating a Branching Strategy for Small Teams](https://adevait.com/software/creating-branching-strategy) | | Architectural Patterns | English | 🌟🌟🌟 | - | [jmfloreszazo.com: Flujos de trabajo de git](https://jmfloreszazo.com/flujos-de-trabajo-de-git) | | Architectural Patterns | Spanish | 🌟🌟🌟 | - | [Git DMZ Flow](https://gist.github.com/djspiewak/9f2f91085607a4859a66) | | Architectural Patterns | English | 🌟🌟🌟 | - - - **(2026)** [==git-scm.com: Git Branching - Branching Workflows==](https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official Git documentation breaking down the mechanics of topic branches, long-running branches, and progressive integration strategies. Critical reading for establishing a technically coherent deployment flow based on Git's native tree mechanics. - - **(2023)** [==atlassian.com: Comparing Workflows 🌟==](https://www.atlassian.com/git/tutorials/comparing-workflows) [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” The absolute standard reference guide contrasting centralized, feature-branch, Gitflow, and forking workflows. Highly detailed, interactive diagrams make it the baseline industry resource for system architects modeling high-velocity continuous integration strategies. - - **(2020)** [==martinfowler.com: Patterns for Managing Source Code Branches==](https://martinfowler.com/articles/branching-patterns.html) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Martin Fowler's comprehensive architectural analysis of source-control branching patterns. It meticulously details the trade-offs of integration frequencies, branch lifespans, and continuous integration practices, defining modern software engineering governance. - - **(2013)** [**paulhammant.com: What is Your Branching Model?:**](https://paulhammant.com/2013/12/04/what_is_your_branching_model) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A historic, foundational architectural evaluation of team branching models (Trunk-Based Development vs GitFlow). This taxonomy has highly influenced the structural thinking behind contemporary 2026 microservices architectures and continuous deployment systems. - - **(2021)** [adevait.com: Creating a Branching Strategy for Small Teams](https://adevait.com/software/creating-branching-strategy) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Pragmatic operational guide focusing on designing lightweight Git branching workflows that maximize output for small engineering teams. Outlines the transition from simple structures to structured staging layouts without introducing process overhead. - - **(2021)** [jmfloreszazo.com: Flujos de trabajo de git](https://jmfloreszazo.com/flujos-de-trabajo-de-git) [SPANISH CONTENT] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” ExposiciΓ³n exhaustiva sobre los flujos de trabajo mΓ‘s populares de la industria, incluyendo GitFlow, GitHub Flow y Trunk-Based Development. Proporciona un marco analΓ­tico sΓ³lido para ayudar a los equipos a seleccionar un modelo de ramificaciΓ³n adecuado. [SPANISH CONTENT] - - **(2015)** [Git DMZ Flow](https://gist.github.com/djspiewak/9f2f91085607a4859a66) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An alternative development flow proposing a 'demilitarized zone' branch pattern to balance trunk-based agility with rigorous pull request verification before automated main integration. + - [paulhammant.com: What is Your Branching Model?:](https://paulhammant.com/2013/12/04/what_is_your_branching_model) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A historic, foundational architectural evaluation of team branching models (Trunk-Based Development vs GitFlow). This taxonomy has highly influenced the structural thinking behind contemporary 2026 microservices architectures and continuous deployment systems. + - [adevait.com: Creating a Branching Strategy for Small Teams](https://adevait.com/software/creating-branching-strategy) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Pragmatic operational guide focusing on designing lightweight Git branching workflows that maximize output for small engineering teams. Outlines the transition from simple structures to structured staging layouts without introducing process overhead. + - [git-scm.com: Git Branching - Branching Workflows](https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows) [DOCUMENTATION] [DE FACTO STANDARD] β€” Official Git documentation breaking down the mechanics of topic branches, long-running branches, and progressive integration strategies. Critical reading for establishing a technically coherent deployment flow based on Git's native tree mechanics. + - [martinfowler.com: Patterns for Managing Source Code Branches](https://martinfowler.com/articles/branching-patterns.html) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Martin Fowler's comprehensive architectural analysis of source-control branching patterns. It meticulously details the trade-offs of integration frequencies, branch lifespans, and continuous integration practices, defining modern software engineering governance. + - [jmfloreszazo.com: Flujos de trabajo de git](https://jmfloreszazo.com/flujos-de-trabajo-de-git) [SPANISH CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” ExposiciΓ³n exhaustiva sobre los flujos de trabajo mΓ‘s populares de la industria, incluyendo GitFlow, GitHub Flow y Trunk-Based Development. Proporciona un marco analΓ­tico sΓ³lido para ayudar a los equipos a seleccionar un modelo de ramificaciΓ³n adecuado. [SPANISH CONTENT] + - [atlassian.com: Comparing Workflows 🌟](https://www.atlassian.com/git/tutorials/comparing-workflows) [GUIDE] [DE FACTO STANDARD] [GUIDE] β€” The absolute standard reference guide contrasting centralized, feature-branch, Gitflow, and forking workflows. Highly detailed, interactive diagrams make it the baseline industry resource for system architects modeling high-velocity continuous integration strategies. + - [Git DMZ Flow](https://gist.github.com/djspiewak/9f2f91085607a4859a66) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An alternative development flow proposing a 'demilitarized zone' branch pattern to balance trunk-based agility with rigorous pull request verification before automated main integration. #### Collaboration Protocols - - **(2026)** [==git-scm.com: Distributed Git - Distributed Workflows==](https://git-scm.com/book/en/v2/Distributed-Git-Distributed-Workflows#Integration-Manager-Workflow) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Outlines distributed collaboration topologies such as the integration-manager and dictator-and-lieutenants workflows. Explains core decentralized structural mechanisms that support the Linux kernel and major global open-source engines. + - [git-scm.com: Distributed Git - Distributed Workflows](https://git-scm.com/book/en/v2/Distributed-Git-Distributed-Workflows#Integration-Manager-Workflow) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” Outlines distributed collaboration topologies such as the integration-manager and dictator-and-lieutenants workflows. Explains core decentralized structural mechanisms that support the Linux kernel and major global open-source engines. #### Continuous Integration (1) - **(2026)** [==GitHub Flow==](https://docs.github.com/en/get-started/using-github/github-flow) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official specification of GitHub Flow, a lightweight, branch-based workflow supporting regular, rapid deployments. Explains how pull requests, code reviews, and deployments integrate cleanly into everyday developer operational practices. #### Open Source Engineering - - **(2026)** [==kubernetes.dev: GitHub Workflow==](https://www.kubernetes.dev/docs/guide/github-workflow) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official guide explaining the massive, highly automated collaborative workflow used to orchestrate upstream Kubernetes contributions. Covers the intricate pull-request pipeline, PR testing gates, and branch rebasing protocols required of all ecosystem maintainers. + - [kubernetes.dev: GitHub Workflow](https://www.kubernetes.dev/docs/guide/github-workflow) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” Official guide explaining the massive, highly automated collaborative workflow used to orchestrate upstream Kubernetes contributions. Covers the intricate pull-request pipeline, PR testing gates, and branch rebasing protocols required of all ecosystem maintainers. #### Platform Integration - **(2022)** [**atlassian.com: Configuring branching models 🌟**](https://confluence.atlassian.com/bitbucketserver/branches-776639968.html#UsingbranchesinBitbucketServer-model) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Bitbucket's enterprise-grade documentation for setting up native branching structures. Explains automated pull request integrations, merge checks, branch permissions, and strict policy enforcement for securing upstream branches. @@ -388,33 +407,27 @@ #### Continuous Integration (2) - - **(2022)** [**polarsquad.com: Stop doing pull requests**](https://polarsquad.com/blog/stop-doing-pull-requests) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” A controversial architectural critique on pull request constraints, proposing trunk-based continuous integration to foster tighter collaboration. It contrasts PR bottlenecks with immediate trunk pushes, assessing feedback loops and QA impacts. + - [polarsquad.com: Stop doing pull requests](https://polarsquad.com/blog/stop-doing-pull-requests) [ADVANCED LEVEL] [CASE STUDY] [ENTERPRISE-STABLE] β€” A controversial architectural critique on pull request constraints, proposing trunk-based continuous integration to foster tighter collaboration. It contrasts PR bottlenecks with immediate trunk pushes, assessing feedback loops and QA impacts. ### Collaboration #### Git Workflows - - **(2022)** [freecodecamp.org: How to Fork a GitHub Repository – A Complete Workflow](https://www.freecodecamp.org/news/how-to-fork-a-github-repository) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A foundational workflow layout explaining remote forking mechanisms. Helps developers cleanly maintain branch synchronization with upstream repositories and generate standard cross-origin PRs. - - **(2022)** [tylercipriani.com: GitHub's Missing Merge Option](https://tylercipriani.com/blog/2022/09/30/githubs-missing-merge-option) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An engineering essay highlighting Git merge edge cases, focusing on the lack of standard hybrid semi-linear merge options natively supported inside GitHub's PR UI. - - **(2021)** [dev.to: Learn how to use Git and GitHub in a team like a pro](https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-2dk7) [EN CONTENT] [COMMUNITY-TOOL] β€” A collaborative developer guide targeting team branch management, pull request review cycles, and team synchronization patterns. Outlines strategic approaches to resolving merge conflicts and maintaining clean trunk-based commit streams. + - [dev.to: Learn how to use Git and GitHub in a team like a pro](https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-2dk7) [EN CONTENT] [COMMUNITY-TOOL] β€” A collaborative developer guide targeting team branch management, pull request review cycles, and team synchronization patterns. Outlines strategic approaches to resolving merge conflicts and maintaining clean trunk-based commit streams. + - [freecodecamp.org: How to Fork a GitHub Repository – A Complete Workflow](https://www.freecodecamp.org/news/how-to-fork-a-github-repository) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A foundational workflow layout explaining remote forking mechanisms. Helps developers cleanly maintain branch synchronization with upstream repositories and generate standard cross-origin PRs. + - [tylercipriani.com: GitHub's Missing Merge Option](https://tylercipriani.com/blog/2022/09/30/githubs-missing-merge-option) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An engineering essay highlighting Git merge edge cases, focusing on the lack of standard hybrid semi-linear merge options natively supported inside GitHub's PR UI. #### Open Source Curation - - **(2021)** [freecodecamp.org: How to Contribute to Open-Source Projects – Git & GitHub Workflow for Beginners](https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A primer guide addressing social and technical workflow patterns required when contributing to open-source software, from upstream syncs to clean PR communication strategies. - **(2021)** [github.blog: GitHub Actions update: Helping maintainers combat bad actors](https://github.blog/open-source/maintainers/github-actions-update-helping-maintainers-combat-bad-actors) [EN CONTENT] [COMMUNITY-TOOL] β€” Security implementation detailing required manual approvals for external workflows on fork pull requests, mitigating potential cryptocurrency mining abuses on self-hosted architectures. + - [freecodecamp.org: How to Contribute to Open-Source Projects – Git & GitHub' Workflow for Beginners](https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A primer guide addressing social and technical workflow patterns required when contributing to open-source software, from upstream syncs to clean PR communication strategies. #### Repository Standards - - **(2022)** [freecodecamp.org: How to Use the .github Repository](https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Explains how to deploy a special organization-level or user-level '.github' workspace. Details how to define unified templates for issues, pull requests, and profiles across all target repos. - - **(2021)** [dev.to/opensauced: How to Create a Good Pull Request Template (and Why You Should Add Gifs)](https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Focuses on optimizing developer collaboration via structured PR templates. Details patterns for scaffolding instructions, checklist blocks, and visual assets to improve maintainer comprehension. + - [freecodecamp.org: How to Use the .github Repository](https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Explains how to deploy a special organization-level or user-level '.github' workspace. Details how to define unified templates for issues, pull requests, and profiles across all target repos. + - [dev.to/opensauced: How to Create a Good Pull Request Template (and Why You' Should Add Gifs)](https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Focuses on optimizing developer collaboration via structured PR templates. Details patterns for scaffolding instructions, checklist blocks, and visual assets to improve maintainer comprehension. ### Command Line Tools (1) #### GitHub Integration - **(2022)** [github/hub 🌟](https://github.com/mislav/hub) ⭐ 22949 [EN CONTENT] 🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” Curator Insight highlights 'hub' as the classic command-line utility wrapping Git to simplify GitHub-specific tasks. Live Grounding verifies that the repository is officially archived by GitHub in favor of the newer 'gh' CLI. It is classified as legacy under Minimum Viable Quality (MVQ) standards due to long-term inactivity. -### Developer Environment - -#### Integrations - - - **(2021)** [gitlab.com: How to do GitLab merge request reviews in VS Code](https://about.gitlab.com/blog/2021/01/25/mr-reviews-with-vs-code) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step workflow guide detailing how developers can complete and approve GitLab merge requests (MRs) directly within Visual Studio Code. Explains the integration capabilities offered by GitLab Workflow extension to boost focus and reduce context-switching. - - **(2021)** [about.gitlab.com: How GitLab's 5 new code review features will make life easier](https://about.gitlab.com/blog/2021/09/09/5-code-review-features) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Highlights five key features designed to optimize peer code reviews inside GitLab MRs. Explains practical user benefits from improved draft reviews, inline suggestions, and visual branch comparisons. ### Developer Productivity (1) #### Code Search @@ -422,23 +435,26 @@ - **(2021)** [github.blog: Improving GitHub code search](https://github.blog/engineering/improving-github-code-search) [EN CONTENT] [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight highlights GitHub's transition to a high-speed, custom-built search index engine. Live Grounding confirms this details 'Blackbird', the Rust-powered search engine built to parse over 45 million repositories in real-time, showcasing advanced indexing, query parsing, and custom regex sharding. #### Comment Systems - - **(2026)** [==github.com/giscus/giscus==](https://github.com/giscus/giscus) ⭐ 11698 [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly popular open-source comment system leveraging GitHub Discussions. Avoids heavy third-party database dependencies by mapping discussion threads directly to markdown comments on static sites. + - [github.com/giscus/giscus](https://github.com/giscus/giscus) ⭐ 11698 [EN CONTENT] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A highly popular open-source comment system leveraging GitHub Discussions. Avoids heavy third-party database dependencies by mapping discussion threads directly to markdown comments on static sites. #### GitHub Features - - **(2021)** [github.blog: Lists are now available as a public beta](https://github.blog/changelog/2021-12-09-lists-are-now-available-as-a-public-beta) [EN CONTENT] [COMMUNITY-TOOL] β€” Highlights the introduction of public beta list-making capabilities for categorized repository tracking. Solves star organization challenges, allowing developers to cleanly build domain-specific learning tracks directly on their profiles. + - [github.blog: Lists are now available as a public beta](https://github.blog/changelog/2021-12-09-lists-are-now-available-as-a-public-beta) [EN CONTENT] [COMMUNITY-TOOL] β€” Highlights the introduction of public beta list-making capabilities for categorized repository tracking. Solves star organization challenges, allowing developers to cleanly build domain-specific learning tracks directly on their profiles. +#### Shell Tools + + - [github.com/rakyll/fake-it-til-you-make-it](https://github.com/rakyll/fake-it-til-you-make-it) [EN CONTENT] [LEGACY] β€” A shell-based script interface to generate programmatic git commits and simulate active GitHub profile contributions. Flagged as legacy under Minimum Viable Quality (MVQ) rules due to long-term inactivity. ### Developer Tooling #### Visual Metadata Badges - - **(2026)** [==shields.io 🌟==](https://shields.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The industry-standard dynamic SVG badge generation service utilized globally across open-source project READMEs. Integrates seamlessly with CI/CD runners, coverage checkers, and repository stars to present real-time architectural and health statistics visually. + - [shields.io 🌟](https://shields.io) [DE FACTO STANDARD] β€” The industry-standard dynamic SVG badge generation service utilized globally across open-source project READMEs. Integrates seamlessly with CI/CD runners, coverage checkers, and repository stars to present real-time architectural and health statistics visually. ### Education #### Git Basics (1) - - **(2021)** [youtube: GitHub Masterclass (Spanish) 🌟](https://www.youtube.com/playlist?list=PL0pgb_7nDofA1hJpkpPf4qHQTYZbPVT5M) [ES CONTENT] [COMMUNITY-TOOL] β€” An extensive video masterclass series covering Git basics, collaborative repository management, and core workflows. Conducted in Spanish, offering deep insights into standard commands, conflict resolution, and branching models. [SPANISH CONTENT] + - [youtube: GitHub Masterclass (Spanish) 🌟](https://www.youtube.com/playlist?list=PL0pgb_7nDofA1hJpkpPf4qHQTYZbPVT5M) [ES CONTENT] [COMMUNITY-TOOL] β€” An extensive video masterclass series covering Git basics, collaborative repository management, and core workflows. Conducted in Spanish, offering deep insights into standard commands, conflict resolution, and branching models. [SPANISH CONTENT] #### Systems Engineering - - **(2023)** [**github.com/Lightning-AI/engineering-class: Lightning Bits: Engineering for Researchers 🌟**](https://github.com/Lightning-AI/engineering-class) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open educational repository containing modern software engineering practices tailored for artificial intelligence researchers and engineers. Focuses on bridging the gap between raw research scripting and enterprise-grade deployment mechanics. + - [github.com/Lightning-AI/engineering-class: Lightning Bits: Engineering' for Researchers 🌟](https://github.com/Lightning-AI/engineering-class) [EN CONTENT] [ENTERPRISE-STABLE] β€” An open educational repository containing modern software engineering practices tailored for artificial intelligence researchers and engineers. Focuses on bridging the gap between raw research scripting and enterprise-grade deployment mechanics. ### Project Management #### GitHub Projects @@ -448,251 +464,189 @@ #### Frontend Architecture - - **(2023)** [freecodecamp.org: How to Build a GitHub Template Repository for Scaffolding with React, Vite, and TailwindCSS](https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Walks through constructing a standardized GitHub Template repository utilizing React, Vite, and TailwindCSS. Demonstrates how to pre-configure linting pipelines and structure projects for rapid instantiation. + - [freecodecamp.org: How to Build a GitHub Template Repository for Scaffolding' with React, Vite, and TailwindCSS](https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Walks through constructing a standardized GitHub Template repository utilizing React, Vite, and TailwindCSS. Demonstrates how to pre-configure linting pipelines and structure projects for rapid instantiation. ### Version Control #### Advanced Git - - **(2022)** [==dev.to: Git fundamentals, a complete guide | Leandro ProenΓ§a 🌟🌟==](https://dev.to/leandronsp/git-fundamentals-a-complete-guide-do7) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” An exceptional, deep-dive architectural exploration of Git's data structure foundation, illustrating the exact workings of blobs, trees, and commit pointers. Unveils CLI-level plumbing vs. UX-porcelain dynamics to foster comprehensive conceptual fluency. - - **(2021)** [==freecodecamp.org: Git for Professionals – Free Version Control Course 🌟==](https://www.freecodecamp.org/news/git-for-professionals) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” A comprehensive, multi-hour video course covering highly advanced Git patterns, including reflogs, structural rebase workflows, interactive staging, and repository security best practices. Highly recommended for senior engineers wishing to master the command line. + - [freecodecamp.org: Git for Professionals – Free Version Control Course' 🌟](https://www.freecodecamp.org/news/git-for-professionals) [ADVANCED LEVEL] [DE FACTO STANDARD] [GUIDE] β€” A comprehensive, multi-hour video course covering highly advanced Git patterns, including reflogs, structural rebase workflows, interactive staging, and repository security best practices. Highly recommended for senior engineers wishing to master the command line. + - [dev.to: Git fundamentals, a complete guide | Leandro ProenΓ§a 🌟🌟](https://dev.to/leandronsp/git-fundamentals-a-complete-guide-do7) [ADVANCED LEVEL] [GUIDE] [DE FACTO STANDARD] [GUIDE] β€” An exceptional, deep-dive architectural exploration of Git's data structure foundation, illustrating the exact workings of blobs, trees, and commit pointers. Unveils CLI-level plumbing vs. UX-porcelain dynamics to foster comprehensive conceptual fluency. #### Advanced History Manipulation - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [opensource.com: My guide to understanding Git rebase -i](https://opensource.com/article/22/4/manage-git-commits-rebase-i-command) | | Advanced History Manipulation | English | 🌟🌟🌟🌟 | - | [build5nines.com: Git: Merge Repositories with History](https://build5nines.com/git-merge-repositories-with-history) | | Advanced History Manipulation | English | 🌟🌟🌟🌟 | - | [freecodecamp.org/news/git-rebase-handbook](https://www.freecodecamp.org/news/git-rebase-handbook) | | Advanced History Manipulation | English | 🌟🌟🌟 | - | [opensource.com: 3 reasons I use the Git cherry-pick command](https://opensource.com/article/21/3/git-cherry-pick) | | Advanced History Manipulation | English | 🌟🌟🌟 | - | [jmfloreszazo.com: GIT Mejores prΓ‘cticas: CHERRY-PICKING](https://jmfloreszazo.com/git-mejores-practicas-cherry-picking) | | Advanced History Manipulation | Spanish | 🌟🌟🌟 | - - - **(2022)** [**opensource.com: My guide to understanding Git rebase -i**](https://opensource.com/article/22/4/manage-git-commits-rebase-i-command) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” An expert-level exploration of the Git interactive rebase workflow. It explains how to restructure commits, fixup historical errors, drop unwanted experimental logs, and clean branch history to comply with strict upstream repository standards. - - **(2020)** [**build5nines.com: Git: Merge Repositories with History**](https://build5nines.com/git-merge-repositories-with-history) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A highly technical step-by-step workflow for consolidating completely disjointed repositories into a unified target while fully preserving commit history. Crucial for organization-wide monorepo migrations and system consolidation initiatives. - - **(2023)** [freecodecamp.org/news/git-rebase-handbook](https://www.freecodecamp.org/news/git-rebase-handbook) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A complete reference text on rebasing mechanics, addressing safety profiles, dynamic branch updates, and upstream rebase scenarios. Walks engineers through pitfalls like force-push dangers and team coordination during history manipulation. - - **(2021)** [opensource.com: 3 reasons I use the Git cherry-pick command](https://opensource.com/article/21/3/git-cherry-pick) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Highlights specific practical scenarios where cherry-picking individual commits across branches is highly superior to full merges. Essential for surgical hotfix propagation and codebase refactoring in high-stakes production lines. - - **(2021)** [jmfloreszazo.com: GIT Mejores prΓ‘cticas: CHERRY-PICKING](https://jmfloreszazo.com/git-mejores-practicas-cherry-picking) [SPANISH CONTENT] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” GuΓ­a detallada que describe las mejores prΓ‘cticas de ingenierΓ­a para implementar el comando `git cherry-pick`. Detalla los riesgos de la duplicaciΓ³n de hashes y cΓ³mo estructurar ramas de hotfix para evitar conflictos repetidos en integraciones futuras. [SPANISH CONTENT] + - [build5nines.com: Git: Merge Repositories with History](https://build5nines.com/git-merge-repositories-with-history) [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” A highly technical step-by-step workflow for consolidating completely disjointed repositories into a unified target while fully preserving commit history. Crucial for organization-wide monorepo migrations and system consolidation initiatives. + - [opensource.com: My guide to understanding Git rebase -i](https://opensource.com/article/22/4/manage-git-commits-rebase-i-command) [ADVANCED LEVEL] [GUIDE] [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” An expert-level exploration of the Git interactive rebase workflow. It explains how to restructure commits, fixup historical errors, drop unwanted experimental logs, and clean branch history to comply with strict upstream repository standards. + - [freecodecamp.org/news/git-rebase-handbook](https://www.freecodecamp.org/news/git-rebase-handbook) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A complete reference text on rebasing mechanics, addressing safety profiles, dynamic branch updates, and upstream rebase scenarios. Walks engineers through pitfalls like force-push dangers and team coordination during history manipulation. + - [opensource.com: 3 reasons I use the Git cherry-pick command](https://opensource.com/article/21/3/git-cherry-pick) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Highlights specific practical scenarios where cherry-picking individual commits across branches is highly superior to full merges. Essential for surgical hotfix propagation and codebase refactoring in high-stakes production lines. + - [jmfloreszazo.com: GIT Mejores prΓ‘cticas: CHERRY-PICKING](https://jmfloreszazo.com/git-mejores-practicas-cherry-picking) [SPANISH CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” GuΓ­a detallada que describe las mejores prΓ‘cticas de ingenierΓ­a para implementar el comando `git cherry-pick`. Detalla los riesgos de la duplicaciΓ³n de hashes y cΓ³mo estructurar ramas de hotfix para evitar conflictos repetidos en integraciones futuras. [SPANISH CONTENT] #### Best Practices (1) - - **(2022)** [**dev.to: How atomic Git commits dramatically increased my productivity - and will increase yours too 🌟**](https://dev.to/samuelfaure/how-atomic-git-commits-dramatically-increased-my-productivity-and-will-increase-yours-too-4a84) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Practical, insight-led guide highlighting the productivity jump from committing singular, well-isolated changes. Outlines why micro-level atomic commits simplify debugging, interactive rebase flows, and rollback processes in shared branches. - - **(2021)** [**midu.dev: Buenas prΓ‘cticas para escribir commits en Git**](https://midu.dev/buenas-practicas-escribir-commits-git) [SPANISH CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Presenta pautas rigurosas para la redacciΓ³n de mensajes de commit semΓ‘nticos y estructurados (Conventional Commits). Destaca la importancia de mantener un historial de cambios limpio y automatizable para herramientas de integraciΓ³n continua en equipos de alto rendimiento. [SPANISH CONTENT] - - **(2021)** [**css-tricks.com: Advanced Git series. 1 Creating the Perfect Commit in Git**](https://css-tricks.com/creating-the-perfect-commit-in-git) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Discusses the philosophy and composition of highly structured commits, focusing on atomic change separation, patch staging ('git add -p'), and clean message layouts. Adopting these mechanics ensures highly readable commit structures and vastly simpler rollback pathways. - **(2021)** [geeksforgeeks.org: How to Write Good Commit Messages in GitHub?](https://www.geeksforgeeks.org/git/how-to-write-good-commit-messages-in-github) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Defines structural best practices for composing collaborative, readable Git commit messages. It introduces standard patterns like the imperative mood, keeping subject lines under 50 characters, and separating bodies with blank lines for automated changelog generation. + - [midu.dev: Buenas prΓ‘cticas para escribir commits en Git](https://midu.dev/buenas-practicas-escribir-commits-git) [SPANISH CONTENT] [ENTERPRISE-STABLE] [GUIDE] β€” Presenta pautas rigurosas para la redacciΓ³n de mensajes de commit semΓ‘nticos y estructurados (Conventional Commits). Destaca la importancia de mantener un historial de cambios limpio y automatizable para herramientas de integraciΓ³n continua en equipos de alto rendimiento. [SPANISH CONTENT] + - [css-tricks.com: Advanced Git series. 1 Creating the Perfect Commit in Git](https://css-tricks.com/creating-the-perfect-commit-in-git) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Discusses the philosophy and composition of highly structured commits, focusing on atomic change separation, patch staging ('git add -p'), and clean message layouts. Adopting these mechanics ensures highly readable commit structures and vastly simpler rollback pathways. + - [dev.to: How atomic Git commits dramatically increased my productivity -' and will increase yours too 🌟](https://dev.to/samuelfaure/how-atomic-git-commits-dramatically-increased-my-productivity-and-will-increase-yours-too-4a84) [ENTERPRISE-STABLE] [GUIDE] β€” Practical, insight-led guide highlighting the productivity jump from committing singular, well-isolated changes. Outlines why micro-level atomic commits simplify debugging, interactive rebase flows, and rollback processes in shared branches. #### Branching Strategies (1) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [Trunk Based Development](https://trunkbaseddevelopment.com) | | Branching Strategies | English | 🌟🌟🌟🌟🌟 | - | [Git Flow](https://nvie.com/posts/a-successful-git-branching-model) | | Branching Strategies | English | 🌟🌟🌟🌟🌟 | - | [atlassian.com: Gitflow Workflow](https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow) | | Branching Strategies | English | 🌟🌟🌟🌟 | - | [youtube: Git Flow Is A Bad Idea - Dave Farley](https://www.youtube.com/watch?v=_w6TwnLCFwA&ab_channel=ContinuousDelivery) | | Branching Strategies | English | 🌟🌟🌟🌟 | - | [trunkbaseddevelopment.com: Alternative Branching Models](https://trunkbaseddevelopment.com/alternative-branching-models) | | Branching Strategies | English | 🌟🌟🌟🌟 | - | [paulhammant.com: What is Trunk-Based Development?](https://paulhammant.com/2013/04/05/what-is-trunk-based-development) | | Branching Strategies | English | 🌟🌟🌟🌟 | - | [gitkraken.com: GitFlow](https://support.gitkraken.com/git-workflows-and-extensions/git-flow) | | Branching Strategies | English | 🌟🌟🌟 | - | [freecodecamp.org: What is Trunk Based Development? A Different Approach to the Software Development Lifecycle](https://www.freecodecamp.org/news/what-is-trunk-based-development) | | Branching Strategies | English | 🌟🌟🌟 | - | [kean.github.io: Trunk-Based Development](https://kean.blog/post/trunk-based-development) | | Branching Strategies | English | 🌟🌟🌟 | - | [team-coder.com: From Git Flow to Trunk Based Development](https://team-coder.com/from-git-flow-to-trunk-based-development) | | Branching Strategies | English | 🌟🌟🌟 | - - - **(2017)** [==Trunk Based Development==](https://trunkbaseddevelopment.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The canonical reference site for Trunk-Based Development (TBD). It details the architectural practice where developers merge small, frequent updates to a core branch, resisting long-lived branches. This eliminates complex merge phases and forms the bedrock of modern continuous integration workflows. - - **(2010)** [==Git Flow==](https://nvie.com/posts/a-successful-git-branching-model) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The original, widely adopted 2010 post by Vincent Driessen introducing the Git Flow branching model. While historically revolutionary for structured releases, modern consensus and the author's own 2020 update reflect that this model introduces excessive complexity for continuous delivery pipelines. - - **(2021)** [**atlassian.com: Gitflow Workflow**](https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A highly-structured tutorial by Atlassian comparing Gitflow against alternative branching strategies. It offers clear operational blueprints and command examples, evaluating how the model coordinates scheduled release cycles while warning of its constraints in high-velocity CI/CD environments. - - **(2021)** [**youtube: Git Flow Is A Bad Idea - Dave Farley**](https://www.youtube.com/watch?v=_w6TwnLCFwA&ab_channel=ContinuousDelivery) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A high-impact video by continuous delivery expert Dave Farley arguing why Git Flow acts as an anti-pattern for modern software delivery. He contrasts multi-branch isolation with the rapid feedback, safety, and velocity realized via strict trunk-based architectures. - - **(2017)** [**trunkbaseddevelopment.com: Alternative Branching Models**](https://trunkbaseddevelopment.com/alternative-branching-models) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A sub-section of the core trunk-based reference site that breaks down alternative branching topologies (GitHub Flow, GitLab Flow, GitFlow). It provides a deep structural comparison highlighting the strengths and bottlenecks of each approach in continuous production. - - **(2013)** [**paulhammant.com: What is Trunk-Based Development?**](https://paulhammant.com/2013/04/05/what-is-trunk-based-development) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A foundational historical article by Paul Hammant outlining the core mechanics and philosophy of Trunk-Based Development. It serves as an early conceptual introduction, explaining how avoiding long-lived branch models accelerates deployment velocity and prevents merge hell in large engineering teams. - - **(2022)** [gitkraken.com: GitFlow](https://support.gitkraken.com/git-workflows-and-extensions/git-flow) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical UI-centric guide demonstrating GitFlow execution inside the GitKraken desktop client. It simplifies branch creation, merging, and visual release management, offering a low-friction approach for teams bound to multi-branch deployment workflows. - - **(2021)** [freecodecamp.org: What is Trunk Based Development? A Different Approach to the Software Development Lifecycle](https://www.freecodecamp.org/news/what-is-trunk-based-development) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A clear, educational introduction to the concepts of Trunk-Based Development under a modern software delivery lifecycle. It explains the core benefits of rapid codebase integration and how it directly pairs with robust automated CI/CD practices. - **(2020)** [kean.github.io: Trunk-Based Development](https://kean.blog/post/trunk-based-development) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An insightful perspective on adopting Trunk-Based Development within modern development teams. The article details the practical benefits, cultural adjustments, and critical testing architectures required to maintain a stable, deployable master branch without breaking changes. - - **(2019)** [team-coder.com: From Git Flow to Trunk Based Development](https://team-coder.com/from-git-flow-to-trunk-based-development) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A migration-focused technical post mapping the practical steps and culture shift required to move an engineering team from a GitFlow framework to Trunk-Based Development. It highlights pipeline adaptations, test automation needs, and mindset changes. - **(2018)** [git-flow.readthedocs.io](https://git-flow.readthedocs.io/en/latest) 🌟🌟🌟 [LEGACY] β€” Official ReadTheDocs documentation for the CLI extension wrapper `git-flow` created to automate Driessen's branching model. It remains a helpful reference for developers managing legacy codebases that require automated creation of feature, release, and hotfix tracking structures. - - **(2016)** [thinkinglabs.io: Feature Branching considered Evil](https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A critical analysis examining the negative impact of long-lived feature branches on continuous integration. It argues that delayed integration degrades feedback loops and promotes isolation, advocating for Trunk-Based practices to establish real collective ownership. - - **(2015)** [gist.github.com/JamesMGreene: A comparison of using `git flow` commands versus raw `git` commands](https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A detailed side-by-side CLI command comparison showing the underlying raw Git operations performed by the automated `git flow` wrapper tool. Crucial for developers needing to troubleshoot or replicate GitFlow states without installing additional dependencies. - - **(2020)** [victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow](https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html) 🌟🌟 [COMMUNITY-TOOL] β€” Originally published by VictorOps (now acquired by Splunk as Splunk On-Call), this guide provides a direct comparison between Trunk-Based Development and GitFlow. It outlines the operational trade-offs between stability-centric scheduled release cycles and fast continuous deployment. - - **(2020)** [devopszone.info: An Introduction To Git-flow Workflow](https://www.devopszone.info/post/an-introduction-to-git-flow-workflow) 🌟🌟 [LEGACY] β€” A basic primer detailing the structure and rules of the Git-flow branching workflow. It walks through the distinct roles of master, develop, feature, hotfix, and release branches, serving as an introductory guide for legacy continuous delivery structures. - **(2014)** [aprendegit.com: git-flow: la rama develop y uso de feature branches](http://aprendegit.com/git-flow-la-rama-develop-y-uso-de-feature-branches) [SPANISH CONTENT] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A native Spanish guide detailing the execution of GitFlow, specifically focusing on the relationship between development branches and short-lived features. Explains branch merging rules step-by-step for teams working in collaborative Spanish-speaking developer ecosystems. [SPANISH CONTENT] + - [Git Flow](https://nvie.com/posts/a-successful-git-branching-model) [DE FACTO STANDARD] β€” The original, widely adopted 2010 post by Vincent Driessen introducing the Git Flow branching model. While historically revolutionary for structured releases, modern consensus and the author's own 2020 update reflect that this model introduces excessive complexity for continuous delivery pipelines. + - [Trunk Based Development](https://trunkbaseddevelopment.com) [DE FACTO STANDARD] β€” The canonical reference site for Trunk-Based Development (TBD). It details the architectural practice where developers merge small, frequent updates to a core branch, resisting long-lived branches. This eliminates complex merge phases and forms the bedrock of modern continuous integration workflows. + - [paulhammant.com: What is Trunk-Based Development?](https://paulhammant.com/2013/04/05/what-is-trunk-based-development) [ENTERPRISE-STABLE] β€” A foundational historical article by Paul Hammant outlining the core mechanics and philosophy of Trunk-Based Development. It serves as an early conceptual introduction, explaining how avoiding long-lived branch models accelerates deployment velocity and prevents merge hell in large engineering teams. + - [devopszone.info: An Introduction To Git-flow Workflow](https://www.devopszone.info/post/an-introduction-to-git-flow-workflow) [LEGACY] β€” A basic primer detailing the structure and rules of the Git-flow branching workflow. It walks through the distinct roles of master, develop, feature, hotfix, and release branches, serving as an introductory guide for legacy continuous delivery structures. + - [atlassian.com: Gitflow Workflow](https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow) [ENTERPRISE-STABLE] [GUIDE] β€” A highly-structured tutorial by Atlassian comparing Gitflow against alternative branching strategies. It offers clear operational blueprints and command examples, evaluating how the model coordinates scheduled release cycles while warning of its constraints in high-velocity CI/CD environments. + - [gitkraken.com: GitFlow](https://support.gitkraken.com/git-workflows-and-extensions/git-flow) [DOCUMENTATION] [COMMUNITY-TOOL] β€” A practical UI-centric guide demonstrating GitFlow execution inside the GitKraken desktop client. It simplifies branch creation, merging, and visual release management, offering a low-friction approach for teams bound to multi-branch deployment workflows. + - [gist.github.com/JamesMGreene: A comparison of using `git flow` commands' versus raw `git` commands](https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac) [COMMUNITY-TOOL] β€” A detailed side-by-side CLI command comparison showing the underlying raw Git operations performed by the automated `git flow` wrapper tool. Crucial for developers needing to troubleshoot or replicate GitFlow states without installing additional dependencies. + - [thinkinglabs.io: Feature Branching considered Evil](https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html) [COMMUNITY-TOOL] β€” A critical analysis examining the negative impact of long-lived feature branches on continuous integration. It argues that delayed integration degrades feedback loops and promotes isolation, advocating for Trunk-Based practices to establish real collective ownership. + - [youtube: Git Flow Is A Bad Idea - Dave Farley](https://www.youtube.com/watch?v=_w6TwnLCFwA&ab_channel=ContinuousDelivery) [ENTERPRISE-STABLE] β€” A high-impact video by continuous delivery expert Dave Farley arguing why Git Flow acts as an anti-pattern for modern software delivery. He contrasts multi-branch isolation with the rapid feedback, safety, and velocity realized via strict trunk-based architectures. + - [team-coder.com: From Git Flow to Trunk Based Development](https://team-coder.com/from-git-flow-to-trunk-based-development) [COMMUNITY-TOOL] β€” A migration-focused technical post mapping the practical steps and culture shift required to move an engineering team from a GitFlow framework to Trunk-Based Development. It highlights pipeline adaptations, test automation needs, and mindset changes. + - [freecodecamp.org: What is Trunk Based Development? A Different Approach' to the Software Development Lifecycle](https://www.freecodecamp.org/news/what-is-trunk-based-development) [COMMUNITY-TOOL] β€” A clear, educational introduction to the concepts of Trunk-Based Development under a modern software delivery lifecycle. It explains the core benefits of rapid codebase integration and how it directly pairs with robust automated CI/CD practices. + - [trunkbaseddevelopment.com: Alternative Branching Models](https://trunkbaseddevelopment.com/alternative-branching-models) [ENTERPRISE-STABLE] β€” A sub-section of the core trunk-based reference site that breaks down alternative branching topologies (GitHub Flow, GitLab Flow, GitFlow). It provides a deep structural comparison highlighting the strengths and bottlenecks of each approach in continuous production. #### Case Studies (1) - - **(2018)** [**devblogs.microsoft.com: Release Flow: How We Do Branching on the VSTS Team**](https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vsts-team) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Detailed breakdown of the 'Release Flow' branching strategy utilized by Microsoft's Azure DevOps/VSTS engineering teams. It explains how Microsoft balances high-throughput development with strict enterprise release cycles by leveraging short-lived feature branches and dedicated deployment branches. - - **(2014)** [**paulhammant.com: Microsoft's Trunk-Based Development**](https://paulhammant.com/2014/04/03/microsofts-trunk-based-development) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” This retrospective case study examines Microsoft's transition to trunk-based patterns for large-scale enterprise suites like Windows and Office. It highlights the custom tooling, engineering discipline, and scalability strategies required to support thousands of active engineers committing directly to a unified codebase. + - [paulhammant.com: Microsoft's Trunk-Based Development](https://paulhammant.com/2014/04/03/microsofts-trunk-based-development) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [ENTERPRISE-STABLE] β€” This retrospective case study examines Microsoft's transition to trunk-based patterns for large-scale enterprise suites like Windows and Office. It highlights the custom tooling, engineering discipline, and scalability strategies required to support thousands of active engineers committing directly to a unified codebase. + - [devblogs.microsoft.com: Release Flow: How We Do Branching on the VSTS Team](https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vsts-team) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Detailed breakdown of the 'Release Flow' branching strategy utilized by Microsoft's Azure DevOps/VSTS engineering teams. It explains how Microsoft balances high-throughput development with strict enterprise release cycles by leveraging short-lived feature branches and dedicated deployment branches. #### Collaboration (1) - - **(2021)** [dev.to: Open Source: My first Pull Request](https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step walkthrough of the fork-and-pull model used for open-source contributions. It explains upstream synchronization, clean branch isolation, and standard pull request workflows from a contributor's perspective. + - [dev.to: Open Source: My first Pull Request](https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356) [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step walkthrough of the fork-and-pull model used for open-source contributions. It explains upstream synchronization, clean branch isolation, and standard pull request workflows from a contributor's perspective. #### Collaboration Protocols (1) - - **(2022)** [freecodecamp.org: How to Write Commit Messages that Project Maintainers Will Appreciate](https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will-like) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive developer guide on composing structured and semantic commit messages that ease maintainer review. It contrasts raw commit history with standardized protocols (such as Conventional Commits) to lower code review latency and improve automated changelog generation in large projects. - - **(2021)** [dev.to/varbsan: A Simplified Convention for Naming Branches and Commits in Git](https://dev.to/varbsan/a-simplified-convention-for-naming-branches-and-commits-in-git-il4) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Proposes an elegant, highly structured system for classifying branches (e.g., `feat/`, `fix/`, `docs/`) and structuring commit histories. This guide is critical for setting up automated pipelines that trigger CI/CD builds based on branch namespaces. - - **(2022)** [dev.to: Open Source: Multiple branches and git merges](https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Analyzes branch tracking strategies specifically tailored for maintaining sanity in large, multi-contributor open-source systems. Discusses the downstream effects of divergent merge strategies on public issue tracking and release branches. + - [freecodecamp.org: How to Write Commit Messages that Project Maintainers' Will Appreciate](https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will-like) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive developer guide on composing structured and semantic commit messages that ease maintainer review. It contrasts raw commit history with standardized protocols (such as Conventional Commits) to lower code review latency and improve automated changelog generation in large projects. + - [dev.to: Open Source: Multiple branches and git merges](https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Analyzes branch tracking strategies specifically tailored for maintaining sanity in large, multi-contributor open-source systems. Discusses the downstream effects of divergent merge strategies on public issue tracking and release branches. + - [dev.to/varbsan: A Simplified Convention for Naming Branches and Commits' in Git](https://dev.to/varbsan/a-simplified-convention-for-naming-branches-and-commits-in-git-il4) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Proposes an elegant, highly structured system for classifying branches (e.g., `feat/`, `fix/`, `docs/`) and structuring commit histories. This guide is critical for setting up automated pipelines that trigger CI/CD builds based on branch namespaces. #### Conceptual Models - - **(2022)** [opensource.com: Explaining Git branches with a LEGO analogy](https://opensource.com/article/22/4/git-branches) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Utilizes tactile physical analogies (LEGO bricks) to demystify branch divergence, merging, and revision lineage. Highly useful for non-technical project managers or junior developers struggling with conceptualizing non-linear tree models. + - [opensource.com: Explaining Git branches with a LEGO analogy](https://opensource.com/article/22/4/git-branches) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Utilizes tactile physical analogies (LEGO bricks) to demystify branch divergence, merging, and revision lineage. Highly useful for non-technical project managers or junior developers struggling with conceptualizing non-linear tree models. #### Conflict Resolution - - **(2022)** [freecodecamp.org: How to Fix Merge Conflicts in Git](https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Detailed operational breakdown of analyzing and resolving merge conflicts. Discusses parsing conflict markers (`<<<<<<<`, `=======`, `>>>>>>>`), using external diff/merge utilities, and understanding code evolution to avoid overwriting peer updates. - - **(2021)** [dev.to: How Do I Resolve Merge Conflicts?](https://dev.to/github/how-do-i-resolve-merge-conflicts-5438) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Official guide showing how to identify and manually resolve file-level diff collision blocks during merge commands. Emphasizes visual tools and command line outputs to confidently patch code conflicts. - - **(2021)** [simplilearn.com: How to Resolve Merge Conflicts in Git?](https://www.simplilearn.com/tutorials/git-tutorial/merge-conflicts-in-git) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step tutorial designed to explain the mechanics of three-way merging and the generation of merge conflicts. It details how conflict markers are injected and provides terminal-based solutions to reconcile overlapping edits. + - [simplilearn.com: How to Resolve Merge Conflicts in Git?](https://www.simplilearn.com/tutorials/git-tutorial/merge-conflicts-in-git) [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step tutorial designed to explain the mechanics of three-way merging and the generation of merge conflicts. It details how conflict markers are injected and provides terminal-based solutions to reconcile overlapping edits. + - [dev.to: How Do I Resolve Merge Conflicts?](https://dev.to/github/how-do-i-resolve-merge-conflicts-5438) [COMMUNITY-TOOL] [GUIDE] β€” Official guide showing how to identify and manually resolve file-level diff collision blocks during merge commands. Emphasizes visual tools and command line outputs to confidently patch code conflicts. + - [freecodecamp.org: How to Fix Merge Conflicts in Git](https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Detailed operational breakdown of analyzing and resolving merge conflicts. Discusses parsing conflict markers (`<<<<<<<`, `=======`, `>>>>>>>`), using external diff/merge utilities, and understanding code evolution to avoid overwriting peer updates. #### Developer Ergonomics - - **(2020)** [opensource.com: 8 Git aliases that make me more efficient](https://opensource.com/article/20/11/git-aliases) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Examines practical shell and Git aliases designed to accelerate daily CLI execution speeds. Explains configuration syntaxes for setting up logical macro shortcodes within global `.gitconfig` profiles. - - **(2018)** [davidwalsh.name: More Awesome Git Aliases](https://davidwalsh.name/more-awesome-git-aliases) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A curated set of advanced Git alias definitions targeting productivity improvements. Focuses on parsing, pretty-printing logs, tracking status flags, and customizing shell environments for version-control readability. + - [opensource.com: 8 Git aliases that make me more efficient](https://opensource.com/article/20/11/git-aliases) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Examines practical shell and Git aliases designed to accelerate daily CLI execution speeds. Explains configuration syntaxes for setting up logical macro shortcodes within global `.gitconfig` profiles. + - [davidwalsh.name: More Awesome Git Aliases](https://davidwalsh.name/more-awesome-git-aliases) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A curated set of advanced Git alias definitions targeting productivity improvements. Focuses on parsing, pretty-printing logs, tracking status flags, and customizing shell environments for version-control readability. #### Disaster Recovery - - **(2026)** [**backhub.co**](https://www.backhub.co) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A key enterprise-grade backup solution for GitHub repositories (integrated with Rewind). It automates cloud backups of source code alongside associated metadata (issues, wikis, pull requests), critical for security compliance and business continuity frameworks. - - **(2021)** [devops.com: Make GitHub Backups Part of Your Development Process](https://devops.com/make-github-backups-part-of-your-development-process) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyzes the critical operational need to treat third-party repository platforms as soft targets requiring independent backup infrastructure. It advocates for localized automated archiving strategies to secure source code intellectual property against localized system downtime. - - **(2022)** [dev.to: 3 Ways to Backup Your Code (Even If You Don’t Know Git)](https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Introduces basic to intermediate data protection strategies for ensuring development work is never lost. Geared toward beginners and non-Git users, covering high-level archive procedures and external cloud storage integration. + - [backhub.co](https://www.backhub.co) [ENTERPRISE-STABLE] β€” A key enterprise-grade backup solution for GitHub repositories (integrated with Rewind). It automates cloud backups of source code alongside associated metadata (issues, wikis, pull requests), critical for security compliance and business continuity frameworks. + - [devops.com: Make GitHub Backups Part of Your Development Process](https://devops.com/make-github-backups-part-of-your-development-process) [COMMUNITY-TOOL] β€” Analyzes the critical operational need to treat third-party repository platforms as soft targets requiring independent backup infrastructure. It advocates for localized automated archiving strategies to secure source code intellectual property against localized system downtime. + - [dev.to: 3 Ways to Backup Your Code (Even If You Don’t Know Git)](https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Introduces basic to intermediate data protection strategies for ensuring development work is never lost. Geared toward beginners and non-Git users, covering high-level archive procedures and external cloud storage integration. #### Git Architecture - - **(2021)** [**stackoverflow.blog: A look under the hood: how branches work in Git**](https://stackoverflow.blog/2021/04/05/a-look-under-the-hood-how-branches-work-in-git) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An in-depth exploration of Git's DAG (Directed Acyclic Graph) structural model and object storage (`blobs`, `trees`, `commits`). It explains why branching in Git is incredibly lightweight compared to classical VCS systems. Vital reading for senior developers looking to debug corrupted refs. - - **(2022)** [freecodecamp.org: How Git Branches Work](https://www.freecodecamp.org/news/how-git-branches-work) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Deep dive into the metadata pointer structure of Git branches, contrasting them with physically copied directories. It illustrates how the HEAD pointer is resolved dynamically during branch transitions, providing a solid conceptual foundation. + - [stackoverflow.blog: A look under the hood: how branches work in Git](https://stackoverflow.blog/2021/04/05/a-look-under-the-hood-how-branches-work-in-git) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An in-depth exploration of Git's DAG (Directed Acyclic Graph) structural model and object storage (`blobs`, `trees`, `commits`). It explains why branching in Git is incredibly lightweight compared to classical VCS systems. Vital reading for senior developers looking to debug corrupted refs. + - [freecodecamp.org: How Git Branches Work](https://www.freecodecamp.org/news/how-git-branches-work) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Deep dive into the metadata pointer structure of Git branches, contrasting them with physically copied directories. It illustrates how the HEAD pointer is resolved dynamically during branch transitions, providing a solid conceptual foundation. #### Git Basics (2) - - **(2021)** [intellipaat.com: Git Tutorial - Learn Git 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/git-tutorial) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A beginner-friendly introduction to Git's lifecycle, architecture, and basic operations. It provides clear walk-throughs of staging, committing, and working with remote repositories, serving as a solid foundational manual for novice developers. - - **(2021)** [freecodecamp.org: What is Git? A Beginner's Guide to Git Version Control](https://www.freecodecamp.org/news/what-is-git-learn-git-version-control) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides a comprehensive manual on decentralized version control concepts, contrasting centralized models (like SVN) with Git's architecture. It walks through basic setup, staging processes, and branching to establish a firm mental model for new engineers. - - **(2021)** [dev.to: Master Git in 7 minutes 🌟](https://dev.to/valeriavg/master-git-in-7-minutes-gai) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A highly concentrated crash course designed to take developers from a blank terminal to initializing repositories, staging changes, pushing commits, and working with remote origins. Ideal for rapid onboarding of new developers or as a high-density reference sheet. - **(2021)** [infoworld.com: What is Git? Version control for collaborative programming](https://www.infoworld.com/article/2334697/what-is-git-version-control-for-collaborative-programming.html) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Evaluates Git's positioning and dominance in modern enterprise architectures. Examines internal object tracking mechanics, repository distributed layouts, and its vital role in the contemporary DevOps toolchain. - - **(2021)** [dev.to: Git for beginners](https://dev.to/purveshshende2/git-for-beginners-3il6) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explains core Git fundamentals such as repositories, the working directory, the staging area, and local commits. This guide is written specifically for newcomers to establish a baseline understanding of decentralized version control systems. - - **(2022)** [freecodecamp.org: How to Create and Sync Git and GitHub Repositories](https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Basic operational tutorial providing step-by-step procedures to initialize local git folders and bind them safely to freshly instantiated remote repositories. - - **(2021)** [freecodecamp.org: Git and GitHub Tutorial – Version Control for Beginners 🌟](https://www.freecodecamp.org/news/git-and-github-for-beginners) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An educational baseline tutorial outlining local and remote version control patterns using Git and GitHub. Offers structured walkthroughs of staging, committing, branching, and pushing codebases designed for developers transitioning to modern repository environments. - - **(2021)** [dev.to: Git and GitHub for beginners](https://dev.to/ericawanja/git-and-github-for-beginners-33a0) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A fundamental introduction detailing Git concepts such as local repositories, commit history, and upstream synchronization. Best suited as a reference for developers standardizing their initial command-line version control workflow. - - **(2021)** [dev.to: Introduction to Git and GitHub](https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Basic guide defining tracking protocols, file states (modified, staged, committed), and the architectural distinction between Git (the engine) and GitHub (the platform). + - [intellipaat.com: Git Tutorial - Learn Git 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/git-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” A beginner-friendly introduction to Git's lifecycle, architecture, and basic operations. It provides clear walk-throughs of staging, committing, and working with remote repositories, serving as a solid foundational manual for novice developers. + - [dev.to: Git for beginners](https://dev.to/purveshshende2/git-for-beginners-3il6) [COMMUNITY-TOOL] [GUIDE] β€” Explains core Git fundamentals such as repositories, the working directory, the staging area, and local commits. This guide is written specifically for newcomers to establish a baseline understanding of decentralized version control systems. + - [freecodecamp.org: What is Git? A Beginner's Guide to Git Version Control](https://www.freecodecamp.org/news/what-is-git-learn-git-version-control) [COMMUNITY-TOOL] [GUIDE] β€” Provides a comprehensive manual on decentralized version control concepts, contrasting centralized models (like SVN) with Git's architecture. It walks through basic setup, staging processes, and branching to establish a firm mental model for new engineers. + - [dev.to: Master Git in 7 minutes 🌟](https://dev.to/valeriavg/master-git-in-7-minutes-gai) [COMMUNITY-TOOL] [GUIDE] β€” A highly concentrated crash course designed to take developers from a blank terminal to initializing repositories, staging changes, pushing commits, and working with remote origins. Ideal for rapid onboarding of new developers or as a high-density reference sheet. + - [freecodecamp.org: Git and GitHub Tutorial – Version Control for Beginners' 🌟](https://www.freecodecamp.org/news/git-and-github-for-beginners) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An educational baseline tutorial outlining local and remote version control patterns using Git and GitHub. Offers structured walkthroughs of staging, committing, branching, and pushing codebases designed for developers transitioning to modern repository environments. + - [dev.to: Git and GitHub for beginners](https://dev.to/ericawanja/git-and-github-for-beginners-33a0) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A fundamental introduction detailing Git concepts such as local repositories, commit history, and upstream synchronization. Best suited as a reference for developers standardizing their initial command-line version control workflow. + - [dev.to: Introduction to Git and GitHub](https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Basic guide defining tracking protocols, file states (modified, staged, committed), and the architectural distinction between Git (the engine) and GitHub (the platform). + - [freecodecamp.org: How to Create and Sync Git and GitHub Repositories](https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Basic operational tutorial providing step-by-step procedures to initialize local git folders and bind them safely to freshly instantiated remote repositories. #### Git Command Reference - - **(2023)** [**freecodecamp.org: How to Use Branches in Git – the Ultimate Cheatsheet 🌟**](https://www.freecodecamp.org/news/how-to-use-branches-in-git) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An exhaustive reference sheet mapping out every standard Git branching command, from instantiation to tracking and cleanup. Clarifies structural concepts of refs and pointers in the `.git` directory structure, serving as a valuable quick on-the-job lookup. - - **(2023)** [gitkraken.com: How do you rename a Git branch?](https://www.gitkraken.com/learn/git/problems/rename-git-branch) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A practical troubleshooting guide for safe local and remote branch renaming. It walks through configuration updates and upstream tracking adjustments to prevent build breaking and pipeline failures when renaming default production branches. - - **(2022)** [freecodecamp.org: Git List Branches – How to Show All Remote and Local Branch Names](https://www.freecodecamp.org/news/git-list-branches-how-to-show-all-remote-and-local-branch-names) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Fast-reference syntax guide for filtering and outputting active local and remote branches. Covers command options such as `git branch -a` and `git branch -r` to clarify exact repository structure. - - **(2020)** [build5nines.com: How to Determine URL a Local Git Repository was Originally Cloned From](https://build5nines.com/how-to-determine-url-a-local-git-repository-was-originally-cloned-from) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Technical walkthrough explaining how to extract the original clone URL from local Git configurations. It details the utilization of `git remote -v` and config inspection mechanisms, making it useful for developers auditing local workspaces or automating multi-repository synchronization. + - [build5nines.com: How to Determine URL a Local Git Repository was Originally' Cloned From](https://build5nines.com/how-to-determine-url-a-local-git-repository-was-originally-cloned-from) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Technical walkthrough explaining how to extract the original clone URL from local Git configurations. It details the utilization of `git remote -v` and config inspection mechanisms, making it useful for developers auditing local workspaces or automating multi-repository synchronization. + - [gitkraken.com: How do you rename a Git branch?](https://www.gitkraken.com/learn/git/problems/rename-git-branch) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A practical troubleshooting guide for safe local and remote branch renaming. It walks through configuration updates and upstream tracking adjustments to prevent build breaking and pipeline failures when renaming default production branches. + - [freecodecamp.org: How to Use Branches in Git – the Ultimate Cheatsheet 🌟](https://www.freecodecamp.org/news/how-to-use-branches-in-git) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” An exhaustive reference sheet mapping out every standard Git branching command, from instantiation to tracking and cleanup. Clarifies structural concepts of refs and pointers in the `.git` directory structure, serving as a valuable quick on-the-job lookup. + - [freecodecamp.org: Git List Branches – How to Show All Remote and Local Branch' Names](https://www.freecodecamp.org/news/git-list-branches-how-to-show-all-remote-and-local-branch-names) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Fast-reference syntax guide for filtering and outputting active local and remote branches. Covers command options such as `git branch -a` and `git branch -r` to clarify exact repository structure. #### Git Configuration - - **(2021)** [**freecodecamp.org: How to Use Multiple Git Configs on One Computer 🌟**](https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-one-machine) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A practical guide detailing how to manage split Git configurations (e.g., personal vs. professional identities) on a single workstation. Utilizing Git's 'includeIf' directive, developers can dynamically load distinct user emails, SSH keys, and signing settings based on repository paths. - - **(2021)** [freecodecamp.org: git config – How to Configure Git Settings to Improve Your Development Workflow](https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Reviews the global and repository-specific options configurable via 'git config'. Explains auto-correct commands, core editor bindings, line-ending standardizations across operating systems, and colored outputs. + - [freecodecamp.org: How to Use Multiple Git Configs on One Computer 🌟](https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-one-machine) [ENTERPRISE-STABLE] [GUIDE] β€” A practical guide detailing how to manage split Git configurations (e.g., personal vs. professional identities) on a single workstation. Utilizing Git's 'includeIf' directive, developers can dynamically load distinct user emails, SSH keys, and signing settings based on repository paths. + - [freecodecamp.org: git config – How to Configure Git Settings to Improve' Your Development Workflow](https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings) [COMMUNITY-TOOL] [GUIDE] β€” Reviews the global and repository-specific options configurable via 'git config'. Explains auto-correct commands, core editor bindings, line-ending standardizations across operating systems, and colored outputs. #### Git Inspection - - **(2021)** [opensource.com: Find what changed in a Git commit](https://opensource.com/article/21/4/git-whatchanged) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Demystifies commands used to inspect repository changes over time, including 'git whatchanged', 'git log -p', and 'git show'. It explains historical command nuances and highlights how to surgically target specific file histories and structural mutations in large repositories. - - **(2021)** [thenewstack.io: Development: Introduction to Git Logging](https://thenewstack.io/development-introduction-to-git-logging) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An exploration of 'git log' configurations, covering formatting flags, filtering by files, authors, or chronological dates, and visualizing commit history graphs in CLI. Enables developers to efficiently track origin patterns of performance regressions or code changes. + - [opensource.com: Find what changed in a Git commit](https://opensource.com/article/21/4/git-whatchanged) [COMMUNITY-TOOL] [GUIDE] β€” Demystifies commands used to inspect repository changes over time, including 'git whatchanged', 'git log -p', and 'git show'. It explains historical command nuances and highlights how to surgically target specific file histories and structural mutations in large repositories. + - [thenewstack.io: Development: Introduction to Git Logging](https://thenewstack.io/development-introduction-to-git-logging) [COMMUNITY-TOOL] [GUIDE] β€” An exploration of 'git log' configurations, covering formatting flags, filtering by files, authors, or chronological dates, and visualizing commit history graphs in CLI. Enables developers to efficiently track origin patterns of performance regressions or code changes. #### Git Internals - **(2020)** [**github.blog: Commits are snapshots, not diffs**](https://github.blog/open-source/git/commits-are-snapshots-not-diffs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” Explains Git's underlying data model, clarifying that commits are stored as full-file snapshots (blobs and trees) rather than incremental line deltas. This fundamental architectural detail helps developers understand why branching and merging are highly efficient operations in Git compared to legacy VCS systems. #### Git Operations - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [cloudbees.com: Git Reset Clearly Explained: How to Undo Your Changes 🌟](https://www.cloudbees.com/blog/git-reset-undo-changes) | | Git Operations | English | 🌟🌟🌟🌟 | - | [freecodecamp.org: Git Undo Merge – How to Revert the Last Merge Commit in Git](https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git) | | Git Operations | English | 🌟🌟🌟🌟 | - | [opensource.com: My guide to using the Git push command safely](https://opensource.com/article/22/4/git-push) | | Git Operations | English | 🌟🌟🌟 | - | [freecodecamp.org: Undo Git Add – How to Remove Added Files in Git 🌟](https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git) | | Git Operations | English | 🌟🌟🌟 | - | [build5nines.com: Git: Reset / Undo Most Recent Local Commit](https://build5nines.com/git-reset-undo-most-recent-local-commit) | | Git Operations | English | 🌟🌟🌟 | - | [cloudbees.com: Git Pull: How It Works With Detailed Examples](https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples) | | Git Operations | English | 🌟🌟🌟 | - | [cloudbees.com: Git Push: An In-Depth Tutorial With Examples](https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples) | | Git Operations | English | 🌟🌟🌟 | - | [about.gitlab.com: The new Git default branch name](https://about.gitlab.com/blog/2021/03/10/new-git-default-branch-name) | | Git Operations | English | 🌟🌟🌟 | - | [Removing the last commit](https://gist.github.com/CrookedNumber/8964442) | | Git Operations | English | 🌟🌟🌟 | - - - **(2021)** [**cloudbees.com: Git Reset Clearly Explained: How to Undo Your Changes 🌟**](https://www.cloudbees.com/blog/git-reset-undo-changes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Demystifies the core differences between '--soft', '--mixed', and '--hard' reset operations in Git. By mapping how resets affect the HEAD pointer, the index, and the working directory, this guide provides solid strategies for safe rollback of local changes. - - **(2021)** [**freecodecamp.org: Git Undo Merge – How to Revert the Last Merge Commit in Git**](https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Detailed, structural exploration on undoing completed branch mergers using 'git revert' with parent pointer options ('-m'). Discusses the architectural implications of reverting merges and how it shapes subsequent branch integration. - - **(2022)** [opensource.com: My guide to using the Git push command safely](https://opensource.com/article/22/4/git-push) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive manual covering safe patterns of pushing code, focusing on options like '--force-with-lease' versus '--force'. Provides patterns to protect upstream tracking states from destructive history alterations by other team members. - - **(2022)** [freecodecamp.org: Undo Git Add – How to Remove Added Files in Git 🌟](https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Evaluates the commands required to safely unstage files from the Git index without altering working directory contents. Highlights nuances between 'git reset HEAD', 'git restore --staged', and other historical command forms. - - **(2022)** [build5nines.com: Git: Reset / Undo Most Recent Local Commit](https://build5nines.com/git-reset-undo-most-recent-local-commit) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step documentation focusing on reversing the latest committed changes locally. Evaluates command scenarios utilizing the 'HEAD~1' targeting operator under different staging and working directory preservation options. - - **(2021)** [cloudbees.com: Git Pull: How It Works With Detailed Examples](https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Deconstructs the mechanics of 'git pull' as a composite operation of 'git fetch' followed by either 'git merge' or 'git rebase'. The article uses visual flow diagrams to explain divergence resolution, fast-forwarding, and best practices to avoid messy merge history. - - **(2021)** [cloudbees.com: Git Push: An In-Depth Tutorial With Examples](https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive guide analyzing the technical layers of transferring local branch updates to remote repositories. It covers upstream configuration, tracking branch architectures, force-pushing safety guidelines, and resolving push rejection due to remote drift. - - **(2021)** [about.gitlab.com: The new Git default branch name](https://about.gitlab.com/blog/2021/03/10/new-git-default-branch-name) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Outlines GitLab's migration steps and platform updates transitioning the default branch name from `master` to `main`. Discusses modern development standards, project initialization shifts, and backward compatibility paths. - - **(2014)** [Removing the last commit](https://gist.github.com/CrookedNumber/8964442) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical community GitHub Gist outlining multiple strategies to revert, reset, or remove the latest commit in a Git repository. Illustrates the critical differences between `git reset --soft` and `git reset --hard` for local and remote recovery. + - [cloudbees.com: Git Pull: How It Works With Detailed Examples](https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples) [COMMUNITY-TOOL] [GUIDE] β€” Deconstructs the mechanics of 'git pull' as a composite operation of 'git fetch' followed by either 'git merge' or 'git rebase'. The article uses visual flow diagrams to explain divergence resolution, fast-forwarding, and best practices to avoid messy merge history. + - [cloudbees.com: Git Push: An In-Depth Tutorial With Examples](https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples) [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive guide analyzing the technical layers of transferring local branch updates to remote repositories. It covers upstream configuration, tracking branch architectures, force-pushing safety guidelines, and resolving push rejection due to remote drift. + - [cloudbees.com: Git Reset Clearly Explained: How to Undo Your Changes 🌟](https://www.cloudbees.com/blog/git-reset-undo-changes) [ENTERPRISE-STABLE] [GUIDE] β€” Demystifies the core differences between '--soft', '--mixed', and '--hard' reset operations in Git. By mapping how resets affect the HEAD pointer, the index, and the working directory, this guide provides solid strategies for safe rollback of local changes. + - [freecodecamp.org: Git Undo Merge – How to Revert the Last Merge Commit in' Git](https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Detailed, structural exploration on undoing completed branch mergers using 'git revert' with parent pointer options ('-m'). Discusses the architectural implications of reverting merges and how it shapes subsequent branch integration. + - [opensource.com: My guide to using the Git push command safely](https://opensource.com/article/22/4/git-push) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive manual covering safe patterns of pushing code, focusing on options like '--force-with-lease' versus '--force'. Provides patterns to protect upstream tracking states from destructive history alterations by other team members. + - [freecodecamp.org: Undo Git Add – How to Remove Added Files in Git 🌟](https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git) [COMMUNITY-TOOL] [GUIDE] β€” Evaluates the commands required to safely unstage files from the Git index without altering working directory contents. Highlights nuances between 'git reset HEAD', 'git restore --staged', and other historical command forms. + - [build5nines.com: Git: Reset / Undo Most Recent Local Commit](https://build5nines.com/git-reset-undo-most-recent-local-commit) [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step documentation focusing on reversing the latest committed changes locally. Evaluates command scenarios utilizing the 'HEAD~1' targeting operator under different staging and working directory preservation options. + - [Removing the last commit](https://gist.github.com/CrookedNumber/8964442) [COMMUNITY-TOOL] β€” A practical community GitHub Gist outlining multiple strategies to revert, reset, or remove the latest commit in a Git repository. Illustrates the critical differences between `git reset --soft` and `git reset --hard` for local and remote recovery. #### Git Productivity - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [opensource.com: Make your own Git subcommands](https://opensource.com/article/22/4/customize-git-subcommands) | | Git Productivity | English | 🌟🌟🌟🌟 | - | [realpython.com: Advanced Git Tips for Python Developers 🌟](https://realpython.com/advanced-git-for-pythonistas) | | Git Productivity | English | 🌟🌟🌟🌟 | - | [blog.argoproj.io: 5 new Git commands and 1 tip you’ll use every day](https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321) | | Git Productivity | English | 🌟🌟🌟🌟 | - | [dev.to: 10 useful Git tips to improve your workflow 🌟](https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1) | | Git Productivity | English | 🌟🌟🌟🌟 | - | [honeybadger.io: Top Ten Git Tips & Tricks](https://www.honeybadger.io/blog/git-tricks) | | Git Productivity | English | 🌟🌟🌟 | - - - **(2022)** [**opensource.com: Make your own Git subcommands**](https://opensource.com/article/22/4/customize-git-subcommands) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Explains Git's extension architecture, showing how script files named 'git-*' added to system executable paths automatically register as custom subcommands. This is highly useful for building standardized company toolsets. - - **(2022)** [**realpython.com: Advanced Git Tips for Python Developers 🌟**](https://realpython.com/advanced-git-for-pythonistas) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Structured guide containing developer-centric Git custom patterns, focusing on specialized interactive staging, cherry-pick operations, and custom Python '.gitignore' rules. Excellent reading for engineering cleanups in Python workflows. - - **(2021)** [**blog.argoproj.io: 5 new Git commands and 1 tip you’ll use every day**](https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Showcases modern Git commands introduced in recent releases, such as 'git switch', 'git restore', and the powerful multi-worktree setup via 'git worktree'. These capabilities allow developers to manage contextual changes and concurrent tasks without stashing. - - **(2021)** [**dev.to: 10 useful Git tips to improve your workflow 🌟**](https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Explains critical commands for repository organization, such as automated remote cleaning, custom aliases, complex log sorting, and advanced diff settings. These tips help developers construct highly tuned, custom git environments for team environments. - - **(2021)** [honeybadger.io: Top Ten Git Tips & Tricks](https://www.honeybadger.io/blog/git-tricks) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Highlights ten advanced terminal commands and aliases to streamline git workflows, including stash parsing, custom log formatting, and interactive rebasing. These tips target active development patterns to minimize command-line friction and maximize change velocity. + - [honeybadger.io: Top Ten Git Tips & Tricks](https://www.honeybadger.io/blog/git-tricks) [COMMUNITY-TOOL] [GUIDE] β€” Highlights ten advanced terminal commands and aliases to streamline git workflows, including stash parsing, custom log formatting, and interactive rebasing. These tips target active development patterns to minimize command-line friction and maximize change velocity. + - [blog.argoproj.io: 5 new Git commands and 1 tip you’ll use every day](https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321) [ENTERPRISE-STABLE] [GUIDE] β€” Showcases modern Git commands introduced in recent releases, such as 'git switch', 'git restore', and the powerful multi-worktree setup via 'git worktree'. These capabilities allow developers to manage contextual changes and concurrent tasks without stashing. + - [dev.to: 10 useful Git tips to improve your workflow 🌟](https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1) [ENTERPRISE-STABLE] [GUIDE] β€” Explains critical commands for repository organization, such as automated remote cleaning, custom aliases, complex log sorting, and advanced diff settings. These tips help developers construct highly tuned, custom git environments for team environments. + - [opensource.com: Make your own Git subcommands](https://opensource.com/article/22/4/customize-git-subcommands) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Explains Git's extension architecture, showing how script files named 'git-*' added to system executable paths automatically register as custom subcommands. This is highly useful for building standardized company toolsets. + - [realpython.com: Advanced Git Tips for Python Developers 🌟](https://realpython.com/advanced-git-for-pythonistas) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Structured guide containing developer-centric Git custom patterns, focusing on specialized interactive staging, cherry-pick operations, and custom Python '.gitignore' rules. Excellent reading for engineering cleanups in Python workflows. #### Git Reference - **(2021)** [cloudbees.com: Git Commands: The 13 You Must Know, In Order 🌟](https://www.cloudbees.com/blog/git-commit-detailed-tutorial-on-saving-your-code) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A structured deep dive into the 13 most critical Git commands mapped to their logical position in the code deployment lifecycle. The tutorial breaks down repository indexing, branching, and commit management with explicit terminal diagrams and real-world scenarios. - - **(2021)** [towardsdatascience.com: A Git cheatsheet that all coders need](https://towardsdatascience.com/a-git-cheatsheet-that-all-coders-need-bf8ad4d91576) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An organized reference guide targeting command-line operations frequently used in data science and engineering teams. Focuses on history visualization, commit management, and fast-forward remote sync commands. - - **(2021)** [c-sharpcorner.com: 0 Git Commands You Should Know](https://www.c-sharpcorner.com/article/20-git-commands-you-should-know) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Lists 20 foundational Git commands necessary for daily development, covering initialization, log inspection, cherry-picking, and remote synchronization. This serves as a rapid cheat sheet for software developers scaling up their terminal command comfort. - - **(2021)** [c-sharpcorner.com: Top 15 Git Commands With Examples For Every DevelopersπŸ’ͺ](https://www.c-sharpcorner.com/article/top-15-git-commands-with-examples-for-every-developers) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Compiled handbook featuring 15 of the most widely applied terminal instructions in Git version tracking. Highlights commands ranging from dynamic diff displays to basic branch merging with practical code and parameter illustrations. + - [c-sharpcorner.com: 0 Git Commands You Should Know](https://www.c-sharpcorner.com/article/20-git-commands-you-should-know) [COMMUNITY-TOOL] [GUIDE] β€” Lists 20 foundational Git commands necessary for daily development, covering initialization, log inspection, cherry-picking, and remote synchronization. This serves as a rapid cheat sheet for software developers scaling up their terminal command comfort. + - [towardsdatascience.com: A Git cheatsheet that all coders need](https://towardsdatascience.com/a-git-cheatsheet-that-all-coders-need-bf8ad4d91576) [COMMUNITY-TOOL] [GUIDE] β€” An organized reference guide targeting command-line operations frequently used in data science and engineering teams. Focuses on history visualization, commit management, and fast-forward remote sync commands. + - [c-sharpcorner.com: Top 15 Git Commands With Examples For Every DevelopersπŸ’ͺ](https://www.c-sharpcorner.com/article/top-15-git-commands-with-examples-for-every-developers) [COMMUNITY-TOOL] [GUIDE] β€” Compiled handbook featuring 15 of the most widely applied terminal instructions in Git version tracking. Highlights commands ranging from dynamic diff displays to basic branch merging with practical code and parameter illustrations. #### Git Scale Operations - **(2022)** [==github.blog: Improve Git monorepo performance with a file system monitor 🌟==](https://github.blog/engineering/improve-git-monorepo-performance-with-a-file-system-monitor) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” Groundbreaking technical review demonstrating FSMonitor's architectural advantages inside extremely large scale monorepos. By eliminating full working tree scans during 'git status' commands, query durations decrease dramatically from seconds to milliseconds. - **(2020)** [**github.blog: Get up to speed with partial clone and shallow clone**](https://github.blog/open-source/git/get-up-to-speed-with-partial-clone-and-shallow-clone) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Outlines performance strategies for massive repositories using partial clone and shallow clone mechanisms. By selectively downloading commit history or file objects (such as omitting large blobs), teams can drastically reduce network overhead and local disk usage in enterprise-scale monorepos. - - **(2020)** [**about.gitlab.com: How Git Partial Clone lets you fetch only the large file you need**](https://about.gitlab.com/blog/2020/03/13/partial-clone-for-massive-repositories) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Evaluates GitLab's implementation of Git Partial Clone to mitigate bottlenecking in massive codebases containing large assets. It contrasts standard clones with blobless and treeless clones, providing empirical metrics on how deferring binary downloads improves CI/CD runner execution speed. #### Git Security - - **(2021)** [**blog.gitguardian.com: Rewriting your git history, removing files permanently - cheatsheet & guide**](https://blog.gitguardian.com/rewriting-git-history-cheatsheet) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” Outlines strict methodologies for removing sensitive credentials or bloated files permanently from a Git repository's history. It presents modern commands such as 'git-filter-repo' alongside legacy 'git filter-branch' to guarantee a complete scrub of sensitive elements while preventing repository corruption. + - [blog.gitguardian.com: Rewriting your git history, removing files permanently' - cheatsheet & guide](https://blog.gitguardian.com/rewriting-git-history-cheatsheet) [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” Outlines strict methodologies for removing sensitive credentials or bloated files permanently from a Git repository's history. It presents modern commands such as 'git-filter-repo' alongside legacy 'git filter-branch' to guarantee a complete scrub of sensitive elements while preventing repository corruption. #### Git Tools - - **(2021)** [**dev.to: Get lazy with lazygit**](https://dev.to/tahsinature/get-lazy-with-lazygit-4h37) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A walkthrough of 'lazygit', a terminal UI layout for Git. It outlines how this tool accelerates advanced tasks like fast interactive rebase operations, interactive staging, stash sorting, and graphical history navigation directly from the terminal. + - [dev.to: Get lazy with lazygit](https://dev.to/tahsinature/get-lazy-with-lazygit-4h37) [ENTERPRISE-STABLE] [GUIDE] β€” A walkthrough of 'lazygit', a terminal UI layout for Git. It outlines how this tool accelerates advanced tasks like fast interactive rebase operations, interactive staging, stash sorting, and graphical history navigation directly from the terminal. #### Git Visualizations - - **(2019)** [==marklodato.github.io: A Visual Git Reference 🌟==](https://marklodato.github.io/visual-git-guide/index-en.html) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” An exceptionally detailed, map-based visual guide illustrating how Git commands mutate the inner object model. Using elegant diagrams, it models branch references, commits, indexes, and directory trees, offering unmatched conceptual clarity. + - [marklodato.github.io: A Visual Git Reference 🌟](https://marklodato.github.io/visual-git-guide/index-en.html) [ADVANCED LEVEL] [DE FACTO STANDARD] [GUIDE] β€” An exceptionally detailed, map-based visual guide illustrating how Git commands mutate the inner object model. Using elegant diagrams, it models branch references, commits, indexes, and directory trees, offering unmatched conceptual clarity. #### Git Workflows (1) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [livecodestream.dev: Five Advanced Git Concepts that Make You Look Like a Pro](https://newsletter.thelongcommit.com/subscribe) | | Git Workflows | English | 🌟🌟🌟 | - | [smashingmagazine.com: Getting The Most Out Of Git](https://www.smashingmagazine.com/2021/02/getting-the-most-out-of-git) | | Git Workflows | English | 🌟🌟🌟 | - | [freecodecamp.org: How to Use Git and Git Workflows – a Practical Guide](https://www.freecodecamp.org/news/practical-git-and-git-workflows) | | Git Workflows | English | 🌟🌟🌟 | - | [thenewstack.io: Git for Managing Small Projects 🌟](https://thenewstack.io/git-for-managing-small-projects) | | Git Workflows | English | 🌟🌟🌟 | - | [dev.to: Git Organized: A Better Git Flow](https://dev.to/render/git-organized-a-better-git-flow-56go) | | Git Workflows | English | 🌟🌟🌟 | - - **(2021)** [livecodestream.dev: Five Advanced Git Concepts that Make You Look Like a Pro](https://newsletter.thelongcommit.com/subscribe) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explores powerful features such as 'git bisect', dynamic interactive rebasing, reflog recovery, and worktrees. These concepts enable advanced developers to rapidly diagnose regressions and orchestrate highly structured cleanups of complex history trees. - - **(2021)** [smashingmagazine.com: Getting The Most Out Of Git](https://www.smashingmagazine.com/2021/02/getting-the-most-out-of-git) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explores productivity-boosting mechanisms in Git, including aliases, stash strategies, and conflict-resolution processes. It helps developers move past standard commit/push commands into advanced staging management and history navigation techniques. - - **(2021)** [freecodecamp.org: How to Use Git and Git Workflows – a Practical Guide](https://www.freecodecamp.org/news/practical-git-and-git-workflows) [GUIDE] 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Detailed breakdown of mainstream branching strategies, including Git Flow, GitHub Flow, and trunk-based development. It serves as a practical blueprint for team collaboration, merge conflict mitigation, and release management in fast-paced software development cycles. - - **(2021)** [thenewstack.io: Git for Managing Small Projects 🌟](https://thenewstack.io/git-for-managing-small-projects) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explains how lightweight Git workflows can be tailored for single-developer or small-scale applications without the complexity of corporate deployment cycles. Focuses on local branch mechanics, simple staging hygiene, and basic version tracking. - - **(2021)** [dev.to: Git Organized: A Better Git Flow](https://dev.to/render/git-organized-a-better-git-flow-56go) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explores structured methodologies to maintain a clean git history during iterative engineering sprints. Highlights commit squashing, interactive rebasing, and early PR configurations to enhance peer-review clarity and system integrity. + - [smashingmagazine.com: Getting The Most Out Of Git](https://www.smashingmagazine.com/2021/02/getting-the-most-out-of-git) [COMMUNITY-TOOL] [GUIDE] β€” Explores productivity-boosting mechanisms in Git, including aliases, stash strategies, and conflict-resolution processes. It helps developers move past standard commit/push commands into advanced staging management and history navigation techniques. + - [freecodecamp.org: How to Use Git and Git Workflows – a Practical Guide](https://www.freecodecamp.org/news/practical-git-and-git-workflows) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Detailed breakdown of mainstream branching strategies, including Git Flow, GitHub Flow, and trunk-based development. It serves as a practical blueprint for team collaboration, merge conflict mitigation, and release management in fast-paced software development cycles. + - [thenewstack.io: Git for Managing Small Projects 🌟](https://thenewstack.io/git-for-managing-small-projects) [COMMUNITY-TOOL] [GUIDE] β€” Explains how lightweight Git workflows can be tailored for single-developer or small-scale applications without the complexity of corporate deployment cycles. Focuses on local branch mechanics, simple staging hygiene, and basic version tracking. + - [dev.to: Git Organized: A Better Git Flow](https://dev.to/render/git-organized-a-better-git-flow-56go) [COMMUNITY-TOOL] [GUIDE] β€” Explores structured methodologies to maintain a clean git history during iterative engineering sprints. Highlights commit squashing, interactive rebasing, and early PR configurations to enhance peer-review clarity and system integrity. #### History Simplification - - **(2022)** [freecodecamp.org: Git Squash Commits – Squashing the Last N Commits into One Commit](https://www.freecodecamp.org/news/git-squash-commits) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive hands-on tutorial detailing interactive rebase workflows to squash arbitrary historic commits. It provides clear, step-by-step terminal examples for resolving conflict-heavy squash operations to standardize team branch-merging practices. - - **(2021)** [cloudbees.com: Git Squash: How to Condense Your Commit History](https://www.cloudbees.com/blog/git-squash-how-to-condense-your-commit-history) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Architect-focused guide to maintaining a linear, clean history via squashing. It covers the technical mechanics of merging multiple development commits into a single cohesive unit before merging into trunk, a foundational practice for high-throughput CI/CD. - - **(2011)** [devroom.io: Git Squash your latests commits into one](https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one) [GUIDE] 🌟🌟 [GUIDE] [LEGACY] β€” Historic but highly practical post detailing manual command-line execution of Git squash. Despite its age, the fundamental rebase-based approaches covered remain functionally correct for baseline legacy setups. + - [cloudbees.com: Git Squash: How to Condense Your Commit History](https://www.cloudbees.com/blog/git-squash-how-to-condense-your-commit-history) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Architect-focused guide to maintaining a linear, clean history via squashing. It covers the technical mechanics of merging multiple development commits into a single cohesive unit before merging into trunk, a foundational practice for high-throughput CI/CD. + - [devroom.io: Git Squash your latests commits into one](https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one) [GUIDE] [GUIDE] [LEGACY] β€” Historic but highly practical post detailing manual command-line execution of Git squash. Despite its age, the fundamental rebase-based approaches covered remain functionally correct for baseline legacy setups. + - [freecodecamp.org: Git Squash Commits – Squashing the Last N Commits into' One Commit](https://www.freecodecamp.org/news/git-squash-commits) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive hands-on tutorial detailing interactive rebase workflows to squash arbitrary historic commits. It provides clear, step-by-step terminal examples for resolving conflict-heavy squash operations to standardize team branch-merging practices. #### Interactive Learning - - **(2026)** [==learngitbranching.js.org: Learn Git Branching 🌟==](https://learngitbranching.js.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier interactive, sandbox-driven visualizer for mastering Git branch operations and DAG models. Users execute simulated commands directly in the browser to visualize commit trees, merges, rebases, and cherry-picks. Unmatched as an educational utility across global engineering organizations. - - **(2023)** [**gitkraken.com: Branching in Git 🌟**](https://www.gitkraken.com/learn/git/branch) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Interactive and visual learning guide detailing foundational Git branching architectures. Highlights how graphical user interfaces interact with terminal Git mechanisms to support complex team topologies. + - [learngitbranching.js.org: Learn Git Branching 🌟](https://learngitbranching.js.org) [DE FACTO STANDARD] β€” The premier interactive, sandbox-driven visualizer for mastering Git branch operations and DAG models. Users execute simulated commands directly in the browser to visualize commit trees, merges, rebases, and cherry-picks. Unmatched as an educational utility across global engineering organizations. + - [gitkraken.com: Branching in Git 🌟](https://www.gitkraken.com/learn/git/branch) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Interactive and visual learning guide detailing foundational Git branching architectures. Highlights how graphical user interfaces interact with terminal Git mechanisms to support complex team topologies. #### Learning Resources - - **(2022)** [java67.com: Top 10 Free Git Courses and Tutorials for Beginners in 2022 - Best of Lot](https://www.java67.com/2022/07/10-best-free-git-courses-and-tutorials.html) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curated inventory containing free educational tracks and online bootcamps for learning fundamental Git operations. Covers platforms ranging from YouTube to Udemy, targeting rapid engineering onboarding. + - [java67.com: Top 10 Free Git Courses and Tutorials for Beginners in 2022' - Best of Lot](https://www.java67.com/2022/07/10-best-free-git-courses-and-tutorials.html) [COMMUNITY-TOOL] [GUIDE] β€” Curated inventory containing free educational tracks and online bootcamps for learning fundamental Git operations. Covers platforms ranging from YouTube to Udemy, targeting rapid engineering onboarding. #### Multi-Repository Structures - - **(2026)** [==git-scm.com: Git Tools - Submodules==](https://git-scm.com/book/en/v2/Git-Tools-Submodules) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official reference guide for managing Git submodules within complex multi-repo topologies. Covers the exact configurations, lifecycle management commands, and pointer updates required to keep external dependencies accurately version-locked. + - [git-scm.com: Git Tools - Submodules](https://git-scm.com/book/en/v2/Git-Tools-Submodules) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” The official reference guide for managing Git submodules within complex multi-repo topologies. Covers the exact configurations, lifecycle management commands, and pointer updates required to keep external dependencies accurately version-locked. #### Quality Assurance - - **(2018)** [**speakerdeck.com: 10 Git Anti Patterns You Should be Aware of 🌟**](https://speakerdeck.com/lemiorhan/10-git-anti-patterns-you-should-be-aware-of) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Visual, highly instructional slide deck cataloging 10 catastrophic Git practices commonly observed in industry. Covers mismanaging branches, commit pollution, and incorrect rebases. Perfect for team training and retrofitting coding standards. + - [speakerdeck.com: 10 Git Anti Patterns You Should be Aware of 🌟](https://speakerdeck.com/lemiorhan/10-git-anti-patterns-you-should-be-aware-of) [ENTERPRISE-STABLE] β€” Visual, highly instructional slide deck cataloging 10 catastrophic Git practices commonly observed in industry. Covers mismanaging branches, commit pollution, and incorrect rebases. Perfect for team training and retrofitting coding standards. #### Release Notes (1) - **(2023)** [**github.blog: Highlights from Git 2.40**](https://github.blog/open-source/git/highlights-from-git-2-40) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official breakdown of performance optimizations and command updates introduced in Git 2.40. Highlights architectural enhancements in `git jump` and Windows-specific execution performance, ensuring security fixes and dev workflow refinements are clearly communicated. #### Remote Operations - - **(2022)** [freecodecamp.org: Git Checkout Remote Branch Tutorial](https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Tutorial on properly tracking and switching to upstream remote branches in complex collaborative environments. Covers explicit checkout flags, automatic tracking creation, and metadata fetching to prevent stale tree mismatches. - - **(2022)** [freecodecamp.org: Git Push to Remote Branch – How to Push a Local Branch to Origin](https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local-branch-to-origin) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive walkthrough of upstream tracking mechanics and the behavior of the `git push` command flags. Details how the `-u` or `--set-upstream` flags link local tracking branches with remote definitions, ideal for onboarding new engineers. + - [freecodecamp.org: Git Checkout Remote Branch Tutorial](https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Tutorial on properly tracking and switching to upstream remote branches in complex collaborative environments. Covers explicit checkout flags, automatic tracking creation, and metadata fetching to prevent stale tree mismatches. + - [freecodecamp.org: Git Push to Remote Branch – How to Push a Local Branch' to Origin](https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local-branch-to-origin) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive walkthrough of upstream tracking mechanics and the behavior of the `git push` command flags. Details how the `-u` or `--set-upstream` flags link local tracking branches with remote definitions, ideal for onboarding new engineers. #### Repository Administration - - **(2021)** [r-bloggers.com: Git: Moving from Master to Main](https://www.r-bloggers.com/2021/10/git-moving-from-master-to-main) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A technical walkthrough detailing how to transition primary branch names from 'master' to 'main' in both local configuration and upstream remotes. Outlines the impact on integration pipelines, tracking branches, and remote configuration adjustments. + - [r-bloggers.com: Git: Moving from Master to Main](https://www.r-bloggers.com/2021/10/git-moving-from-master-to-main) [COMMUNITY-TOOL] [GUIDE] β€” A technical walkthrough detailing how to transition primary branch names from 'master' to 'main' in both local configuration and upstream remotes. Outlines the impact on integration pipelines, tracking branches, and remote configuration adjustments. #### Security Compliance - - **(2021)** [thenewstack.io: Why Open Source Project Maintainers are Reluctant to use Digital Signatures, Two-Factor Authentication](https://thenewstack.io/why-open-source-project-maintainers-are-reluctant-to-use-digital-signatures-two-factor-authentication) [ADVANCED LEVEL] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Analyzes security friction and adoption barriers of cryptographically signed commits (GPG/SSH) and MFA among open-source maintainers. It highlights user experience shortcomings in package registries and version control interfaces that impede standardized software supply chain security. + - [thenewstack.io: Why Open Source Project Maintainers are Reluctant to use' Digital Signatures, Two-Factor Authentication](https://thenewstack.io/why-open-source-project-maintainers-are-reluctant-to-use-digital-signatures-two-factor-authentication) [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] β€” Analyzes security friction and adoption barriers of cryptographically signed commits (GPG/SSH) and MFA among open-source maintainers. It highlights user experience shortcomings in package registries and version control interfaces that impede standardized software supply chain security. #### State Integration - - **(2022)** [**freecodecamp.org: The Git Merge Handbook – Definitive Guide to Merging in Git**](https://www.freecodecamp.org/news/the-definitive-guide-to-git-merge) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Extensive breakdown of Git's integration modes, analyzing fast-forward merges versus three-way merge commits. Explains the structural integrity of merging and when to prefer keeping historical merge commits over linear histories. - - **(2022)** [**dev.to: ELI5: Git Rebase vs. Merge 🌟**](https://dev.to/karaluton/explain-like-i-m-five-git-rebase-vs-merging-1k69) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Simplifies the complex conceptual difference between standard Git merges and linear rebases. Uses clear visual modeling to demonstrate how commit logs are fundamentally restructured, serving as an exceptional primer for newer software engineering recruits. + - [freecodecamp.org: The Git Merge Handbook – Definitive Guide to Merging in' Git](https://www.freecodecamp.org/news/the-definitive-guide-to-git-merge) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Extensive breakdown of Git's integration modes, analyzing fast-forward merges versus three-way merge commits. Explains the structural integrity of merging and when to prefer keeping historical merge commits over linear histories. + - [dev.to: ELI5: Git Rebase vs. Merge 🌟](https://dev.to/karaluton/explain-like-i-m-five-git-rebase-vs-merging-1k69) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Simplifies the complex conceptual difference between standard Git merges and linear rebases. Uses clear visual modeling to demonstrate how commit logs are fundamentally restructured, serving as an exceptional primer for newer software engineering recruits. #### State Management - - **(2021)** [opensource.com: A practical guide to using the git stash command](https://opensource.com/article/21/4/git-stash) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A detailed tutorial on managing dirty working directories using the Git stash mechanism. Presents clear architectural logic on the stash stack, covering pushes, pops, branch creations, and partial stashing to ease multi-task context switching. - - **(2021)** [opensource.com: 4 tips for context switching in Git](https://opensource.com/article/21/4/context-switching-git) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explores efficient productivity tactics for pivoting between hotfixes and active development cycles. Details native mechanisms including `git worktree` and `git stash` to manage disjointed working states and isolate development dependencies. - - **(2021)** [css-tricks.com: Git: Switching Unstaged Changes to a New Branch](https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Offers concrete workflows for isolating and moving accidental master/main modifications into a cleanly isolated feature branch. Demonstrates terminal patterns using checkout/switch commands while safeguarding index status. - - **(2022)** [dev.to: How to Use Git Stash Command](https://dev.to/mwafrika/how-to-use-git-stash-command-22bk) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Quick operational guide focusing on practical everyday Git stash operations. Outlines how to isolate unstaged changes quickly without committing incomplete features, ideal for immediate reference during high-frequency development cycles. + - [opensource.com: A practical guide to using the git stash command](https://opensource.com/article/21/4/git-stash) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A detailed tutorial on managing dirty working directories using the Git stash mechanism. Presents clear architectural logic on the stash stack, covering pushes, pops, branch creations, and partial stashing to ease multi-task context switching. + - [dev.to: How to Use Git Stash Command](https://dev.to/mwafrika/how-to-use-git-stash-command-22bk) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Quick operational guide focusing on practical everyday Git stash operations. Outlines how to isolate unstaged changes quickly without committing incomplete features, ideal for immediate reference during high-frequency development cycles. + - [opensource.com: 4 tips for context switching in Git](https://opensource.com/article/21/4/context-switching-git) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Explores efficient productivity tactics for pivoting between hotfixes and active development cycles. Details native mechanisms including `git worktree` and `git stash` to manage disjointed working states and isolate development dependencies. + - [css-tricks.com: Git: Switching Unstaged Changes to a New Branch](https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Offers concrete workflows for isolating and moving accidental master/main modifications into a cleanly isolated feature branch. Demonstrates terminal patterns using checkout/switch commands while safeguarding index status. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/gitops.md b/v2-docs/gitops.md index becf3137..9bd56bc3 100644 --- a/v2-docs/gitops.md +++ b/v2-docs/gitops.md @@ -3,6 +3,112 @@ !!! info "Architectural Context" Detailed reference for Gitops in the context of Engineering Pipeline. +## Standard Reference + + - [gitops.tech 🌟](https://www.gitops.tech) [COMMUNITY-TOOL] + - [OpenGitOps.dev 🌟](https://opengitops.dev) [COMMUNITY-TOOL] + - [github.com/topics/gitops 🌟](https://github.com/topics/gitops) [COMMUNITY-TOOL] + - [weave.works: Guide to GitOps](https://www.weave.works/technologies/gitops) [COMMUNITY-TOOL] + - [weave.works: What Is GitOps?](https://www.weave.works/blog/what-is-gitops-really) [COMMUNITY-TOOL] + - [atlassian.com: Is GitOps the next big thing in DevOps?](https://www.atlassian.com/git/tutorials/gitops) [COMMUNITY-TOOL] + - [cloudbees.com: What is GitOps?](https://www.cloudbees.com/gitops/what-is-gitops) [COMMUNITY-TOOL] + - [itnext.io: Continuous GitOps, the way to do DevOps in Kubernetes](https://itnext.io/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb) [COMMUNITY-TOOL] + - [blog.container-solutions.com: GitOps: The Bad and the Ugly](https://blog.container-solutions.com/gitops-limitations) [COMMUNITY-TOOL] + - [itnext.io: Principles, Patterns, and Practices for Effective Infrastructure' as Code](https://itnext.io/principles-patterns-and-practices-for-effective-infrastructure-as-code-e5f7bbe13df1) [COMMUNITY-TOOL] + - [sufle.io: Adopting GitOps for Enhanced Operations](https://www.sufle.io/blog/adopting-gitops-for-enhanced-operations) [COMMUNITY-TOOL] + - [thenewstack.io: Understanding GitOps: The Latest Tools and Philosophies](https://thenewstack.io/understanding-gitops-the-latest-tools-and-philosophies) [COMMUNITY-TOOL] + - [clickittech.com: What is GitOps? 🌟](https://www.clickittech.com/devops/what-is-gitops) [COMMUNITY-TOOL] + - [blog.container-solutions.com: 11 Reasons for Adopting GitOps](https://blog.container-solutions.com/why-adopt-gitops) [COMMUNITY-TOOL] + - [opensource.com: GitOps vs. DevOps: What's the difference? 🌟](https://opensource.com/article/21/3/gitops) [COMMUNITY-TOOL] + - [thenewstack.io: GitOps Use Cases You May Not Have Considered](https://thenewstack.io/gitops-use-cases-you-may-not-have-considered) [COMMUNITY-TOOL] + - [braindose.blog: 4 Key Characteristics for a Successful GitOps Implementation](https://braindose.blog/2020/03/18/4-key-characteristics-of-gitops) [COMMUNITY-TOOL] + - [thenewstack.io: Misconfiguration Worries Grow](https://thenewstack.io/misconfiguration-worries-grow) [COMMUNITY-TOOL] + - [weave.works: Managing Kubernetes with GitOps in a multi-cluster, multi-cloud' world](https://www.weave.works/blog/managing-kubernetes-with-gitops-in-a-multi-cluster-multi-cloud-world) [COMMUNITY-TOOL] + - [viewnext.com: ΒΏQuΓ© es GitOps?](https://www.viewnext.com/que-es-gitops) [COMMUNITY-TOOL] + - [thenewstack.io: Have Containers Will Travel: Why GitOps Is Essential for' Multicloud 🌟](https://thenewstack.io/have-containers-will-travel-why-gitops-is-essential-for-multicloud) [COMMUNITY-TOOL] + - [weave.works: Put Your Security Worries to Rest with GitOps Operational Control' 🌟](https://www.weave.works/use-cases/security-with-gitops) [COMMUNITY-TOOL] + - [thenewstack.io: Push vs. Pull in GitOps: Is There Really a Difference?](https://thenewstack.io/push-vs-pull-in-gitops-is-there-really-a-difference) [COMMUNITY-TOOL] + - [developers.redhat.com: Why should developers care about GitOps?](https://developers.redhat.com/blog/2021/05/13/why-should-developers-care-about-gitops) [COMMUNITY-TOOL] + - [octopus.com: How to structure your Git repository for DevOps automation](https://octopus.com/blog/devops-automation-repo-design) [COMMUNITY-TOOL] + - [testingclouds.wordpress.com: GitOps Demystified](https://testingclouds.wordpress.com/2021/06/02/gitops-demystified) [COMMUNITY-TOOL] + - [weave.works: Ops Automation - GitOps in the Modern Enterprise](https://www.weave.works/blog/gitops-in-the-modern-enterprise) [COMMUNITY-TOOL] + - [thenewstack.io: Security Will Be Instrumental for the Success of GitOps](https://thenewstack.io/security-will-be-instrumental-for-the-success-of-gitops) [COMMUNITY-TOOL] + - [weave.works: There’s More to GitOps Than Meets the Eye](https://www.weave.works/blog/theres-more-to-gitops-than-meets-the-eye) [COMMUNITY-TOOL] + - [thenewstack.io: A Look at GitOps for the Modern Enterprise 🌟](https://thenewstack.io/a-look-at-gitops-for-the-modern-enterprise) [COMMUNITY-TOOL] + - [itnext.io: GitOps with Kubernetes 🌟](https://itnext.io/gitops-with-kubernetes-740f37ea015b) [COMMUNITY-TOOL] + - [weave.works: Automating Kubernetes with GitOps (whitepaper) 🌟](https://go.weave.works/automating-kubernetes-with-gitops-wp.html) [COMMUNITY-TOOL] + - [enterprisersproject.com: How to explain GitOps in plain English](https://enterprisersproject.com/article/2021/6/gitops-explained-plain-english) [COMMUNITY-TOOL] + - [bunnyshell.com: GitOps vs. DevOps: What’s the Difference? 🌟](https://www.bunnyshell.com/blog/gitops-vs-devops) [COMMUNITY-TOOL] + - [stevesmith.tech: GitOps is a placebo](https://www.stevesmith.tech/blog/gitops-is-a-placebo) [COMMUNITY-TOOL] + - [weave.works: The History of GitOps 🌟](https://www.weave.works/blog/the-history-of-gitops) [COMMUNITY-TOOL] + - [opensource.com: How to get the most out of GitOps right now](https://opensource.com/article/21/8/gitops) [COMMUNITY-TOOL] + - [weave.works: Hardening Git for GitOps (white paper)](https://go.weave.works/hardening-git-for-gitops.html) [COMMUNITY-TOOL] + - [thenewstack.io: How to Get the Most out of GitOps](https://thenewstack.io/how-to-get-the-most-out-of-gitops) [COMMUNITY-TOOL] + - [weave.works: Case Study: National Australia Bank Decreases Operational Overhead' with GitOps](https://www.weave.works/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops) [COMMUNITY-TOOL] + - [blogs.sap.com: Decentralized GitOps over multiple environments](https://blogs.sap.com/2021/05/06/decentralized-gitops-over-environments) [COMMUNITY-TOOL] + - [thenewstack.io: Application Deployment Is Faster with GitOps](https://thenewstack.io/application-deployment-is-faster-with-gitops) [COMMUNITY-TOOL] + - [thenewstack.io: Wait, Do We Need to Hold Up on GitOps?](https://thenewstack.io/wait-do-we-need-to-hold-up-on-gitops) [COMMUNITY-TOOL] + - [thenewstack.io: CNCF Working Group Sets Some Standards for β€˜GitOps’](https://thenewstack.io/cncf-working-group-sets-some-standards-for-gitops) [COMMUNITY-TOOL] + - [thenewstack.io: GitOps and the Cheap Cloud Myth](https://thenewstack.io/repatriation-or-cloud-what-we-need-is-control) [COMMUNITY-TOOL] + - [developer.ibm.com: GitOps: Best practices for the real world](https://developer.ibm.com/blogs/gitops-best-practices-for-the-real-world) [COMMUNITY-TOOL] + - [thenewstack.io: Trusted Delivery: Policy-Based Compliance the GitOps Way](https://thenewstack.io/trusted-delivery-policy-based-compliance-the-gitops-way) [COMMUNITY-TOOL] + - [thenewstack.io: Getting Started with GitOps](https://thenewstack.io/getting-started-with-gitops) [COMMUNITY-TOOL] + - [thenewstack.io: Can You GitOps Your APIs?](https://thenewstack.io/can-you-gitops-your-apis) [COMMUNITY-TOOL] + - [weave.works: GitOps takes DevOps teams to higher levels of maturity](https://www.weave.works/blog/gitops-takes-devops-teams-to-higher-levels-of-maturity) [COMMUNITY-TOOL] + - [linkedin.com pulse: WTH is GitOps? | Pavan Belagatti](https://www.linkedin.com/pulse/wth-gitops-pavan-belagatti) [COMMUNITY-TOOL] + - [toolbox.com: Why Are Organizations Adopting GitOps for Continuous Deployment' in 2022?](https://www.toolbox.com/tech/devops/articles/more-organizations-adopting-gitops) [COMMUNITY-TOOL] + - [weave.works: The world’s largest telcos are now embracing GitOps. Deutsche' Telekom explains why](https://www.weave.works/blog/deutsche-telekom-explain-why-they-chose-gitops-for-5g) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes at Scale without GitOps Is a Bad Idea](https://thenewstack.io/kubernetes-at-scale-without-gitops-is-a-bad-idea) [COMMUNITY-TOOL] + - [linkedin pulse: GitOps vs. DevOps! | Pavan Belagatti](https://www.linkedin.com/pulse/gitops-vs-devops-pavan-belagatti) [COMMUNITY-TOOL] + - [piotrminkowski.com: Continuous Development on Kubernetes with GitOps Approach' 🌟](https://piotrminkowski.com/2022/06/06/continuous-development-on-kubernetes-with-gitops-approach) [COMMUNITY-TOOL] + - [thenewstack.io: KubeCon: 14,000 More Engineers Have Their GitOps Basics' Down](https://thenewstack.io/kubecon-14000-more-engineers-have-their-gitops-basics-down) [COMMUNITY-TOOL] + - [developers.redhat.com: GitOps Cookbook: Kubernetes automation in practice](https://developers.redhat.com/articles/2022/12/20/gitops-cookbook-kubernetes-automation-practice) [COMMUNITY-TOOL] + - [devops.com: Declarative Compliance With Policy-as-Code and GitOps 🌟](https://devops.com/declarative-compliance-with-policy-as-code-and-gitops) [COMMUNITY-TOOL] + - [thenewstack.io: The Next Kubernetes Management Frontier: Automation. Automation' Is No Longer a β€œNice to Have” 🌟🌟](https://thenewstack.io/the-next-kubernetes-management-frontier-automation) [COMMUNITY-TOOL] + - [thenewstack.io: GitOps as an Evolution of Kubernetes](https://thenewstack.io/gitops-as-an-evolution-of-kubernetes) [COMMUNITY-TOOL] + - [hackernoon.com: What Is GitOps And Why Is It (Almost) Useless? Part 1](https://hackernoon.com/what-is-gitops-and-why-it-is-almost-useless-part-1) [COMMUNITY-TOOL] + - [devoriales.com: Exploring GitOps: Software and Infrastructure Management' Intro Video](https://devoriales.com/video/897990746/intro-to-gitops) [COMMUNITY-TOOL] + - [opensourceforu.com: Embracing Progressive Delivery In Kubernetes With GitOps](https://www.opensourceforu.com/2023/10/embracing-progressive-delivery-in-kubernetes-with-gitops) [COMMUNITY-TOOL] + - [itnext.io: Necessary Culture Change with GitOps](https://itnext.io/necessary-culture-change-with-gitops-2c63f4fe9604) [COMMUNITY-TOOL] + - [GitOps Working Group 🌟](https://github.com/gitops-working-group/gitops-working-group) [COMMUNITY-TOOL] + - [github.com/open-gitops/project 🌟](https://github.com/open-gitops/project) ⭐ 1171 [COMMUNITY-TOOL] + - [github.com/cloudogu/gitops-patterns](https://github.com/cloudogu/gitops-patterns) ⭐ 359 [COMMUNITY-TOOL] + - [github.com/cloudogu/gitops-playground#example-applications](https://github.com/cloudogu/gitops-playground#example-applications) ⭐ 264 [COMMUNITY-TOOL] + - [developers.redhat.com: Git best practices: Workflows for GitOps deployments' | Christian Hernandez 🌟](https://developers.redhat.com/articles/2022/07/20/git-workflows-best-practices-gitops-deployments) [COMMUNITY-TOOL] + - [developers.redhat.com: How to set up your GitOps directory structure |' Christian Hernandez 🌟](https://developers.redhat.com/articles/2022/09/07/how-set-your-gitops-directory-structure) [COMMUNITY-TOOL] + - [devopsera.com: How to Structure Directories in a GitOps Repository for the' Best User-Friendliness and Flexibility](https://devopsera.com/2023/06/how-to-structure-directories-in-a-gitops-repository-for-the-best-user-friendliness-and-flexibility) [COMMUNITY-TOOL] + - [blog.container-solutions.com: FluxCD, ArgoCD or Jenkins X: Which Is the' Right GitOps Tool for You? 🌟](https://blog.container-solutions.com/fluxcd-argocd-jenkins-x-gitops-tools) [COMMUNITY-TOOL] + - [slideshare: GitOps, Jenkins X & Future of CI/CD](https://slideshare.net/rakutentech/gitops-jenkins-x-future-of-cicd) [COMMUNITY-TOOL] + - [Tanka](https://tanka.dev/tutorial/jsonnet) [COMMUNITY-TOOL] + - [weave.works: Weave Kubernetes Platform (WKP) Unlocks Cross Team Collaboration' with Workspaces](https://www.weave.works/blog/wkp-team-workspaces-rbac) [COMMUNITY-TOOL] + - [vimeo.com: Weaveworks - Hybrid and Multi-Cloud Strategies for Kubernetes' with GitOps](https://vimeo.com/516520492) [COMMUNITY-TOOL] + - [glasskube.dev 🌟](https://glasskube.dev) [COMMUNITY-TOOL] + - [github.com/glasskube/glasskube](https://github.com/glasskube/glasskube) ⭐ 3491 [ENTERPRISE-STABLE] + - [Flagger](https://flagger.app) [COMMUNITY-TOOL] + - [partlycloudy.blog: Release to Kubernetes like a Pro with Flagger](https://partlycloudy.blog/2020/07/08/release-to-k8s-like-a-pro-with-flagger) [COMMUNITY-TOOL] + - [WKSctl - A New OSS Kubernetes Manager using GitOps](https://www.weave.works/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops) [COMMUNITY-TOOL] + - [Terraform Best Practices](https://github.com/antonbabenko/terraform-best-practices) ⭐ 2469 [COMMUNITY-TOOL] + - [openshift-applier](https://github.com/redhat-cop/openshift-applier) ⭐ 98 [COMMUNITY-TOOL] + - [Weave GitOps Enterprise](https://www.weave.works/product/gitops-enterprise) [COMMUNITY-TOOL] + - [thenewstack.io: Weave GitOps Core Integrates Git with Kubernetes](https://thenewstack.io/weave-gitops-core-integrates-git-with-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: Weave GitOps Trusted Delivery: A Road to Kubernetes Sanity?](https://thenewstack.io/weave-gitops-trusted-delivery-a-road-to-kubernetes-sanity) [COMMUNITY-TOOL] + - [dailymotion-oss.github.io/octopilot: Octopilot](https://dailymotion-oss.github.io/octopilot) [COMMUNITY-TOOL] + - [Kubestack 🌟](https://www.kubestack.com) [COMMUNITY-TOOL] + - [thenewstack.io: KubeStack: Towards Full-Stack GitOps](https://thenewstack.io/kubestack-towards-full-stack-gitops) [COMMUNITY-TOOL] + - [How Kubernetes Operators Fit into Platform Building and When Traditional IaC Isn't Enough](https://www.thestack.technology/how-kubernetes-operators-fit-into-to-platform-building-and-when-traditional-iac-isnt-enough) [COMMUNITY-TOOL] + - [ClusterClass: Experimental Feature for Streamlined Cluster Lifecycle Management' in Cluster API](https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class) [COMMUNITY-TOOL] + - [thenewstack.io: Red Hat Delivers Full GitOps CI/CD Built on Tekton and Argo](https://thenewstack.io/red-hat-delivers-full-gitops-ci-cd-built-on-tekton-and-argo) [COMMUNITY-TOOL] + - [redhat.com: Red Hat Makes DevOps a Reality with OpenShift GitOps and OpenShift' Pipelines 🌟](https://www.redhat.com/en/about/press-releases/red-hat-makes-devops-reality-openshift-gitops-and-openshift-pipelines) [COMMUNITY-TOOL] + - [piotrminkowski.com: GitOps with Advanced Cluster Management for Kubernetes' 🌟](https://piotrminkowski.com/2022/10/24/gitops-with-advanced-cluster-management-for-kubernetes) [COMMUNITY-TOOL] + - [youtube.com: GitOps Guide to the Galaxy 🌟🌟🌟](https://www.youtube.com/playlist?list=PLbMP1JcGBmSGKO8UreWpOBOhCqilejhtd) [COMMUNITY-TOOL] + +## Application Delivery + +### Helm + +#### Alternative Engines + + - [Nelm: A Helm Alternative for Kubernetes Deployments](https://github.com/werf/nelm) ⭐ 1072 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An innovative deployment engine integrated within the Werf workflow that functions as an alternative to native Helm release tracking. It resolves Helm's tracking limitations by ensuring strict live cluster validation and resource health monitoring. ## Cloud Infrastructure ### Kubernetes Distributions @@ -10,6 +116,13 @@ #### Bare-Metal and Edge - **(2026)** [**Charmed Kubernetes**](https://ubuntu.com/kubernetes/charmed-k8s) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Canonical's model-driven Kubernetes distribution designed for bare-metal, private, and multi-cloud environments. Leverages Ubuntu's automated Juju framework to manage complex cluster lifecycles, upgrades, security scanning, and seamless hypervisor scaling. +## Cloud-Native Development + +### Local Development Tools + +#### Okteto + + - **(2021)** [codefresh.io: Tutorial - Local Kubernetes Development with Okteto 🌟](https://octopus.com/devops) [COMMUNITY-TOOL] β€” Hands-on walkthrough displaying how to use Okteto to connect a developer workspace directly with live infrastructure, bypassing resource-heavy local systems. ## GitOps ### Hybrid Cloud Platforms @@ -23,9 +136,16 @@ #### Cluster Provisioning - - **(2020)** [WKSctl - A New OSS Kubernetes Manager using GitOps](https://www.weave.works/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops) [COMMUNITY-TOOL] β€” Historical reference covering the announcement of WKSctl as an open-source GitOps-centric cluster bootstrapper. Note: The URL appears to have defaulted to an external registration portal and should be treated with caution. - - **(2020)** [WKSctl: a Tool for Kubernetes Cluster Management Using GitOps](https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops) [COMMUNITY-TOOL] β€” An InfoQ editorial piece analyzing the operational design of WKSctl. Explores how declarative machine and cluster definitions allowed users to bootstrap and reconcile nodes over SSH using Git as the source of truth. + - [Weave Kubernetes System Control - wksctl](https://github.com/weaveworks/wksctl) ⭐ 389 [ADVANCED LEVEL] [LEGACY] β€” An early GitOps-driven Kubernetes cluster manager from Weaveworks that provisioned clusters from a declared state stored in git. Following Weaveworks' operational shutdown, this project is considered legacy but remains highly influential in GitOps control-loop architecture history. + - [WKSctl: a Tool for Kubernetes Cluster Management Using GitOps](https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops) [COMMUNITY-TOOL] β€” An InfoQ editorial piece analyzing the operational design of WKSctl. Explores how declarative machine and cluster definitions allowed users to bootstrap and reconcile nodes over SSH using Git as the source of truth. +## Networking + +### Container Network Interface + +#### CNI Plugins + + - [github: Weave Net - Weaving Containers into Applications](https://github.com/weaveworks/weave) ⭐ 6613 [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Weave Net is a resilient container CNI designed to create peer-to-peer overlay networks without external databases or configurations. The project was officially archived by Weaveworks in 2024, prompting teams to migrate to more modern CNI plugins like Cilium and Calico. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Argo](./argo.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) diff --git a/v2-docs/golang.md b/v2-docs/golang.md index 272697d8..2c82f59b 100644 --- a/v2-docs/golang.md +++ b/v2-docs/golang.md @@ -3,138 +3,135 @@ !!! info "Architectural Context" Detailed reference for Golang in the context of Developer Ecosystem. +## Standard Reference + + - [blog.kubesimplify.com: Perform CRUD Operations on Kubernetes Using Golang' 🌟](https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang) [COMMUNITY-TOOL] + ## Architecture ### Microservices #### Design Patterns - - **(2022)** [ebosas/microservices](https://github.com/ebosas/microservices) ⭐ 309 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight showcases a reference architecture modeling an end-to-end microservices pattern in Go. Live Grounding reveals it as a practical template illustrating API Gateways, service registries, and gRPC communication loops. + - [ebosas/microservices](https://github.com/ebosas/microservices) ⭐ 309 [COMMUNITY-TOOL] β€” Curator Insight showcases a reference architecture modeling an end-to-end microservices pattern in Go. Live Grounding reveals it as a practical template illustrating API Gateways, service registries, and gRPC communication loops. +#### Distributed Application Runtime + + - [dapr.io](https://dapr.io) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight presents Dapr as a portable, event-driven runtime that simplifies building resilient, distributed microservices. Live Grounding highlights its widespread enterprise adoption as a CNCF incubated project, offering sidecar APIs for state management, pub/sub, and service invocation across any cloud. #### Go Frameworks - **(2025)** [==go-micro==](https://github.com/micro/go-micro) ⭐ 22751 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight introduces go-micro as a distributed systems development framework providing key abstractions for microservices. Live Grounding notes its journey through corporate and open-source licensing changes, yet it remains a foundational toolkit for service discovery, RPC, and event-driven architectures in Go. - - **(2025)** [==go-kratos/kratos==](https://github.com/go-kratos/kratos) ⭐ 25688 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight defines Kratos as a heavy-duty microservice framework for Go, designed for highly scalable web-scale systems. Live Grounding highlights its extensive use of gRPC/Protobuf-first code generation, integrated observability, and pluggable service discovery protocols. + - [go-kratos/kratos](https://github.com/go-kratos/kratos) ⭐ 25688 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight defines Kratos as a heavy-duty microservice framework for Go, designed for highly scalable web-scale systems. Live Grounding highlights its extensive use of gRPC/Protobuf-first code generation, integrated observability, and pluggable service discovery protocols. ### Networking #### Go High-Performance Network Libraries - - **(2025)** [**gnet**](https://github.com/panjf2000/gnet) ⭐ 11156 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight highlights gnet as a high-performance, non-blocking, event-driven networking library built on top of epoll/kqueue. Live Grounding showcases its superiority over Go's standard net library for raw throughput and ultra-low latency, making it ideal for custom edge proxies and IoT gateways. + - [gnet](https://github.com/panjf2000/gnet) ⭐ 11156 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight highlights gnet as a high-performance, non-blocking, event-driven networking library built on top of epoll/kqueue. Live Grounding showcases its superiority over Go's standard net library for raw throughput and ultra-low latency, making it ideal for custom edge proxies and IoT gateways. ## Business Applications ### Go Web Apps #### Email Analytics - - **(2023)** [github.com/Email-Dashboard:](https://github.com/Email-Dashboard/Email-Dashboard) ⭐ 275 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight introduces this dashboard tool for managing and viewing inbound emails from servers. Live Grounding notes it's a helpful utility for testing email pipelines locally during microservice integrations. + - [github.com/Email-Dashboard:](https://github.com/Email-Dashboard/Email-Dashboard) ⭐ 275 [COMMUNITY-TOOL] β€” Curator Insight introduces this dashboard tool for managing and viewing inbound emails from servers. Live Grounding notes it's a helpful utility for testing email pipelines locally during microservice integrations. ## Cloud Native ### Containers #### Dockerizing Go - - **(2020)** [dev.to: Dockerize a GoLang HTTP server and deploy it on Kubernetes](https://dev.to/aksrao1998/dockerize-a-golang-http-server-and-deploy-it-on-kubernetes-592j) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight explains how to wrap a basic Go HTTP server into a Docker container and set up K8s deployment manifests. Live Grounding identifies this as a foundational tutorial detailing deployment mechanics, services, and ports. + - [dev.to: Dockerize a GoLang HTTP server and deploy it on Kubernetes](https://dev.to/aksrao1998/dockerize-a-golang-http-server-and-deploy-it-on-kubernetes-592j) [COMMUNITY-TOOL] β€” Curator Insight explains how to wrap a basic Go HTTP server into a Docker container and set up K8s deployment manifests. Live Grounding identifies this as a foundational tutorial detailing deployment mechanics, services, and ports. #### Image Building ##### Go Tools - - **(2022)** [**ahmet.im: Building container images in Go**](https://ahmet.im/blog/building-container-images-in-go) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight explores programmatically constructing container images inside Go applications without relying on a local Docker daemon. Live Grounding verifies that tools like Google's `go-containerregistry` allow direct manipulation of OCI image layers. This approach is highly relevant for building on-demand container builders or serverless runners. + - [ahmet.im: Building container images in Go](https://ahmet.im/blog/building-container-images-in-go) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight explores programmatically constructing container images inside Go applications without relying on a local Docker daemon. Live Grounding verifies that tools like Google's `go-containerregistry` allow direct manipulation of OCI image layers. This approach is highly relevant for building on-demand container builders or serverless runners. ### Kubernetes Development #### Client Wrappers - - **(2024)** [forbearing/k8s](https://github.com/forbearing/k8s) ⭐ 73 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight describes forbearing/k8s as an abstraction wrapper over client-go to offer a simpler API for standard Kubernetes resource orchestration. Live Grounding indicates it reduces boilerplate for minor tooling but lacks the ecosystem stability of standard controllers. + - [forbearing/k8s](https://github.com/forbearing/k8s) ⭐ 73 [COMMUNITY-TOOL] β€” Curator Insight describes forbearing/k8s as an abstraction wrapper over client-go to offer a simpler API for standard Kubernetes resource orchestration. Live Grounding indicates it reduces boilerplate for minor tooling but lacks the ecosystem stability of standard controllers. #### Go Client-Go ##### Generics - - **(2021)** [itnext.io: Generically working with Kubernetes objects in Go](https://itnext.io/generically-working-with-kubernetes-resources-in-go-53bce678f887) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight highlights the use of Go 1.18+ generics to drastically reduce boilerplate when interacting with various Kubernetes API types. Live Grounding confirms that while standard client-go uses dynamic clients or interface{} for generic operations, integrating Go generics allows for cleaner, type-safe custom controllers. This article provides practical patterns for wrapping standard clients to streamline resource manipulation. + - [itnext.io: Generically working with Kubernetes objects in Go](https://itnext.io/generically-working-with-kubernetes-resources-in-go-53bce678f887) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight highlights the use of Go 1.18+ generics to drastically reduce boilerplate when interacting with various Kubernetes API types. Live Grounding confirms that while standard client-go uses dynamic clients or interface{} for generic operations, integrating Go generics allows for cleaner, type-safe custom controllers. This article provides practical patterns for wrapping standard clients to streamline resource manipulation. ##### Informer Pattern - - **(2020)** [dev.to: Watch and react to Kubernetes objects changes](https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight outlines how to implement event-driven watches in Kubernetes using the Go client-go SDK. Live Grounding shows this is a foundational guide for building lightweight operators without full operator frameworks, leveraging Informers and Reflector mechanics. It is highly valued for explaining how to minimize API server load during state sync. + - [dev.to: Watch and react to Kubernetes objects changes](https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg) [COMMUNITY-TOOL] β€” Curator Insight outlines how to implement event-driven watches in Kubernetes using the Go client-go SDK. Live Grounding shows this is a foundational guide for building lightweight operators without full operator frameworks, leveraging Informers and Reflector mechanics. It is highly valued for explaining how to minimize API server load during state sync. ##### Local Sandbox - - **(2021)** [collabnix.com: Kubernetes CRUD Operation using Go on Docker Desktop](https://collabnix.com/kubernetes-crud-operation-using-go-on-docker-desktop) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight details setting up a local Docker Desktop Kubernetes instance and running basic CRUD client-go scripts. Live Grounding identifies this as an entry-level tutorial for engineers bridging local development with Kubernetes API fundamentals. It covers authentication via kubeconfig and resource life cycle actions. - - **(2024)** [**iximiuz/client-go-examples**](https://github.com/iximiuz/client-go-examples) ⭐ 1114 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight gathers high-quality recipes illustrating direct usage of Kubernetes client-go. Live Grounding highlights its pedagogical design, illustrating dynamic clients, Typed clients, and standard Controller loops in easy-to-digest formats. + - [collabnix.com: Kubernetes CRUD Operation using Go on Docker Desktop](https://collabnix.com/kubernetes-crud-operation-using-go-on-docker-desktop) [COMMUNITY-TOOL] β€” Curator Insight details setting up a local Docker Desktop Kubernetes instance and running basic CRUD client-go scripts. Live Grounding identifies this as an entry-level tutorial for engineers bridging local development with Kubernetes API fundamentals. It covers authentication via kubeconfig and resource life cycle actions. + - [iximiuz/client-go-examples](https://github.com/iximiuz/client-go-examples) ⭐ 1114 [ENTERPRISE-STABLE] β€” Curator Insight gathers high-quality recipes illustrating direct usage of Kubernetes client-go. Live Grounding highlights its pedagogical design, illustrating dynamic clients, Typed clients, and standard Controller loops in easy-to-digest formats. #### Testing Frameworks - - **(2025)** [**kubernetes-sigs/e2e-framework**](https://github.com/kubernetes-sigs/e2e-framework) ⭐ 652 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight presents this official Kubernetes SIG framework for writing robust end-to-end tests for operators and controllers. Live Grounding highlights its structured step-by-step test phases, integrated kind cluster spin-up, and native client-go validation patterns. + - [kubernetes-sigs/e2e-framework](https://github.com/kubernetes-sigs/e2e-framework) ⭐ 652 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight presents this official Kubernetes SIG framework for writing robust end-to-end tests for operators and controllers. Live Grounding highlights its structured step-by-step test phases, integrated kind cluster spin-up, and native client-go validation patterns. ### Kubernetes Observability #### Debugging Tools - - **(2023)** [github.com/groundcover-com: Container Restarts Watcher](https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts) 🌟 [COMMUNITY-TOOL] β€” Curator Insight points to a companion code repository for a Groundcover blog exploring Kubernetes container restart triggers. Live Grounding confirms it serves as a lightweight diagnostic template to intercept CrashLoopBackOff states in real-time. + - [github.com/groundcover-com: Container Restarts Watcher](https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts) [COMMUNITY-TOOL] β€” Curator Insight points to a companion code repository for a Groundcover blog exploring Kubernetes container restart triggers. Live Grounding confirms it serves as a lightweight diagnostic template to intercept CrashLoopBackOff states in real-time. ### Web Frameworks #### Request Binding - - **(2024)** [ggicci/httpin: HTTP Input for Go](https://github.com/ggicci/httpin) ⭐ 385 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight introduces httpin as a declarative way to decode HTTP request data (query, headers, body) directly into Go structs. Live Grounding confirms it's a popular tool for clean controller interfaces, reducing imperative parsing code in Go web microservices. + - [ggicci/httpin: HTTP Input for Go](https://github.com/ggicci/httpin) ⭐ 385 [COMMUNITY-TOOL] β€” Curator Insight introduces httpin as a declarative way to decode HTTP request data (query, headers, body) directly into Go structs. Live Grounding confirms it's a popular tool for clean controller interfaces, reducing imperative parsing code in Go web microservices. ## Cloud Native Languages ### Go #### API Design - - **(2020)** [**dev.to: Create a Restful API with Golang from scratch 🌟**](https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2) [ES CONTENT] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A step-by-step guide to building a clean, native REST API from scratch in Go using standard mux frameworks. Excellent for microservice engineers. [SPANISH CONTENT] - - **(2022)** [dev.to: Understanding and Crafting HTTP Middlewares in Go](https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-3183) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Walks through the mechanics of composing HTTP middlewares in Go using standard library handlers. Covers routing interceptors, logging, and CORS negotiation patterns. - - **(2021)** [eli.thegreenplace.net: REST Servers in Go: Part 4 - using OpenAPI and Swagger](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Detailed technical guide demonstrating how to build OpenAPI-driven REST APIs in Go. Emphasizes schema-first code generation to guarantee contract reliability between independent microservices. - - **(2021)** [dev.to: Rate limiting HTTP requests in Go using Redis](https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” A code-heavy guide illustrating how to implement distributed rate-limiting middleware in Go using Redis token bucket algorithms. Vital for securing public REST API endpoints. + - [eli.thegreenplace.net: REST Servers in Go: Part 4 - using OpenAPI and Swagger](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Detailed technical guide demonstrating how to build OpenAPI-driven REST APIs in Go. Emphasizes schema-first code generation to guarantee contract reliability between independent microservices. + - [dev.to: Rate limiting HTTP requests in Go using Redis](https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” A code-heavy guide illustrating how to implement distributed rate-limiting middleware in Go using Redis token bucket algorithms. Vital for securing public REST API endpoints. + - [dev.to: Understanding and Crafting HTTP Middlewares in Go](https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-3183) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Walks through the mechanics of composing HTTP middlewares in Go using standard library handlers. Covers routing interceptors, logging, and CORS negotiation patterns. + - [dev.to: Create a Restful API with Golang from scratch 🌟](https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2) [ES CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” A step-by-step guide to building a clean, native REST API from scratch in Go using standard mux frameworks. Excellent for microservice engineers. [SPANISH CONTENT] #### Advanced Projects - **(2022)** [blog.logrocket.com: How to build a blockchain from scratch with Go](https://blog.logrocket.com/build-blockchain-with-go) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A guide illustrating how to build a basic blockchain protocol in Go from scratch. Walks through cryptography, hashing, transaction processing, and basic consensus mechanism structures. #### Awesome Lists - - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 173341 [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. + - [Awesome Go 🌟](https://github.com/avelino/awesome-go) ⭐ 173341 [EN CONTENT] [DE FACTO STANDARD] β€” The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. #### Configuration Management - - **(2025)** [**go-ini/ini**](https://github.com/go-ini/ini) ⭐ 3540 [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A feature-rich, high-performance ini file parser for Go. Offers seamless serialization and deserialization, essential for managing localized configuration states in production environments. + - [go-ini/ini](https://github.com/go-ini/ini) ⭐ 3540 [EN CONTENT] [ENTERPRISE-STABLE] β€” A feature-rich, high-performance ini file parser for Go. Offers seamless serialization and deserialization, essential for managing localized configuration states in production environments. #### Core Reference - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [github.com/golang/go](https://github.com/golang/go) | | Core Reference | en | 🌟🌟🌟🌟🌟 | - | [quii/learn-go-with-tests](https://github.com/quii/learn-go-with-tests) | | Core Reference | en | 🌟🌟🌟🌟🌟 | - | [The Ultimate Go Study Guide](https://github.com/hoanhan101/ultimate-go) | | Core Reference | en | 🌟🌟🌟🌟🌟 | - | [golang-design/history](https://github.com/golang-design/history) | | Core Reference | en | 🌟🌟🌟🌟 | - | [Golang for Node.js Developers](https://github.com/miguelmota/golang-for-nodejs-developers) | | Core Reference | en | 🌟🌟🌟🌟 | - | [github.com/paliimx: Data Structures and Algorithms implementation in Go](https://github.com/ua-nick/Data-Structures-and-Algorithms) | | Core Reference | es | 🌟🌟🌟 | - - - **(2026)** [==github.com/golang/go==](https://github.com/golang/go) ⭐ 134018 [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The open-source repository containing the implementation of the Go toolchain, compiler, and runtime. Underpins the entire modern container and cloud-native ecosystem (Docker, Kubernetes). - - **(2026)** [==quii/learn-go-with-tests==](https://github.com/quii/learn-go-with-tests) ⭐ 23658 [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” An elite educational resource teaching Go fundamentals strictly through Test-Driven Development (TDD). Combines theoretical language semantics with highly disciplined, production-grade engineering habits. - - **(2023)** [==The Ultimate Go Study Guide==](https://github.com/hoanhan101/ultimate-go) ⭐ 14910 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Comprehensive handbook detailing memory layout, profiling, and concurrency semantics of Go. Features visual diagrams and deep-dives into mechanical sympathy concepts for high-performance engineering. - - **(2024)** [**golang-design/history**](https://github.com/golang-design/history) ⭐ 1074 [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An extensive curated historical archive documenting the design decisions, proposals, and development milestones of the Go programming language. - - **(2022)** [**Golang for Node.js Developers**](https://github.com/miguelmota/golang-for-nodejs-developers) ⭐ 4773 [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A comparison manual translating Node.js practices and architectural paradigms into native Go-based idioms like goroutines, structures, and native channels. - **(2020)** [github.com/paliimx: Data Structures and Algorithms implementation in Go](https://github.com/ua-nick/Data-Structures-and-Algorithms) ⭐ 2774 [ES CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [LEGACY] β€” Provides clear native Go implementations of foundational data structures and computer science algorithms. Excellent reference code for technical optimization tasks. [SPANISH CONTENT] - **(2026)** [golang.org](https://go.dev) [EN CONTENT] [DOCUMENTATION] [DE FACTO STANDARD] β€” The official home of the Go programming language, designed for building simple, reliable, and highly efficient cloud-native software. Serves as the ultimate portal for runtime specifications and core packages. - - **(2021)** [go.dev: A new search experience on pkg.go.dev](https://go.dev/blog/pkgsite-search-redesign) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Details the architectural redesign of the official Go package registry search. Highlights usability and indexing upgrades implemented to streamline package discovery for developers. - - **(2021)** [dev.to: Getting started with Go-Lang](https://dev.to/treva123mutebi/getting-started-with-go-lang-1g0) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A basic introduction to the Go environment setup, variables, syntax, and package structures. Ideal for developers getting started with the language runtime. - - **(2021)** [dev.to/mavensingh: Advantages and Disadvantages of Go](https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A high-level evaluation of Go's strengths (such as concurrency models and compiling speeds) balanced against its notable limits, such as strict syntax structures and historical generic compromises. - - **(2021)** [dev.to: Getting Started With Go (golang) | Michael Levan](https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Provides DevOps engineers with an approachable blueprint to learn Go. Teaches syntax foundations, environmental variable setups, and building basic utility CLIs. + - [github.com/golang/go](https://github.com/golang/go) ⭐ 134018 [EN CONTENT] [DE FACTO STANDARD] β€” The open-source repository containing the implementation of the Go toolchain, compiler, and runtime. Underpins the entire modern container and cloud-native ecosystem (Docker, Kubernetes). + - [golang-design/history](https://github.com/golang-design/history) ⭐ 1074 [EN CONTENT] [ENTERPRISE-STABLE] [GUIDE] β€” An extensive curated historical archive documenting the design decisions, proposals, and development milestones of the Go programming language. + - [Golang for Node.js Developers](https://github.com/miguelmota/golang-for-nodejs-developers) ⭐ 4773 [EN CONTENT] [ENTERPRISE-STABLE] [GUIDE] β€” A comparison manual translating Node.js practices and architectural paradigms into native Go-based idioms like goroutines, structures, and native channels. + - [The Ultimate Go Study Guide](https://github.com/hoanhan101/ultimate-go) ⭐ 14910 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GUIDE] β€” Comprehensive handbook detailing memory layout, profiling, and concurrency semantics of Go. Features visual diagrams and deep-dives into mechanical sympathy concepts for high-performance engineering. + - [go.dev: A new search experience on pkg.go.dev](https://go.dev/blog/pkgsite-search-redesign) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Details the architectural redesign of the official Go package registry search. Highlights usability and indexing upgrades implemented to streamline package discovery for developers. + - [quii/learn-go-with-tests](https://github.com/quii/learn-go-with-tests) ⭐ 23658 [EN CONTENT] [DE FACTO STANDARD] [GUIDE] β€” An elite educational resource teaching Go fundamentals strictly through Test-Driven Development (TDD). Combines theoretical language semantics with highly disciplined, production-grade engineering habits. + - [dev.to: Getting started with Go-Lang](https://dev.to/treva123mutebi/getting-started-with-go-lang-1g0) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A basic introduction to the Go environment setup, variables, syntax, and package structures. Ideal for developers getting started with the language runtime. + - [dev.to/mavensingh: Advantages and Disadvantages of Go](https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A high-level evaluation of Go's strengths (such as concurrency models and compiling speeds) balanced against its notable limits, such as strict syntax structures and historical generic compromises. + - [dev.to: Getting Started With Go (golang) | Michael Levan](https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Provides DevOps engineers with an approachable blueprint to learn Go. Teaches syntax foundations, environmental variable setups, and building basic utility CLIs. #### Deployment - - **(2019)** [dev.to: Deploying Your First Golang Webapp](https://dev.to/heroku/deploying-your-first-golang-webapp-11b3) [EN CONTENT] [GUIDE] [GUIDE] [LEGACY] β€” A quickstart tutorial covering local compilation and cloud deployment of Go web applications. While slightly legacy, it provides robust fundamental concepts on environmental variables and buildpacks. + - [dev.to: Deploying Your First Golang Webapp](https://dev.to/heroku/deploying-your-first-golang-webapp-11b3) [EN CONTENT] [GUIDE] [GUIDE] [LEGACY] β€” A quickstart tutorial covering local compilation and cloud deployment of Go web applications. While slightly legacy, it provides robust fundamental concepts on environmental variables and buildpacks. #### Kubernetes Integration - - **(2021)** [iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery](https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [DE FACTO STANDARD] [GUIDE] β€” A masterfully structured tutorial on raw Kubernetes API mechanisms using Go's dynamic client and RESTClient abstractions. Explains complex API machinery concepts in clear, visual steps. - - **(2020)** [An example of using dynamic client of k8s.io/client-go](https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Provides a practical, concrete code blueprint demonstrating how to query Kubernetes resources dynamically without pre-compiled SDK structures. Simplifies integration with custom CRDs. + - [blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode](https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Explores techniques for real-time remote debugging of Go microservices running inside a Kubernetes cluster using Telepresence and VSCode, bridging local development environments with cloud resources. + - [An example of using dynamic client of k8s.io/client-go](https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Provides a practical, concrete code blueprint demonstrating how to query Kubernetes resources dynamically without pre-compiled SDK structures. Simplifies integration with custom CRDs. + - [iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery](https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [DE FACTO STANDARD] [GUIDE] β€” A masterfully structured tutorial on raw Kubernetes API mechanisms using Go's dynamic client and RESTClient abstractions. Explains complex API machinery concepts in clear, visual steps. #### Memory Management - - **(2021)** [itnext.io: Go Does Not Need a Java Style GC](https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” An in-depth structural comparison of memory management in Go and Java. Explores value types and compiler escape analysis to explain why Go achieves sub-millisecond latencies without complex garbage collection. + - [itnext.io: Go Does Not Need a Java Style GC](https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” An in-depth structural comparison of memory management in Go and Java. Explores value types and compiler escape analysis to explain why Go achieves sub-millisecond latencies without complex garbage collection. #### Microservices Frameworks - - **(2021)** [Zepto is a lightweight framework for the development of microservices & web services in golang](https://github.com/go-zepto/zepto) ⭐ 114 [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] [EMERGING] [LEGACY] β€” A lightweight web framework designed to simplify microservices development in Go. Features automated dependency injection and routing, though development has cooled in favor of active community-driven alternatives. + - [Zepto is a lightweight framework for the development of microservices & web services in golang](https://github.com/go-zepto/zepto) ⭐ 114 [EN CONTENT] [COMMUNITY-TOOL] [EMERGING] [LEGACY] β€” A lightweight web framework designed to simplify microservices development in Go. Features automated dependency injection and routing, though development has cooled in favor of active community-driven alternatives. #### Performance Tuning - - **(2020)** [rakyll/go-test-trace 🌟](https://github.com/rakyll/go-test-trace) ⭐ 391 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] [LEGACY] β€” A diagnostic tool that visualizes Go test execution profiles as tracer outputs. Note: This tool is currently inactive (unmaintained for >4 years) but provides key architectural insights into test tracing. - - **(2020)** [luk4z7/go-concurrency-guide: Go Concurrency Guide 🌟](https://github.com/luk4z7/go-concurrency-guide) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [LEGACY] β€” A comprehensive reference repository breaking down Go concurrency primitives like channels, select blocks, and sync packages. Downrated due to lack of recent commits (>4 years). - - **(2022)** [datastation.multiprocess.io: Speeding up Go's builtin JSON encoder up to 55% for large arrays of objects](https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html) [EN CONTENT] [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [ENTERPRISE-STABLE] β€” An insightful profiling case study on optimizing JSON serialization speeds in Go for large object payloads, highlighting GC allocation metrics and custom parsing alternatives. - - **(2021)** [developers.redhat.com: Using Delve to debug Go programs on Red Hat Enterprise Linux](https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Explains how to compile, profile, and step-debug Go executables on enterprise Linux environments using Delve. Critical reference for addressing low-level runtime crashes and unexpected goroutine deadlocks. + - [developers.redhat.com: Using Delve to debug Go programs on Red Hat Enterprise' Linux](https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Explains how to compile, profile, and step-debug Go executables on enterprise Linux environments using Delve. Critical reference for addressing low-level runtime crashes and unexpected goroutine deadlocks. + - [rakyll/go-test-trace 🌟](https://github.com/rakyll/go-test-trace) ⭐ 391 [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [LEGACY] β€” A diagnostic tool that visualizes Go test execution profiles as tracer outputs. Note: This tool is currently inactive (unmaintained for >4 years) but provides key architectural insights into test tracing. + - [datastation.multiprocess.io: Speeding up Go's builtin JSON encoder up to' 55% for large arrays of objects](https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html) [EN CONTENT] [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [ENTERPRISE-STABLE] β€” An insightful profiling case study on optimizing JSON serialization speeds in Go for large object payloads, highlighting GC allocation metrics and custom parsing alternatives. + - [luk4z7/go-concurrency-guide: Go Concurrency Guide 🌟](https://github.com/luk4z7/go-concurrency-guide) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] [LEGACY] β€” A comprehensive reference repository breaking down Go concurrency primitives like channels, select blocks, and sync packages. Downrated due to lack of recent commits (>4 years). #### Storage Integration - - **(2021)** [developer.okta.com: Elasticsearch in Go: A Developer's Guide](https://developer.okta.com/blog/2021/04/23/elasticsearch-go-developers-guide) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A developer's guide demonstrating how to connect, index, and query Elasticsearch instances natively using the official Go client driver. Illustrates clean integration patterns for backend microservices. - - **(2021)** [thenewstack.io: Getting Started with Go and InfluxDB](https://thenewstack.io/getting-started-with-go-and-influxdb) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A practical introduction to pushing time-series metrics from Go applications to InfluxDB. Essential for engineering robust observability pipelines inside distributed microservices. - - **(2021)** [blog.logrocket.com: Building a simple app with Go and PostgreSQL](https://blog.logrocket.com/building-simple-app-go-postgresql) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A hands-on tutorial on developing a database-backed CRUD application in Go using the PostgreSQL driver. Covers connection pool tuning and safe SQL transaction strategies. + - [developer.okta.com: Elasticsearch in Go: A Developer's Guide](https://developer.okta.com/blog/2021/04/23/elasticsearch-go-developers-guide) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A developer's guide demonstrating how to connect, index, and query Elasticsearch instances natively using the official Go client driver. Illustrates clean integration patterns for backend microservices. + - [thenewstack.io: Getting Started with Go and InfluxDB](https://thenewstack.io/getting-started-with-go-and-influxdb) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A practical introduction to pushing time-series metrics from Go applications to InfluxDB. Essential for engineering robust observability pipelines inside distributed microservices. + - [blog.logrocket.com: Building a simple app with Go and PostgreSQL](https://blog.logrocket.com/building-simple-app-go-postgresql) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A hands-on tutorial on developing a database-backed CRUD application in Go using the PostgreSQL driver. Covers connection pool tuning and safe SQL transaction strategies. ## Database ### ORM @@ -148,83 +145,73 @@ #### Go Templates - - **(2024)** [**Masterminds/sprig: Sprig: Template functions for Go templates**](https://github.com/Masterminds/sprig) ⭐ 4713 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight presents Sprig as a comprehensive library of template functions for Go, heavily utilized in Helm charts. Live Grounding confirms its status as an industry-standard dependency for dynamic Helm manifest generation, though recent development has shifted to maintenance mode. + - [Masterminds/sprig: Sprig: Template functions for Go templates](https://github.com/Masterminds/sprig) ⭐ 4713 [ENTERPRISE-STABLE] β€” Curator Insight presents Sprig as a comprehensive library of template functions for Go, heavily utilized in Helm charts. Live Grounding confirms its status as an industry-standard dependency for dynamic Helm manifest generation, though recent development has shifted to maintenance mode. ## Media Utilities ### Go Applications #### CLI Downloaders - - **(2025)** [==github.com/iawia002/lux 🌟==](https://github.com/iawia002/lux) ⭐ 31371 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight describes Lux (formerly Annie) as a fast, concurrent video downloader written in Go supporting multiple global media platforms. Live Grounding shows its vast popularity due to its high speed, multiple output formats, and clean concurrent implementation. + - [github.com/iawia002/lux 🌟](https://github.com/iawia002/lux) ⭐ 31371 [DE FACTO STANDARD] β€” Curator Insight describes Lux (formerly Annie) as a fast, concurrent video downloader written in Go supporting multiple global media platforms. Live Grounding shows its vast popularity due to its high speed, multiple output formats, and clean concurrent implementation. ### Go Packages #### YouTube Downloader - - **(2025)** [**kkdai/youtube**](https://github.com/kkdai/youtube) ⭐ 3887 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight identifies this package as a popular Go library and CLI for downloading YouTube videos. Live Grounding verifies it actively handles the ever-shifting signature and decryption schemas deployed by YouTube to maintain reliable media extraction. + - [kkdai/youtube](https://github.com/kkdai/youtube) ⭐ 3887 [ENTERPRISE-STABLE] β€” Curator Insight identifies this package as a popular Go library and CLI for downloading YouTube videos. Live Grounding verifies it actively handles the ever-shifting signature and decryption schemas deployed by YouTube to maintain reliable media extraction. ## Programming Languages ### Go (1) #### Code Generators - - **(2025)** [**mholt/json-to-go**](https://github.com/mholt/json-to-go) ⭐ 4621 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight presents json-to-go as a developer productivity tool that instantaneously translates JSON strings into Go struct definitions. Live Grounding highlights its enduring status as a daily utility for web backend engineers parsing complex APIs. - - **(2025)** [curl-to-go](https://mholt.github.io/curl-to-go) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight showcases this companion tool to json-to-go, converting curl commands directly into functional Go HTTP client code. Live Grounding confirms its usefulness in rapid prototyping of API clients by eliminating repetitive net/http boilerplate generation. + - [mholt/json-to-go](https://github.com/mholt/json-to-go) ⭐ 4621 [ENTERPRISE-STABLE] β€” Curator Insight presents json-to-go as a developer productivity tool that instantaneously translates JSON strings into Go struct definitions. Live Grounding highlights its enduring status as a daily utility for web backend engineers parsing complex APIs. + - [curl-to-go](https://mholt.github.io/curl-to-go) [COMMUNITY-TOOL] β€” Curator Insight showcases this companion tool to json-to-go, converting curl commands directly into functional Go HTTP client code. Live Grounding confirms its usefulness in rapid prototyping of API clients by eliminating repetitive net/http boilerplate generation. #### Code Linters - - **(2024)** [jcchavezs/porto](https://github.com/jcchavezs/porto) ⭐ 43 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight describes Porto as an automated tool that injects vanity import paths into Go packages. Live Grounding shows it acts as a code cleanliness utility for large monorepos with multiple Go sub-modules to maintain clean package reference paths. + - [jcchavezs/porto](https://github.com/jcchavezs/porto) ⭐ 43 [COMMUNITY-TOOL] β€” Curator Insight describes Porto as an automated tool that injects vanity import paths into Go packages. Live Grounding shows it acts as a code cleanliness utility for large monorepos with multiple Go sub-modules to maintain clean package reference paths. #### Community Channels - **(2026)** [twitter.com/GolangRepos](https://x.com/GolangRepos) 🌟🌟 [EMERGING] β€” Curator Insight identifies this Twitter/X feed as an automated discovery channel posting active Go repositories. Live Grounding confirms it serves as an auxiliary stream to watch emerging open-source Go software ecosystems. #### Debugging Tools (1) - - **(2025)** [==Delve: a debugger for the Go Programming Language==](https://github.com/derekparker/delve) ⭐ 663 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight frames Delve as the official, industry-standard debugger for Go, offering runtime state visibility. Live Grounding highlights its deep integration into JetBrains Goland, VSCode, and cloud-native containerized debugging workflows. + - [Delve: a debugger for the Go Programming Language](https://github.com/derekparker/delve) ⭐ 663 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight frames Delve as the official, industry-standard debugger for Go, offering runtime state visibility. Live Grounding highlights its deep integration into JetBrains Goland, VSCode, and cloud-native containerized debugging workflows. #### Learning Resources - - **(2024)** [==inancgumus/learngo 🌟==](https://github.com/inancgumus/learngo) ⭐ 20032 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight lists LearnGo as a massive collection of interactive tutorials, quizzes, and micro-projects to master Go. Live Grounding verifies its stellar reputation as one of the most visual and thorough education resources for Go developers worldwide. - - **(2022)** [Mathieu-Desrochers/Learning-Go](https://github.com/Mathieu-Desrochers/Learning-Go) 🌟 [COMMUNITY-TOOL] β€” Curator Insight covers personal coding exercises and challenges compiled while learning Go. Live Grounding confirms it's a small-scale individual repository with low public impact. + - [inancgumus/learngo 🌟](https://github.com/inancgumus/learngo) ⭐ 20032 [DE FACTO STANDARD] β€” Curator Insight lists LearnGo as a massive collection of interactive tutorials, quizzes, and micro-projects to master Go. Live Grounding verifies its stellar reputation as one of the most visual and thorough education resources for Go developers worldwide. + - [Mathieu-Desrochers/Learning-Go](https://github.com/Mathieu-Desrochers/Learning-Go) [COMMUNITY-TOOL] β€” Curator Insight covers personal coding exercises and challenges compiled while learning Go. Live Grounding confirms it's a small-scale individual repository with low public impact. #### Project Scaffolding - - **(2024)** [**create-go-app/cli**](https://github.com/create-go-app/cli) ⭐ 2761 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight introduces this CLI to construct boilerplate-free backend, frontend, and web applications in Go. Live Grounding shows its capability to pre-configure deployment assets like Dockerfiles and Kubernetes manifests to quicken development cycles. -#### Reference Docs - - - **(2023)** [**github.com: golang-cheat-sheet**](https://github.com/a8m/golang-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Duplicate reference of the high-density Go cheat-sheet database. It provides programmatic access to Go fundamentals, standard functions, and syntax paradigms to streamline engineering workflows. + - [create-go-app/cli](https://github.com/create-go-app/cli) ⭐ 2761 [ENTERPRISE-STABLE] β€” Curator Insight introduces this CLI to construct boilerplate-free backend, frontend, and web applications in Go. Live Grounding shows its capability to pre-configure deployment assets like Dockerfiles and Kubernetes manifests to quicken development cycles. #### Version Managers - - **(2025)** [gobrew 🌟](https://github.com/kevincobain2000/gobrew) ⭐ 421 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight highlights Gobrew as an elegant and fast Go version manager that downloads and switches active toolchains easily. Live Grounding notes its speed and simplicity, making it a competitive alternative to gvm and asdf for dedicated Go development. + - [gobrew 🌟](https://github.com/kevincobain2000/gobrew) ⭐ 421 [COMMUNITY-TOOL] β€” Curator Insight highlights Gobrew as an elegant and fast Go version manager that downloads and switches active toolchains easily. Live Grounding notes its speed and simplicity, making it a competitive alternative to gvm and asdf for dedicated Go development. ## Public Cloud ### Google Cloud #### Go Samples - - **(2025)** [**GoogleCloudPlatform/golang-samples: Sample apps and code written for Google Cloud in the Go programming language.**](https://github.com/GoogleCloudPlatform/golang-samples) ⭐ 4622 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight outlines a large collection of idiomatic examples for utilizing Google Cloud APIs within Go applications. Live Grounding proves its importance for production engineering teams using services like BigQuery, Cloud Run, and GKE. + - [GoogleCloudPlatform/golang-samples: Sample apps and code written for Google' Cloud in the Go programming language.](https://github.com/GoogleCloudPlatform/golang-samples) ⭐ 4622 [ENTERPRISE-STABLE] β€” Curator Insight outlines a large collection of idiomatic examples for utilizing Google Cloud APIs within Go applications. Live Grounding proves its importance for production engineering teams using services like BigQuery, Cloud Run, and GKE. ## Security ### Access Control #### Go Libraries (1) - - **(2024)** [cap](https://github.com/hashicorp/cap) ⭐ 478 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight shows cap as HashiCorp's library to ease Linux capability handling in Go programs. Live Grounding highlights its integration in secure container-adjacent projects to enforce the principle of least privilege at the system-call level. + - [cap](https://github.com/hashicorp/cap) ⭐ 478 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight shows cap as HashiCorp's library to ease Linux capability handling in Go programs. Live Grounding highlights its integration in secure container-adjacent projects to enforce the principle of least privilege at the system-call level. ### Secrets Management #### Go Libraries (2) - - **(2021)** [dsa0x/sicher](https://github.com/dsa0x/sicher) ⭐ 31 🌟 [COMMUNITY-TOOL] β€” Curator Insight showcases Sicher as a lightweight tool for managing environment variables and secrets securely within Go applications. Live Grounding indicates low community activity and lack of recent updates, which makes it less suitable for production compared to established secure runtimes. -## Software Engineering - -### NodeJS - -#### Best Practices - - - **(2025)** [==NodeJS Best Practices (Spanish Translation)==](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) ⭐ 105273 [SPANISH CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight hosts the comprehensive Spanish translation of the premier Node.js architecture and security handbook. Live Grounding validates its immense utility as an industry-standard guide covering testing, error handling, and production safety. [SPANISH CONTENT] + - [dsa0x/sicher](https://github.com/dsa0x/sicher) ⭐ 31 [COMMUNITY-TOOL] β€” Curator Insight showcases Sicher as a lightweight tool for managing environment variables and secrets securely within Go applications. Live Grounding indicates low community activity and lack of recent updates, which makes it less suitable for production compared to established secure runtimes. ## Utilities ### Go Tools (1) #### System Utilities - - **(2021)** [rehacktive/caffeine](https://github.com/rehacktive/caffeine) ⭐ 1175 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight shows Caffeine as a simple Go command-line tool designed to prevent system sleep cycles. Live Grounding shows stable but quiet activity, functioning perfectly as an OS-level utility. + - [rehacktive/caffeine](https://github.com/rehacktive/caffeine) ⭐ 1175 [COMMUNITY-TOOL] β€” Curator Insight shows Caffeine as a simple Go command-line tool designed to prevent system sleep cycles. Live Grounding shows stable but quiet activity, functioning perfectly as an OS-level utility. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Visual Studio](./visual-studio.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/grafana.md b/v2-docs/grafana.md new file mode 100644 index 00000000..613fba82 --- /dev/null +++ b/v2-docs/grafana.md @@ -0,0 +1,44 @@ +# Grafana + +!!! info "Architectural Context" + Detailed reference for Grafana in the context of Architectural Foundations. + +## Standard Reference + + - [Grafana](https://grafana.com) [COMMUNITY-TOOL] + - [grafana.com: Provisioning Grafana 🌟](https://grafana.com/docs/grafana/latest/administration/provisioning) [COMMUNITY-TOOL] + - [Grafana provisioning Ansible Role](https://github.com/cloudalchemy/ansible-grafana) ⭐ 503 [COMMUNITY-TOOL] + - [Log Monitoring and Alerting with Grafana Loki](https://www.infracloud.io/blogs/grafana-loki-log-monitoring-alerting) [COMMUNITY-TOOL] + - [itnext.io: Monitoring Kubernetes workloads with Prometheus and Thanos](https://itnext.io/monitoring-kubernetes-workloads-with-prometheus-and-thanos-4ddb394b32c) [COMMUNITY-TOOL] + - [scylladb.com: Building a Grafana Backend Plugin](https://www.scylladb.com/2020/10/01/building-a-grafana-backend-plugin) [COMMUNITY-TOOL] + - [thenewstack.io: Grafana Adds Logging to Its Enterprise Observability Stack' 🌟](https://thenewstack.io/grafana-adds-logging-to-its-enterprise-observability-stack) [COMMUNITY-TOOL] + - [thenewstack.io: Grafana 7.5: Controversial Pie Charts and Loki Alerts](https://thenewstack.io/grafana-7-5-controversial-pie-charts-and-loki-alerts) [COMMUNITY-TOOL] + - [zdnet.com: Grafana 8.0 integrates with Prometheus alerting](https://www.zdnet.com/article/grafana-8-0-integrates-with-prometheus-alerting) [COMMUNITY-TOOL] + - [thenewstack.io: Grafana 8.0 Rethinks Alerts and Visualizations](https://thenewstack.io/grafana-8-0-rethinks-alerts-and-visualizations) [COMMUNITY-TOOL] + - [youtube.com: Grafana Loki Promtail | Grafana Loki Setup And Configuration' On CentOs](https://www.youtube.com/watch?v=iqpLXUdJ0Ro&ab_channel=Thetips4you) [COMMUNITY-TOOL] + - [thenewstack.io: Grafana Is Not Worried About AWS Commercialization](https://thenewstack.io/grafana-is-not-worried-about-aws-commercialization) [COMMUNITY-TOOL] + - [thenewstack.io: Will Grafana Become Easier to Use in 2022?](https://thenewstack.io/will-grafana-become-easier-to-use-in-2022) [COMMUNITY-TOOL] + - [devopscube.com: How To Setup Grafana On Kubernetes](https://devopscube.com/setup-grafana-kubernetes) [COMMUNITY-TOOL] + - [infoq.com: Grafana Cloud Adds Incident and On-Call Management Solutions](https://www.infoq.com/news/2022/02/grafana-incident-oncall) [COMMUNITY-TOOL] + - [devops.com: Grafana Labs Acquires Asserts.ai to Bring AI to Observability](https://devops.com/grafana-labs-acquires-assert-ai-to-bring-ai-to-observability) [COMMUNITY-TOOL] + - [grafana/agent: Grafana Agent](https://github.com/grafana/agent) ⭐ 1700 [COMMUNITY-TOOL] + - [Grafana Faro 🌟](https://grafana.com/oss/faro) [COMMUNITY-TOOL] + - [github.com/grafana/mimir](https://github.com/grafana/mimir) ⭐ 5100 [ENTERPRISE-STABLE] + - [Grafana Dashboards](https://grafana.com/grafana/dashboards) [COMMUNITY-TOOL] + - [github.com/DevOps-Nirvana/Grafana-Dashboards](https://github.com/DevOps-Nirvana/Grafana-Dashboards) ⭐ 314 [COMMUNITY-TOOL] + - [github.com/mlabouardy: Grafana Dashboards](https://github.com/mlabouardy/grafana-dashboards) [COMMUNITY-TOOL] + - [Percona Grafana dashboards for MySQL and MongoDB monitoring using Prometheus 🌟](https://github.com/percona/grafana-dashboards) ⭐ 2902 [COMMUNITY-TOOL] + - [prskavec.net: Grafana dashboards and Jsonnet](https://www.prskavec.net/post/grafana-jsonnet) [COMMUNITY-TOOL] + - [devblogs.microsoft.com:Monitoring Azure by using Grafana dashboards 🌟](https://devblogs.microsoft.com/devops/monitoring-azure-by-using-grafana-dashboards) [COMMUNITY-TOOL] + - [github.com/kubevirt/monitoring](https://github.com/kubevirt/monitoring) ⭐ 28 [COMMUNITY-TOOL] + - [github.com/dotdc/grafana-dashboards-kubernetes 🌟](https://github.com/dotdc/grafana-dashboards-kubernetes) ⭐ 3591 [ENTERPRISE-STABLE] + - [github.com/onzack/grafana-dashboards](https://github.com/onzack/grafana-dashboards) ⭐ 139 [COMMUNITY-TOOL] + - [Open source observability, meet data transformation: Grafana 7.0 promises' to connect, unify, and visualize all your data](https://www.zdnet.com/article/open-source-observability-meet-data-transformation-grafana-7-0-promises-to-connect-unify-and-visualize-all-your-data) [COMMUNITY-TOOL] + - [thenewstack.io: Grafana 8.2 Wants to β€˜Democratize’ Cloud Native Metrics](https://thenewstack.io/grafana-wants-to-democratize-cloud-native-metrics) [COMMUNITY-TOOL] + - [Grafana Loki](https://grafana.com/oss/loki) [COMMUNITY-TOOL] + - [itnext.io: Logging in Kubernetes with Loki and the PLG Stack](https://itnext.io/logging-in-kubernetes-with-loki-and-the-plg-stack-93b27c90ec34) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) + diff --git a/v2-docs/helm.md b/v2-docs/helm.md index 86687b20..523159c1 100644 --- a/v2-docs/helm.md +++ b/v2-docs/helm.md @@ -7,173 +7,135 @@ ### Helm (1) -#### Alternative Engines - - - **(2025)** [**Nelm: A Helm Alternative for Kubernetes Deployments**](https://github.com/werf/nelm) ⭐ 1072 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An innovative deployment engine integrated within the Werf workflow that functions as an alternative to native Helm release tracking. It resolves Helm's tracking limitations by ensuring strict live cluster validation and resource health monitoring. #### Developer Experience - - **(2021)** [opensource.com: What Kubernetes taught me about development](https://opensource.com/article/21/12/kubernetes-developer) [COMMUNITY-TOOL] β€” A retrospective engineering article summarizing lessons learned from building and deploying microservices on Kubernetes. It highlights the paradigm shift of treating infrastructure-as-code and configuration as vital parts of the software lifecycle. + - [opensource.com: What Kubernetes taught me about development](https://opensource.com/article/21/12/kubernetes-developer) [COMMUNITY-TOOL] β€” A retrospective engineering article summarizing lessons learned from building and deploying microservices on Kubernetes. It highlights the paradigm shift of treating infrastructure-as-code and configuration as vital parts of the software lifecycle. #### Documentation - - **(2025)** [==helm-docs==](https://github.com/norwoodj/helm-docs) ⭐ 1740 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The industry standard utility that auto-generates Markdown documentation from Helm chart metadata and variables files. It reads 'values.yaml' schema annotations to generate detailed configuration tables, ensuring precise, up-to-date documentation. - - **(2021)** [chart-doc-gen: Helm Chart Documentation Generator](https://github.com/kubepack/chart-doc-gen) ⭐ 122 🌟🌟🌟 [COMMUNITY-TOOL] β€” A dedicated CLI utility for generating Markdown documentation automatically from Helm 'values.yaml' files. It streamlines package maintenance by keeping user-facing parameter catalogs perfectly aligned with template configurations. - - **(2023)** [helm-changelog: Create changelogs for Helm Charts, based on git history](https://github.com/mogensen/helm-changelog) ⭐ 43 🌟🌟 [COMMUNITY-TOOL] β€” A CLI utility designed to automatically assemble neat changelogs for Helm charts by parsing git repository commit history. It simplifies publishing notes by keeping track of charts updates over multiple releases. + - [chart-doc-gen: Helm Chart Documentation Generator](https://github.com/kubepack/chart-doc-gen) ⭐ 122 [COMMUNITY-TOOL] β€” A dedicated CLI utility for generating Markdown documentation automatically from Helm 'values.yaml' files. It streamlines package maintenance by keeping user-facing parameter catalogs perfectly aligned with template configurations. + - [helm-docs](https://github.com/norwoodj/helm-docs) ⭐ 1740 [DE FACTO STANDARD] β€” The industry standard utility that auto-generates Markdown documentation from Helm chart metadata and variables files. It reads 'values.yaml' schema annotations to generate detailed configuration tables, ensuring precise, up-to-date documentation. + - [helm-changelog: Create changelogs for Helm Charts, based on git history](https://github.com/mogensen/helm-changelog) ⭐ 43 [COMMUNITY-TOOL] β€” A CLI utility designed to automatically assemble neat changelogs for Helm charts by parsing git repository commit history. It simplifies publishing notes by keeping track of charts updates over multiple releases. #### Governance - - **(2025)** [**github: Nova 🌟**](https://github.com/fairwindsops/nova) ⭐ 860 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A valuable auditing tool that scans running Kubernetes clusters for outdated Helm releases. It cross-references deployed charts with upstream versions to ensure administrators maintain robust patch levels and security updates. - - **(2024)** [redhat-certification: chart-verifier: Rules based tool to certify Helm charts 🌟](https://github.com/redhat-certification/chart-verifier) ⭐ 61 🌟🌟🌟 [COMMUNITY-TOOL] β€” Red Hat's automated verification tool built to certify that third-party Helm charts align with platform standards on OpenShift. It performs automated checks against strict deployment policies and security guidelines. + - [github: Nova 🌟](https://github.com/fairwindsops/nova) ⭐ 860 [ENTERPRISE-STABLE] β€” A valuable auditing tool that scans running Kubernetes clusters for outdated Helm releases. It cross-references deployed charts with upstream versions to ensure administrators maintain robust patch levels and security updates. + - [redhat-certification: chart-verifier: Rules based tool to certify Helm charts' 🌟](https://github.com/redhat-certification/chart-verifier) ⭐ 61 [COMMUNITY-TOOL] β€” Red Hat's automated verification tool built to certify that third-party Helm charts align with platform standards on OpenShift. It performs automated checks against strict deployment policies and security guidelines. #### Learning Paths - - **(2023)** [**mattias.engineer/courses/kubernetes/helm: Kubernetes-101: Helm 🌟**](https://mattias.engineer/courses/kubernetes/helm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A foundational course module mapping out Helm architecture, release lifecycles, and template syntax. It serves as an optimal starting point for operators transitioning from static manifests to dynamic Kubernetes packaging. + - [mattias.engineer/courses/kubernetes/helm: Kubernetes-101: Helm 🌟](https://mattias.engineer/courses/kubernetes/helm) [ENTERPRISE-STABLE] [GUIDE] β€” A foundational course module mapping out Helm architecture, release lifecycles, and template syntax. It serves as an optimal starting point for operators transitioning from static manifests to dynamic Kubernetes packaging. #### Legacy Charts - - **(2020)** [==Jenkins==](https://github.com/helm/charts/tree/master/stable/jenkins) ⭐ 15415 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The historic Helm chart repository location for Jenkins under the official Helm org. This template configuration has since been migrated to the Jenkins community repository and should be avoided in favor of modern forks. + - [Jenkins](https://github.com/helm/charts/tree/master/stable/jenkins) ⭐ 15415 [DE FACTO STANDARD] β€” The historic Helm chart repository location for Jenkins under the official Helm org. This template configuration has since been migrated to the Jenkins community repository and should be avoided in favor of modern forks. #### Legacy Integration - - **(2018)** [Kubecrt](https://github.com/blendle/kubecrt) ⭐ 113 🌟 [LEGACY] β€” An early-stage, archived utility developed to convert Helm charts into raw Kubernetes manifests. While superseded by standard native features like 'helm template', it remains a historic reference for early manifest-rendering strategies. + - [Kubecrt](https://github.com/blendle/kubecrt) ⭐ 113 [LEGACY] β€” An early-stage, archived utility developed to convert Helm charts into raw Kubernetes manifests. While superseded by standard native features like 'helm template', it remains a historic reference for early manifest-rendering strategies. #### Lifecycle - **(2023)** [rafay.co: Helm Chart Hooks Tutorial](https://rafay.co/ai-and-cloud-native-blog/helm-chart-hooks-tutorial) [COMMUNITY-TOOL] β€” An analytical tutorial detailing the execution phases of Helm chart hooks (such as pre-install, post-upgrade, and test actions). It demonstrates how to cleanly orchestrate database migrations and validation routines within application lifecycles. - - **(2020)** [itnext.io: Database migrations on Kubernetes using Helm hooks](https://itnext.io/database-migrations-on-kubernetes-using-helm-hooks-fb80c0d97805) [COMMUNITY-TOOL] β€” An actionable production playbook detailing how to coordinate database schema upgrades prior to application deployment using Helm release hooks. It discusses failure rollbacks and job design patterns for modern pipelines. + - [itnext.io: Database migrations on Kubernetes using Helm hooks](https://itnext.io/database-migrations-on-kubernetes-using-helm-hooks-fb80c0d97805) [COMMUNITY-TOOL] β€” An actionable production playbook detailing how to coordinate database schema upgrades prior to application deployment using Helm release hooks. It discusses failure rollbacks and job design patterns for modern pipelines. #### Observability - - **(2024)** [sstarcher/helm-exporter](https://github.com/sstarcher/helm-exporter) ⭐ 298 🌟🌟🌟 [COMMUNITY-TOOL] β€” A Prometheus exporter designed to surface real-time metrics for deployed Helm releases. It monitors charts metadata, tracking status, revisions, and health states across namespaces to empower advanced alert rules. - **(2022)** [blog.knell.it: Making your Helm Chart observable for Prometheus](https://christianhuth.de/making-your-helm-chart-observable-for-prometheus) [COMMUNITY-TOOL] β€” A practical engineering guide detailing how to expose Prometheus metrics from custom Helm charts. It explores configuring PodMonitors and ServiceMonitors directly within Chart templates to guarantee day-2 observability out of the box. + - [sstarcher/helm-exporter](https://github.com/sstarcher/helm-exporter) ⭐ 298 [COMMUNITY-TOOL] β€” A Prometheus exporter designed to surface real-time metrics for deployed Helm releases. It monitors charts metadata, tracking status, revisions, and health states across namespaces to empower advanced alert rules. #### Orchestration - - **(2026)** [==github.com/helmfile/helmfile==](https://github.com/helmfile/helmfile) ⭐ 5107 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A critical declarative wrapper that allows operators to deploy multi-chart environments as a unified, version-controlled system. Helmfile handles dependencies, value layering, and state synchronization across multiple environments with ease. - **(2024)** [**Helmsman: Helm Charts as Code 🌟**](https://github.com/mkubaczyk/helmsman) ⭐ 1495 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An advanced tool designed to manage Helm releases declaratively as code. Supporting GitOps principles, Helmsman processes desired state files to automatically update, clean, or track installations across dynamic clusters. - **(2021)** [github: Kubernetes Deployment Orchestrator](https://github.com/SAP-archive/kubernetes-deployment-orchestrator) ⭐ 11 [ADVANCED LEVEL] 🌟 [EMERGING] [LEGACY] β€” An early experimental orchestrator from SAP for coordinating complex Kubernetes and Helm release sequences. The repository has been archived and is kept solely for historic exploration of modular cluster orchestration. + - [github.com/helmfile/helmfile](https://github.com/helmfile/helmfile) ⭐ 5107 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A critical declarative wrapper that allows operators to deploy multi-chart environments as a unified, version-controlled system. Helmfile handles dependencies, value layering, and state synchronization across multiple environments with ease. #### Plugins and Extensions - - **(2025)** [==Helm Diff Plugin 🌟==](https://github.com/databus23/helm-diff) ⭐ 3429 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A high-utility Helm extension to render exact resource differences between operational releases. Highly recommended for avoiding deployment accidents and executing reliable continuous deliveries. - - **(2024)** [**Helm mapkubeapis Plugin**](https://github.com/helm/helm-mapkubeapis) ⭐ 1034 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” A crucial maintenance tool that maps deprecated or removed Kubernetes API versions to supported equivalents in Helm release metadata. This plugin avoids release lockups during major cluster upgrades where APIs are retired. - - **(2021)** [JovianX/helm-release-plugin](https://github.com/JovianX/helm-release-plugin) ⭐ 109 🌟🌟 [COMMUNITY-TOOL] β€” A lightweight plugin to facilitate Helm release management, providing extra commands to inspect, export, and manipulate releases. It simplifies operations for cluster administrators dealing with multi-release drift. - - **(2021)** [datree.io: How to build a Helm plugin in minutes](https://www.datree.io/resources/how-to-build-a-helm-plugin-in-minutes) [COMMUNITY-TOOL] β€” A structured developer guide that walks through the anatomy of Helm's plugin architecture. It provides an actionable walkthrough on packaging custom scripts as first-class CLI extensions, enhancing operational customizability. + - [Helm Diff Plugin 🌟](https://github.com/databus23/helm-diff) ⭐ 3429 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A high-utility Helm extension to render exact resource differences between operational releases. Highly recommended for avoiding deployment accidents and executing reliable continuous deliveries. + - [Helm mapkubeapis Plugin](https://github.com/helm/helm-mapkubeapis) ⭐ 1034 [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” A crucial maintenance tool that maps deprecated or removed Kubernetes API versions to supported equivalents in Helm release metadata. This plugin avoids release lockups during major cluster upgrades where APIs are retired. + - [JovianX/helm-release-plugin](https://github.com/JovianX/helm-release-plugin) ⭐ 109 [COMMUNITY-TOOL] β€” A lightweight plugin to facilitate Helm release management, providing extra commands to inspect, export, and manipulate releases. It simplifies operations for cluster administrators dealing with multi-release drift. + - [datree.io: How to build a Helm plugin in minutes](https://www.datree.io/resources/how-to-build-a-helm-plugin-in-minutes) [COMMUNITY-TOOL] β€” A structured developer guide that walks through the anatomy of Helm's plugin architecture. It provides an actionable walkthrough on packaging custom scripts as first-class CLI extensions, enhancing operational customizability. #### Registries - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [Bitnami Helm Charts](https://bitnami.com/stacks?stack=helm) | | Registries | English | 🌟🌟🌟🌟🌟 | - | [Artifact Hub 🌟](https://artifacthub.io) | | Registries | English | 🌟🌟🌟🌟🌟 | - | [prometheus-community.github.io: Prometheus Community Kubernetes Helm Charts 🌟](https://prometheus-community.github.io/helm-charts) | | Registries | English | 🌟🌟🌟🌟🌟 | - | [Codecentric Jenkins 🌟](https://github.com/codecentric/helm-charts) | | Registries | English | 🌟🌟🌟🌟 | - | [artifacthub.io: Official Helm charts for HAProxy and the HAProxy Kubernetes Ingress Controller on Artifact Hub 🌟](https://artifacthub.io/packages/search?repo=haproxytech) | | Registries | English | 🌟🌟🌟🌟 | - | [Choerodon Nexus3 🌟](https://artifacthub.io/packages/helm/choerodon/nexus3) | | Registries | English | 🌟🌟🌟 | - - **(2026)** [==Bitnami Helm Charts==](https://bitnami.com/stacks?stack=helm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier source for hardened, production-ready application and database Helm charts. Kept strictly up-to-date, Bitnami's repository provides secure, multi-architecture-supported templates for enterprise stack deployment. - - **(2026)** [==Artifact Hub 🌟==](https://artifacthub.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The CNCF-backed global registry for finding, installing, and publishing Kubernetes packages. It features integrated vulnerability scanning, deprecation warnings, and multi-repository searching, cementing its role as the industry's default search directory. - - **(2026)** [==prometheus-community.github.io: Prometheus Community Kubernetes Helm Charts 🌟==](https://prometheus-community.github.io/helm-charts) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The absolute source of truth for deploying Prometheus, Grafana, and Alertmanager inside Kubernetes clusters. This community-maintained hub provides standard Helm configurations for complete cloud-native observability. - - **(2025)** [**Codecentric Jenkins 🌟**](https://github.com/codecentric/helm-charts) ⭐ 728 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly maintained community Helm chart collection containing reliable configurations for DevOps tools like Jenkins. It is widely recommended for active cluster operations, offering secure, production-hardened manifests. - - **(2025)** [**artifacthub.io: Official Helm charts for HAProxy and the HAProxy Kubernetes Ingress Controller on Artifact Hub 🌟**](https://artifacthub.io/packages/search?repo=haproxytech) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The authoritative collection of Helm charts for deploying the HAProxy Load Balancer and Kubernetes Ingress Controller. These enterprise-stable manifests offer optimal performance-tuning settings out of the box. - - **(2024)** [Choerodon Nexus3 🌟](https://artifacthub.io/packages/helm/choerodon/nexus3) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An active Helm package designed to configure and orchestrate Sonatype Nexus3 instances. It handles data persistence, ingress routing, and performance tuning configurations optimized for enterprise container workloads. - **(2020)** [hub.helm.sh 🌟](http://hub.helm.sh) 🌟🌟 [LEGACY] β€” The historic original central repository for discovering Helm charts, now deprecated and redirected to Artifact Hub. It served as the initial hub for the community-led standardization of cloud-native package publishing. - - **(2022)** [JFrog ChartCenter](https://chartcenter.io) [COMMUNITY-TOOL] β€” JFrog's central repository designed to offer security-vetted and rich-metadata indexing for public Helm charts. Although largely integrated into newer Artifactory offerings, it serves as an early reference for enterprise security proxying. - **(2022)** [openshift.com: Introducing the Quarkus Helm Chart](https://www.redhat.com/en/blog/introducing-the-quarkus-helm-chart) [COMMUNITY-TOOL] β€” A Red Hat announcement showcasing the specialized Helm chart for Quarkus Java microservices. It explores how this chart streamlines the build-to-deploy pipeline, highlighting native compilation support for Kubernetes targets. - **(2021)** [harness.io: Tutorial: Turning a GitHub Repo Into a Helm Chart Repo](https://www.harness.io/blog/helm-chart-repo) [COMMUNITY-TOOL] β€” A step-by-step CI/CD tutorial showing how to host a lightweight private Helm chart repository using GitHub Pages and Chart Releaser. It is ideal for teams wanting internal chart distribution without standing up heavy artifactory services. - - **(2020)** [codeengineered.com: 4 Places To Find Helm Charts](https://codeengineered.com/blog/2020/helm-find-charts) [COMMUNITY-TOOL] β€” A reference article identifying leading public and private directories for sourcing Helm charts. It helps developers locate stable, community-vetted charts, bridging the gap before major consolidation initiatives like Artifact Hub. - - **(2020)** [New Location For Stable and Incubator Charts](https://helm.sh/blog/new-location-stable-incubator-charts) [COMMUNITY-TOOL] β€” An official blog announcement detailing the deprecation timeline of the old stable/incubator chart repositories. It describes the migration path toward distributed hosting on GitHub Pages and private charts registries. + - [codeengineered.com: 4 Places To Find Helm Charts](https://codeengineered.com/blog/2020/helm-find-charts) [COMMUNITY-TOOL] β€” A reference article identifying leading public and private directories for sourcing Helm charts. It helps developers locate stable, community-vetted charts, bridging the gap before major consolidation initiatives like Artifact Hub. + - [New Location For Stable and Incubator Charts](https://helm.sh/blog/new-location-stable-incubator-charts) [COMMUNITY-TOOL] β€” An official blog announcement detailing the deprecation timeline of the old stable/incubator chart repositories. It describes the migration path toward distributed hosting on GitHub Pages and private charts registries. + - [JFrog ChartCenter](https://chartcenter.io) [COMMUNITY-TOOL] β€” JFrog's central repository designed to offer security-vetted and rich-metadata indexing for public Helm charts. Although largely integrated into newer Artifactory offerings, it serves as an early reference for enterprise security proxying. + - [Artifact Hub 🌟](https://artifacthub.io) [DE FACTO STANDARD] β€” The CNCF-backed global registry for finding, installing, and publishing Kubernetes packages. It features integrated vulnerability scanning, deprecation warnings, and multi-repository searching, cementing its role as the industry's default search directory. + - [Codecentric Jenkins 🌟](https://github.com/codecentric/helm-charts) ⭐ 728 [ENTERPRISE-STABLE] β€” A highly maintained community Helm chart collection containing reliable configurations for DevOps tools like Jenkins. It is widely recommended for active cluster operations, offering secure, production-hardened manifests. + - [artifacthub.io: Official Helm charts for HAProxy and the HAProxy Kubernetes' Ingress Controller on Artifact Hub 🌟](https://artifacthub.io/packages/search?repo=haproxytech) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” The authoritative collection of Helm charts for deploying the HAProxy Load Balancer and Kubernetes Ingress Controller. These enterprise-stable manifests offer optimal performance-tuning settings out of the box. + - [prometheus-community.github.io: Prometheus Community Kubernetes Helm Charts' 🌟](https://prometheus-community.github.io/helm-charts) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The absolute source of truth for deploying Prometheus, Grafana, and Alertmanager inside Kubernetes clusters. This community-maintained hub provides standard Helm configurations for complete cloud-native observability. #### Security - - **(2022)** [**thenewstack.io: Applying Kubernetes Security Best Practices to Helm Charts 🌟**](https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-charts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly recommended security framework guide highlighting practices such as enforcing non-root execution, defining CPU/Memory limits, and utilizing RBAC minimal privileges within Helm manifests. It bridges the gap between raw templating and hardened production standards. - - **(2023)** [tellerops/helm-teller](https://github.com/tellerops/helm-teller) ⭐ 69 [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” A specialized plugin built to secure sensitive parameters inside charts by pulling secrets directly from cloud secret managers (such as HashiCorp Vault or AWS Secrets Manager) during deployment execution. - - **(2022)** [helm-scanner](https://github.com/bridgecrewio/helm-scanner) 🌟🌟 [COMMUNITY-TOOL] β€” A template security scanning utility that parses Helm charts to detect security misconfigurations, vulnerability signatures, and compliance policy violations. It acts as an early gate tool in CI/CD developer pipelines. - - **(2022)** [aws.amazon.com: Preventing Kubernetes misconfigurations using Datree](https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree) [COMMUNITY-TOOL] β€” An authoritative AWS guide introducing Datree integrations for preventing misconfigurations within Helm deployment cycles. It details how to set up policy validation within EKS pipelines to block non-compliant resources before deployment. + - [thenewstack.io: Applying Kubernetes Security Best Practices to Helm Charts' 🌟](https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-charts) [ENTERPRISE-STABLE] β€” A highly recommended security framework guide highlighting practices such as enforcing non-root execution, defining CPU/Memory limits, and utilizing RBAC minimal privileges within Helm manifests. It bridges the gap between raw templating and hardened production standards. + - [aws.amazon.com: Preventing Kubernetes misconfigurations using Datree](https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree) [COMMUNITY-TOOL] β€” An authoritative AWS guide introducing Datree integrations for preventing misconfigurations within Helm deployment cycles. It details how to set up policy validation within EKS pipelines to block non-compliant resources before deployment. + - [helm-scanner](https://github.com/bridgecrewio/helm-scanner) [COMMUNITY-TOOL] β€” A template security scanning utility that parses Helm charts to detect security misconfigurations, vulnerability signatures, and compliance policy violations. It acts as an early gate tool in CI/CD developer pipelines. + - [tellerops/helm-teller](https://github.com/tellerops/helm-teller) ⭐ 69 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A specialized plugin built to secure sensitive parameters inside charts by pulling secrets directly from cloud secret managers (such as HashiCorp Vault or AWS Secrets Manager) during deployment execution. #### Templating - - **(2024)** [HULL](https://github.com/vidispine/hull) ⭐ 288 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A unique template library extension designed to drastically reduce boilerplate in Helm development. HULL enables declarative, object-oriented configuration structures, letting developers generate entire charts with minimal template overhead. - - **(2022)** [boxunix.com: Developer’s Guide to Writing a Good Helm Chart](https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart) [COMMUNITY-TOOL] β€” A comprehensive guide outline covering best practices in writing high-quality Helm charts. It addresses templates organization, variable naming conventions, semantic schema formatting, and validation practices. - - **(2020)** [itnext.io: Helm: reusable chart β€” named templates, and a generic chart for multiple applications](https://itnext.io/helm-reusable-chart-named-templates-and-a-generic-chart-for-multiple-applications-13d9b26e9244) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep-dive article addressing advanced Go template techniques in Helm, specifically targeting the creation of reusable library charts. It offers a blueprint for building a single, highly flexible parent chart that can deploy diverse microservice patterns. + - [itnext.io: Helm: reusable chart β€” named templates, and a generic chart for' multiple applications](https://itnext.io/helm-reusable-chart-named-templates-and-a-generic-chart-for-multiple-applications-13d9b26e9244) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep-dive article addressing advanced Go template techniques in Helm, specifically targeting the creation of reusable library charts. It offers a blueprint for building a single, highly flexible parent chart that can deploy diverse microservice patterns. + - [boxunix.com: Developer’s Guide to Writing a Good Helm Chart](https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart) [COMMUNITY-TOOL] β€” A comprehensive guide outline covering best practices in writing high-quality Helm charts. It addresses templates organization, variable naming conventions, semantic schema formatting, and validation practices. + - [HULL](https://github.com/vidispine/hull) ⭐ 288 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A unique template library extension designed to drastically reduce boilerplate in Helm development. HULL enables declarative, object-oriented configuration structures, letting developers generate entire charts with minimal template overhead. #### Visualization - - **(2024)** [==github.com/komodorio/helm-dashboard 🌟==](https://github.com/komodorio/helm-dashboard) ⭐ 5695 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A robust, user-friendly web UI for viewing, installing, and managing Helm releases in real-time. It enables operators to easily track installed packages, compare release revisions, and visualize values drift without relying on the command line. - **(2024)** [Helm Kanvas Snapshot](https://github.com/meshery-extensions/helm-kanvas-snapshot) ⭐ 35 🌟🌟 [COMMUNITY-TOOL] β€” An extension designed to capture visual topology snapshots of Helm releases within Meshery. It allows operators to visually audit and document the runtime architecture generated by complex multi-tier Helm installations. + - [github.com/komodorio/helm-dashboard 🌟](https://github.com/komodorio/helm-dashboard) ⭐ 5695 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A robust, user-friendly web UI for viewing, installing, and managing Helm releases in real-time. It enables operators to easily track installed packages, compare release revisions, and visualize values drift without relying on the command line. ## Application Delivery and GitOps ### Package Management #### Advanced Helm Patterns - - **(2022)** [**dev.to: Helm Release Time-To-Live(TTL)β³πŸ’€ for Temporary Environments**](https://dev.to/rtpro/helm-release-time-to-livettl-for-temporary-environments-1239) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Practical implementation patterns for enforcing a Time-To-Live (TTL) on Helm releases. Crucial technique for cleaning up dynamic, ephemeral preview environments automatically. - **(2021)** [**blog.flant.com: Making the most out of Helm templates 🌟**](https://palark.com/blog/advanced-helm-templating) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Deep architectural guide focused on unlocking Go template capabilities in Helm. Teaches loop logic, conditional scopes, and standard library variables for highly dynamic charts. - - **(2020)** [**itnext.io: Helm 3 Umbrella Charts & Standalone Chart Image Tags β€” An Alternative Approach**](https://itnext.io/helm-3-umbrella-charts-standalone-chart-image-tags-an-alternative-approach-78a218d74e2d) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Architectural deep-dive illustrating the 'Umbrella Charts' pattern. Solves image-tag syncing issues in large microservice landscapes by overriding nested parameters from a root deployment chart. - - **(2020)** [**itnext.io: Reference Other Values in Helm Chart Values File**](https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Technical guide showing how to reference values dynamically within the same `values.yaml` file, minimizing data duplication across multi-environment Helm releases. + - [itnext.io: Helm 3 Umbrella Charts & Standalone Chart Image Tags β€” An Alternative' Approach](https://itnext.io/helm-3-umbrella-charts-standalone-chart-image-tags-an-alternative-approach-78a218d74e2d) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Architectural deep-dive illustrating the 'Umbrella Charts' pattern. Solves image-tag syncing issues in large microservice landscapes by overriding nested parameters from a root deployment chart. + - [itnext.io: Reference Other Values in Helm Chart Values File](https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Technical guide showing how to reference values dynamically within the same `values.yaml` file, minimizing data duplication across multi-environment Helm releases. + - [dev.to: Helm Release Time-To-Live(TTL)β³πŸ’€ for Temporary Environments](https://dev.to/rtpro/helm-release-time-to-livettl-for-temporary-environments-1239) [ENTERPRISE-STABLE] [GUIDE] β€” Practical implementation patterns for enforcing a Time-To-Live (TTL) on Helm releases. Crucial technique for cleaning up dynamic, ephemeral preview environments automatically. #### Case Studies - - **(2022)** [**dev.to/francoislp: Post-mortem: 1h30 downtime on a Saturday morning**](https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” A detailed post-mortem documenting a 1.5-hour system outage caused by conflicting Helm upgrades and state locks, with valuable architectural takeaways on configuring proper timeouts. + - [dev.to/francoislp: Post-mortem: 1h30 downtime on a Saturday morning](https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0) [ADVANCED LEVEL] [CASE STUDY] [ENTERPRISE-STABLE] β€” A detailed post-mortem documenting a 1.5-hour system outage caused by conflicting Helm upgrades and state locks, with valuable architectural takeaways on configuring proper timeouts. #### Educational Videos - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [Delve into Helm: Advanced DevOps](https://www.youtube.com/watch?v=cZ1S2Gp47ng) | | Educational Videos | English | 🌟🌟🌟🌟 | - | [Continuously delivering apps to Kubernetes using Helm](https://www.youtube.com/watch?v=CmPK93hg5w8) | | Educational Videos | English | 🌟🌟🌟🌟 | - | [Helm and Kubernetes Tutorial - Introduction](https://www.youtube.com/watch?v=9cwjtN3gkD4) | | Educational Videos | English | 🌟🌟🌟 | - | [Zero to Kubernetes CI/CD in 5 minutes with Jenkins and Helm](https://www.youtube.com/watch?v=eMOzF_xAm7w) | | Educational Videos | English | 🌟🌟🌟 | - | [DevOps with Azure, Kubernetes, and Helm](https://www.youtube.com/watch?v=INv-VCZvM_o) | | Educational Videos | English | 🌟🌟🌟 | - | [youtube.com: Demystifying Helm 🌟](https://www.youtube.com/watch?v=2HPsPOwHOlY&ab_channel=DonovanBrown) | | Educational Videos | English | 🌟🌟🌟 | - - - **(2021)** [**Delve into Helm: Advanced DevOps**](https://www.youtube.com/watch?v=cZ1S2Gp47ng) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Advanced video deep-dive exploring Helm's Go-templating mechanisms, advanced parameter isolation, and complex dependency structures in enterprise pipeline environments. - - **(2020)** [**Continuously delivering apps to Kubernetes using Helm**](https://www.youtube.com/watch?v=CmPK93hg5w8) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Webinar showing best practices for continuous delivery of multi-tier workloads to Kubernetes using Helm. Explains how to integrate Helm lifecycle hooks into CI/CD loops. - - **(2020)** [Helm and Kubernetes Tutorial - Introduction](https://www.youtube.com/watch?v=9cwjtN3gkD4) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Introductory video tutorial explaining Helm's packaging abstractions including charts, templates, releases, and repositories. Great entry point for beginners learning declarative deployments. - - **(2019)** [Zero to Kubernetes CI/CD in 5 minutes with Jenkins and Helm](https://www.youtube.com/watch?v=eMOzF_xAm7w) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Screencast guiding developers through setting up a declarative Jenkins pipeline that automatically packages and deploys microservices to Kubernetes using Helm. - - **(2018)** [DevOps with Azure, Kubernetes, and Helm](https://www.youtube.com/watch?v=INv-VCZvM_o) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” DevOps video showcasing integration between Azure Pipelines, Azure Kubernetes Service (AKS), and Helm. Shows how to structure multi-environment releases smoothly. - - **(2018)** [youtube.com: Demystifying Helm 🌟](https://www.youtube.com/watch?v=2HPsPOwHOlY&ab_channel=DonovanBrown) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Practical video breakdown demystifying how Helm operates. Explains basic mechanics of building templates and decoupling dynamic configurations from application specifications. + - [Helm and Kubernetes Tutorial - Introduction](https://www.youtube.com/watch?v=9cwjtN3gkD4) [COMMUNITY-TOOL] [GUIDE] β€” Introductory video tutorial explaining Helm's packaging abstractions including charts, templates, releases, and repositories. Great entry point for beginners learning declarative deployments. + - [Delve into Helm: Advanced DevOps](https://www.youtube.com/watch?v=cZ1S2Gp47ng) [ENTERPRISE-STABLE] [GUIDE] β€” Advanced video deep-dive exploring Helm's Go-templating mechanisms, advanced parameter isolation, and complex dependency structures in enterprise pipeline environments. + - [Continuously delivering apps to Kubernetes using Helm](https://www.youtube.com/watch?v=CmPK93hg5w8) [ENTERPRISE-STABLE] [GUIDE] β€” Webinar showing best practices for continuous delivery of multi-tier workloads to Kubernetes using Helm. Explains how to integrate Helm lifecycle hooks into CI/CD loops. + - [Zero to Kubernetes CI/CD in 5 minutes with Jenkins and Helm](https://www.youtube.com/watch?v=eMOzF_xAm7w) [COMMUNITY-TOOL] [GUIDE] β€” Screencast guiding developers through setting up a declarative Jenkins pipeline that automatically packages and deploys microservices to Kubernetes using Helm. + - [DevOps with Azure, Kubernetes, and Helm](https://www.youtube.com/watch?v=INv-VCZvM_o) [COMMUNITY-TOOL] [GUIDE] β€” DevOps video showcasing integration between Azure Pipelines, Azure Kubernetes Service (AKS), and Helm. Shows how to structure multi-environment releases smoothly. + - [youtube.com: Demystifying Helm 🌟](https://www.youtube.com/watch?v=2HPsPOwHOlY&ab_channel=DonovanBrown) [COMMUNITY-TOOL] [GUIDE] β€” Practical video breakdown demystifying how Helm operates. Explains basic mechanics of building templates and decoupling dynamic configurations from application specifications. #### GitOps and Helm - - **(2021)** [**youtube: GitOps Guide to the Galaxy: Working with Helm**](https://www.youtube.com/watch?v=1FzOlSed5ts&ab_channel=OpenShift) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” OpenShift GitOps instructional video exploring Helm usage inside GitOps systems like Argo CD. Discusses reconciliation pipelines, helm templates, and automated cluster sync mechanics. - **(2020)** [**codefresh.io: Using Helm with GitOps 🌟**](https://octopus.com/blog/using-helm-with-gitops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Analysis of integrating Helm templates with GitOps deployments, showing how to balance templated application metadata packaging with strict, declarative environment state tracking. + - [youtube: GitOps Guide to the Galaxy: Working with Helm](https://www.youtube.com/watch?v=1FzOlSed5ts&ab_channel=OpenShift) [ENTERPRISE-STABLE] [GUIDE] β€” OpenShift GitOps instructional video exploring Helm usage inside GitOps systems like Argo CD. Discusses reconciliation pipelines, helm templates, and automated cluster sync mechanics. #### Helm (2) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [helm.sh](https://helm.sh) | | Helm | English | 🌟🌟🌟🌟🌟 | - | [GitHub: Helm, the Kubernetes Package Manager](https://github.com/helm/helm) | | Helm | English | 🌟🌟🌟🌟🌟 | - | [thoughtworks.com: Helm](https://www.thoughtworks.com/radar/tools/helm) | | Helm | English | 🌟🌟🌟🌟🌟 | - | [freecodecamp.org: What is a Helm Chart? A Tutorial for Kubernetes Beginners](https://www.freecodecamp.org/news/what-is-a-helm-chart-tutorial-for-kubernetes-beginners) | | Helm | English | 🌟🌟🌟 | - | [thedeveloperstory.com: Helm 101: Brief introduction to kubernetes package manager](https://thedeveloperstory.com/2021/07/12/helm-101-brief-introduction-to-kubernetes-package-manager) | | Helm | English | 🌟🌟🌟 | - | [hackernoon.com: Kubernetes and Helm: A Deadly Combo to Help You Deploy with Ease](https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-with-ease-rjr30x2) | | Helm | English | 🌟🌟🌟 | - | [dev.to: Introduction to Helm 🌟](https://dev.to/leading-edje/introduction-to-helm-50jl) | | Helm | English | 🌟🌟🌟 | - - - **(2026)** [==helm.sh==](https://helm.sh) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main landing site for Helm, containing foundational documentation, API schemas, and architecture overviews. The ultimate hub for engineers developing or consuming Kubernetes chart templates. - - **(2026)** [==GitHub: Helm, the Kubernetes Package Manager==](https://github.com/helm/helm) ⭐ 29830 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Authoritative GitHub repository for Helm. With over 29k stars and massive community backing, it is the primary source of truth for the project's codebase, releases, and development. - - **(2020)** [==thoughtworks.com: Helm==](https://www.thoughtworks.com/radar/tools/helm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Thoughtworks Technology Radar page validating Helm's position as the primary package manager for Kubernetes. Underlines how the server-side removal (Tiller) in Helm v3 fundamentally resolved security risks. - - **(2021)** [freecodecamp.org: What is a Helm Chart? A Tutorial for Kubernetes Beginners](https://www.freecodecamp.org/news/what-is-a-helm-chart-tutorial-for-kubernetes-beginners) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive beginner's tutorial detailing the directory structures and YAML formats of Helm. Offers hands-on exercises for authoring and deploying custom application templates. - - **(2021)** [thedeveloperstory.com: Helm 101: Brief introduction to kubernetes package manager](https://thedeveloperstory.com/2021/07/12/helm-101-brief-introduction-to-kubernetes-package-manager) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An ultra-focused 101 guide explaining the core structures of Helm charts. Highlights essential commands and structure conventions to quickly onboard teams. - - **(2020)** [hackernoon.com: Kubernetes and Helm: A Deadly Combo to Help You Deploy with Ease](https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-with-ease-rjr30x2) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” High-level overview illustrating the synergies between Kubernetes architectures and Helm's package abstractions, demonstrating how Helm reduces manual configuration drift. - **(2020)** [dev.to: Introduction to Helm 🌟](https://dev.to/leading-edje/introduction-to-helm-50jl) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Accessible and clear introduction detailing core Helm entities (charts, repositories, releases). Excellent read for cloud engineers looking to grasp basic Helm vocabulary quickly. + - [thoughtworks.com: Helm](https://www.thoughtworks.com/radar/tools/helm) [DE FACTO STANDARD] β€” Thoughtworks Technology Radar page validating Helm's position as the primary package manager for Kubernetes. Underlines how the server-side removal (Tiller) in Helm v3 fundamentally resolved security risks. + - [helm.sh](https://helm.sh) [DOCUMENTATION] [DE FACTO STANDARD] β€” The main landing site for Helm, containing foundational documentation, API schemas, and architecture overviews. The ultimate hub for engineers developing or consuming Kubernetes chart templates. + - [GitHub: Helm, the Kubernetes Package Manager](https://github.com/helm/helm) ⭐ 29830 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Authoritative GitHub repository for Helm. With over 29k stars and massive community backing, it is the primary source of truth for the project's codebase, releases, and development. + - [hackernoon.com: Kubernetes and Helm: A Deadly Combo to Help You Deploy with' Ease](https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-with-ease-rjr30x2) [COMMUNITY-TOOL] [GUIDE] β€” High-level overview illustrating the synergies between Kubernetes architectures and Helm's package abstractions, demonstrating how Helm reduces manual configuration drift. + - [freecodecamp.org: What is a Helm Chart? A Tutorial for Kubernetes Beginners](https://www.freecodecamp.org/news/what-is-a-helm-chart-tutorial-for-kubernetes-beginners) [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive beginner's tutorial detailing the directory structures and YAML formats of Helm. Offers hands-on exercises for authoring and deploying custom application templates. + - [thedeveloperstory.com: Helm 101: Brief introduction to kubernetes package' manager](https://thedeveloperstory.com/2021/07/12/helm-101-brief-introduction-to-kubernetes-package-manager) [COMMUNITY-TOOL] [GUIDE] β€” An ultra-focused 101 guide explaining the core structures of Helm charts. Highlights essential commands and structure conventions to quickly onboard teams. #### Helm Best Practices - - **(2020)** [**jfrog.com: Steering Straight with Helm Charts Best Practices 🌟**](https://jfrog.com/blog/helm-charts-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” JFrog's blueprint on production Helm chart development. Recommends strategies for structured defaults, semantic versioning rules, and secure enterprise registry publishing. - - **(2020)** [**codersociety.com: 13 Best Practices for using Helm**](https://codersociety.com/blog/articles/helm-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curation of 13 battle-tested engineering guidelines for authoring Helm Charts. Covers formatting patterns, values mapping, naming rules, and GitOps integration schemas. + - [jfrog.com: Steering Straight with Helm Charts Best Practices 🌟](https://jfrog.com/blog/helm-charts-best-practices) [ENTERPRISE-STABLE] [GUIDE] β€” JFrog's blueprint on production Helm chart development. Recommends strategies for structured defaults, semantic versioning rules, and secure enterprise registry publishing. + - [codersociety.com: 13 Best Practices for using Helm](https://codersociety.com/blog/articles/helm-best-practices) [ENTERPRISE-STABLE] [GUIDE] β€” Curation of 13 battle-tested engineering guidelines for authoring Helm Charts. Covers formatting patterns, values mapping, naming rules, and GitOps integration schemas. #### Helm Migration - - **(2019)** [**helm.sh: How to migrate from Helm v2 to Helm v3**](https://helm.sh/blog/migrate-from-helm-v2-to-helm-v3) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Official migration blueprint from Helm's core team detailing the path from v2 to v3. Shows how to securely convert in-cluster release metadata and fully decommission the Tiller component. + - [helm.sh: How to migrate from Helm v2 to Helm v3](https://helm.sh/blog/migrate-from-helm-v2-to-helm-v3) [DOCUMENTATION] [ENTERPRISE-STABLE] [GUIDE] β€” Official migration blueprint from Helm's core team detailing the path from v2 to v3. Shows how to securely convert in-cluster release metadata and fully decommission the Tiller component. #### Helm Security - - **(2022)** [**apiiro.com: Malicious Kubernetes Helm Charts can be used to steal sensitive information from Argo CD deployments**](https://apiiro.com/blog/malicious-kubernetes-helm-charts-can-be-used-to-steal-sensitive-information-from-argo-cd-deployments) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] [GUIDE] β€” Vulnerability report showcasing how malicious Helm charts could be engineered to exfiltrate secret resources from Argo CD controller pods. Important reading for platform hardening. - **(2022)** [**sysdig.com: Helm security and best practices**](https://www.sysdig.com/blog/how-to-secure-helm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Sysdig engineering guide for securing Helm charts. Teaches vulnerability scanning of templates, access control limits for chart operations, and runtime monitoring of helm releases. - - **(2021)** [**thenewstack.io: Upgrade Helm if You Don’t Want to Share Your Username and Password (Helm’s CVE-2021-32690) 🌟**](https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and-password) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] [GUIDE] β€” Security breakdown analyzing CVE-2021-32690, where Helm leaked sensitive credential headers during remote chart requests. Critical warning illustrating why regular client patching is necessary. - **(2020)** [**rancher.com: Create Reproducible Security in Kubernetes with Helm 3 and Helm Charts**](https://www.suse.com/c/rancher_blog/create-reproducible-security-in-kubernetes-with-helm-3-and-helm-charts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Technical security overview emphasizing reproducible chart security patterns using validation schemas, signed values, and limited-scope Service Accounts. + - [thenewstack.io: Upgrade Helm if You Don’t Want to Share Your Username and' Password (Helm’s CVE-2021-32690) 🌟](https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and-password) [CASE STUDY] [ENTERPRISE-STABLE] [GUIDE] β€” Security breakdown analyzing CVE-2021-32690, where Helm leaked sensitive credential headers during remote chart requests. Critical warning illustrating why regular client patching is necessary. + - [apiiro.com: Malicious Kubernetes Helm Charts can be used to steal sensitive' information from Argo CD deployments](https://apiiro.com/blog/malicious-kubernetes-helm-charts-can-be-used-to-steal-sensitive-information-from-argo-cd-deployments) [ADVANCED LEVEL] [CASE STUDY] [ENTERPRISE-STABLE] [GUIDE] β€” Vulnerability report showcasing how malicious Helm charts could be engineered to exfiltrate secret resources from Argo CD controller pods. Important reading for platform hardening. #### Helm Testing - - **(2020)** [**blog.heyal.co.uk: How to unit-test your helm charts with Golang 🌟**](https://blog.heyal.co.uk/unit-testing-helm-charts) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Advanced engineering guide showing how to unit-test Helm templates using Golang. Demonstrates programmatically generating manifests and asserting correct outputs before deploying. - - **(2022)** [dev.to: HULL Tutorial 01: Introducing HULL, the Helm Universal Layer Library](https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-layer-library-4njb) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Introduction to HULL (Helm Universal Layer Library), showing how it abstracts boilerplate Helm templates via standard JSON/YAML schema specifications, facilitating dynamic chart generation. + - [blog.heyal.co.uk: How to unit-test your helm charts with Golang 🌟](https://blog.heyal.co.uk/unit-testing-helm-charts) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Advanced engineering guide showing how to unit-test Helm templates using Golang. Demonstrates programmatically generating manifests and asserting correct outputs before deploying. + - [dev.to: HULL Tutorial 01: Introducing HULL, the Helm Universal Layer Library](https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-layer-library-4njb) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Introduction to HULL (Helm Universal Layer Library), showing how it abstracts boilerplate Helm templates via standard JSON/YAML schema specifications, facilitating dynamic chart generation. #### Helm Validation - - **(2020)** [**Helm 3: Validating Helm Chart Values with JSON Schemas 🌟**](https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Excellent technical guide showing how to write and use JSON Schema (`values.schema.json`) to programmatically validate Helm Chart variables and eliminate formatting errors prior to deploy. + - [Helm 3: Validating Helm Chart Values with JSON Schemas 🌟](https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Excellent technical guide showing how to write and use JSON Schema (`values.schema.json`) to programmatically validate Helm Chart variables and eliminate formatting errors prior to deploy. #### Helm vs Operators - **(2020)** [**cloud.redhat.com: Application Management in Kubernetes Environments with Helm Charts and Kubernetes Operators**](https://www.redhat.com/en/blog/application-management-in-kubernetes-environments-with-helm-charts-and-kubernetes-operators) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Architectural discussion comparing Helm package templates with Kubernetes Operators. Outlines when to use Helm for Day 1 installs versus Operators for stateful Day 2 operations. #### OpenShift Integration - - **(2021)** [**developers.redhat.com: Deploy Node.js applications to Red Hat OpenShift with Helm**](https://developers.redhat.com/articles/2021/07/20/deploy-nodejs-applications-red-hat-openshift-helm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Developer-centric walkthrough for wrapping Node.js applications into compliant Helm charts for OpenShift deployment, showing the end-to-end development-to-production lifecycle. - - **(2020)** [**redhat.com: Red Hat OpenShift Certification extends support for Kubernetes-native technologies with Helm 🌟**](https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-kubernetes-native-technologies-helm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Red Hat blog announcing extended, first-class Helm integration in OpenShift. Discusses Console-level management of Helm charts, ensuring enterprise-compliant application lifecycles. + - [redhat.com: Red Hat OpenShift Certification extends support for Kubernetes-native' technologies with Helm 🌟](https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-kubernetes-native-technologies-helm) [ENTERPRISE-STABLE] β€” Red Hat blog announcing extended, first-class Helm integration in OpenShift. Discusses Console-level management of Helm charts, ensuring enterprise-compliant application lifecycles. + - [developers.redhat.com: Deploy Node.js applications to Red Hat OpenShift' with Helm](https://developers.redhat.com/articles/2021/07/20/deploy-nodejs-applications-red-hat-openshift-helm) [ENTERPRISE-STABLE] [GUIDE] β€” Developer-centric walkthrough for wrapping Node.js applications into compliant Helm charts for OpenShift deployment, showing the end-to-end development-to-production lifecycle. #### Waypoint - **(2022)** [**learn.hashicorp.com: Deploy a Helm-based application automatically with GitOps**](https://github.com/hashicorp/waypoint/tree/main/website/content/docs) ⭐ 4730 [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” HashiCorp walkthrough presenting continuous, declarative deployment of Helm-based apps using Waypoint pipelines, highlighting structural GitOps workflows. @@ -190,22 +152,43 @@ #### Deconstruction - - **(2018)** [github.com/jkosik: helm-decomposer](https://github.com/jkosik/helm-decomposer) [ADVANCED LEVEL] [LEGACY] β€” An early utility designed to deconstruct static Kubernetes manifests into modular Helm templates. The project has had no active maintenance for years, serving purely as a conceptual legacy archive. + - [github.com/jkosik: helm-decomposer](https://github.com/jkosik/helm-decomposer) [ADVANCED LEVEL] [LEGACY] β€” An early utility designed to deconstruct static Kubernetes manifests into modular Helm templates. The project has had no active maintenance for years, serving purely as a conceptual legacy archive. #### Helm GitOps - - **(2025)** [**helmwave/helmwave**](https://github.com/helmwave/helmwave) ⭐ 885 [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” Helmwave acts as a docker-compose-like manager for Helm charts. It offers structured multi-chart deployments, parallel releases, and strict dependency trees, representing a strong emerging pattern for platform team orchestration. + - [helmwave/helmwave](https://github.com/helmwave/helmwave) ⭐ 885 [ADVANCED LEVEL] [EMERGING] [ENTERPRISE-STABLE] β€” Helmwave acts as a docker-compose-like manager for Helm charts. It offers structured multi-chart deployments, parallel releases, and strict dependency trees, representing a strong emerging pattern for platform team orchestration. #### Helm Plugins - - **(2020)** [github.com/mumoshu/helm-x: Helm X Plugin](https://github.com/mumoshu/helm-x) ⭐ 178 🌟🌟 [EMERGING] [LEGACY] β€” Helm X is an experimental plugin extending Helm capabilities with enhanced templating features. While originally useful, modern Helm development has rendered this tool obsolete, and lack of active commits makes it a legacy reference. - - **(2019)** [maorfr/helm-backup: Helm Backup Plugin](https://github.com/maorfr/helm-backup) ⭐ 83 🌟 [LEGACY] β€” A legacy Helm backup plugin designed to preserve state. Modern GitOps workflows with declarative tools like Argo CD and Flux have deprecated the need for manual, stateful Helm backups. + - [github.com/mumoshu/helm-x: Helm X Plugin](https://github.com/mumoshu/helm-x) ⭐ 178 [EMERGING] [LEGACY] β€” Helm X is an experimental plugin extending Helm capabilities with enhanced templating features. While originally useful, modern Helm development has rendered this tool obsolete, and lack of active commits makes it a legacy reference. + - [maorfr/helm-backup: Helm Backup Plugin](https://github.com/maorfr/helm-backup) ⭐ 83 [LEGACY] β€” A legacy Helm backup plugin designed to preserve state. Modern GitOps workflows with declarative tools like Argo CD and Flux have deprecated the need for manual, stateful Helm backups. ## Multi-Cluster Management ### Cluster Governance #### Sveltos - - **(2025)** [github.com/projectsveltos: sveltosctl](https://github.com/projectsveltos/sveltosctl#display-outcome-of-clusterprofiles-in-dryrun-mode) ⭐ 36 [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” sveltosctl provides command-line control over Project Sveltos. It excels at dry-run validations of ClusterProfiles, ensuring declarative configurations are verified prior to production propagation. + - [github.com/projectsveltos: sveltosctl](https://github.com/projectsveltos/sveltosctl#display-outcome-of-clusterprofiles-in-dryrun-mode) ⭐ 36 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” sveltosctl provides command-line control over Project Sveltos. It excels at dry-run validations of ClusterProfiles, ensuring declarative configurations are verified prior to production propagation. +## Observability (1) + +### Metrics + +#### Prometheus + + - [Setup Prometheus Using Helm Chart on Kubernetes](https://devopscube.com/setup-prometheus-helm-chart) [ENTERPRISE-STABLE] β€” A direct, production-ready tutorial demonstrating how to install and configure Prometheus using official Helm charts. Explains default values overrides, persistent volume configurations, and custom alertmanager integration for instant operational visibility. +## Operations and Management + +### Application Catalog + +#### Kubeapps + + - [kubeapps.dev 🌟](https://kubeapps.dev) [ENTERPRISE-STABLE] β€” A web-based control panel by VMware Tanzu that simplifies packaging, deployment, and management of Helm charts and operators within multitenant clusters. +## Training and Certification + +### Red Hat Ecosystem + +#### Learning Platforms + + - [Red Hat Training & Certification Community](https://access.redhat.com/community/learn) [COMMUNITY-TOOL] β€” Official educational resources and certification preparation portal curated by Red Hat. Serves as a vital reference for mastering OpenShift and enterprise Linux engineering architectures. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/hr.md b/v2-docs/hr.md new file mode 100644 index 00000000..d4a7e3da --- /dev/null +++ b/v2-docs/hr.md @@ -0,0 +1,14 @@ +# Hr + +!!! info "Architectural Context" + Detailed reference for Hr in the context of Career & Industry. + +## Standard Reference + + - [elconfidencial.com: Olvida RRHH, ahora es el Departamento de DiversiΓ³n:' la infantilizaciΓ³n del paΓ­s de las 6.000 'startups](https://www.elconfidencial.com/mundo/2023-03-10/milenializacion-mercado-laboral-israeli-startups_3551800) [COMMUNITY-TOOL] + - [xataka.com: "Han recomendado calcular cuΓ‘nto dinero queda y al resto despedirles":' las startups espaΓ±olas frente a la quiebra de SVB](https://www.xataka.com/empresas-y-economia/han-recomendado-calcular-cuanto-dinero-queda-al-resto-despedirles-startups-espanolas-frente-a-quiebra-svb) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) + diff --git a/v2-docs/iac.md b/v2-docs/iac.md index e774783c..58067e08 100644 --- a/v2-docs/iac.md +++ b/v2-docs/iac.md @@ -3,39 +3,39 @@ !!! info "Architectural Context" Detailed reference for Iac in the context of Hardened Infrastructure. -## Cloud Architecture +## Standard Reference -### AWS Governance + - [stackoverflow.blog: Infrastructure as code: Create and configure infrastructure' elements in seconds](https://stackoverflow.blog/2021/03/08/infrastructure-as-code-create-and-configure-infrastructure-elements-in-seconds) [COMMUNITY-TOOL] + - [invensislearning.com: Infrastructure as a Code Tutorial: How it Works, Types,' and Best Practices](https://www.invensislearning.com/blog/infrastructure-as-a-code-tutorial) [COMMUNITY-TOOL] + - [itnext.io: Platform-as-Code: how it relates to Infrastructure-as-Code and' what it enables](https://itnext.io/platform-as-code-how-it-compares-with-infrastructure-as-code-and-what-it-enables-2684b348be2e) [COMMUNITY-TOOL] + - [thenewstack.io: IaC Cloud Misconfiguration Tools too Noisy without Context](https://thenewstack.io/iac-cloud-misconfiguration-tools-too-noisy-without-context) [COMMUNITY-TOOL] + - [freecodecamp.org: Infrastructure as Code - Full Course 🌟🌟](https://www.freecodecamp.org/news/what-is-infrastructure-as-code) [COMMUNITY-TOOL] + - [Infrastructure as Code in DevOps](https://alpacked.io/blog/infrastructure-as-code-for-devops) [COMMUNITY-TOOL] + - [devops.com: Updating and Managing Infrastructure-as-Code (IaC)](https://devops.com/updating-and-managing-infrastructure-as-code-iac) [COMMUNITY-TOOL] + - [thenewstack.io: GUIs, CLI, APIs: Learn Basic Terms of Infrastructure-as-Code](https://thenewstack.io/guis-cli-apis-learn-basic-terms-of-infrastructure-as-code) [COMMUNITY-TOOL] + - [thenewstack.io: Infrastructure-as-Code: Increase Security, Scale Development](https://thenewstack.io/infrastructure-as-code-increase-security-scale-development) [COMMUNITY-TOOL] + - [Struggling with IT Staff Leaving? Try Infrastructure as Code 🌟](https://thenewstack.io/struggling-with-it-staff-leaving-try-infrastructure-as-code) [COMMUNITY-TOOL] + - [devopscube.com: Immutable Infrastructure Explained For Beginners](https://devopscube.com/immutable-infrastructure) [COMMUNITY-TOOL] + - [thenewstack.io: Infrastructure as Code or Cloud Platforms β€” You Decide!](https://thenewstack.io/infrastructure-as-code-or-cloud-platforms-you-decide) [COMMUNITY-TOOL] + - [spacelift.io: Why Generic CI/CD Tools Will Not Deliver Successful IaC](https://spacelift.io/blog/infrastructure-as-code-with-generic-ci-cd) [COMMUNITY-TOOL] + - [thenewstack.io: Achieve GitOps on Day One with IaC Automation](https://thenewstack.io/achieve-gitops-on-day-one-with-iac-automation) [COMMUNITY-TOOL] + - [build5nines.com: Benefits of Convention over Configuration for IaC Deployment' Projects](https://build5nines.com/benefits-of-convention-over-configuration-for-iac-deployment-projects) [COMMUNITY-TOOL] + - [thenewstack.io: Local Environment-as-Code: Is It Possible Yet?](https://thenewstack.io/local-environment-as-code-is-it-possible-yet) [COMMUNITY-TOOL] + - [clickittech.com: Infrastructure as Code Tools, what are the best IaC tools?' 🌟](https://www.clickittech.com/devops/infrastructure-as-code-tools) [COMMUNITY-TOOL] + - [intellipaat.com: Terraform vs Ansible: Key Differences Between Terraform' and Ansible 🌟](https://intellipaat.com/blog/terraform-vs-ansible-difference) [COMMUNITY-TOOL] + - [clickittech.com: Terraform vs CloudFormation: The Final battle 🌟](https://www.clickittech.com/devops/terraform-vs-cloudformation) [COMMUNITY-TOOL] + - [spacelift.io: Terraform vs. Ansible : Key Differences and Comparison of' Tools](https://spacelift.io/blog/ansible-vs-terraform) [COMMUNITY-TOOL] + - [env0.com: Ansible vs Terraform: Choose One or Use Both?](https://www.env0.com/blog/ansible-vs-terraform-when-to-choose-one-or-use-them-together) [COMMUNITY-TOOL] + - [awstrainingwithjagan.com: Comprehensive Comparison of Top Infrastructure' as Code (IaC) Tools](https://awstrainingwithjagan.com/infrastructure-as-code-tool-comparison) [COMMUNITY-TOOL] + - [Pulumi: Infrastructure as Code in Any Programming Language](https://github.com/pulumi/pulumi) ⭐ 25228 [DE FACTO STANDARD] + - [Ephemeral Values in Terraform](https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform) [COMMUNITY-TOOL] + - [TerraSchema: Generate JSON Schema from Terraform Configurations](https://github.com/HewlettPackard/terraschema) ⭐ 68 [COMMUNITY-TOOL] + - [Checkmarx/kics](https://github.com/Checkmarx/kics) ⭐ 2637 [COMMUNITY-TOOL] + - [gofireflyio/aiac 🌟](https://github.com/gofireflyio/aiac) ⭐ 3794 [ENTERPRISE-STABLE] + - [The Definitive Guide to Importing Your Cloud Resources into IaC](https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources-into-iac) [COMMUNITY-TOOL] + - [youtube: Mitchell Hashimoto: The Inside Story of HashiCorp's IaC Journey' | The IaC Podcast](https://www.youtube.com/watch?v=--RRpw_6onA) [COMMUNITY-TOOL] -#### AWS Organizations - - - **(2023)** [AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively](https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly clear exploration of AWS Organizations, dissecting organizational units (OUs), Service Control Policies (SCPs), and account hierarchy. Grounding shows it serves as a fundamental training material for cloud administrators establishing multi-account safety structures. -## Cloud Infrastructure - -### Azure - -#### Enterprise Architecture - - - **(2024)** [Transitioning an Existing Azure Environment to the Azure Landing Zone Reference Architecture](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition) [ADVANCED LEVEL] [LEGACY] β€” Official Microsoft guidance outlining the migration roadmap of legacy brownfield Azure environments to the Azure Landing Zone (ALZ) conceptual architecture. It focuses on governance, subscription organization, network topology convergence, and security policy enforcement at scale. -#### Platform Engineering - - - **(2024)** [Subscription Vending Implementation Guidance](https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription-vending) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains the architectural pattern of automated subscription vending on Azure. - -* Guides cloud platform teams to construct GitOps-driven workflows. -* Automatically provisions fully governed, secure, and networked Azure subscriptions using Bicep or Terraform. -### Infrastructure as Code - -#### AI Generation - - - **(2025)** [Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code](https://markaicode.com/terraform-ai-infrastructure-as-code) [COMMUNITY-TOOL] β€” Focuses on AI-driven generation of HCL infrastructure files. Covers schema checking, validating security guardrails in prompt pipelines, and continuous integration workflows for automated infrastructure verification. -## Cloud-Native Infrastructure - -### Infrastructure as Code (1) - -#### AI-Assisted Operations - - - **(2025)** [**Enhancing Infrastructure as Code Generation with GitHub Copilot for Azure**](https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Analyzes the application of LLM co-pilots in rapidly writing secure ARM and Bicep configurations. Live Grounding: Demonstrates how contextual AI generators drastically lower human-error risk in pipeline IaC templates. Highly representative of modern 2025/2026 operational shifts. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/ibm_cloud.md b/v2-docs/ibm_cloud.md new file mode 100644 index 00000000..66b9fa12 --- /dev/null +++ b/v2-docs/ibm_cloud.md @@ -0,0 +1,17 @@ +# Ibm_Cloud + +!!! info "Architectural Context" + Detailed reference for Ibm_Cloud in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [xataka.com: IBM se multiplica: la IBM de siempre mantiene el foco en la' nube, pero crea una nueva empresa para los servicios de red gestionados 🌟](https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que-se-creara-empresa-centrada-ella) [COMMUNITY-TOOL] + - [DockerHub: websphere-liberty](https://hub.docker.com/_/websphere-liberty) [COMMUNITY-TOOL] + - [github.com/openliberty](https://github.com/openliberty) [COMMUNITY-TOOL] + - [developers.redhat.com: Support for GraphQL with Open Liberty 20.0.0.6](https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-liberty-20-0-0-6) [COMMUNITY-TOOL] + - [github.com/IBM/CP4MCM-SDK : Business Partner App Integration with IBM MCM](https://github.com/IBM/CP4MCM-SDK) ⭐ 2 [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) + diff --git a/v2-docs/index.md b/v2-docs/index.md index 0458996b..28d90fdd 100644 --- a/v2-docs/index.md +++ b/v2-docs/index.md @@ -21,16 +21,15 @@ 2. **Standard Layer (Mapped)**: Resources identified as candidates for Elite status but pending deep AI analysis. **Current Inventory Coverage:** - - **V1 Base Inventory**: 15214 total resources analyzed. - - **V2 Elite Selection**: 10317 candidates identified (67.81% density ratio). - - **AI Enrichment Coverage**: 2854 / 10317 (27.66%) + - **V1 Base Inventory**: 17994 total resources analyzed. + - **V2 Elite Selection**: 10399 candidates identified (57.79% density ratio). + - **AI Enrichment Coverage**: 2854 / 10399 (27.44%) - **GitHub Metadata Coverage**: 1450 / 1756 (82.57%) - *Critical for Maturity Tagging* - **Status**: The system is incrementally processing pending resources to complete the knowledge graph.
-[![docker videos](images/docker_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/DockerIo) - [![cncf videos](images/cncf_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/cloudnativefdn) [![kubernetes logo](images/kubernetes_logo.jpg){: style="width:7%"}](https://www.youtube.com/kubernetescommunity) [![redhat videos](images/redhat_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/redhat) [![openshift videos](images/openshift_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenShift) [![rancher logo](images/rancher-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Rancher) [![cloudbees videos](images/cloudbees_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/CloudBeesTV) [![jenkins videos](images/jenkins-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/jenkinscicd) [![jenkins-x videos](images/jenkins_x_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCN2kblPjXKMcjjVYmwvquvg) [![spinnaker videos](images/spinnaker_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCcxQbw8kT1-FRhFhO2QCetg) [![vmware tanzu logo](images/vmware_tanzu_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/VMwareTanzu)
+[![docker videos](images/docker_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/DockerIo) [![cncf videos](images/cncf_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/cloudnativefdn) [![kubernetes logo](images/kubernetes_logo.jpg){: style="width:7%"}](https://www.youtube.com/kubernetescommunity) [![redhat videos](images/redhat_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/redhat) [![openshift videos](images/openshift_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenShift) [![rancher logo](images/rancher-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Rancher) [![cloudbees videos](images/cloudbees_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/CloudBeesTV) [![jenkins videos](images/jenkins-logo.jpg){: style="width:7%"}](https://www.youtube.com/c/jenkinscicd) [![jenkins-x videos](images/jenkins_x_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCN2kblPjXKMcjjVYmwvquvg) [![spinnaker videos](images/spinnaker_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCcxQbw8kT1-FRhFhO2QCetg) [![vmware tanzu logo](images/vmware_tanzu_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/VMwareTanzu)
[![ibm cloud videos](images/ibm_cloud_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/IBMTechnology) [![aws videos](images/aws_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/amazonwebservices) [![gcp videos](images/gcp_logo.jpg){: style="width:7%"}](https://www.youtube.com/user/googlecloudplatform) [![azure videos](images/azure_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/MicrosoftAzure) [![oraclecloud videos](images/oracle_cloud_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OracleCloudInfrastructure) [![digitalocean videos](images/digital_ocean_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Digitalocean) [![cloudflare](images/cloudflare_logo.jpg){: style="width:7%"}](https://www.youtube.com/cloudflare) [![scaleway cloud](images/scaleway_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/Scaleway-Cloud) [![openstack](images/openstack_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenStackFoundation) [![harhicorp videos](images/hashicorp_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/HashiCorp) [![pulumi videos](images/pulumi_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/PulumiTV)
[![dzone videos](images/dzone_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/dzone) [![prometheus videos](images/prometheus_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/PrometheusIo) [![grafana videos](images/grafana_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Grafana) [![istio videos](images/istio_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Istio) [![elastic videos](images/elasticsearch_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Elastic) [![dynatrace videos](images/dynatrace_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/dynatrace) [![appdynamics videos](images/appdynamics_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/appdynamics) [![newrelic videos](images/newrelic_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/NewRelicInc) [![tigera calico](images/tigera_calico_logo.jpg){: style="width:7%"}](https://www.youtube.com/channel/UC8uN3yhpeBeerGNwDiQbcgw) [![weavecloud](images/weavecloud_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/WeaveWorksInc) [![lambdatest](images/lambdatest.jpg){: style="width:7%"}](https://www.youtube.com/c/LambdaTest)
[![atlassian videos](images/atlassian_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Atlassian) [![vscode videos](images/vscode_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Code) [![github videos](images/github_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/GitHub) [![gitlab video](images/gitlab_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Gitlab) [![gitkraken](images/gitkraken_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Gitkraken) [![rocketchat videos](images/rocket_chat_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/RocketChatApp) [![slack videos](images/slack_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Slackhq) [![mattermost videos](images/mattermost_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/MattermostHQ) [![microsoft365](images/microsoft_365_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/microsoft365) [![openproject](images/openproject_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/OpenProjectCommunity) [![tetrate](images/tetrate_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/Tetrate)
@@ -40,15 +39,15 @@ [![thetips4you](images/thethips4you.jpg){: style="width:7%"}](https://www.youtube.com/c/Thetips4you) [![cloud learnhub](images/cloud_learn_hub.jpg){: style="width:7%"}](https://www.youtube.com/channel/UC57acx8sCmE7uFHfVMvIlNg) [![John Savill](images/John_Savill.jpg){: style="width:7%"}](https://www.youtube.com/c/NTFAQGuy) [![microservice factory](images/microservice_factory.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCorFV-WGnajyfNu4zPI0AAA) [![kubedb appscode](images/kubedb_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/AppsCodeInc) [![devops toolkit](images/devops_toolkit.jpg){: style="width:7%"}](https://www.youtube.com/c/DevOpsToolkit) [![ansible pilot](images/ansiblepilot.jpg){: style="width:7%"}](https://www.youtube.com/c/AnsiblePilot) [![codelytv](images/codelytv_logo.jpg){: style="width:7%"}](https://www.youtube.com/CodelyTV) [![pelado nerd](images/pelado_nerd.jpg){: style="width:7%"}](https://www.youtube.com/c/PeladoNerd) [![hola mundo](images/hola_mundo.jpg){: style="width:7%"}](https://www.youtube.com/c/HolaMundoDev) [![javier garzas](images/jgarzas.jpg){: style="width:7%"}](https://www.youtube.com/c/JavierGarz%C3%A1s)
[![london IAC](images/londonIAC.jpg){: style="width:7%"}](https://www.youtube.com/c/LondonIAC) [![techworld nana](images/techworld_nana.jpg){: style="width:7%"}](https://www.youtube.com/c/TechWorldwithNana) [![honeypot](images/honeypot.jpg){: style="width:7%"}](https://www.youtube.com/c/Honeypotio) [![Ali Spittel](images/aspittel.jpg){: style="width:7%"}](https://www.youtube.com/c/AliSpittelDev) [![thomas maurer](images/thomas_maurer.jpg){: style="width:7%"}](https://www.youtube.com/c/ThomasMaurerCloud) [![freecodecamp](images/freecodecamp.jpg){: style="width:7%"}](https://www.youtube.com/c/Freecodecamp) [![thenewstack](images/thenewstack.jpg){: style="width:7%"}](https://www.youtube.com/c/TheNewStack) [![argocd project](images/argoproj.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCOvYmppcbOPm1viN6ust3lA) [![fluxcd](images/fluxcd.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCoZxt-YMhGHb20ZkvcCc5KA) [![container days](images/containerdays.jpg){: style="width:7%"}](https://www.youtube.com/c/ContainerDays) [![the cloud girl](images/thecloudgirl.jpg){: style="width:7%"}](https://www.youtube.com/c/priyankavergadia)
[![ContinuousDeliveryFoundation](images/ContinuousDeliveryFoundation.jpg){: style="width:7%"}](https://www.youtube.com/c/ContinuousDeliveryFoundation) [![tina huang](images/tinahuang.jpg){: style="width:7%"}](https://www.youtube.com/c/TinaHuang1) [![azure devops](images/azure_devops_youtube.jpg){: style="width:7%"}](https://www.youtube.com/c/AzureDevOps) [![azure cloud native](images/azure_cloud_native.jpg){: style="width:7%"}](https://www.youtube.com/channel/UC2Pk9GcHhlVV0R9CQIU6gLw) [![alibaba cloud](images/alibaba_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/AlibabaCloud) [![linode cloud](images/linode_cloud.jpg){: style="width:7%"}](https://www.youtube.com/c/linode) [![gaia-x](images/gaia_x.jpg){: style="width:7%"}](https://www.youtube.com/channel/UCB5WMc2FfrxKzfd7XIODoMw) [![gps](images/gps.jpg){: style="width:7%"}](https://www.youtube.com/c/MadeByGPS) [![keptn](images/keptn_logo.jpg){: style="width:7%"}](https://www.youtube.com/c/keptn) [![anais urlichs](images/anais_urlichs.jpg){: style="width:7%"}](https://www.youtube.com/c/AnaisUrlichs) [![the digital life](images/the_digital_life.jpg){: style="width:7%"}](https://www.youtube.com/c/TheDigitalLifeTech)
-[![Azure Terraformer](images/azure-terraformer.jpg){: style="width:7%"}](https://www.youtube.com/@azure-terraformer) [![Ned in the Cloud](images/nedinthecloud.jpg){: style="width:7%"}](https://www.youtube.com/@NedintheCloud) [![netbox](images/netboxlabs_logo.jpg){: style="width:7%"}](https://www.youtube.com/@NetBoxLabs) [![Tech with Helen](images/techwithhelen.jpg){: style="width:7%"}](https://www.youtube.com/@techwithhelen) [![bytebytego](images/bytebytego.jpg){: style="width:7%"}](https://www.youtube.com/@ByteByteGo) [![dotcsv](images/dotcsv.jpg){: style="width:7%"}](https://www.youtube.com/@DotCSV) [![midulive](images/midulive.jpg){: style="width:7%"}](https://www.youtube.com/@midulive) [![returngis](images/returngis_logo.jpg){: style="width:7%"}](https://www.youtube.com/@returngis) [![kubefm](images/kubefm_logo.jpg){: style="width:7%"}](https://www.youtube.com/@kubefm) [![Olena Kutsenko](images/olena_kutsenko.jpg){: style="width:7%"}](https://www.youtube.com/@OlenaKutsenko) [![mouredev](images/mouredev.jpg){: style="width:7%"}](https://www.youtube.com/@mouredev) +[![Azure Terraformer](images/azure-terraformer.jpg){: style="width:7%"}](https://www.youtube.com/@azure-terraformer) [![Ned in the Cloud](images/nedinthecloud.jpg){: style="width:7%"}](https://www.youtube.com/@NedintheCloud) [![netbox](images/netboxlabs_logo.jpg){: style="width:7%"}](https://www.youtube.com/@NetBoxLabs) [![Tech with Helen](images/techwithhelen.jpg){: style="width:7%"}](https://www.youtube.com/@techwithhelen) [![bytebytego](images/bytebytego.jpg){: style="width:7%"}](https://www.youtube.com/@ByteByteGo) [![dotcsv](images/dotcsv.jpg){: style="width:7%"}](https://www.youtube.com/@DotCSV) [![midulive](images/midulive.jpg){: style="width:7%"}](https://www.youtube.com/@midulive)
## The Agentic Pulse -- **(N/A)** [**==github.com/oracle==**](https://github.com/oracle) 🌟🌟🌟🌟 -- **(N/A)** [**==Amazon EKS introduces EKS Pod Identity==**](https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity) 🌟🌟🌟🌟 -- **(N/A)** [**==piotrminkowski.com: Blue-green deployment with a database on Kubernetes 🌟==**](https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-kubernetes) 🌟🌟🌟🌟 -- **(N/A)** [**==apache/maven-mvnd==**](https://github.com/apache/maven-mvnd) 🌟🌟🌟🌟 -- **(N/A)** [**==phauer.com: Why I Moved Back from Gradle to Maven==**](https://phauer.com/2018/moving-back-from-gradle-to-maven) 🌟🌟🌟🌟 +- **(N/A)** [**==Think Python==**](https://allendowney.github.io/ThinkPython) 🌟🌟🌟🌟 +- **(N/A)** [**==Angry IP Scanner (or simply ipscan)==**](https://angryip.org) 🌟🌟🌟🌟 +- **(N/A)** [**==Whitepaper: Migrating Your Databases to AWS==**](https://aws.amazon.com/dms/?audit=2019q1) 🌟🌟🌟🌟 +- **(N/A)** [**==AWS Quick Start Reference Deployments==**](https://aws.amazon.com/es/quickstart) 🌟🌟🌟🌟 +- **(N/A)** [**==blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide==**](https://awsfundamentals.com/blog/aws-s3-sync) 🌟🌟🌟🌟 ## Strategic Dimensions - **[πŸŽ₯ Agentic Video Hub (Architectural Summary)](./videos.md)** @@ -57,6 +56,7 @@ - **[Ai Agents Mcp](./ai-agents-mcp.md)** - **[Ai](./ai.md)** - **[Chatgpt](./chatgpt.md)** +- **[Mlops](./mlops.md)** ### Architectural Foundations - **[Cheatsheets](./cheatsheets.md)** - **[Cloud Arch Diagrams](./cloud-arch-diagrams.md)** @@ -66,6 +66,7 @@ - **[Devops Tools](./devops-tools.md)** - **[Faq](./faq.md)** - **[Git](./git.md)** +- **[Grafana](./grafana.md)** - **[Helm](./helm.md)** - **[Introduction](./introduction.md)** - **[Kubernetes Tools](./kubernetes-tools.md)** @@ -75,22 +76,35 @@ - **[Matrix Table](./matrix-table.md)** - **[Mkdocs](./mkdocs.md)** - **[Monitoring](./monitoring.md)** +- **[Other Awesome Lists](./other-awesome-lists.md)** - **[Prometheus](./prometheus.md)** ### Career & Industry +- **[Appointment Scheduling](./appointment-scheduling.md)** +- **[Digital Money](./digital-money.md)** - **[Elearning](./elearning.md)** - **[Finops](./finops.md)** - **[Freelancing](./freelancing.md)** +- **[Hr](./hr.md)** - **[Interview Questions](./interview-questions.md)** +- **[Newsfeeds](./newsfeeds.md)** - **[Recruitment](./recruitment.md)** +- **[Remote Tech Jobs](./remote-tech-jobs.md)** +- **[Workfromhome](./workfromhome.md)** ### Cloud Providers (Hyperscalers) - **[Googlecloudplatform](./GoogleCloudPlatform.md)** - **[Aws Architecture](./aws-architecture.md)** +- **[Aws Backup](./aws-backup.md)** - **[Aws Containers](./aws-containers.md)** +- **[Aws Data](./aws-data.md)** - **[Aws Databases](./aws-databases.md)** - **[Aws Devops](./aws-devops.md)** - **[Aws Iac](./aws-iac.md)** +- **[Aws Messaging](./aws-messaging.md)** - **[Aws Miscellaneous](./aws-miscellaneous.md)** +- **[Aws Monitoring](./aws-monitoring.md)** +- **[Aws Networking](./aws-networking.md)** - **[Aws Newfeatures](./aws-newfeatures.md)** +- **[Aws Pricing](./aws-pricing.md)** - **[Aws Security](./aws-security.md)** - **[Aws Serverless](./aws-serverless.md)** - **[Aws Spain](./aws-spain.md)** @@ -100,18 +114,27 @@ - **[Aws](./aws.md)** - **[Azure](./azure.md)** - **[Digitalocean](./digitalocean.md)** +- **[Edge Computing](./edge-computing.md)** +- **[Ibm_Cloud](./ibm_cloud.md)** - **[Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md)** - **[Oraclecloud](./oraclecloud.md)** - **[Private Cloud Solutions](./private-cloud-solutions.md)** +- **[Public Cloud Solutions](./public-cloud-solutions.md)** ### Data & Advanced Analytics +- **[Crunchydata](./crunchydata.md)** - **[Databases](./databases.md)** - **[Message Queue](./message-queue.md)** - **[Newsql](./newsql.md)** +- **[Nosql](./nosql.md)** - **[Yaml](./yaml.md)** ### Developer Ecosystem +- **[Chromedevtools](./ChromeDevTools.md)** +- **[Angular](./angular.md)** - **[Api](./api.md)** - **[Devel Sites](./devel-sites.md)** +- **[Dom](./dom.md)** - **[Dotnet](./dotnet.md)** +- **[Embedded Servlet Containers](./embedded-servlet-containers.md)** - **[Golang](./golang.md)** - **[Java And Java Performance Optimization](./java-and-java-performance-optimization.md)** - **[Java_App_Servers](./java_app_servers.md)** @@ -120,22 +143,29 @@ - **[Linux Dev Env](./linux-dev-env.md)** - **[Lowcode Nocode](./lowcode-nocode.md)** - **[Maven Gradle](./maven-gradle.md)** +- **[Postman](./postman.md)** - **[Python](./python.md)** - **[React](./react.md)** +- **[Swagger Code Generator For Rest Apis](./swagger-code-generator-for-rest-apis.md)** - **[Visual Studio](./visual-studio.md)** +- **[Web3](./web3.md)** ### Engineering Pipeline - **[Argo](./argo.md)** - **[Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md)** - **[Cicd](./cicd.md)** +- **[Flux](./flux.md)** - **[Gitops](./gitops.md)** - **[Jenkins Alternatives](./jenkins-alternatives.md)** - **[Jenkins](./jenkins.md)** +- **[Keptn](./keptn.md)** - **[Openshift Pipelines](./openshift-pipelines.md)** - **[Registries](./registries.md)** - **[Sonarqube](./sonarqube.md)** +- **[Stackstorm](./stackstorm.md)** - **[Tekton](./tekton.md)** ### Hardened Infrastructure - **[Ansible](./ansible.md)** +- **[Chef](./chef.md)** - **[Crossplane](./crossplane.md)** - **[Devsecops](./devsecops.md)** - **[Iac](./iac.md)** @@ -148,6 +178,7 @@ - **[Terraform](./terraform.md)** ### Networking & Service Mesh - **[Caching](./caching.md)** +- **[Cloudflare](./cloudflare.md)** - **[Istio](./istio.md)** - **[Kubernetes Networking](./kubernetes-networking.md)** - **[Networking](./networking.md)** @@ -159,14 +190,18 @@ - **[Devops](./devops.md)** - **[Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md)** - **[Project Management Methodology](./project-management-methodology.md)** +- **[Project Management Tools](./project-management-tools.md)** - **[Qa](./qa.md)** - **[Scaffolding](./scaffolding.md)** - **[Sre](./sre.md)** +- **[Test Automation Frameworks](./test-automation-frameworks.md)** +- **[Testops](./testops.md)** ### The Container Stack - **[Container Managers](./container-managers.md)** - **[Docker](./docker.md)** - **[Kubectl Commands](./kubectl-commands.md)** - **[Kubernetes Alternatives](./kubernetes-alternatives.md)** +- **[Kubernetes Autoscaling](./kubernetes-autoscaling.md)** - **[Kubernetes Backup Migrations](./kubernetes-backup-migrations.md)** - **[Kubernetes Based Devel](./kubernetes-based-devel.md)** - **[Kubernetes Bigdata](./kubernetes-bigdata.md)** @@ -174,9 +209,14 @@ - **[Kubernetes Monitoring](./kubernetes-monitoring.md)** - **[Kubernetes On Premise](./kubernetes-on-premise.md)** - **[Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)** +- **[Kubernetes Releases](./kubernetes-releases.md)** +- **[Kubernetes Storage](./kubernetes-storage.md)** - **[Kubernetes Troubleshooting](./kubernetes-troubleshooting.md)** +- **[Noops](./noops.md)** +- **[Ocp3](./ocp3.md)** - **[Ocp4](./ocp4.md)** - **[Openshift](./openshift.md)** +- **[Rancher](./rancher.md)** - **[Serverless](./serverless.md)** --- diff --git a/v2-docs/interview-questions.md b/v2-docs/interview-questions.md index bd5b99aa..17d7d2d0 100644 --- a/v2-docs/interview-questions.md +++ b/v2-docs/interview-questions.md @@ -9,96 +9,96 @@ #### Interviews - - **(2022)** [vahid.blog: System Design Interview Cheat Sheet](https://vahid.blog/post/2022-05-05-system-design-interview-cheat-sheet) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A high-density cheatsheet detailing scalable system design paradigms. Covers load balancing, distributed caching strategies, message queues, and API gateway architectures necessary to master architectural interviews. + - [vahid.blog: System Design Interview Cheat Sheet](https://vahid.blog/post/2022-05-05-system-design-interview-cheat-sheet) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A high-density cheatsheet detailing scalable system design paradigms. Covers load balancing, distributed caching strategies, message queues, and API gateway architectures necessary to master architectural interviews. ## Career Development ### Interview Preparation #### API and SDET - - **(2023)** [automationqahub.com: Latest API Testing Interview Questions And Answers](https://automationqahub.com/latest-api-testing-interview-questions-and-answers) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight provides modern API testing patterns detailing OAuth, JSON schema, and multi-protocol automation. Live Grounding reveals that API contract testing is vital for microservices continuous deployment pipelines. This guide targets contemporary QA roles. - - **(2023)** [automationqahub.com: Latest Rest Assured Interview Questions](https://automationqahub.com/latest-rest-assured-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight focuses on Rest Assured validation syntax, request specifications, and JSON path extractions. Live Grounding shows that automated API integration tests are essential for microservice regression verification. This supports QA automation pipelines. - - **(2022)** [automationreinvented.blogspot.com: Top 80 API Testing Interview Questions for QA and SDET ? API Interview Questions 2022](https://automationreinvented.blogspot.com/2022/03/top-80-api-testing-interview-questions.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists 80 API testing interview questions covering security standards, JWT tokens, and performance metrics. Live Grounding verifies that complex payload validation and secure communication tests are critical for modern APIs. This is an extensive preparation guide. - - **(2021)** [automationreinvented.blogspot.com: Top 40 API Automation testing interview question for SDET and Automation QA ?](https://automationreinvented.blogspot.com/2021/03/top-40-api-testing-interview-question.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight structures API testing interview paths, focusing on authentication, mock endpoints, and payloads. Live Grounding indicates that automated contract validation is a critical defense line in continuous delivery. It guides automation engineers. - - **(2020)** [automationreinvented.blogspot.com: Top 30 API Testing Interview Questions & Answers for SDET/API Automation-Rest Assured? SET-03](https://automationreinvented.blogspot.com/2020/11/top-30-api-testing-interview-questions.html) [GUIDE] [LEGACY] β€” Curator Insight delivers REST-based API testing fundamentals using Rest Assured framework. Live Grounding shows that despite its age, HTTP status and header validation remain foundational for API test engineers. This is a solid legacy reference. + - [automationreinvented.blogspot.com: Top 30 API Testing Interview Questions' & Answers for SDET/API Automation-Rest Assured? SET-03](https://automationreinvented.blogspot.com/2020/11/top-30-api-testing-interview-questions.html) [GUIDE] [LEGACY] β€” Curator Insight delivers REST-based API testing fundamentals using Rest Assured framework. Live Grounding shows that despite its age, HTTP status and header validation remain foundational for API test engineers. This is a solid legacy reference. + - [automationqahub.com: Latest API Testing Interview Questions And Answers](https://automationqahub.com/latest-api-testing-interview-questions-and-answers) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight provides modern API testing patterns detailing OAuth, JSON schema, and multi-protocol automation. Live Grounding reveals that API contract testing is vital for microservices continuous deployment pipelines. This guide targets contemporary QA roles. + - [automationqahub.com: Latest Rest Assured Interview Questions](https://automationqahub.com/latest-rest-assured-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight focuses on Rest Assured validation syntax, request specifications, and JSON path extractions. Live Grounding shows that automated API integration tests are essential for microservice regression verification. This supports QA automation pipelines. + - [automationreinvented.blogspot.com: Top 40 API Automation testing interview' question for SDET and Automation QA ?](https://automationreinvented.blogspot.com/2021/03/top-40-api-testing-interview-question.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight structures API testing interview paths, focusing on authentication, mock endpoints, and payloads. Live Grounding indicates that automated contract validation is a critical defense line in continuous delivery. It guides automation engineers. + - [automationreinvented.blogspot.com: Top 80 API Testing Interview Questions' for QA and SDET ? API Interview Questions 2022](https://automationreinvented.blogspot.com/2022/03/top-80-api-testing-interview-questions.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists 80 API testing interview questions covering security standards, JWT tokens, and performance metrics. Live Grounding verifies that complex payload validation and secure communication tests are critical for modern APIs. This is an extensive preparation guide. #### Agile and Management - - **(2022)** [age-of-product.com: Hiring: 71 Scrum Product Owner Interview Questions to Avoid Agile Imposters](https://age-of-product.com/42-scrum-product-owner-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists Product Owner interview questions assessing backlog pruning, Agile alignment, and stakeholder management. Live Grounding shows that bridging business requirements with agile engineering output is a vital project coordinator skill. It targets agile managers. + - [age-of-product.com: Hiring: 71 Scrum Product Owner Interview Questions to' Avoid Agile Imposters](https://age-of-product.com/42-scrum-product-owner-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists Product Owner interview questions assessing backlog pruning, Agile alignment, and stakeholder management. Live Grounding shows that bridging business requirements with agile engineering output is a vital project coordinator skill. It targets agile managers. #### CI-CD and Pipelines - - **(2023)** [intellipaat.com: Top Jenkins Interview Questions and Answers](https://intellipaat.com/blog/interview-question/jenkins-interview-questions-answers) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight maps the Jenkins master-worker controller layout and declarative pipeline scripting. Live Grounding indicates that automated pipeline orchestration remains a key pillar of continuous delivery platforms. This guide assists pipeline engineers. - - **(2021)** [learnsteps.com: DevOps Interview Questions: How will you scale your current CI-CD pipeline](https://www.learnsteps.com/devops-interview-questions-how-will-you-scale-your-current-ci-cd-pipeline) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight addresses the scaling of continuous integration and continuous delivery pipelines. Live Grounding shows that parallel agent execution on Kubernetes agents is standard practice to reduce build time. It focuses on enterprise automation efficiency. - - **(2021)** [automationreinvented.blogspot.com: Top 10 Jenkins Interview Question for SDET - DevOps - Automation QA?](https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-question-for.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight addresses Jenkins execution, parameters, trigger configs, and build workspace cleanups. Live Grounding confirms that efficient workspace management is essential to prevent disk exhaustion on build nodes. It guides automated QA roles. - - **(2021)** [automationreinvented.blogspot.com: Top 20 Jenkins Interview Questions and Answers 2022 for SDET - DevOps - Automation QA? Refer for Getting pro in Jenkins](https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-questions-and.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight analyzes optimization pathways, notification patterns, and shared library integrations in Jenkins. Live Grounding highlights that declarative pipeline modularization via shared libraries is standard in enterprise teams. It details scalable CI setups. + - [learnsteps.com: DevOps Interview Questions: How will you scale your current' CI-CD pipeline](https://www.learnsteps.com/devops-interview-questions-how-will-you-scale-your-current-ci-cd-pipeline) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight addresses the scaling of continuous integration and continuous delivery pipelines. Live Grounding shows that parallel agent execution on Kubernetes agents is standard practice to reduce build time. It focuses on enterprise automation efficiency. + - [intellipaat.com: Top Jenkins Interview Questions and Answers](https://intellipaat.com/blog/interview-question/jenkins-interview-questions-answers) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight maps the Jenkins master-worker controller layout and declarative pipeline scripting. Live Grounding indicates that automated pipeline orchestration remains a key pillar of continuous delivery platforms. This guide assists pipeline engineers. + - [automationreinvented.blogspot.com: Top 10 Jenkins Interview Question for' SDET - DevOps - Automation QA?](https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-question-for.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight addresses Jenkins execution, parameters, trigger configs, and build workspace cleanups. Live Grounding confirms that efficient workspace management is essential to prevent disk exhaustion on build nodes. It guides automated QA roles. + - [automationreinvented.blogspot.com: Top 20 Jenkins Interview Questions and' Answers 2022 for SDET - DevOps - Automation QA? Refer for Getting pro in Jenkins](https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-questions-and.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight analyzes optimization pathways, notification patterns, and shared library integrations in Jenkins. Live Grounding highlights that declarative pipeline modularization via shared libraries is standard in enterprise teams. It details scalable CI setups. #### Cloud Computing - - **(2023)** [intellipaat.com: Top Amazon AWS Interview Questions – Most Asked](https://intellipaat.com/blog/interview-question/amazon-aws-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists frequent questions for AWS systems architecture, core networking, and storage. Live Grounding shows that multi-tier application scaling remains a key indicator of cloud expertise. It covers standard architectural paradigms on AWS. - - **(2023)** [Frequently Asked AWS Interview Questions](https://www.interviewbit.com/aws-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight compiles high-frequency AWS technical inquiries on IAM, EC2, and VPC configurations. Live Grounding confirms that security posture and network isolation are foundational for any cloud architect role. This guide ensures solid structural prep. + - [intellipaat.com: Top Amazon AWS Interview Questions – Most Asked](https://intellipaat.com/blog/interview-question/amazon-aws-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists frequent questions for AWS systems architecture, core networking, and storage. Live Grounding shows that multi-tier application scaling remains a key indicator of cloud expertise. It covers standard architectural paradigms on AWS. + - [Frequently Asked AWS Interview Questions](https://www.interviewbit.com/aws-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight compiles high-frequency AWS technical inquiries on IAM, EC2, and VPC configurations. Live Grounding confirms that security posture and network isolation are foundational for any cloud architect role. This guide ensures solid structural prep. #### Data Platforms - - **(2022)** [javarevisited.blogspot.com: Top 20 Apache Kafka Interview Questions with Answers](https://javarevisited.blogspot.com/2022/03/top-20-apache-kafka-interview-questions.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details Apache Kafka broker architecture, topic partition offsets, and consumer group rebalancing. Live Grounding confirms that event-driven architectures rely heavily on Kafka's message durability and high throughput. This resource supports advanced system design. + - [javarevisited.blogspot.com: Top 20 Apache Kafka Interview Questions with' Answers](https://javarevisited.blogspot.com/2022/03/top-20-apache-kafka-interview-questions.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details Apache Kafka broker architecture, topic partition offsets, and consumer group rebalancing. Live Grounding confirms that event-driven architectures rely heavily on Kafka's message durability and high throughput. This resource supports advanced system design. #### Database Questions - - **(2023)** [artoftesting.com: Top 40 SQL Query Interview Questions and Answers for Practice](https://artoftesting.com/sql-queries-for-interview) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight presents practical database query puzzles focusing on aggregation and nested queries. Live Grounding shows that performance optimization of subqueries is critical for data-intensive positions. It targets practical technical evaluations. - - **(2023)** [intellipaat.com: Top Answers to MySQL Interview Questions](https://intellipaat.com/blog/interview-question/mysql-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight compiles answers to MySQL query optimization, indexing, and storage engine mechanisms. Live Grounding indicates that relational database troubleshooting and index tuning are crucial for high-load systems. This guide assists backend developers. - - **(2022)** [gcreddy.com: SQL Interview Questions and Answers](https://www.gcreddy.com/2022/02/sql-interview-questions-and-answers.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists core SQL syntax questions involving joins, unions, and schema definitions. Live Grounding verifies that relational database fundamentals are mandatory across modern software engineering interviews. It targets junior backend data paths. + - [gcreddy.com: SQL Interview Questions and Answers](https://www.gcreddy.com/2022/02/sql-interview-questions-and-answers.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists core SQL syntax questions involving joins, unions, and schema definitions. Live Grounding verifies that relational database fundamentals are mandatory across modern software engineering interviews. It targets junior backend data paths. + - [artoftesting.com: Top 40 SQL Query Interview Questions and Answers for Practice](https://artoftesting.com/sql-queries-for-interview) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight presents practical database query puzzles focusing on aggregation and nested queries. Live Grounding shows that performance optimization of subqueries is critical for data-intensive positions. It targets practical technical evaluations. + - [intellipaat.com: Top Answers to MySQL Interview Questions](https://intellipaat.com/blog/interview-question/mysql-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight compiles answers to MySQL query optimization, indexing, and storage engine mechanisms. Live Grounding indicates that relational database troubleshooting and index tuning are crucial for high-load systems. This guide assists backend developers. #### DevOps Questions - - **(2023)** [interviewbit.com: Ansible Interview Questions](https://www.interviewbit.com/ansible-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight outlines key Ansible questions covering playbooks, handlers, and inventory structures. Live Grounding highlights Ansible's de-facto role in declarative systems configuration. This guide aids engineers preparing for automation and configuration management interviews. - - **(2023)** [intellipaat.com: Top DevOps Interview Questions – Most Asked](https://intellipaat.com/blog/interview-question/devops-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight maps the end-to-end DevOps loop, integrating CI/CD, deployment, and performance monitoring. Live Grounding validates that DevOps methodologies have shifted toward GitOps and observability frameworks. It prepares engineers for general pipeline design. + - [interviewbit.com: Ansible Interview Questions](https://www.interviewbit.com/ansible-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight outlines key Ansible questions covering playbooks, handlers, and inventory structures. Live Grounding highlights Ansible's de-facto role in declarative systems configuration. This guide aids engineers preparing for automation and configuration management interviews. + - [intellipaat.com: Top DevOps Interview Questions – Most Asked](https://intellipaat.com/blog/interview-question/devops-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight maps the end-to-end DevOps loop, integrating CI/CD, deployment, and performance monitoring. Live Grounding validates that DevOps methodologies have shifted toward GitOps and observability frameworks. It prepares engineers for general pipeline design. #### General Resources - **(2022)** [grow.google: interview warmup](https://grow.google/grow-your-career/articles/interview-tips) [COMMUNITY-TOOL] β€” Curator Insight introduces Google's interactive interview practice engine powered by ML analysis. Live Grounding shows the tool leverages real-time speech-to-text to evaluate domain-specific technical responses. It helps candidates refine behavioral and structural communication. #### Infrastructure as Code - - **(2023)** [interviewbit.com: Terraform Interview Questions](https://www.interviewbit.com/terraform-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight targets key Terraform operations, state files, and workspace structures. Live Grounding confirms Terraform's persistent dominance as the standard for multi-cloud Infrastructure-as-Code. This resource helps candidates validate orchestration and modularization expertise. - - **(2023)** [fosstechnix.com: Top 50 Terraform Cloud Interview Questions and Answers](https://www.fosstechnix.com/terraform-cloud-interview-questions-and-answer) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight covers advanced Terraform Cloud features, Sentinel policies, and VCS run triggers. Live Grounding shows that enterprise environments rely on centralized policy-as-code to enforce infrastructure compliance. This resource prepares candidates for enterprise-scale team environments. - - **(2022)** [simplilearn.com: Top 40 Terraform Interview Questions and Answers for 2022](https://www.simplilearn.com/terraform-interview-questions-and-answers-article) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight focuses on general Terraform syntax, state locking, and basic execution flows. Live Grounding indicates that basic state-management knowledge remains a baseline standard for cloud engineering candidates. It targets entry-level technical interviews. + - [interviewbit.com: Terraform Interview Questions](https://www.interviewbit.com/terraform-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight targets key Terraform operations, state files, and workspace structures. Live Grounding confirms Terraform's persistent dominance as the standard for multi-cloud Infrastructure-as-Code. This resource helps candidates validate orchestration and modularization expertise. + - [simplilearn.com: Top 40 Terraform Interview Questions and Answers for 2022](https://www.simplilearn.com/terraform-interview-questions-and-answers-article) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight focuses on general Terraform syntax, state locking, and basic execution flows. Live Grounding indicates that basic state-management knowledge remains a baseline standard for cloud engineering candidates. It targets entry-level technical interviews. + - [fosstechnix.com: Top 50 Terraform Cloud Interview Questions and Answers](https://www.fosstechnix.com/terraform-cloud-interview-questions-and-answer) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight covers advanced Terraform Cloud features, Sentinel policies, and VCS run triggers. Live Grounding shows that enterprise environments rely on centralized policy-as-code to enforce infrastructure compliance. This resource prepares candidates for enterprise-scale team environments. #### Java Fundamentals - - **(2018)** [javaguides.net: Java main() Method Interview Questions with Answers](https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-answers.html) [GUIDE] [LEGACY] β€” Curator Insight analyzes Java main method syntax, execution, and class loading mechanisms. Live Grounding shows that foundational class-loading theory remains relevant for debugging runtime classpath collisions. This legacy resource serves as an entry guide. + - [javaguides.net: Java main() Method Interview Questions with Answers](https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-answers.html) [GUIDE] [LEGACY] β€” Curator Insight analyzes Java main method syntax, execution, and class loading mechanisms. Live Grounding shows that foundational class-loading theory remains relevant for debugging runtime classpath collisions. This legacy resource serves as an entry guide. #### Java Performance - - **(2021)** [java-success.com: 01: 9 Java low latency interview questions & answers](https://www.java-success.com/writing-low-latency-applications-in-java) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight highlights Java low-latency design, targeting memory structures and thread scheduling. Live Grounding indicates that microsecond execution requirements require garbage-free allocation and lock-free thread patterns. It focuses on specialized financial or heavy telemetry applications. - - **(2021)** [java-success.com: 9 Java Garbage Collection interview questions & answers](https://www.java-success.com/java-garbage-collection-interview-questions-and-answers) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists Java JVM garbage collection algorithms and troubleshooting methods. Live Grounding confirms that modern JVM optimizations, like ZGC, are critical for latency-sensitive cloud-native container workloads. It aids performance optimization engineers. + - [java-success.com: 01: 9 Java low latency interview questions & answers](https://www.java-success.com/writing-low-latency-applications-in-java) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight highlights Java low-latency design, targeting memory structures and thread scheduling. Live Grounding indicates that microsecond execution requirements require garbage-free allocation and lock-free thread patterns. It focuses on specialized financial or heavy telemetry applications. + - [java-success.com: 9 Java Garbage Collection interview questions & answers](https://www.java-success.com/java-garbage-collection-interview-questions-and-answers) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists Java JVM garbage collection algorithms and troubleshooting methods. Live Grounding confirms that modern JVM optimizations, like ZGC, are critical for latency-sensitive cloud-native container workloads. It aids performance optimization engineers. #### Kubernetes Questions - - **(2023)** [intellipaat.com: Top Kubernetes Interview Questions and Answers](https://intellipaat.com/blog/interview-question/kubernetes-interview-questions-answers) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details Kubernetes control plane components, consensus, CNI networking, and CSI integrations. Live Grounding demonstrates that understanding internal communication paths is crucial for diagnosing cluster failures. It supports advanced cloud architects. - - **(2022)** [automationreinvented.blogspot.com: kubernetes posts](https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight indexes tutorials for container orchestration, YAML configurations, and service exposures. Live Grounding shows that structured, hands-on tutorials are preferred for learning declarative infrastructure definitions. This reference maps various lab resources. - - **(2021)** [ymmt2005.hatenablog.com: 47 things that you should know to be a Kubernetes experts (questions + answers)](https://ymmt2005.hatenablog.com/entry/k8s-things) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight reviews 47 critical facets of advanced Kubernetes cluster management and internal mechanisms. Live Grounding reveals that deep scheduling controls, node affinity, and ingress routing are vital for expert operators. It is a highly analytical learning reference. - - **(2021)** [jakubstransky.com: 4 devs by devs: Kubernetes interview question made easy](https://jakubstransky.com/2021/11/05/4-devs-kubernetes-interview-question-made-easy) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight focuses on developer-centric Kubernetes deployments, volume setups, and port forwarding. Live Grounding demonstrates that simplifying cluster configuration files enables faster development cycles. It targets developers deploying containerized code. - - **(2020)** [automationreinvented.blogspot.com: Top 11 kubernetes interview questions for SDET/DevOps SET-02? Kubernetes deployment commands](https://automationreinvented.blogspot.com/2020/10/top-11-kubernetes-interview-questions.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight focuses on basic Kubernetes kubectl commands and simple deployment manifestations. Live Grounding highlights that SDET and junior DevOps roles require direct command familiarity to diagnose running containers. This guide covers basic debugging commands. - - **(2020)** [automationreinvented.blogspot.com: Top 11 Kubernetes interview question and answers for SDET Devops QA SET-01?](https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-question.html) [GUIDE] [LEGACY] β€” Curator Insight presents Kubernetes pod structures, services, and multi-namespace deployments. Live Grounding confirms that setting correct resource limits and liveness probes is vital for application stability. This legacy guide prepares junior engineers. - - **(2020)** [automationreinvented.blogspot.com: Top Interview Question on Kubernetes for SDET/Devops Set-03? ReplicaSet in K8S](https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kubernetes.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight investigates ReplicaSet controller functionality, scaling mechanisms, and selector matching. Live Grounding shows that modern deployments abstract ReplicaSets under Deployments to handle updates smoothly. It details fundamental controller operations. - - **(2019)** [Kubernetes Interview Questions and Answers 2019 2020](https://linux.amitmaheshwari.in/2019/11/kubernetes-interview-questions-and.html) [GUIDE] [LEGACY] β€” Curator Insight focuses on early Kubernetes objects, pods, and container scheduling parameters. Live Grounding validates that core orchestrator architectures have remained highly stable, keeping these legacy concepts relevant. It targets entry-level cluster operations. + - [automationreinvented.blogspot.com: Top 11 kubernetes interview questions' for SDET/DevOps SET-02? Kubernetes deployment commands](https://automationreinvented.blogspot.com/2020/10/top-11-kubernetes-interview-questions.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight focuses on basic Kubernetes kubectl commands and simple deployment manifestations. Live Grounding highlights that SDET and junior DevOps roles require direct command familiarity to diagnose running containers. This guide covers basic debugging commands. + - [Kubernetes Interview Questions and Answers 2019 2020](https://linux.amitmaheshwari.in/2019/11/kubernetes-interview-questions-and.html) [GUIDE] [LEGACY] β€” Curator Insight focuses on early Kubernetes objects, pods, and container scheduling parameters. Live Grounding validates that core orchestrator architectures have remained highly stable, keeping these legacy concepts relevant. It targets entry-level cluster operations. + - [intellipaat.com: Top Kubernetes Interview Questions and Answers](https://intellipaat.com/blog/interview-question/kubernetes-interview-questions-answers) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details Kubernetes control plane components, consensus, CNI networking, and CSI integrations. Live Grounding demonstrates that understanding internal communication paths is crucial for diagnosing cluster failures. It supports advanced cloud architects. + - [automationreinvented.blogspot.com: Top 11 Kubernetes interview question' and answers for SDET Devops QA SET-01?](https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-question.html) [GUIDE] [LEGACY] β€” Curator Insight presents Kubernetes pod structures, services, and multi-namespace deployments. Live Grounding confirms that setting correct resource limits and liveness probes is vital for application stability. This legacy guide prepares junior engineers. + - [ymmt2005.hatenablog.com: 47 things that you should know to be a Kubernetes' experts (questions + answers)](https://ymmt2005.hatenablog.com/entry/k8s-things) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight reviews 47 critical facets of advanced Kubernetes cluster management and internal mechanisms. Live Grounding reveals that deep scheduling controls, node affinity, and ingress routing are vital for expert operators. It is a highly analytical learning reference. + - [automationreinvented.blogspot.com: kubernetes posts](https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight indexes tutorials for container orchestration, YAML configurations, and service exposures. Live Grounding shows that structured, hands-on tutorials are preferred for learning declarative infrastructure definitions. This reference maps various lab resources. + - [jakubstransky.com: 4 devs by devs: Kubernetes interview question made easy](https://jakubstransky.com/2021/11/05/4-devs-kubernetes-interview-question-made-easy) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight focuses on developer-centric Kubernetes deployments, volume setups, and port forwarding. Live Grounding demonstrates that simplifying cluster configuration files enables faster development cycles. It targets developers deploying containerized code. + - [automationreinvented.blogspot.com: Top Interview Question on Kubernetes' for SDET/Devops Set-03? ReplicaSet in K8S](https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kubernetes.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight investigates ReplicaSet controller functionality, scaling mechanisms, and selector matching. Live Grounding shows that modern deployments abstract ReplicaSets under Deployments to handle updates smoothly. It details fundamental controller operations. #### Linux Systems - - **(2021)** [learnsteps.com: DevOps Interview Questions: What do you know about proc filesystem in Linux.](https://www.learnsteps.com/devops-interview-questions-what-do-you-know-about-proc-filesystem-in-linux) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight reviews Linux `/proc` virtual filesystem and its role in monitoring system attributes. Live Grounding shows that understanding system execution states is crucial for troubleshooting container isolation. It targets advanced system-level engineering. + - [learnsteps.com: DevOps Interview Questions: What do you know about proc' filesystem in Linux.](https://www.learnsteps.com/devops-interview-questions-what-do-you-know-about-proc-filesystem-in-linux) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight reviews Linux `/proc` virtual filesystem and its role in monitoring system attributes. Live Grounding shows that understanding system execution states is crucial for troubleshooting container isolation. It targets advanced system-level engineering. #### Microservices Design - - **(2021)** [java67.com: Top 15 Microservices Interview Questions with Answers for 3 to 5 Years Experienced](https://www.java67.com/2021/02/microservices-interview-questions-answers-java-spring.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight presents Spring Boot and Spring Cloud interview questions focusing on service discovery and gateway design. Live Grounding confirms that distributed pattern design is a prerequisite for enterprise system architects. This targets advanced Java microservices roles. + - [java67.com: Top 15 Microservices Interview Questions with Answers for 3' to 5 Years Experienced](https://www.java67.com/2021/02/microservices-interview-questions-answers-java-spring.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight presents Spring Boot and Spring Cloud interview questions focusing on service discovery and gateway design. Live Grounding confirms that distributed pattern design is a prerequisite for enterprise system architects. This targets advanced Java microservices roles. #### QA Automation - - **(2023)** [automationqahub.com: The Ultimate List of Selenium Interview Questions](https://automationqahub.com/latest-selenium-interview-questions-and-answers) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists Selenium WebDriver questions, wait commands, and page models. Live Grounding confirms that Selenium remains a de-facto standard for cross-browser enterprise functional testing. It serves as standard interview preparation for QA engineers. - - **(2023)** [automationqahub.com: Top Software Testing Interview Questions](https://automationqahub.com/popular-software-testing-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight covers testing lifecycles, manual versus automated strategies, and bug reporting flows. Live Grounding verifies that logical testing theory remains key for developing high-coverage validation matrices. It serves as an entry QA overview. - - **(2021)** [automationreinvented.blogspot.com: Top 70 interview questions on Automation Testing-Selenium-TestNG Set-06? TestNG Tricky Interview questions 2021 for SDET-QAE?](https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight analyzes TestNG frameworks, parameter drivers, and parallel browser execution patterns. Live Grounding shows that parallel test suites are critical to reduce build feedback times in CI. This assists enterprise QA engineers. - - **(2020)** [automationreinvented.blogspot.com: Top 30 Interview Questions on Automation Testing - Selenium for SDET/Automation QA?](https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on.html) [GUIDE] [LEGACY] β€” Curator Insight explores typical Selenium exceptions and locator patterns for automation engineers. Live Grounding shows that robust wait configurations are crucial to mitigate flaky tests on dynamic websites. This legacy resource assists junior testers. + - [automationqahub.com: The Ultimate List of Selenium Interview Questions](https://automationqahub.com/latest-selenium-interview-questions-and-answers) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists Selenium WebDriver questions, wait commands, and page models. Live Grounding confirms that Selenium remains a de-facto standard for cross-browser enterprise functional testing. It serves as standard interview preparation for QA engineers. + - [automationreinvented.blogspot.com: Top 30 Interview Questions on Automation' Testing - Selenium for SDET/Automation QA?](https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on.html) [GUIDE] [LEGACY] β€” Curator Insight explores typical Selenium exceptions and locator patterns for automation engineers. Live Grounding shows that robust wait configurations are crucial to mitigate flaky tests on dynamic websites. This legacy resource assists junior testers. + - [automationqahub.com: Top Software Testing Interview Questions](https://automationqahub.com/popular-software-testing-interview-questions) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight covers testing lifecycles, manual versus automated strategies, and bug reporting flows. Live Grounding verifies that logical testing theory remains key for developing high-coverage validation matrices. It serves as an entry QA overview. + - [automationreinvented.blogspot.com: Top 70 interview questions on Automation' Testing-Selenium-TestNG Set-06? TestNG Tricky Interview questions 2021 for SDET-QAE?](https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight analyzes TestNG frameworks, parameter drivers, and parallel browser execution patterns. Live Grounding shows that parallel test suites are critical to reduce build feedback times in CI. This assists enterprise QA engineers. #### Technical Knowledge Vault - - **(2024)** [==github.com/moabukar/tech-vault==](https://github.com/moabukar/tech-vault) ⭐ 3399 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight curates a rich repository containing system design, cheat sheets, and technical books. Live Grounding highlights the repository's massive community popularity for quick-reference cloud architecture learning. It is an extensive reference vault for system administrators. + - [github.com/moabukar/tech-vault](https://github.com/moabukar/tech-vault) ⭐ 3399 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Curator Insight curates a rich repository containing system design, cheat sheets, and technical books. Live Grounding highlights the repository's massive community popularity for quick-reference cloud architecture learning. It is an extensive reference vault for system administrators. #### Version Control - - **(2023)** [intellipaat.com: Top Git Interview Questions And Answers 🌟](https://intellipaat.com/blog/interview-question/git-interview-questions-answers) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists common Git commands, branching models, and version tracking methods. Live Grounding confirms that solid Git branching models are foundational to modern continuous deployment loops. It targets general software engineering roles. - - **(2021)** [automationreinvented.blogspot.com: Top GIT Interview question Set-03 for SDET/Testers/Developers/DevOps?](https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set-03-for.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight addresses interactive Git workflows, rebasing, and trunk-based development commands. Live Grounding verifies that clean commit history management is a key differentiator in senior engineering roles. It supports advanced Git workflows. - - **(2021)** [automationreinvented.blogspot.com: Top 40 GIT Interview Questions and Answers for SDET - DevOps - Automation QA? Useful GIT commands to refer for daily DevOps Tasks?](https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions-and.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight structures forty Git commands for daily automation, continuous integration, and conflict resolutions. Live Grounding shows that git-based automation scripts are standard in modern DevOps deployments. It outlines daily operational scenarios. + - [intellipaat.com: Top Git Interview Questions And Answers 🌟](https://intellipaat.com/blog/interview-question/git-interview-questions-answers) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists common Git commands, branching models, and version tracking methods. Live Grounding confirms that solid Git branching models are foundational to modern continuous deployment loops. It targets general software engineering roles. + - [automationreinvented.blogspot.com: Top GIT Interview question Set-03 for' SDET/Testers/Developers/DevOps?](https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set-03-for.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight addresses interactive Git workflows, rebasing, and trunk-based development commands. Live Grounding verifies that clean commit history management is a key differentiator in senior engineering roles. It supports advanced Git workflows. + - [automationreinvented.blogspot.com: Top 40 GIT Interview Questions and Answers' for SDET - DevOps - Automation QA? Useful GIT commands to refer for daily DevOps Tasks?](https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions-and.html) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight structures forty Git commands for daily automation, continuous integration, and conflict resolutions. Live Grounding shows that git-based automation scripts are standard in modern DevOps deployments. It outlines daily operational scenarios. ## Infrastructure Development ### Software Engineering #### Interviews (1) - - **(2022)** [javarevisited.blogspot.com: Top 20 JSON Interview Questions with Answers for Beginners and Experienced Developers](https://javarevisited.blogspot.com/2022/08/json-interview-questions-with-answers.html) [EN CONTENT] [COMMUNITY-TOOL] β€” A structural review of the most common JSON parsing, serialization, and schema validation questions. Ideal for engineers preparing for backend and integration-focused roles. - [learnsteps.com: DevOps Interview Questions: Important Python questions](https://www.learnsteps.com/devops-interview-questions-important-python-questions) [EN CONTENT] [COMMUNITY-TOOL] β€” A curated technical questionnaire focusing on critical Python behaviors, automation mechanisms, and data parsing. Tailored specifically for validating candidates during DevOps engineering interviews. + - [javarevisited.blogspot.com: Top 20 JSON Interview Questions with Answers' for Beginners and Experienced Developers](https://javarevisited.blogspot.com/2022/08/json-interview-questions-with-answers.html) [EN CONTENT] [COMMUNITY-TOOL] β€” A structural review of the most common JSON parsing, serialization, and schema validation questions. Ideal for engineers preparing for backend and integration-focused roles. #### Python Testing - [Python mini-quiz](http://www.mypythonquiz.com) [EN CONTENT] [COMMUNITY-TOOL] β€” An interactive web-based Python practice quiz designed for continuous integration testing validation. Useful for engineering screening and assessing fundamental coding competency. @@ -111,8 +111,8 @@ #### Cheat Sheets - - **(2023)** [automationqahub.com: The Ultimate Git Cheat Sheet 🌟](https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quick-reference) [COMMUNITY-TOOL] β€” Curator Insight maps out a cheat sheet for rapid Git command lookups, including cherry-picking and stashing. Live Grounding indicates that quick-access reference sheets are highly valued for reducing context switching. This is an efficient reference. + - [automationqahub.com: The Ultimate Git Cheat Sheet 🌟](https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quick-reference) [COMMUNITY-TOOL] β€” Curator Insight maps out a cheat sheet for rapid Git command lookups, including cherry-picking and stashing. Live Grounding indicates that quick-access reference sheets are highly valued for reducing context switching. This is an efficient reference. --- -πŸ’‘ **Explore Related:** [Elearning](./elearning.md) | [Recruitment](./recruitment.md) | [Freelancing](./freelancing.md) +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) diff --git a/v2-docs/introduction.md b/v2-docs/introduction.md index 45768d9d..7ad7e0f6 100644 --- a/v2-docs/introduction.md +++ b/v2-docs/introduction.md @@ -22,64 +22,14 @@ graph TD ``` -## Artificial Intelligence - -### Machine Learning - -#### Google Courses - - - **(2025)** [Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course?hl=es-419) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Google's formal, highly optimized machine learning crash course. Grounding indicates it offers a highly technical path for systems engineers wishing to deploy AI models in container environments. [SPANISH CONTENT] ## Cloud Native Architecture ### Microservices #### Event-Driven Design -??? note "infoq.com: Turning Microservices Inside-Out" - **[Access Resource](https://www.infoq.com/articles/microservices-inside-out)** 🌟🌟🌟🌟 | Level: Advanced - - This foundational architectural piece by Martin Kleppmann argues for treating database tables as streams of changes rather than static silos. By turning the database "inside out" using event streams (like Kafka), microservices can achieve decentralized state management and projection consistency. It bridges the gap between stream processing and relational storage. - -## Container Orchestration - -### Kubernetes Alternatives - -#### Evaluations - - - **(2022)** [thenewstack.io: Do I Really Need Kubernetes?](https://thenewstack.io/do-i-really-need-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A candid architectural decision guide evaluating the complexity, overhead, and maintenance costs of adopting Kubernetes. Offers simpler alternative infrastructure paradigms. -## Networking - -### Web Servers - -#### Nginx - -??? note "Nginx" - **[Access Resource](https://www.f5.com/products/nginx)** 🌟🌟🌟🌟🌟 | Level: Intermediate - - Nginx is the premier high-performance web server, reverse proxy, and ingress standard globally. Its lightweight event-driven design allows it to process high-concurrency traffic patterns with extremely predictable memory and CPU footprints. - -## Platform Engineering - -### Site Reliability Engineering - -#### Foundations - - - **(2024)** [itprotoday.com: Why Site Reliability Engineering Is Key to Modern DevOps](https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-World-Today-combine-with-TechTarget) 🌟 [COMMUNITY-TOOL] β€” An executive analysis examining why SRE architecture is a vital component of any modern, high-density DevOps delivery system trying to limit service down-time. -## Security - -### Cloud Native - -#### Kubernetes Hardening - - - **(2023)** [Kubernetes Security Best Practices: A DevSecOps Perspective](https://www.linkedin.com/top-content/career) [COMMUNITY-TOOL] β€” A DevSecOps assessment explaining key patterns for hardening Kubernetes namespaces. Reviews best practices for securing configuration secrets, configuring network isolation policies, and enforcing runtime container constraints. -## Software Engineering - -### Microservices (1) - -#### Design Patterns - - - **(2023)** [The 12-Factor App: An Updated Guide](https://newsletter.francofernando.com/p/the-12-factor-app-an-updated-guide) [COMMUNITY-TOOL] β€” An updated architectural deep-dive into the Twelve-Factor App methodology. Reviews the classic software principles (like database separations, environment configs, and scaling processes) in modern Kubernetes environments. + - [infoq.com: Turning Microservices Inside-Out](https://www.infoq.com/articles/microservices-inside-out) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” This foundational architectural piece by Martin Kleppmann argues for treating database tables as streams of changes rather than static silos. By turning the database "inside out" using event streams (like Kafka), microservices can achieve decentralized state management and projection consistency. It bridges the gap between stream processing and relational storage. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/istio.md b/v2-docs/istio.md index 6aa5afb5..ea7cfd59 100644 --- a/v2-docs/istio.md +++ b/v2-docs/istio.md @@ -3,40 +3,46 @@ !!! info "Architectural Context" Detailed reference for Istio in the context of Networking & Service Mesh. +## Standard Reference + + - [banzaicloud.com: Istio ingress controller as an API gateway](https://banzaicloud.com/blog/backyards-api-gateway) [COMMUNITY-TOOL] + ## Cloud Infrastructure ### Service Mesh #### Architecture Decisions - - **(2020)** [blog.christianposta.com: Istio as an Example of When Not to Do Microservices](https://blog.christianposta.com/microservices/istio-as-an-example-of-when-not-to-do-microservices) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A classic architectural review using Istio's evolution as a case study. Examines how complex microservice structures can cause over-engineering, tracing Istio's transition back to a unified control plane binary (Istiod). + - [blog.christianposta.com: Istio as an Example of When Not to Do Microservices](https://blog.christianposta.com/microservices/istio-as-an-example-of-when-not-to-do-microservices) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A classic architectural review using Istio's evolution as a case study. Examines how complex microservice structures can cause over-engineering, tracing Istio's transition back to a unified control plane binary (Istiod). #### Comparative Studies - - **(2018)** [thenewstack.io: Kubernetes, Microservices, and Istioβ€Š β€” A Great Fit!](https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great-fit) [EN CONTENT] [COMMUNITY-TOOL] β€” An early architectural post highlighting how Kubernetes, microservices, and Istio fit together to create a secure, observable runtime environment. + - [thenewstack.io: Kubernetes, Microservices, and Istioβ€Š β€” A Great Fit!](https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great-fit) [EN CONTENT] [COMMUNITY-TOOL] β€” An early architectural post highlighting how Kubernetes, microservices, and Istio fit together to create a secure, observable runtime environment. #### Evaluations - - **(2021)** [thenewstack.io - Service Mesh: The Gateway to Cloud Migration](https://thenewstack.io/when-you-need-or-dont-need-service-mesh) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses when a service mesh is actually required during cloud migrations, defining the technical criteria that justify the added operational complexity. + - [thenewstack.io - Service Mesh: The Gateway to Cloud Migration](https://thenewstack.io/when-you-need-or-dont-need-service-mesh) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses when a service mesh is actually required during cloud migrations, defining the technical criteria that justify the added operational complexity. #### Istio Mesh - - **(2026)** [==github.com: Istio==](https://github.com/istio/istio) ⭐ 38213 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The primary codebase for Istio. Houses the high-performance control plane, Envoy configuration logic, security controls, and networking APIs needed for enterprise service mesh setups. - **(2020)** [The Istio project just consolidated its control plane services: Pilot, Citadel, Galley, and the sidecar injector, into a single binary, __Istiod__](https://istio.io/latest/blog/2020/tradewinds-2020/#fewer-moving-parts) [EN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official update documenting the change of Istio's control plane. Highlights how Pilot, Citadel, and Galley were merged into the single, more efficient `Istiod` process. + - [Istio.io](https://istio.io) [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The premier open-source service mesh providing advanced traffic management, end-to-end security, and granular observability. Uses Envoy proxies (via sidecars or Ambient mode) to secure and manage microservice fabrics. + - [github.com: Istio](https://github.com/istio/istio) ⭐ 38213 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The primary codebase for Istio. Houses the high-performance control plane, Envoy configuration logic, security controls, and networking APIs needed for enterprise service mesh setups. #### Legacy Learning Resources - - **(2020)** [github.com/askmeegs/learn-istio 🌟](https://github.com/askmeegs/learn-istio) [EN CONTENT] 🌟 [LEGACY] β€” Practical repository dedicated to learning Istio basics. Note: Lacks recent updates (>4 years inactive), served primarily as a legacy training framework. + - [github.com/askmeegs/learn-istio 🌟](https://github.com/askmeegs/learn-istio) [EN CONTENT] [LEGACY] β€” Practical repository dedicated to learning Istio basics. Note: Lacks recent updates (>4 years inactive), served primarily as a legacy training framework. #### Production Case Studies - - **(2020)** [Riding the Tiger: Lessons Learned Implementing Istio 🌟](https://zwischenzugs.com/2020/05/05/riding-the-tiger-lessons-learned-implementing-istio) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A detailed engineering review of deploying Istio in production. Shares real-world lessons on configuring security policies, debugging network traffic, and balancing mesh performance. + - [Riding the Tiger: Lessons Learned Implementing Istio 🌟](https://zwischenzugs.com/2020/05/05/riding-the-tiger-lessons-learned-implementing-istio) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A detailed engineering review of deploying Istio in production. Shares real-world lessons on configuring security policies, debugging network traffic, and balancing mesh performance. #### Red Hat Integrations - - **(2024)** [Red Hat Developer: Istio Service Mesh](https://developers.redhat.com/topics/service-mesh) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An enterprise guide from Red Hat analyzing how to integrate and secure microservice platforms on OpenShift using Istio Service Mesh configurations. - - **(2020)** [openshift.com: Monitoring Services like an SRE in OpenShift ServiceMesh Part 2: Collecting Standard Metrics 🌟](https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An SRE guide on collecting service mesh metrics within OpenShift, showing how to capture telemetry signals across complex distributed setups. + - **(2020)** [openshift.com: Monitoring Services like an SRE in OpenShift ServiceMesh' Part 2: Collecting Standard Metrics 🌟](https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An SRE guide on collecting service mesh metrics within OpenShift, showing how to capture telemetry signals across complex distributed setups. + - **(2019)** [blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What you should know 🌟](https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-what-you-should-know) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Announces OpenShift Service Mesh, bringing together Istio, Kiali, and Jaeger to provide an integrated, preconfigured microservices security and monitoring workspace. + - [Red Hat Developer: Istio Service Mesh](https://developers.redhat.com/topics/service-mesh) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An enterprise guide from Red Hat analyzing how to integrate and secure microservice platforms on OpenShift using Istio Service Mesh configurations. #### Troubleshooting - **(2021)** [karlstoney.com: Istio 503's with UC's and TCP Fun Times](https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep-dive technical article detailing how to diagnose and resolve Istio 503 errors and connection problems, detailing TCP state machine behavior in microservice networks. #### Tutorials - - **(2025)** [istio.io: Learn Microservices using Kubernetes and Istio 🌟](https://istio.io/latest/docs/examples/microservices-istio) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Authoritative tutorial showing how to design, secure, and route microservice networks within Kubernetes clusters using Istio. - - **(2020)** [dev.to/aurelievache: Understanding Istio: part 1 – Istio Components](https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5) [EN CONTENT] [COMMUNITY-TOOL] β€” An introductory, visual guide breaking down Istio's main components. Explains how the service proxy layer links with control planes to control cluster traffic. + - [dev.to/aurelievache: Understanding Istio: part 1 – Istio Components](https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5) [EN CONTENT] [COMMUNITY-TOOL] β€” An introductory, visual guide breaking down Istio's main components. Explains how the service proxy layer links with control planes to control cluster traffic. + - [istio.io: Learn Microservices using Kubernetes and Istio 🌟](https://istio.io/latest/docs/examples/microservices-istio) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Authoritative tutorial showing how to design, secure, and route microservice networks within Kubernetes clusters using Istio. ## Cloud Native Infrastructure ### Data Plane @@ -45,25 +51,43 @@ ##### Ingress Controllers - - **(2026)** [==Envoy Gateway==](https://github.com/envoyproxy/gateway) ⭐ 2733 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] β€” The official Envoy Gateway project aimed at unifying ingress controller configurations using the Kubernetes Gateway API. Simplifies managing edge proxy deployments, routing rules, TLS terminations, and access logging under a standard, community-supported model. + - [Envoy Gateway](https://github.com/envoyproxy/gateway) ⭐ 2733 [DE FACTO STANDARD] [EMERGING] β€” The official Envoy Gateway project aimed at unifying ingress controller configurations using the Kubernetes Gateway API. Simplifies managing edge proxy deployments, routing rules, TLS terminations, and access logging under a standard, community-supported model. #### Envoy Proxy ##### Installation and Setup - **(2025)** [**getenvoy.io**](https://www.envoyproxy.io/docs/envoy/latest/start/install) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Provides official distribution binaries, bootstrap configurations, and installation processes for the Envoy proxy. Serves as the critical starting point for running standalone proxy instances, learning Envoy configuration syntax, and custom edge ingress scenarios. +##### Official Docs + + - [Envoy](https://www.envoyproxy.io) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The home portal of Envoy, the industry-standard L7 proxy designed specifically for cloud-native services. Acts as the data plane engine for most modern service meshes (including Istio), delivering outstanding network performance, advanced routing, and rich observability. +### Networking + +#### Egress Traffic Control + +##### Case Studies + + - [Controlling outbound traffic from Kubernetes](https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [ENTERPRISE-STABLE] β€” A highly regarded engineering case study by Monzo bank detailing how they designed and operated egress gateways to control and audit outbound traffic. Explains compliance benefits, custom proxy layers, and high-availability engineering patterns. ### Observability #### Distributed Tracing ##### Continuous Profiling - - **(2022)** [**infracloud.io: Linking Traces with Continuous Profiling using Pyroscope**](https://www.infracloud.io/blogs/linking-traces-continuous-profiling-pyroscope) [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” Explores the technical union of distributed tracing and continuous profiling using Pyroscope. Explains how linking execution traces directly with CPU and memory flame graphs enables engineers to find the precise lines of code driving microservice bottlenecks. + - [infracloud.io: Linking Traces with Continuous Profiling using Pyroscope](https://www.infracloud.io/blogs/linking-traces-continuous-profiling-pyroscope) [ADVANCED LEVEL] [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” Explores the technical union of distributed tracing and continuous profiling using Pyroscope. Explains how linking execution traces directly with CPU and memory flame graphs enables engineers to find the precise lines of code driving microservice bottlenecks. +##### Jaeger Platform + + - [jaegertracing.io](https://www.jaegertracing.io) [DOCUMENTATION] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The official gateway for Jaeger, a CNCF-graduated distributed tracing platform. Essential for microservice architectures to monitor transactions, perform root-cause analysis, optimize performance bottlenecks, and visualize complex request propagation paths. ##### OpenTelemetry Integration - - **(2021)** [**hackernoon.com: How To Use OpenTelemetry And Jaeger To Implement Distributed Tracing And APM**](https://hackernoon.com/how-to-use-opentelemetry-and-jaeger-to-implement-distributed-tracing-and-apm-jcx34fi) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A modern guide covering the implementation of standard OpenTelemetry APIs alongside Jaeger. Walks through instrumenting application source code, running OpenTelemetry collectors, and shipping telemetry data to Jaeger for advanced application performance monitoring. + - [hackernoon.com: How To Use OpenTelemetry And Jaeger To Implement Distributed' Tracing And APM](https://hackernoon.com/how-to-use-opentelemetry-and-jaeger-to-implement-distributed-tracing-and-apm-jcx34fi) [ENTERPRISE-STABLE] [GUIDE] β€” A modern guide covering the implementation of standard OpenTelemetry APIs alongside Jaeger. Walks through instrumenting application source code, running OpenTelemetry collectors, and shipping telemetry data to Jaeger for advanced application performance monitoring. ##### Production Deployment - - **(2020)** [hackernoon.com: A Guide to Deploying Jaeger on Kubernetes in Production](https://hackernoon.com/a-guide-to-deploying-jaeger-on-kubernetes-in-production-0p2n3tub) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An operational manual detailing production-grade strategies for deploying Jaeger. Explains the differences between ephemeral, Elasticsearch, and Cassandra storage backends, and details the scaling of Jaeger collectors under intense trace ingestion loads. + - [hackernoon.com: A Guide to Deploying Jaeger on Kubernetes in Production](https://hackernoon.com/a-guide-to-deploying-jaeger-on-kubernetes-in-production-0p2n3tub) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” An operational manual detailing production-grade strategies for deploying Jaeger. Explains the differences between ephemeral, Elasticsearch, and Cassandra storage backends, and details the scaling of Jaeger collectors under intense trace ingestion loads. +#### Log Analysis + +##### Visualization Tools + + - [Kibana](https://www.elastic.co/kibana) [DOCUMENTATION] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The foundational visualization and management interface for the Elastic Stack. Enables operators to search, index, analyze, and construct real-time security dashboards and log analysis patterns for high-throughput microservice applications. ### Service Mesh (1) #### Architecture @@ -73,66 +97,66 @@ - **(2021)** [**jimmysong.io: Understanding the Sidecar Injection, Traffic Intercepting & Routing Process in Istio**](https://jimmysong.io/blog/sidecar-injection-iptables-and-traffic-routing) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A highly detailed architectural breakdown of sidecar container injection and the underlying Linux iptables mechanisms that intercept incoming and outgoing application traffic. Ideal for security audits and troubleshooting complex network configurations. ##### Foundational Concepts - - **(2020)** [**thenewstack.io: Why Do You Need Istio When You Already Have Kubernetes? 🌟**](https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An analytical deep dive examining the key functional limits of native Kubernetes load balancing. Explains how an enterprise service mesh like Istio delivers crucial application-layer networking enhancements, including fine-grained traffic shifting, mTLS, and observability. - - **(2021)** [thenewstack.io: What Is Istio and Why Does Kubernetes Need it? 🌟](https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides a thorough introduction to the core architecture of Istio, explaining the separation of the control plane (istiod) and the data plane (Envoy proxies). Explains the essential value proposition of adopting a service mesh, focusing on centralized security enforcement, resilient communication networks, and platform-level observability. + - [thenewstack.io: Why Do You Need Istio When You Already Have Kubernetes?' 🌟](https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes) [ENTERPRISE-STABLE] [GUIDE] β€” An analytical deep dive examining the key functional limits of native Kubernetes load balancing. Explains how an enterprise service mesh like Istio delivers crucial application-layer networking enhancements, including fine-grained traffic shifting, mTLS, and observability. + - [thenewstack.io: What Is Istio and Why Does Kubernetes Need it? 🌟](https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it) [COMMUNITY-TOOL] [GUIDE] β€” Provides a thorough introduction to the core architecture of Istio, explaining the separation of the control plane (istiod) and the data plane (Envoy proxies). Explains the essential value proposition of adopting a service mesh, focusing on centralized security enforcement, resilient communication networks, and platform-level observability. ##### Hybrid Infrastructure - **(2021)** [tetrate.io: VM to container communications 101](https://tetrate.io/blog) 🌟🌟🌟 [GUIDE] [LEGACY] β€” Investigates the architectural patterns required to bridge legacy virtual machine workloads with containerized services residing in Kubernetes. Demonstrates how modern service meshes extend their control plane to non-containerized environments using WorkloadEntry resources, enabling seamless mutual TLS (mTLS) and uniform traffic control. ##### Sidecarless Architecture - - **(2022)** [==istio.io: Introducing Ambient Mesh==](https://istio.io/latest/blog/2022/introducing-ambient-mesh) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [ENTERPRISE-STABLE] β€” The official announcement of Istio Ambient Mesh, introducing a sidecarless data plane model. Splits mesh tasks into a secure transport layer (ztunnel) and an optional L7 processing layer (waypoint proxies), reducing resource usage and simplifying operational overhead. + - [istio.io: Introducing Ambient Mesh](https://istio.io/latest/blog/2022/introducing-ambient-mesh) [ADVANCED LEVEL] [DE FACTO STANDARD] [EMERGING] [ENTERPRISE-STABLE] β€” The official announcement of Istio Ambient Mesh, introducing a sidecarless data plane model. Splits mesh tasks into a secure transport layer (ztunnel) and an optional L7 processing layer (waypoint proxies), reducing resource usage and simplifying operational overhead. #### GitOps ##### Progressive Delivery - - **(2020)** [**dev.to: A GitOps recipe for Progressive Delivery with Istio 🌟**](https://dev.to/stefanprodan/a-gitops-recipe-for-progressive-delivery-2pa3) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Details a practical architectural recipe for implementing Progressive Delivery using Flagger, Istio, and GitOps workflows. Explains how to automate canary releases, A/B testing, and blue-green deployments based on real-time metrics analyzed from Prometheus. + - [dev.to: A GitOps recipe for Progressive Delivery with Istio 🌟](https://dev.to/stefanprodan/a-gitops-recipe-for-progressive-delivery-2pa3) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Details a practical architectural recipe for implementing Progressive Delivery using Flagger, Istio, and GitOps workflows. Explains how to automate canary releases, A/B testing, and blue-green deployments based on real-time metrics analyzed from Prometheus. #### Industry Analysis ##### Ecosystem Evolution - - **(2021)** [thenewstack.io: Solo.io: Istio Is Winning the Service Mesh War](https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” A historical industry retrospective tracing Istio's path to becoming the dominant service mesh specification. Details the consolidation of the service mesh ecosystem, the donation of Istio to the CNCF, and Solo.io's strategic alignment around Envoy and Istio technologies. + - [thenewstack.io: Solo.io: Istio Is Winning the Service Mesh War](https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war) [CASE STUDY] [COMMUNITY-TOOL] β€” A historical industry retrospective tracing Istio's path to becoming the dominant service mesh specification. Details the consolidation of the service mesh ecosystem, the donation of Istio to the CNCF, and Solo.io's strategic alignment around Envoy and Istio technologies. #### Istio (1) ##### Ingress and Gateways - **(2022)** [**tetrate.io: Using Istio Service Mesh as API Gateway 🌟**](https://tetrate.io/blog/istio-service-mesh-api-gateway) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Explores the technical viability and patterns for utilizing Istio's native Ingress Gateway as an API Gateway solution. Covers standard gateway requirements such as rate limiting, request transformation, CORS policy enforcement, and authentication delegation directly at the perimeter. - - **(2020)** [learncloudnative.com: Attach multiple VirtualServices to Istio Gateway](https://learncloudnative.com/blog/2020-11-23-multiple-vs-gateway) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A practical configuration guide explaining how to attach multiple VirtualService definitions to a singular shared Istio Gateway resource. Demonstrates host-matching strategies and wildcard configurations to safely share ingress infrastructure across distinct namespaces and engineering teams. -##### Learning Resources - - - **(2023)** [**redhat-scholars: istio-tutorial 🌟**](https://github.com/redhat-scholars/istio-tutorial) ⭐ 1207 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A hands-on, scenario-driven learning path designed by Red Hat to introduce developers to Istio's core operational capabilities. Covers basic deployment, routing rules, traffic splitting, dark launches, resilient patterns like circuit breaking, and advanced security configurations using Envoy proxies. + - [learncloudnative.com: Attach multiple VirtualServices to Istio Gateway](https://learncloudnative.com/blog/2020-11-23-multiple-vs-gateway) [COMMUNITY-TOOL] [GUIDE] β€” A practical configuration guide explaining how to attach multiple VirtualService definitions to a singular shared Istio Gateway resource. Demonstrates host-matching strategies and wildcard configurations to safely share ingress infrastructure across distinct namespaces and engineering teams. ##### Release Analysis - - **(2021)** [thenewstack.io: Istio 1.10 Improves Scalability and Revision Control](https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control) 🌟🌟 [LEGACY] β€” Highlights the key technical improvements delivered in the Istio 1.10 release, with a strong focus on canary control plane upgrades, safer discovery mechanisms, and memory consumption optimizations. Shows how sidecar injection was streamlined to minimize workload disruption. + - [thenewstack.io: Istio 1.10 Improves Scalability and Revision Control](https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control) [LEGACY] β€” Highlights the key technical improvements delivered in the Istio 1.10 release, with a strong focus on canary control plane upgrades, safer discovery mechanisms, and memory consumption optimizations. Shows how sidecar injection was streamlined to minimize workload disruption. ##### Security and Encryption - - **(2021)** [samos-it.com: Securing Redis with Istio TLS origination](https://samos-it.com/posts/securing-redis-istio-tls-origniation-termination.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A technical guide illustrating how to configure Istio to automatically perform TLS origination for traffic destined for a Redis database cluster. Explains the ServiceEntry and DestinationRule patterns required to secure transport-layer communications with external data systems. + - [samos-it.com: Securing Redis with Istio TLS origination](https://samos-it.com/posts/securing-redis-istio-tls-origniation-termination.html) [COMMUNITY-TOOL] [GUIDE] β€” A technical guide illustrating how to configure Istio to automatically perform TLS origination for traffic destined for a Redis database cluster. Explains the ServiceEntry and DestinationRule patterns required to secure transport-layer communications with external data systems. ##### Traffic Management - - **(2020)** [solo.io: Learn how to rate limit requests in Istio 🌟](https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-service-mesh) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An in-depth architectural guide on implementing rate limiting policies within an Istio service mesh topology. Explains the integration of Envoy's rate-limiting service with Istio's custom resource definitions. Provides concrete configuration patterns for EnvoyFilter and external rate limit service deployments to enforce global and local limits. + - [solo.io: Learn how to rate limit requests in Istio 🌟](https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-service-mesh) [COMMUNITY-TOOL] [GUIDE] β€” An in-depth architectural guide on implementing rate limiting policies within an Istio service mesh topology. Explains the integration of Envoy's rate-limiting service with Istio's custom resource definitions. Provides concrete configuration patterns for EnvoyFilter and external rate limit service deployments to enforce global and local limits. #### Istio Distributions +##### Red Hat OpenShift + + - [Maistra.io](https://maistra.io) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” The home portal for Maistra, the open-source upstream project that powers Red Hat OpenShift Service Mesh. Provides a tailored package of Istio, Jaeger, Kiali, and Envoy adapted specifically for multi-tenant, secure enterprise OpenShift deployments. ##### Source Code - - **(2023)** [github.com: Maistra Istio](https://github.com/maistra/istio) ⭐ 94 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The official GitHub repository for Maistra's modified Istio control plane code. Optimized for multi-tenancy support, advanced security policies, and tight integration within OpenShift environments. -#### Learning Resources (1) + - [github.com: Maistra Istio](https://github.com/maistra/istio) ⭐ 94 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The official GitHub repository for Maistra's modified Istio control plane code. Optimized for multi-tenancy support, advanced security policies, and tight integration within OpenShift environments. +#### Learning Resources ##### Comprehensive Courses - - **(2021)** [**freecodecamp.org: Learn Istio – How to Manage, Monitor, and Secure Microservices 🌟**](https://www.freecodecamp.org/news/learn-istio-manage-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An extensive, entry-to-expert guide detailing the core pillars of the Istio service mesh. Covers deployment basics, setting up comprehensive traffic routing, enabling secure intra-mesh mutual TLS, and configuring Prometheus and Kiali for robust monitoring. + - [freecodecamp.org: Learn Istio – How to Manage, Monitor, and Secure Microservices' 🌟](https://www.freecodecamp.org/news/learn-istio-manage-microservices) [ENTERPRISE-STABLE] [GUIDE] β€” An extensive, entry-to-expert guide detailing the core pillars of the Istio service mesh. Covers deployment basics, setting up comprehensive traffic routing, enabling secure intra-mesh mutual TLS, and configuring Prometheus and Kiali for robust monitoring. ##### Video Guides - - **(2021)** [**youtube: Istio & Service Mesh - simply explained in 15 mins 🌟**](https://www.youtube.com/watch?v=16fgzklcF7Y&ab_channel=TechWorldwithNana) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An exceptionally clear, highly visual tutorial introducing the fundamental concepts of service mesh architectures, specifically focusing on Istio. Walks through sidecar injection, traffic management, and security benefits in an accessible format optimized for rapid onboarding. + - [youtube: Istio & Service Mesh - simply explained in 15 mins 🌟](https://www.youtube.com/watch?v=16fgzklcF7Y&ab_channel=TechWorldwithNana) [ENTERPRISE-STABLE] [GUIDE] β€” An exceptionally clear, highly visual tutorial introducing the fundamental concepts of service mesh architectures, specifically focusing on Istio. Walks through sidecar injection, traffic management, and security benefits in an accessible format optimized for rapid onboarding. #### Multi-Cluster ##### Automation Tools - - **(2024)** [**istio-ecosystem/admiral**](https://github.com/istio-ecosystem/admiral) ⭐ 636 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An active Istio-ecosystem tool that automates multi-cluster configuration management. Eliminates the need to manually configure ServiceEntries and DNS across clusters, programmatically stitching distinct meshes together for transparent scale. + - [istio-ecosystem/admiral](https://github.com/istio-ecosystem/admiral) ⭐ 636 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An active Istio-ecosystem tool that automates multi-cluster configuration management. Eliminates the need to manually configure ServiceEntries and DNS across clusters, programmatically stitching distinct meshes together for transparent scale. ##### Management Planes - - **(2021)** [thenewstack.io: Multicluster Management with Kubernetes and Istio](https://thenewstack.io/multicluster-management-with-kubernetes-and-istio) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explores the core design trade-offs of deploying multi-cluster Istio topologies, comparing primary-remote and multi-primary architectures. Discusses DNS resolution, secure gateway transit, and the consolidation of global service registries across heterogeneous cloud providers. + - [thenewstack.io: Multicluster Management with Kubernetes and Istio](https://thenewstack.io/multicluster-management-with-kubernetes-and-istio) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Explores the core design trade-offs of deploying multi-cluster Istio topologies, comparing primary-remote and multi-primary architectures. Discusses DNS resolution, secure gateway transit, and the consolidation of global service registries across heterogeneous cloud providers. ##### Testing and Simulation - - **(2021)** [**piotrminkowski.com: Multicluster Traffic Mirroring with Istio and Kind**](https://piotrminkowski.com/2021/07/12/multicluster-traffic-mirroring-with-istio-and-kind) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Provides a complete local lab configuration demonstrating how to execute multi-cluster traffic mirroring using Istio deployed on Kind (Kubernetes-in-Docker) instances. Teaches engineers how to route safe read-only shadow traffic from a primary cluster to a remote secondary cluster. + - [piotrminkowski.com: Multicluster Traffic Mirroring with Istio and Kind](https://piotrminkowski.com/2021/07/12/multicluster-traffic-mirroring-with-istio-and-kind) [ENTERPRISE-STABLE] [GUIDE] β€” Provides a complete local lab configuration demonstrating how to execute multi-cluster traffic mirroring using Istio deployed on Kind (Kubernetes-in-Docker) instances. Teaches engineers how to route safe read-only shadow traffic from a primary cluster to a remote secondary cluster. ##### Traffic Management (1) - **(2021)** [tetrate.io: Multicluster Management with Kubernetes and Istio 🌟](https://tetrate.io/blog/what-is-istio-and-why-does-kubernetes-need-it) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Analyzes the complexities of coordinating multiple distinct Kubernetes clusters using a unified Istio service mesh strategy. Focuses on address space translation, cross-cluster routing topology design, and managing service-to-service mTLS boundaries across networks. @@ -143,10 +167,10 @@ - **(2021)** [sysdig.com: How to monitor Istio, the Kubernetes service mesh](https://www.sysdig.com/blog/monitor-istio) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive guide to obtaining full observability into the Istio control plane (istiod) and data plane (Envoy sidecars). Walks through configuring Prometheus metrics, Grafana dashboards, and Sysdig Monitor to track golden signals such as latency, errors, traffic saturation, and routing health. ##### Source Code (1) - - **(2026)** [==github.com: kiali==](https://github.com/kiali/kiali) ⭐ 3613 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The source repository for Kiali, an indispensable observability dashboard. Provides real-time interactive topologies, configuration validation, and native wizard-based creations of complex traffic routing mechanisms directly within Istio. + - [github.com: kiali](https://github.com/kiali/kiali) ⭐ 3613 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The source repository for Kiali, an indispensable observability dashboard. Provides real-time interactive topologies, configuration validation, and native wizard-based creations of complex traffic routing mechanisms directly within Istio. ##### Troubleshooting (1) - - **(2021)** [itnext.io: Find issues in your Istio mesh with Kiali](https://itnext.io/find-issues-in-your-istio-mesh-with-kiali-89d37d5e1fb1) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Demonstrates how to diagnose, troubleshoot, and fix misconfigured routing rules and service-to-service communication failures using Kiali. Teaches developers how to read the visual topological graph to pinpoint bottlenecks and broken security boundaries. + - [itnext.io: Find issues in your Istio mesh with Kiali](https://itnext.io/find-issues-in-your-istio-mesh-with-kiali-89d37d5e1fb1) [COMMUNITY-TOOL] [GUIDE] β€” Demonstrates how to diagnose, troubleshoot, and fix misconfigured routing rules and service-to-service communication failures using Kiali. Teaches developers how to read the visual topological graph to pinpoint bottlenecks and broken security boundaries. ##### Visualization - **(2025)** [==kiali.io==](https://kiali.io) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The home portal for Kiali, the de facto standard visual console for Istio service mesh topologies. It aggregates Prometheus metrics, Jaeger traces, and Istio configurations to display active traffic flows, circuit breakers, and network health anomalies. @@ -154,28 +178,28 @@ ##### Lifecycle Management - - **(2021)** [**solo.io: Upgrading Istio without Downtime**](https://www.solo.io/blog/upgrading-istio-without-downtime) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A mission-critical operational guide for performing seamless, zero-downtime upgrades of the Istio service mesh in production environments. Details the canary upgrade process (revision tags) for both the control plane (istiod) and long-running Envoy sidecar data planes. + - [solo.io: Upgrading Istio without Downtime](https://www.solo.io/blog/upgrading-istio-without-downtime) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” A mission-critical operational guide for performing seamless, zero-downtime upgrades of the Istio service mesh in production environments. Details the canary upgrade process (revision tags) for both the control plane (istiod) and long-running Envoy sidecar data planes. #### Performance ##### eBPF Acceleration - - **(2022)** [**istio.io: Merbridge - Accelerate your mesh with eBPF**](https://istio.io/latest/blog/2022/merbridge) [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” Introduces Merbridge, an open-source tool utilizing eBPF to optimize network routing within service meshes. Shows how replacing standard iptables redirection rules with eBPF sockops can significantly bypass TCP/IP stack overhead and lower pod-to-pod latency. + - [istio.io: Merbridge - Accelerate your mesh with eBPF](https://istio.io/latest/blog/2022/merbridge) [ADVANCED LEVEL] [EMERGING] [ENTERPRISE-STABLE] β€” Introduces Merbridge, an open-source tool utilizing eBPF to optimize network routing within service meshes. Shows how replacing standard iptables redirection rules with eBPF sockops can significantly bypass TCP/IP stack overhead and lower pod-to-pod latency. #### Security ##### Authentication and Authorization - - **(2021)** [thenewstack.io: Securing Istio Workloads with Auth0](https://thenewstack.io/securing-istio-workloads-with-auth0) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A tutorial walking through the implementation of JSON Web Token (JWT) validation at the service mesh edge. Shows how to integrate external identity providers like Auth0 with Istio's RequestAuthentication and AuthorizationPolicy CRDs to secure API endpoints. + - [thenewstack.io: Securing Istio Workloads with Auth0](https://thenewstack.io/securing-istio-workloads-with-auth0) [COMMUNITY-TOOL] [GUIDE] β€” A tutorial walking through the implementation of JSON Web Token (JWT) validation at the service mesh edge. Shows how to integrate external identity providers like Auth0 with Istio's RequestAuthentication and AuthorizationPolicy CRDs to secure API endpoints. #### Traffic Management (2) ##### High Availability - - **(2021)** [**istio.io: Configuring failover for external services**](https://istio.io/latest/blog/2021/external-locality-failover) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An authoritative guide from the official Istio project explaining how to construct locality-aware failover routing rules for external integrations. Details the interplay between ServiceEntry definitions, DestinationRules, and Envoy's outlier detection mechanics to achieve dynamic failover. + - [istio.io: Configuring failover for external services](https://istio.io/latest/blog/2021/external-locality-failover) [DOCUMENTATION] [ENTERPRISE-STABLE] [GUIDE] β€” An authoritative guide from the official Istio project explaining how to construct locality-aware failover routing rules for external integrations. Details the interplay between ServiceEntry definitions, DestinationRules, and Envoy's outlier detection mechanics to achieve dynamic failover. ##### Traffic Shaping - - **(2020)** [itnext.io: Taffic Shaping - Kubernetes & Istio | Daniele Polencic](https://itnext.io/traffic-shaping-with-kubernetes-and-istio-7e44fbfca200) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Demonstrates practical scenarios for traffic shaping and network manipulation utilizing Istio's VirtualServices and DestinationRules. Covers key microservice patterns including rate limiting, service delays, fault injection, and custom routing configurations. + - [itnext.io: Taffic Shaping - Kubernetes & Istio | Daniele Polencic](https://itnext.io/traffic-shaping-with-kubernetes-and-istio-7e44fbfca200) [COMMUNITY-TOOL] [GUIDE] β€” Demonstrates practical scenarios for traffic shaping and network manipulation utilizing Istio's VirtualServices and DestinationRules. Covers key microservice patterns including rate limiting, service delays, fault injection, and custom routing configurations. ##### gRPC Load Balancing - - **(2020)** [**useanvil.com: Load balancing gRPC in Kubernetes with Istio**](https://www.useanvil.com/blog/engineering/load-balancing-grpc-in-kubernetes-with-istio) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Explores the specific challenges of load balancing HTTP/2 and gRPC connections in Kubernetes environments, where traditional L4 load balancers fail. Demonstrates how Istio performs true request-level L7 load balancing to evenly distribute traffic across backends. + - [useanvil.com: Load balancing gRPC in Kubernetes with Istio](https://www.useanvil.com/blog/engineering/load-balancing-grpc-in-kubernetes-with-istio) [ENTERPRISE-STABLE] [GUIDE] β€” Explores the specific challenges of load balancing HTTP/2 and gRPC connections in Kubernetes environments, where traditional L4 load balancers fail. Demonstrates how Istio performs true request-level L7 load balancing to evenly distribute traffic across backends. ## Cloud Providers ### AWS @@ -184,16 +208,19 @@ ##### Service Mesh (2) - - **(2019)** [allthingsdistributed.com: Redefining application communications with AWS App Mesh](https://www.allthingsdistributed.com/2019/03/redefining-application-communications-with-aws-app-mesh.html) 🌟🌟🌟 [LEGACY] β€” This foundational article by AWS CTO Werner Vogels outlines the initial design philosophy of AWS App Mesh. While historically valuable for understanding multi-tenant application boundaries across ECS and EKS, the service was officially deprecated in 2024. Teams are heavily advised to migrate to modern alternatives like VPC Lattice. -## Networking + - [allthingsdistributed.com: Redefining application communications with AWS' App Mesh](https://www.allthingsdistributed.com/2019/03/redefining-application-communications-with-aws-app-mesh.html) [LEGACY] β€” This foundational article by AWS CTO Werner Vogels outlines the initial design philosophy of AWS App Mesh. While historically valuable for understanding multi-tenant application boundaries across ECS and EKS, the service was officially deprecated in 2024. Teams are heavily advised to migrate to modern alternatives like VPC Lattice. +## Networking (1) ### Service Mesh (3) #### Istio (2) +##### Implementation + + - [Implementing Istio From Start To Finish](https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish) [COMMUNITY-TOOL] [GUIDE] β€” An implementation guide mapping out the lifecycle steps required to deploy, secure, and operate an Istio service mesh in enterprise environments. It provides structured insights on handling namespace injection, ambient mesh considerations, and mutual TLS enforcement. ##### Performance Testing - - **(2025)** [**Istio Performance/Stability Testing**](https://github.com/istio/tools/blob/master/perf/README.md) ⭐ 372 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official benchmarking and performance analysis framework from the Istio project. It contains test suites designed to help platform engineers run automated stability checks, identify Envoy memory leakage, and measure sidecar-added latency under synthetic load conditions. + - [Istio Performance/Stability Testing](https://github.com/istio/tools/blob/master/perf/README.md) ⭐ 372 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” The official benchmarking and performance analysis framework from the Istio project. It contains test suites designed to help platform engineers run automated stability checks, identify Envoy memory leakage, and measure sidecar-added latency under synthetic load conditions. ## Observability (2) ### Service Mesh (4) @@ -202,8 +229,8 @@ ##### gRPC Monitoring - - **(2021)** [itnext.io: Observing gRPC-based Microservices on Amazon EKS running Istio](https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio-77ba90dd8cc0) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A deep dive tutorial explaining telemetry configuration for gRPC-based microservices on Amazon EKS running Istio. Offers practical configurations for capturing service-to-service call latency, tracing headers, and standard Envoy metrics at the pod boundary. + - [itnext.io: Observing gRPC-based Microservices on Amazon EKS running Istio](https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio-77ba90dd8cc0) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep dive tutorial explaining telemetry configuration for gRPC-based microservices on Amazon EKS running Istio. Offers practical configurations for capturing service-to-service call latency, tracing headers, and standard Envoy metrics at the pod boundary. --- -πŸ’‘ **Explore Related:** [Caching](./caching.md) | [Servicemesh](./servicemesh.md) | [Kubernetes Networking](./kubernetes-networking.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md) diff --git a/v2-docs/java-and-java-performance-optimization.md b/v2-docs/java-and-java-performance-optimization.md index 762351ea..b89f81c9 100644 --- a/v2-docs/java-and-java-performance-optimization.md +++ b/v2-docs/java-and-java-performance-optimization.md @@ -12,72 +12,82 @@ - **(2025)** [TecnologΓ­as de Heap-Offloading son EHcache, Memcached, Jillegal library, etc.](http://ehcache.org) [ES CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Robust, standards-compliant Java caching library supporting off-heap storage to bypass JVM Garbage Collection overhead. Crucial for high-throughput microservices requiring low-latency data access. [SPANISH CONTENT] #### Kubernetes Integration - - **(2024)** [piotrminkowski.com: Java Flight Recorder on Kubernetes](https://piotrminkowski.com/2024/02/13/java-flight-recorder-on-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Excellent architectural guide demonstrating how to continuously profile Java applications running on Kubernetes with Java Flight Recorder (JFR) and JDK Mission Control. Uses declarative setups for modern container observation. + - [piotrminkowski.com: Java Flight Recorder on Kubernetes](https://piotrminkowski.com/2024/02/13/java-flight-recorder-on-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Excellent architectural guide demonstrating how to continuously profile Java applications running on Kubernetes with Java Flight Recorder (JFR) and JDK Mission Control. Uses declarative setups for modern container observation. #### Memory Management - **(2014)** [Cambios importantes en la gestiΓ³n de memoria de Java 8 de Oracle](http://karunsubramanian.com/websphere/one-important-change-in-memory-management-in-java-8) [ES CONTENT] [GUIDE] [GUIDE] [LEGACY] β€” Explores the structural transition in Java 8 memory management, highlighting the replacement of PermGen with Metaspace. Critical for understanding modern JVM memory behavior. [SPANISH CONTENT] - **(2013)** [PermGen eliminado](http://www.infoq.com/articles/Java-PERMGEN-Removed) [ES CONTENT] [GUIDE] [LEGACY] β€” Deep-dive InfoQ article outlining the removal of the Permanent Generation (PermGen) in favor of Metaspace. Provides precise technical context on tuning flags and garbage collection changes. [SPANISH CONTENT] - **(2011)** [How Garbage Collection differs in the three big JVMs](http://apmblog.dynatrace.com/2011/05/11/how-garbage-collection-differs-in-the-three-big-jvms) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [LEGACY] β€” A detailed comparison of Garbage Collection strategies across HotSpot, JRockit, and IBM J9 JVMs. Highly valuable for understanding historical differences in memory compaction and pause times. - - **(2011)** [javarevisited.blogspot.com: How Garbage Collection works in Java? Explained (2011)](https://javarevisited.blogspot.com/2011/04/garbage-collection-in-java.html) [EN CONTENT] [GUIDE] [GUIDE] [LEGACY] β€” A fundamental guide detailing Java Garbage Collection mechanics, generational hypothesis, and basic GC algorithms. Ideal for building baseline knowledge of JVM memory structures. + - [javarevisited.blogspot.com: How Garbage Collection works in Java? Explained' (2011)](https://javarevisited.blogspot.com/2011/04/garbage-collection-in-java.html) [EN CONTENT] [GUIDE] [GUIDE] [LEGACY] β€” A fundamental guide detailing Java Garbage Collection mechanics, generational hypothesis, and basic GC algorithms. Ideal for building baseline knowledge of JVM memory structures. #### Performance Tuning - - **(2020)** [**developers.redhat.com: Collect JDK Flight Recorder events at runtime with JMC Agent 🌟**](https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events-at-runtime-with-jmc-agent) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Demonstrates using the JDK Mission Control (JMC) Agent to dynamically inject JFR events into running JVMs. Enables real-time production diagnostics with near-zero overhead. - - **(2015)** [Jillegal OffHeap Module](https://github.com/serkan-ozal/jillegal) [EN CONTENT] 🌟 [COMMUNITY-TOOL] [EMERGING] [LEGACY] β€” An experimental library designed to bypass standard JVM memory allocation by managing objects off-heap. Note: This project is archived and has been inactive for over 4 years; it is recommended for historical study rather than production use. - - **(2024)** [Byteman](https://byteman.jboss.org) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A highly flexible bytecode injection tool that simplifies tracing, monitoring, and chaos testing in Java applications. Uses side-loaded rules to inject diagnostics without rebuilding code. - - **(2021)** [developers.redhat.com: A faster way to access JDK Flight Recorder data](https://developers.redhat.com/articles/2021/11/23/faster-way-access-jdk-flight-recorder-data) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Explores programmatic, low-latency access to JDK Flight Recorder data streams at runtime. Provides architecture blueprints for exporting profiling telemetry directly into external APM platforms. - - **(2020)** [developers.redhat.com: Checkpointing Java from outside of Java](https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of-java) [EN CONTENT] [GUIDE] [EMERGING] [GUIDE] β€” Introduces techniques to checkpoint running Java processes from the OS level using CRIU. Essential groundwork for achieving instant-start capabilities in containerized Java serverless workloads. - **(2014)** [Free eGuide: JVM Troubleshooting Guide](http://freepromagazine.blogspot.de/2014/07/free-eguide-jvm-troubleshooting-guide.html) [EN CONTENT] [GUIDE] [GUIDE] [LEGACY] β€” A legacy JVM troubleshooting guide covering common performance pitfalls, memory issues, and GC analysis patterns. Offers foundational reference value despite its age. + - [tier1app.com](https://tier1app.com) [EN CONTENT] [ENTERPRISE-STABLE] β€” A dedicated APM tool for analyzing Java thread dumps and performance. Provides automated diagnostics for thread contention and deadlocks to optimize JVM application responsiveness. + - [fastthread.io](https://fastthread.io) [EN CONTENT] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Industrial-grade online Java thread dump analyzer that uses AI diagnostics to identify CPU spikes, thread leaks, and deadlock patterns. Essential for post-mortem analysis of containerized JVM workloads. + - [gceasy.io](https://gceasy.io) [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Machine-learning powered JVM Garbage Collection log analyzer. Automates the detection of memory leaks, GC pauses, and heap sizing misconfigurations, offering actionable recommendations for optimization. + - [heaphero.io](https://heaphero.io) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An automated cloud-based JVM heap dump analyzer built to parse large memory dumps quickly. Detects memory leaks and optimizes data structure footprints to resolve OutOfMemoryError crashes. + - [Jillegal OffHeap Module](https://github.com/serkan-ozal/jillegal) [EN CONTENT] [COMMUNITY-TOOL] [EMERGING] [LEGACY] β€” An experimental library designed to bypass standard JVM memory allocation by managing objects off-heap. Note: This project is archived and has been inactive for over 4 years; it is recommended for historical study rather than production use. + - [Byteman](https://byteman.jboss.org) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A highly flexible bytecode injection tool that simplifies tracing, monitoring, and chaos testing in Java applications. Uses side-loaded rules to inject diagnostics without rebuilding code. + - [developers.redhat.com: Collect JDK Flight Recorder events at runtime with' JMC Agent 🌟](https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events-at-runtime-with-jmc-agent) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Demonstrates using the JDK Mission Control (JMC) Agent to dynamically inject JFR events into running JVMs. Enables real-time production diagnostics with near-zero overhead. + - [developers.redhat.com: Checkpointing Java from outside of Java](https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of-java) [EN CONTENT] [GUIDE] [EMERGING] [GUIDE] β€” Introduces techniques to checkpoint running Java processes from the OS level using CRIU. Essential groundwork for achieving instant-start capabilities in containerized Java serverless workloads. + - [developers.redhat.com: A faster way to access JDK Flight Recorder data](https://developers.redhat.com/articles/2021/11/23/faster-way-access-jdk-flight-recorder-data) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Explores programmatic, low-latency access to JDK Flight Recorder data streams at runtime. Provides architecture blueprints for exporting profiling telemetry directly into external APM platforms. ## Infrastructure Integration ### Local Development #### Networking - - **(2021)** [vladmihalcea.com: How to tunnel localhost to the public Internet](https://vladmihalcea.com/tunnel-localhost-public-internet) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A practical walkthrough on exposing local servers to the public internet using tools like ngrok. Facilitates rapid debugging of external webhooks and third-party APIs during local microservices development. + - [vladmihalcea.com: How to tunnel localhost to the public Internet](https://vladmihalcea.com/tunnel-localhost-public-internet) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A practical walkthrough on exposing local servers to the public internet using tools like ngrok. Facilitates rapid debugging of external webhooks and third-party APIs during local microservices development. ## Runtime Optimizations ### Application Architecture #### Caching Strategies - - **(2021)** [vladmihalcea.com: Caching best practices](https://vladmihalcea.com/caching-best-practices) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Advanced guidelines on data caching layers. Focuses on cache eviction strategies, write-through sync, and invalidation consistency protocols in microservices. + - [vladmihalcea.com: Caching best practices](https://vladmihalcea.com/caching-best-practices) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Advanced guidelines on data caching layers. Focuses on cache eviction strategies, write-through sync, and invalidation consistency protocols in microservices. #### Persistence Layer - - **(2022)** [vladmihalcea.com: 14 High-Performance Java Persistence Tips](https://vladmihalcea.com/14-high-performance-java-persistence-tips) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” In-depth checklist to optimize JDBC, Hibernate, and JPA operations. Discusses query batching, dirty checking, dynamic sorting, and connection pool sizing. + - [vladmihalcea.com: 14 High-Performance Java Persistence Tips](https://vladmihalcea.com/14-high-performance-java-persistence-tips) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” In-depth checklist to optimize JDBC, Hibernate, and JPA operations. Discusses query batching, dirty checking, dynamic sorting, and connection pool sizing. ### JVM Tuning #### Garbage Collection - - **(2021)** [developers.redhat.com: Shenandoah garbage collection in OpenJDK 16: Concurrent reference processing](https://developers.redhat.com/articles/2021/05/20/shenandoah-garbage-collection-openjdk-16-concurrent-reference-processing) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep dive into OpenJDK 16's concurrent reference processing in the Shenandoah Garbage Collector. Discusses structural barrier enhancements that limit GC pauses to sub-milliseconds. - - **(2021)** [developers.redhat.com: How to choose the best Java garbage collector](https://developers.redhat.com/articles/2021/11/02/how-choose-best-java-garbage-collector) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architect guide comparing major modern GCs (G1, ZGC, Shenandoah) against application profiles to balance maximum throughput, latency tolerances, and system memory. + - **(2016)** [jenkins.io - Tuning Jenkins GC For Responsiveness and Stability with Large Instances 🌟](https://www.jenkins.io/blog/2016/11/21/gc-tuning) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Landmark analytical study detailing optimized GC settings for massive scale Jenkins controller instances. Discusses keeping response times low under heavy CI execution queues. + - [developers.redhat.com: Shenandoah garbage collection in OpenJDK 16: Concurrent' reference processing](https://developers.redhat.com/articles/2021/05/20/shenandoah-garbage-collection-openjdk-16-concurrent-reference-processing) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep dive into OpenJDK 16's concurrent reference processing in the Shenandoah Garbage Collector. Discusses structural barrier enhancements that limit GC pauses to sub-milliseconds. + - [kstefanj.github.io: GC progress from JDK 8 to JDK 17](https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Empirical performance benchmarks tracking G1GC, ParallelGC, ZGC, and Shenandoah collection efficiency improvements from Java SE 8 through LTS 17. + - [developers.redhat.com: How to choose the best Java garbage collector](https://developers.redhat.com/articles/2021/11/02/how-choose-best-java-garbage-collector) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architect guide comparing major modern GCs (G1, ZGC, Shenandoah) against application profiles to balance maximum throughput, latency tolerances, and system memory. #### Language Fundamentals - - **(2023)** [linkedin.com/pulse: Difference between Executor, ExecutorService, and Executors class in Java!](https://www.linkedin.com/pulse/difference-between-executor-executorservice-executors-omar-ismail) [EN CONTENT] [COMMUNITY-TOOL] β€” Clarifies functional differences in the Java Concurrency Framework interface hierarchy. Highlights thread pooling strategies and execution submission lifecycles. - - **(2022)** [freecodecamp.org: Learn the Basics of Java Programming](https://www.freecodecamp.org/news/learn-the-basics-of-java-programming) [EN CONTENT] [COMMUNITY-TOOL] β€” Beginner-centric handbook focusing on OOP concepts, procedural mechanics, and structural paradigms inside the Java virtual machine environment. - - **(2022)** [freecodecamp.org: Advanced Object-Oriented Programming in Java – Full Book](https://www.freecodecamp.org/news/object-oriented-programming-in-java) [EN CONTENT] [COMMUNITY-TOOL] β€” Detailed technical book-style guide exploring advanced object-oriented paradigms. Focuses on design patterns, polymorphic interfaces, and encapsulation policies. - - **(2022)** [freecodecamp.org: How to Write Unit Tests in Java](https://www.freecodecamp.org/news/java-unit-testing) [EN CONTENT] [COMMUNITY-TOOL] β€” Walkthrough covering JUnit 5 framework testing. Focuses on parameterized tests, Mockito integration, and code coverage reporting in build cycles. - - **(2018)** [javarevisited.blogspot.com: 10 Things Java Programmers Should Learn in 2022](https://javarevisited.blogspot.com/2017/12/10-things-java-programmers-should-learn.html) [EN CONTENT] [COMMUNITY-TOOL] β€” Highlights classic competencies for advanced Java engineers, such as concurrency paradigms, GC tuning, microservices, and modern framework shifts. + - [javarevisited.blogspot.com: 10 Things Java Programmers Should Learn in 2022](https://javarevisited.blogspot.com/2017/12/10-things-java-programmers-should-learn.html) [EN CONTENT] [COMMUNITY-TOOL] β€” Highlights classic competencies for advanced Java engineers, such as concurrency paradigms, GC tuning, microservices, and modern framework shifts. + - [freecodecamp.org: Learn the Basics of Java Programming](https://www.freecodecamp.org/news/learn-the-basics-of-java-programming) [EN CONTENT] [COMMUNITY-TOOL] β€” Beginner-centric handbook focusing on OOP concepts, procedural mechanics, and structural paradigms inside the Java virtual machine environment. + - [freecodecamp.org: Advanced Object-Oriented Programming in Java – Full Book](https://www.freecodecamp.org/news/object-oriented-programming-in-java) [EN CONTENT] [COMMUNITY-TOOL] β€” Detailed technical book-style guide exploring advanced object-oriented paradigms. Focuses on design patterns, polymorphic interfaces, and encapsulation policies. + - [linkedin.com/pulse: Difference between Executor, ExecutorService, and Executors' class in Java!](https://www.linkedin.com/pulse/difference-between-executor-executorservice-executors-omar-ismail) [EN CONTENT] [COMMUNITY-TOOL] β€” Clarifies functional differences in the Java Concurrency Framework interface hierarchy. Highlights thread pooling strategies and execution submission lifecycles. + - [freecodecamp.org: How to Write Unit Tests in Java](https://www.freecodecamp.org/news/java-unit-testing) [EN CONTENT] [COMMUNITY-TOOL] β€” Walkthrough covering JUnit 5 framework testing. Focuses on parameterized tests, Mockito integration, and code coverage reporting in build cycles. + - [Running Jenkins on Java 11 🌟](https://www.jenkins.io/doc/administration/requirements/jenkins-on-java-11/#:~:text=The%20easiest%20way%20to%20run,images%2C%20use%20the%20jdk11%20tag.) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Administrative guide addressing the platform transition of the Jenkins controller from obsolete Java 8 engines to modern Java 11 runtime profiles. #### Monitoring and Profiling - - **(2024)** [blog.heaphero.io: HeapHero - Java & Android Heap Dump Analyzer](https://blog.heaphero.io) [EN CONTENT] [COMMUNITY-TOOL] β€” Portal exploring the HeapHero engine. Focuses on indexing memory leaks, analyzing garbage collection impact, and tracking unused objects from heap dumps. - - **(2023)** [speakerdeck.com: Profiling a Java Application @DevDays 2023 | Victor Rentea](https://speakerdeck.com/victorrentea/profiling-a-java-application-at-devdays-2023) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” High-density presentation slide deck dissecting execution profiling tools. Teaches identification of CPU hotspots, thread lock contention, and high garbage creation loops. - - **(2021)** [developers.redhat.com: JDK Flight Recorder support for GraalVM Native Image: The journey so far 🌟](https://developers.redhat.com/articles/2021/07/23/jdk-flight-recorder-support-graalvm-native-image-journey-so-far) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Reviews progress in compiling low-overhead JVM diagnostics natively inside GraalVM images. Analyzes memory footprint tracking constraints and compilation trade-offs. - - **(2020)** [developers.redhat.com: Get started with JDK Flight Recorder in OpenJDK 8u 🌟](https://developers.redhat.com/blog/2020/08/25/get-started-with-jdk-flight-recorder-in-openjdk-8u) [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” Outlines configuring and analyzing OpenJDK 8u runtime events utilizing JDK Flight Recorder (JFR) and Mission Control. Essential for debugging containerized legacy runtimes. + - [developers.redhat.com: Get started with JDK Flight Recorder in OpenJDK 8u' 🌟](https://developers.redhat.com/blog/2020/08/25/get-started-with-jdk-flight-recorder-in-openjdk-8u) [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” Outlines configuring and analyzing OpenJDK 8u runtime events utilizing JDK Flight Recorder (JFR) and Mission Control. Essential for debugging containerized legacy runtimes. + - [blog.heaphero.io: HeapHero - Java & Android Heap Dump Analyzer](https://blog.heaphero.io) [EN CONTENT] [COMMUNITY-TOOL] β€” Portal exploring the HeapHero engine. Focuses on indexing memory leaks, analyzing garbage collection impact, and tracking unused objects from heap dumps. + - [developers.redhat.com: JDK Flight Recorder support for GraalVM Native Image:' The journey so far 🌟](https://developers.redhat.com/articles/2021/07/23/jdk-flight-recorder-support-graalvm-native-image-journey-so-far) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Reviews progress in compiling low-overhead JVM diagnostics natively inside GraalVM images. Analyzes memory footprint tracking constraints and compilation trade-offs. + - [speakerdeck.com: Profiling a Java Application @DevDays 2023 | Victor Rentea](https://speakerdeck.com/victorrentea/profiling-a-java-application-at-devdays-2023) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” High-density presentation slide deck dissecting execution profiling tools. Teaches identification of CPU hotspots, thread lock contention, and high garbage creation loops. #### Performance Optimization - - **(2024)** [**OpenHFT/Java-Thread-Affinity**](https://github.com/OpenHFT/Java-Thread-Affinity) ⭐ 1895 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Highly optimized library that binds Java execution threads to specific CPU cores. Mitigates task context-switching overhead in low-latency financial systems. + - [OpenHFT/Java-Thread-Affinity](https://github.com/OpenHFT/Java-Thread-Affinity) ⭐ 1895 [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Highly optimized library that binds Java execution threads to specific CPU cores. Mitigates task context-switching overhead in low-latency financial systems. ### Kubernetes Tuning #### JVM in Containers - - **(2023)** [itnext.io: How to cold start fast a java service on k8s (EKS)](https://itnext.io/how-to-cold-start-fast-a-java-service-on-k8s-eks-3a7b4450845d) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Engineering exploration highlighting techniques to minimize startup latency for Spring Boot/Quarkus container images, leveraging GraalVM, CRaC, or CPU shares. - - **(2022)** [tech.olx.com: Improving JVM Warm-up on Kubernetes 🌟](https://tech.olx.com/improving-jvm-warm-up-on-kubernetes-1b27dd8ecd58) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Operational case study detailing OLX's strategy to remediate high CPU spikes caused by JVM JIT compiling during initial Kubernetes pod scaling actions. - **(2022)** [blog.gceasy.io: Best practices: Java memory arguments for Containers 🌟](https://blog.gceasy.io/best-practices-java-memory-arguments-for-containers) [EN CONTENT] [COMMUNITY-TOOL] β€” Deep analysis of standard flags (like -XX:+UseContainerSupport and -XX:MaxRAMPercentage) needed to ensure JVM containers accurately dynamically self-size. - **(2021)** [blog.openshift.com: Scaling Java Containers 🌟](https://www.redhat.com/en/blog/scaling-java-containers) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores container resource limit considerations for Java workloads. Details memory calculation adjustments (Heap vs Non-Heap) to prevent OOMKills. + - [tech.olx.com: Improving JVM Warm-up on Kubernetes 🌟](https://tech.olx.com/improving-jvm-warm-up-on-kubernetes-1b27dd8ecd58) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Operational case study detailing OLX's strategy to remediate high CPU spikes caused by JVM JIT compiling during initial Kubernetes pod scaling actions. + - [itnext.io: How to cold start fast a java service on k8s (EKS)](https://itnext.io/how-to-cold-start-fast-a-java-service-on-k8s-eks-3a7b4450845d) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Engineering exploration highlighting techniques to minimize startup latency for Spring Boot/Quarkus container images, leveraging GraalVM, CRaC, or CPU shares. +#### Monitoring and Profiling (1) + + - **(2021)** [blog.openshift.com: Debugging Java Applications On OpenShift and Kubernetes](https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Walkthrough covering remote JVM agent connection attachment procedures targeting pods deployed within secured target Kubernetes namespaces. #### Observability - **(2021)** [blog.openshift.com: Performance Metrics (APM) for Spring Boot Microservices on OpenShift](https://www.redhat.com/en/blog/performance-metrics-apm-spring-boot-microservices-openshift) [EN CONTENT] [COMMUNITY-TOOL] β€” Comprehensive integration guide explaining how to hook up Spring Boot Prometheus metrics directly into automated OpenShift cluster telemetry layers. --- -πŸ’‘ **Explore Related:** [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) | [Visual Studio](./visual-studio.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/java_app_servers.md b/v2-docs/java_app_servers.md index 3aeac818..cfbf43e3 100644 --- a/v2-docs/java_app_servers.md +++ b/v2-docs/java_app_servers.md @@ -3,6 +3,14 @@ !!! info "Architectural Context" Detailed reference for Java_App_Servers in the context of Developer Ecosystem. +## Standard Reference + + - [Payara](https://hub.docker.com/r/payara/server-full) [COMMUNITY-TOOL] + - [Payara Micro](https://hub.docker.com/r/payara/micro) [COMMUNITY-TOOL] + - [developers.redhat.com: Red Hat JBoss Enterprise Application Platform expansion' pack (JBoss EAP XP) 1.0 released](https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-released) [COMMUNITY-TOOL] + - [opensource.com: Get started with WildFly for Java web development](https://opensource.com/article/21/7/wildfly) [COMMUNITY-TOOL] + - [KumuluzEE](https://ee.kumuluz.com) [COMMUNITY-TOOL] + ## Platform Engineering ### CI-CD Pipelines @@ -11,8 +19,8 @@ ##### Azure DevOps - - **(2025)** [Install Java 23 in an Azure DevOps Pipeline](https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A technical guide written in Spanish demonstrating how to dynamically configure, install, and leverage the Java 23 SDK runtime inside Azure DevOps build pipelines, using modern Microsoft-hosted and self-hosted runner strategies. [SPANISH CONTENT] + - [Install Java 23 in an Azure DevOps Pipeline](https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” A technical guide written in Spanish demonstrating how to dynamically configure, install, and leverage the Java 23 SDK runtime inside Azure DevOps build pipelines, using modern Microsoft-hosted and self-hosted runner strategies. [SPANISH CONTENT] --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/java_frameworks.md b/v2-docs/java_frameworks.md index e8fe5d92..851a4c16 100644 --- a/v2-docs/java_frameworks.md +++ b/v2-docs/java_frameworks.md @@ -3,14 +3,138 @@ !!! info "Architectural Context" Detailed reference for Java_Frameworks in the context of Developer Ecosystem. -## Runtime Optimizations +## Standard Reference -### JVM Tuning + - [Oracle Java 11 and OpenJDK](https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html) [COMMUNITY-TOOL] + - [developers.redhat.com: The future of Java and OpenJDK updates without Oracle' support](https://developers.redhat.com/blog/2018/09/24/the-future-of-java-and-openjdk-updates-without-oracle-support) [COMMUNITY-TOOL] + - [redhat.com: The history and future of OpenJDK](https://www.redhat.com/en/blog/history-and-future-openjdk) [COMMUNITY-TOOL] + - [javarevisited.blogspot.com: The 2020 Java Developer RoadMap 🌟](https://javarevisited.blogspot.com/2019/10/the-java-developer-roadmap.html) [COMMUNITY-TOOL] + - [marcobehler.com: Java Versions and Features 🌟](https://www.marcobehler.com/guides/a-guide-to-java-versions-and-features) [COMMUNITY-TOOL] + - [advancedweb.hu: A categorized list of all Java and JVM features since JDK' 8 to 14](https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-14) [COMMUNITY-TOOL] + - [advancedweb.hu: A categorized list of all Java and JVM features since JDK' 8 to 16](https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-16) [COMMUNITY-TOOL] + - [javaconceptoftheday.com: Java 9 Interface Private Methods](https://javaconceptoftheday.com/java-9-interface-private-methods) [COMMUNITY-TOOL] + - [javatechonline.com: Making Java easy to learn - Microservices In Java 🌟](https://javatechonline.com/microservices-in-java) [COMMUNITY-TOOL] + - [javatechonline.com: Making Java easy to learn - Spring Boot Annotations' With Examples](https://javatechonline.com/spring-boot-annotations-with-examples) [COMMUNITY-TOOL] + - [infoq.com: Java 17, the Next Long-Term Support Release, is Now Available](https://www.infoq.com/news/2021/09/java17-released) [COMMUNITY-TOOL] + - [developers.redhat.com: Shenandoah in OpenJDK 17: Sub-millisecond GC pauses](https://developers.redhat.com/articles/2021/09/16/shenandoah-openjdk-17-sub-millisecond-gc-pauses) [COMMUNITY-TOOL] + - [tschatzl.github.io: JDK 17 G1/Parallel GC changes](https://tschatzl.github.io/2021/09/16/jdk17-g1-parallel-gc-changes.html) [COMMUNITY-TOOL] + - [developers.redhat.com: Modernizing Enterprise Java: A cloud native guide' for developers](https://developers.redhat.com/articles/2021/11/30/modernizing-enterprise-java-cloud-native-guide-developers) [COMMUNITY-TOOL] + - [java67.com: How to Create and Start Multiple Threads in Java? - Example' Tutorial](https://www.java67.com/2016/05/how-to-use-multiple-threads-in-java.html) [COMMUNITY-TOOL] + - [foojay.io: Top 10 Java Language Features](https://foojay.io/today/top-10-java-language-features) [COMMUNITY-TOOL] + - [enterprisersproject.com: How to migrate Java workloads to containers: 3' considerations](https://enterprisersproject.com/article/2021/6/how-migrate-java-workloads-containers-3-considerations) [COMMUNITY-TOOL] + - [piotrminkowski.com: Best Practices for Java Apps on Kubernetes 🌟](https://piotrminkowski.com/2023/02/13/best-practices-for-java-apps-on-kubernetes) [COMMUNITY-TOOL] + - [Oracle OpenJDK](https://jdk.java.net/11) [COMMUNITY-TOOL] + - [Red Hat OpenJDK](https://developers.redhat.com/products/openjdk/download) [COMMUNITY-TOOL] + - [piotrminkowski.com: Which JDK to Choose on Kubernetes 🌟](https://piotrminkowski.com/2023/02/17/which-jdk-to-choose-on-kubernetes) [COMMUNITY-TOOL] + - [Amazon Corretto](https://aws.amazon.com/corretto) [COMMUNITY-TOOL] + - [__AdoptOpenJDK 11__ Is the New Default 🌟](https://blog.adoptopenjdk.net/2020/06/adoptopenjdk-11-new-default) [COMMUNITY-TOOL] + - [tecmint.com: How to Install Java 17 on RHEL-based Linux Distributions](https://www.tecmint.com/install-java-on-centos-rhel-fedora) [COMMUNITY-TOOL] + - [infoq.com: Virtual Threads: New Foundations for High-Scale Java Applications](https://www.infoq.com/articles/java-virtual-threads) [COMMUNITY-TOOL] + - [Spring](https://spring.io/projects/spring-boot) [COMMUNITY-TOOL] + - [dev.to: 5 Best Java Frameworks to Learn in 2022 for Microservices and Cloud' Native Development](https://dev.to/javinpaul/5-best-java-frameworks-to-learn-in-2022-for-microservices-and-cloud-native-development-4732) [COMMUNITY-TOOL] + - [developers.redhat.com: Jakarta EE 8: The new era of Java EE explained](https://developers.redhat.com/blog/2019/09/12/jakarta-ee-8-the-new-era-of-java-ee-explained) [COMMUNITY-TOOL] + - [developers.redhat.com: Making Java programs cloud-ready, Part 1: An incremental' approach using Jakarta EE and MicroProfile](https://developers.redhat.com/articles/2021/06/25/making-java-programs-cloud-ready-part-1-incremental-approach-using-jakarta-ee#) [COMMUNITY-TOOL] + - [developers.redhat.com: Making Java programs cloud-ready, Part 2: Upgrade' the legacy Java application to Jakarta EE](https://developers.redhat.com/articles/2021/06/28/making-java-programs-cloud-ready-part-2-upgrade-legacy-java-application-jakarta) [COMMUNITY-TOOL] + - [Eclipse MicroProfile Project](https://projects.eclipse.org/projects/technology.microprofile) [COMMUNITY-TOOL] + - [MicroProfile](https://microprofile.io) [COMMUNITY-TOOL] + - [developers.redhat.com: Eclipse MicroProfile for Spring Boot developers](https://developers.redhat.com/blog/2018/11/21/eclipse-microprofile-for-spring-boot-developers) [COMMUNITY-TOOL] + - [developers.redhat.com: Develop Eclipse MicroProfile applications on Red' Hat JBoss Enterprise Application Platform Expansion Pack 1.0 with Red Hat CodeReady Workspaces](https://developers.redhat.com/blog/2020/07/01/develop-eclipse-microprofile-applications-on-red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-with-red-hat-codeready-workspaces) [COMMUNITY-TOOL] + - [infoq.com: Virtual Panel: The MicroProfile Influence on Microservices Frameworks](https://www.infoq.com/articles/microprofile-microservices) [COMMUNITY-TOOL] + - [vladmihalcea.com: How to encrypt and decrypt data with Hibernate](https://vladmihalcea.com/how-to-encrypt-and-decrypt-data-with-hibernate) [COMMUNITY-TOOL] + - [vladmihalcea.com: Optimistic vs. Pessimistic Locking (hibernate)](https://vladmihalcea.com/optimistic-vs-pessimistic-locking) [COMMUNITY-TOOL] + - [Spring](https://spring.io) [COMMUNITY-TOOL] + - [javatutorial.net: Introduction to Spring Web Framework](https://javatutorial.net/introduction-to-spring-web-framework) [COMMUNITY-TOOL] + - [javarevisited.blogspot.com: 10 JdbcTemplate Examples in Spring Framework](https://javarevisited.blogspot.com/2020/05/10-jdbctemplate-examples-in-spring.html) [COMMUNITY-TOOL] + - [spring.io: A Java 17 and Jakarta EE 9 baseline for Spring Framework 6](https://spring.io/blog/2021/09/02/a-java-17-and-jakarta-ee-9-baseline-for-spring-framework-6) [COMMUNITY-TOOL] + - [blog.frankel.ch: Annotation-free Spring](https://blog.frankel.ch/annotation-free-spring) [COMMUNITY-TOOL] + - [java67.com: 10 Spring Framework Annotations Java Developer should learn' - Example Tutorial](https://www.java67.com/2018/11/top-10-spring-framework-annotations-for-java-developers.html) [COMMUNITY-TOOL] + - [javarevisited.blogspot.com: Role based Access control using Spring Security' and MVC, Mapping LDAP Groups to Authorities for Authorization](https://javarevisited.blogspot.com/2013/07/role-based-access-control-using-spring-security-ldap-authorities-mapping-mvc.html) [COMMUNITY-TOOL] + - [javatutorial.net: Spring vs. Java EE](https://javatutorial.net/spring-vs-java-ee) [COMMUNITY-TOOL] + - [__Spring Boot Istio library__: Spring Boot library for integration with' Istio](https://piotrminkowski.com/2020/06/10/spring-boot-library-for-integration-with-istio) [COMMUNITY-TOOL] + - [Spring Boot native images. The path towards Spring Boot native applications](https://spring.io/blog/2020/06/10/the-path-towards-spring-boot-native-applications) [COMMUNITY-TOOL] + - [piotrminkowski.com: Best practices for microservices on kubernetes 🌟](https://piotrminkowski.com/2020/03/10/best-practices-for-microservices-on-kubernetes) [COMMUNITY-TOOL] + - [piotrminkowski.com: Spring Boot Autoscaling on kubernetes 🌟](https://piotrminkowski.com/2020/11/05/spring-boot-autoscaling-on-kubernetes) [COMMUNITY-TOOL] + - [spring.io: What's new in Spring Boot 2.4 🌟](https://spring.io/blog/2021/01/17/what-s-new-in-spring-boot-2-4) [COMMUNITY-TOOL] + - [developers.redhat.com: Spring Boot on Quarkus: Magic or madness?](https://developers.redhat.com/blog/2021/02/09/spring-boot-on-quarkus-magic-or-madness) [COMMUNITY-TOOL] + - [codecentric's Spring Boot Admin UI 🌟](https://github.com/codecentric/spring-boot-admin) ⭐ 12832 [ENTERPRISE-STABLE] + - [piotrminkowski.com: Spring Boot Tips, Tricks and Techniques](https://piotrminkowski.com/2021/01/13/spring-boot-tips-tricks-and-techniques) [COMMUNITY-TOOL] + - [javatechonline.com: How To Work With Apache Kafka In Spring Boot?](https://javatechonline.com/how-to-work-with-apache-kafka-in-spring-boot) [COMMUNITY-TOOL] + - [vladmihalcea.com: The best way to log SQL statements with Spring Boot](https://vladmihalcea.com/log-sql-spring-boot) [COMMUNITY-TOOL] + - [javarevisited.blogspot.com: Spring Boot + Angular Example Tutorial for Java' Developers](https://javarevisited.blogspot.com/2022/01/spring-boot-angular-example-tutorial.html#axzz7HV4HFjED) [COMMUNITY-TOOL] + - [piotrminkowski.com: Distributed Transactions in Microservices with Kafka' Streams and Spring Boot](https://piotrminkowski.com/2022/01/24/distributed-transactions-in-microservices-with-kafka-streams-and-spring-boot) [COMMUNITY-TOOL] + - [vladmihalcea.com: Spring Boot Application Properties 🌟](https://vladmihalcea.com/spring-boot-application-properties) [COMMUNITY-TOOL] + - [javarevisited.blogspot.com: How to log SQL statements in Spring Boot? Example' Tutorial](https://javarevisited.blogspot.com/2022/02/how-to-log-sql-statements-in-spring.html) [COMMUNITY-TOOL] + - [java67.com: How to set the logging level with application.properties in' Spring Boot - Example Tutorial](https://www.java67.com/2021/10/how-to-set-logging-level-in-spring-boot-.html) [COMMUNITY-TOOL] + - [javaguides.net: Event-Driven Microservices using Spring Boot and Kafka](https://www.javaguides.net/2022/07/event-driven-microservices-using-spring-boot-and-apache-kafka.html?spref=tw) [COMMUNITY-TOOL] + - [piotrminkowski.com: Microservices with Spring Boot 3 and Spring Cloud' 🌟](https://piotrminkowski.com/2023/03/13/microservices-with-spring-boot-3-and-spring-cloud) [COMMUNITY-TOOL] + - [javaguides.net: Spring Boot 3 REST API Documentation using SpringDoc OpenAPI](https://www.javaguides.net/2023/03/spring-boot-3-rest-api-documentation.html) [COMMUNITY-TOOL] + - [javaguides.net: Spring Boot Microservices - Spring Cloud API Gateway](https://www.javaguides.net/2022/10/spring-boot-microservices-spring-cloud-api-gateway.html) [COMMUNITY-TOOL] + - [Spring Boot Complete Guide](https://helpercodes.com/spring-boot-complete-tutorial) [COMMUNITY-TOOL] + - [spring.io: spring boot with docker](https://spring.io/guides/gs/spring-boot-docker) [COMMUNITY-TOOL] + - [spring.io: Creating Docker images with Spring Boot 2.3.0.M1](https://spring.io/blog/2020/01/27/creating-docker-images-with-spring-boot-2-3-0-m1) [COMMUNITY-TOOL] + - [youtube: Creating Docker Images With Spring Boot](https://www.youtube.com/watch?v=1w1Jv9qssqg) [COMMUNITY-TOOL] + - [dev.to: The Simple Guide To Dockerizing Spring Boot](https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4) [COMMUNITY-TOOL] + - [infoq.com: Spring Boot 2.6 Improves Docker Images and Metrics, Version 2.4' Is EOL](https://www.infoq.com/news/2021/12/spring-boot-2-6) [COMMUNITY-TOOL] + - [dev.to/francescoxx: Java CRUD Rest API using Spring Boot, Hibernate, Postgres,' Docker and Docker Compose](https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgres-docker-and-docker-compose-5cln) [COMMUNITY-TOOL] + - [odo](https://odo.dev) [COMMUNITY-TOOL] + - [Dekorate](https://dekorate.io) [COMMUNITY-TOOL] + - [Skaffold --generate-manifests](https://skaffold.dev/docs/pipeline-stages/init/#--generate-manifests-flag) [COMMUNITY-TOOL] + - [github.com/piomin/spring-boot-logging](https://github.com/piomin/spring-boot-logging) ⭐ 276 [COMMUNITY-TOOL] + - [Spring Cloud](https://spring.io/projects/spring-cloud) [COMMUNITY-TOOL] + - [piotrminkowski.com: Microservices with spring cloud kubernetes](https://piotrminkowski.com/2019/12/20/microservices-with-spring-cloud-kubernetes) [COMMUNITY-TOOL] + - [Spring Cloud Config](https://cloud.spring.io/spring-cloud-config/reference/html) [COMMUNITY-TOOL] + - [developer.okta.com: Spring Cloud Config for Shared Microservice Configuration](https://developer.okta.com/blog/2020/12/07/spring-cloud-config) [COMMUNITY-TOOL] + - [piotrminkowski.com: Spring Microservices Security Best Practices 🌟](https://piotrminkowski.com/2021/05/26/spring-microservices-security-best-practices) [COMMUNITY-TOOL] + - [cloud.spring.io: Spring Cloud Vault 🌟](https://cloud.spring.io/spring-cloud-vault/reference/html) [COMMUNITY-TOOL] + - [quarkus.io](https://quarkus.io) [COMMUNITY-TOOL] + - [Quarkus Images](https://github.com/quarkusio/quarkus-images) ⭐ 123 [COMMUNITY-TOOL] + - [quarkus.io: Quarkus for Spring Developers](https://quarkus.io/blog/quarkus-for-spring-developers) [COMMUNITY-TOOL] + - [redhat.com: Red Hat drives future of Java with cloud-native, container-first' Quarkus](https://www.redhat.com/en/blog/red-hat-drives-future-java-cloud-native-container-first-quarkus) [COMMUNITY-TOOL] + - [developers.redhat.com: Quarkus: A quick-start guide to the Kubernetes-native' Java stack](https://developers.redhat.com/articles/quarkus-quick-start-guide-kubernetes-native-java-stack) [COMMUNITY-TOOL] + - [quarkus.io: Quarkus support in IDE's](https://quarkus.io/blog/march-of-ides) [COMMUNITY-TOOL] + - [developers.redhat.com: Autowire MicroProfile into Spring with Quarkus](https://developers.redhat.com/blog/2019/10/02/autowire-microprofile-into-spring-with-quarkus) [COMMUNITY-TOOL] + - [dmcommunity.org: Who will win? Spring Boot or Quarkus](https://dmcommunity.org/2020/01/12/who-will-win-spring-boot-or-quarkus) [COMMUNITY-TOOL] + - [developers.redhat.com: How Quarkus brings imperative and reactive programming' together](https://developers.redhat.com/blog/2019/11/18/how-quarkus-brings-imperative-and-reactive-programming-together) [COMMUNITY-TOOL] + - [developers.redhat.com: Migrating a Spring Boot microservices application' to Quarkus](https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservices-application-to-quarkus) [COMMUNITY-TOOL] + - [Quarkus, a Kubernetes-native Java runtime, now fully supported by Red Hat](https://developers.redhat.com/blog/2020/05/28/quarkus-a-kubernetes-native-java-runtime-now-fully-supported-by-red-hat) [COMMUNITY-TOOL] + - [The road to Quarkus GA: Completing the first supported Kubernetes-native' Java stack](https://developers.redhat.com/blog/2020/06/04/the-road-to-quarkus-ga-completing-the-first-supported-kubernetes-native-java-stack) [COMMUNITY-TOOL] + - [developers.redhat.com: Quarkus and Jakarta EE: Together, or not?](https://developers.redhat.com/blog/2020/09/11/quarkus-and-jakarta-ee-together-or-not) [COMMUNITY-TOOL] + - [youtube: CyberJUG-HH:Why is everybody talking about Quarkus?](https://www.youtube.com/watch?v=nXXPOS8gjtA) [COMMUNITY-TOOL] + - [developers.redhat.com: Build an API using Quarkus from the ground up 🌟](https://developers.redhat.com/blog/2021/05/11/building-an-api-using-quarkus-from-the-ground-up) [COMMUNITY-TOOL] + - [developers.redhat.com: RESTEasy Reactive and more in Quarkus 2.0](https://developers.redhat.com/articles/2021/07/01/resteasy-reactive-and-more-quarkus-20) [COMMUNITY-TOOL] + - [opensource.com: 3 reasons Quarkus 2.0 improves developer productivity on' Linux 🌟](https://opensource.com/article/21/7/developer-productivity-linux) [COMMUNITY-TOOL] + - [developers.redhat.com: Deploy Quarkus everywhere with Red Hat Enterprise' Linux (RHEL)](https://developers.redhat.com/blog/2021/04/07/deploy-quarkus-everywhere-with-red-hat-enterprise-linux-rhel) [COMMUNITY-TOOL] + - [infoq.com: Quarkus 2.0 Delivers Continuous Testing, CLI and Supports Minimal' JDK 11](https://www.infoq.com/news/2021/08/quarkus-2-0-final-release) [COMMUNITY-TOOL] + - [Quarkus - Dev UI 🌟](https://quarkus.io/guides/dev-ui) [COMMUNITY-TOOL] + - [developers.redhat.com: Why should I choose Quarkus over Spring for my microservices?](https://developers.redhat.com/articles/2021/08/31/why-should-i-choose-quarkus-over-spring-my-microservices) [COMMUNITY-TOOL] + - [developers.redhat.com: Quarkus for Spring developers: Getting started 🌟](https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-getting-started) [COMMUNITY-TOOL] + - [piotrminkowski.com: Quarkus Tips, Tricks and Techniques 🌟](https://piotrminkowski.com/2021/10/12/quarkus-tips-tricks-and-techniques) [COMMUNITY-TOOL] + - [developers.redhat.com: Boost throughput with RESTEasy Reactive in Quarkus' 2.2](https://developers.redhat.com/articles/2021/11/04/boost-throughput-resteasy-reactive-quarkus-22) [COMMUNITY-TOOL] + - [javaadvent.com: You need more than containers. A short history of the' mess we're in](https://www.javaadvent.com/2021/12/you-need-more-than-containers-a-short-history-of-the-mess-were-in.html) [COMMUNITY-TOOL] + - [developers.redhat.com: Quarkus for Spring developers: Kubernetes-native' design patterns](https://developers.redhat.com/articles/2021/10/11/quarkus-spring-developers-kubernetes-native-design-patterns) [COMMUNITY-TOOL] + - [infoq.com: Kubernetes Native Java with Quarkus](https://www.infoq.com/articles/native-java-quarkus) [COMMUNITY-TOOL] + - [auth0.com: Java Microservices with Spring Boot and Spring Cloud](https://auth0.com/blog/java-spring-boot-microservices) [COMMUNITY-TOOL] + - [redhat.com: Cloud-native business automation with Kogito](https://www.redhat.com/en/blog/cloud-native-business-automation-kogito) [COMMUNITY-TOOL] + - [kogito.kie.org](https://kogito.kie.org) [COMMUNITY-TOOL] + - [Red Hat Thorntail](https://thorntail.io) [COMMUNITY-TOOL] + - [JPA streamer 🌟](https://jpastreamer.org) [COMMUNITY-TOOL] + - [logbook](https://github.com/zalando/logbook) ⭐ 2042 [COMMUNITY-TOOL] + - [GoodforGod/java-logger-benchmark](https://github.com/GoodforGod/java-logger-benchmark) ⭐ 16 [COMMUNITY-TOOL] + - [jfrunit](https://github.com/moditect/jfrunit) ⭐ 327 [COMMUNITY-TOOL] + - [morling.dev: Introducing JfrUnit 1.0.0.Alpha1](https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1) [COMMUNITY-TOOL] + - [java-success.com: 5 Ways to debug thread-safety issues in Java](https://www.java-success.com/debugging-java-thread-safety-multi-threading-concurrency-issues) [COMMUNITY-TOOL] + - [reflectoring.io: When Should I Use Project Lombok?](https://reflectoring.io/when-to-use-lombok) [COMMUNITY-TOOL] + - [Helidon.io](https://helidon.io) [COMMUNITY-TOOL] + - [developer.okta.com: Build REST APIs and Native Java Apps with Helidon](https://developer.okta.com/blog/2022/01/06/native-java-helidon) [COMMUNITY-TOOL] -#### Garbage Collection +## Red Hat OpenShift - - **(2021)** [kstefanj.github.io: GC progress from JDK 8 to JDK 17](https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Empirical performance benchmarks tracking G1GC, ParallelGC, ZGC, and Shenandoah collection efficiency improvements from Java SE 8 through LTS 17. +### Developer Experience + +#### Maven Plugins + + - **(2025)** [Eclipse JKube 🌟](https://eclipse.dev/jkube) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The central documentation portal for Eclipse JKube, an open-source suite of tooling designed to facilitate the rapid containerization, deployment, and management of Java applications across Kubernetes and Red Hat OpenShift infrastructures. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Golang](./golang.md) | [Visual Studio](./visual-studio.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/javascript.md b/v2-docs/javascript.md index c5fd714f..e18855d4 100644 --- a/v2-docs/javascript.md +++ b/v2-docs/javascript.md @@ -9,41 +9,41 @@ #### Node.js Runtime Optimization - - **(2021)** [**developers.redhat.com: Introduction to the Node.js reference architecture, Part 5: Building good containers**](https://developers.redhat.com/articles/2021/08/26/introduction-nodejs-reference-architecture-part-5-building-good-containers#what_base_images_to_start_with_) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Red Hat's authoritative architectural guide on building robust, lean OCI containers for Node.js. Outlines parent image selections, non-root user setups, and proper process signal delegation (PID 1). + - [developers.redhat.com: Introduction to the Node.js reference architecture,' Part 5: Building good containers](https://developers.redhat.com/articles/2021/08/26/introduction-nodejs-reference-architecture-part-5-building-good-containers#what_base_images_to_start_with_) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Red Hat's authoritative architectural guide on building robust, lean OCI containers for Node.js. Outlines parent image selections, non-root user setups, and proper process signal delegation (PID 1). ## Design and UI ### Assets #### Background Generators - - **(2023)** [bgjar.com](https://bgjar.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Flexible programmatic SVG background generator outputting lightweight background vector assets. Accelerates application load times by replacing rasterized UI files with scale-independent mathematical lines. + - [bgjar.com](https://bgjar.com) [COMMUNITY-TOOL] β€” Flexible programmatic SVG background generator outputting lightweight background vector assets. Accelerates application load times by replacing rasterized UI files with scale-independent mathematical lines. ### Inspiration #### Web Portals - - **(2025)** [cssnectar.com](https://cssnectar.com) 🌟🌟 [COMMUNITY-TOOL] β€” Curated design gallery aggregating modern CSS styles and interactive layout experiments. Serves as a performance-minded reference portal for advanced responsive design implementations. + - [cssnectar.com](https://cssnectar.com) [COMMUNITY-TOOL] β€” Curated design gallery aggregating modern CSS styles and interactive layout experiments. Serves as a performance-minded reference portal for advanced responsive design implementations. ### Prototyping #### Mockup Tools - - **(2024)** [mockuper.net](https://mockuper.net) 🌟🌟 [COMMUNITY-TOOL] β€” Interactive visual prototyping canvas helping developers generate polished mockups within browser hardware skins. Streamlines high-fidelity visual alignment for system interface presentations. + - [mockuper.net](https://mockuper.net) [COMMUNITY-TOOL] β€” Interactive visual prototyping canvas helping developers generate polished mockups within browser hardware skins. Streamlines high-fidelity visual alignment for system interface presentations. ## Languages and Runtimes ### JavaScript #### Fundamentals - - **(2021)** [dev.to: JavaScript Arrays and its Methods](https://dev.to/insha/javascript-array-and-its-methods-432k) [COMMUNITY-TOOL] β€” A handbook defining native array manipulation methods including map, filter, and reduce operations, key to high-density data transformation in node processes. - - **(2020)** [dev.to: JavaScript Objects](https://dev.to/shreyazz/javascript-objects-57ob) [COMMUNITY-TOOL] β€” Foundational guide reviewing object composition, prototype structures, and memory behaviors in modern ECMAScript specifications. - - **(2020)** [dev.to: Getting Started with JavaScript Modules](https://dev.to/thecoollearner/getting-started-with-javascript-modules-2mkg) [LEGACY] β€” Introduces JavaScript's module pattern history, comparing ES6 export/import definitions with legacy CommonJS modules. + - [dev.to: JavaScript Objects](https://dev.to/shreyazz/javascript-objects-57ob) [COMMUNITY-TOOL] β€” Foundational guide reviewing object composition, prototype structures, and memory behaviors in modern ECMAScript specifications. + - [dev.to: JavaScript Arrays and its Methods](https://dev.to/insha/javascript-array-and-its-methods-432k) [COMMUNITY-TOOL] β€” A handbook defining native array manipulation methods including map, filter, and reduce operations, key to high-density data transformation in node processes. + - [dev.to: Getting Started with JavaScript Modules](https://dev.to/thecoollearner/getting-started-with-javascript-modules-2mkg) [LEGACY] β€” Introduces JavaScript's module pattern history, comparing ES6 export/import definitions with legacy CommonJS modules. #### Validation Techniques - - **(2021)** [dev.to: Username Validator](https://dev.to/lizardkinglk/username-validator-1n8g) [COMMUNITY-TOOL] β€” A practical walk-through explaining regular expressions and string checking techniques to construct secure and robust validation logic. + - [dev.to: Username Validator](https://dev.to/lizardkinglk/username-validator-1n8g) [COMMUNITY-TOOL] β€” A practical walk-through explaining regular expressions and string checking techniques to construct secure and robust validation logic. ### JavaScript Engine #### V8 Core - - **(2026)** [==v8.dev:==](https://v8.dev) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Google's open-source high-performance JavaScript and WebAssembly engine. Powers Chrome and Node.js runtimes, acting as the foundation of modern high-scale cloud services. + - [v8.dev:](https://v8.dev) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Google's open-source high-performance JavaScript and WebAssembly engine. Powers Chrome and Node.js runtimes, acting as the foundation of modern high-scale cloud services. ## Runtime Environments ### Node.js Platform @@ -53,29 +53,29 @@ - **(2026)** [==nodejs.org==](https://nodejs.org/en) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official site of Node.js, the premier open-source event-driven JavaScript runtime engine. Provides technical APIs for enterprise-grade backend systems leveraging scalable asynchronous I/O loops. #### Source Repository - - **(2026)** [==github.com/nodejs/node==](https://github.com/nodejs/node) ⭐ 117335 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main development and contribution branch of the Node.js runtime environment. Documents core engine optimizations, engine updates, and runtime safety patches. + - [github.com/nodejs/node](https://github.com/nodejs/node) ⭐ 117335 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The main development and contribution branch of the Node.js runtime environment. Documents core engine optimizations, engine updates, and runtime safety patches. ## Software Engineering ### Application Architecture #### Notification Systems - - **(2022)** [dev.to: How to add In-App notifications to any web app!](https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step architectural tutorial detailing real-time in-app notification infrastructure integrations using Novu. Explores WebSocket connections, transaction pipelines, and pre-built UI components. + - [dev.to: How to add In-App notifications to any web app!](https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n) [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step architectural tutorial detailing real-time in-app notification infrastructure integrations using Novu. Explores WebSocket connections, transaction pipelines, and pre-built UI components. ### Backend Development #### API Generation - - **(2021)** [dev.to: How to build 7,000+ REST APIs within 2 mins (Node.js + MySQL) !!](https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-470b) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Technical deep dive showing rapid database-to-API automation workflows using relational database schemas. Focuses on minimizing operational overhead through automatic API generation. + - [dev.to: How to build 7,000+ REST APIs within 2 mins (Node.js + MySQL) !!](https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-470b) [COMMUNITY-TOOL] [GUIDE] β€” Technical deep dive showing rapid database-to-API automation workflows using relational database schemas. Focuses on minimizing operational overhead through automatic API generation. ### Developer Experience #### Workspace Cleanup - - **(2024)** [**npkill.js.org**](https://npkill.js.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A fast, dependency-free interactive command-line interface (CLI) tool designed to scan and target heavy node_modules directories. Significantly improves localized workspace disk efficiency. + - [npkill.js.org](https://npkill.js.org) [ENTERPRISE-STABLE] β€” A fast, dependency-free interactive command-line interface (CLI) tool designed to scan and target heavy node_modules directories. Significantly improves localized workspace disk efficiency. ### Frontend Development #### React Best Practices - - **(2024)** [**react js: mithi/react-philosophies**](https://github.com/mithi/react-philosophies) ⭐ 3731 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A curated philosophy repository outlining architectural rules for designing highly maintainable React components. Promotes declarative clean code patterns, separation of concerns, and effective state models. + - [react js: mithi/react-philosophies](https://github.com/mithi/react-philosophies) ⭐ 3731 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A curated philosophy repository outlining architectural rules for designing highly maintainable React components. Promotes declarative clean code patterns, separation of concerns, and effective state models. ### Package Management #### Ecosystem Announcements @@ -85,11 +85,11 @@ #### Client-Side Storage - - **(2022)** [freecodecamp.org: Web Storage API – How to Store Data on the Browser](https://www.freecodecamp.org/news/web-storage-api-how-to-store-data-on-the-browser) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Deep-dive analysis of persistent browser storage mechanisms focusing on LocalStorage and SessionStorage APIs. Evaluates operational constraints, security risks (XSS), and data serialization best practices. + - [freecodecamp.org: Web Storage API – How to Store Data on the Browser](https://www.freecodecamp.org/news/web-storage-api-how-to-store-data-on-the-browser) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Deep-dive analysis of persistent browser storage mechanisms focusing on LocalStorage and SessionStorage APIs. Evaluates operational constraints, security risks (XSS), and data serialization best practices. #### HTTP Networking - - **(2023)** [freecodecamp.org: HTTP Networking in JavaScript –Handbook for Beginners](https://www.freecodecamp.org/news/http-full-course) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive foundational guide analyzing HTTP request-response lifecycles, network architectures, and client-side browser execution. Highlights modern REST API interactions and secure payload configurations. + - [freecodecamp.org: HTTP Networking in JavaScript –Handbook for Beginners](https://www.freecodecamp.org/news/http-full-course) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive foundational guide analyzing HTTP request-response lifecycles, network architectures, and client-side browser execution. Highlights modern REST API interactions and secure payload configurations. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/jenkins-alternatives.md b/v2-docs/jenkins-alternatives.md index b7e3971c..79cf139b 100644 --- a/v2-docs/jenkins-alternatives.md +++ b/v2-docs/jenkins-alternatives.md @@ -3,13 +3,57 @@ !!! info "Architectural Context" Detailed reference for Jenkins Alternatives in the context of Engineering Pipeline. +## Standard Reference + + - [Prow](https://github.com/kubernetes/test-infra/tree/master/prow) ⭐ 4003 [ENTERPRISE-STABLE] + - [Agola](https://agola.io) [COMMUNITY-TOOL] + - [GoCD](https://www.gocd.org) [COMMUNITY-TOOL] + - [Kubeflow](https://www.kubeflow.org) [COMMUNITY-TOOL] + - [Screwdriver API](https://github.com/screwdriver-cd/screwdriver) ⭐ 1041 [COMMUNITY-TOOL] + - [Circle CI](https://circleci.com) [COMMUNITY-TOOL] + - [Getting started with Kubernetes: how to set up your first cluster](https://circleci.com/blog/getting-started-with-kubernetes-how-to-set-up-your-first-cluster) [COMMUNITY-TOOL] + - [Adding approval jobs to your CI pipeline](https://circleci.com/blog/adding-approval-jobs-to-your-ci-pipeline) [COMMUNITY-TOOL] + - [Building CI/CD pipelines using dynamic config](https://circleci.com/blog/building-cicd-pipelines-using-dynamic-config) [COMMUNITY-TOOL] + - [Managing reusable pipeline configuration with object parameters](https://circleci.com/blog/parameters-in-pipeline-config) [COMMUNITY-TOOL] + - [dev.to: CI/CD: Automating our build and deploy process](https://dev.to/mage_ai/ci-cd-automating-our-build-and-deploy-process-2i91) [COMMUNITY-TOOL] + - [circleci.com: Performing database tests on SQL databases](https://circleci.com/blog/relational-db-testing) [COMMUNITY-TOOL] + - [Concourse](https://concourse-ci.org) [COMMUNITY-TOOL] + - [Building a continious deployment pipeline with Kubernetes and Concourse-CI](https://blog.alterway.fr/en/building-a-continious-deployment-pipeline-with-kubernetes-and-concourse-ci.html) [COMMUNITY-TOOL] + - [Atlassian CI/CD](https://www.atlassian.com/continuous-delivery) [COMMUNITY-TOOL] + - [Bamboo](https://www.atlassian.com/software/bamboo) [COMMUNITY-TOOL] + - [Awesome GitHub Actions](https://github.com/sdras/awesome-actions) ⭐ 27816 [DE FACTO STANDARD] + - [yokawasa/action-setup-kube-tools](https://github.com/yokawasa/action-setup-kube-tools) ⭐ 92 [COMMUNITY-TOOL] + - [shuttleOps](https://www.shuttleops.io) [COMMUNITY-TOOL] + - [thenewstack.io: ShuttleOps: No-Code Docker and Kubernetes](https://thenewstack.io/shuttleops-no-code-docker-and-kubernetes) [COMMUNITY-TOOL] + - [onedev](https://github.com/theonedev/onedev) ⭐ 15003 [DE FACTO STANDARD] + - [TeamCity](https://www.jetbrains.com/teamcity) [COMMUNITY-TOOL] + - [jetbrains.com: Storing Project Settings in Version Control](https://www.jetbrains.com/help/teamcity/storing-project-settings-in-version-control.html) [COMMUNITY-TOOL] + - [blog.jetbrains.com: Configuration as Code, Part 1: Getting Started with' Kotlin DSL](https://blog.jetbrains.com/teamcity/2019/03/configuration-as-code-part-1-getting-started-with-kotlin-dsl) [COMMUNITY-TOOL] + - [github.com/OctopusDeploy/Octopus-TeamCity: JetBrains TeamCity plugin to' trigger releases on build completion](https://github.com/OctopusDeploy/Octopus-TeamCity) [COMMUNITY-TOOL] + - [Octopus Deploy - deployment tool](https://octopus.com) [COMMUNITY-TOOL] + - [octopus.com: Deployment process as code](https://octopus.com/docs/deployments/patterns/deployment-process-as-code) [COMMUNITY-TOOL] + - [registry.terraform.io: octopusdeploy Provider](https://registry.terraform.io/providers/OctopusDeployLabs/octopusdeploylatest/docs) [COMMUNITY-TOOL] + - [github.com/OctopusDeploy/go-octopusdeploy](https://github.com/OctopusDeploy/go-octopusdeploy) ⭐ 15 [COMMUNITY-TOOL] + - [jfrog.com: JFrog DevOps Platform](https://jfrog.com/platform) [COMMUNITY-TOOL] + - [csweichel/werft](https://github.com/csweichel/werft) ⭐ 194 [COMMUNITY-TOOL] + - [devopstoolkitseries.com](https://www.devopstoolkitseries.com) [COMMUNITY-TOOL] + - [Book: The DevOps 2.6 Toolkit: Jenkins X](https://leanpub.com/the-devops-2-6-toolkit) [COMMUNITY-TOOL] + - [Deploy Spinnaker CD Pipelines in Kubernetes](https://www.opsmx.com/blog/deploy-spinnaker-cd-pipelines-in-kubernetes) [COMMUNITY-TOOL] + - [speakerdeck.com: Introduction to Spinnaker Managed Pipeline Templates](https://speakerdeck.com/keisukeyamashita/introduction-to-spinnaker-managed-pipeline-templates) [COMMUNITY-TOOL] + - [speakerdeck.com: Spinnaker Application management by Terraform Plugins](https://speakerdeck.com/keisukeyamashita/spinnaker-application-management-by-terraform-plugins) [COMMUNITY-TOOL] + - [opensource.com: Why Spinnaker matters to CI/CD](https://opensource.com/article/19/8/why-spinnaker-matters-cicd) [COMMUNITY-TOOL] + - [Jenkins-X + Tekton on OpenShift](https://github.com/openshift/tektoncd-pipeline-operator) ⭐ 53 [COMMUNITY-TOOL] + - [https://github.com/jenkins-x/jenkins-x-openshift-image](https://github.com/jenkins-x/jenkins-x-openshift-image) ⭐ 3 [COMMUNITY-TOOL] + - [dagger.io](https://dagger.io) [COMMUNITY-TOOL] + - [dagger/dagger: Dagger is a portable devkit for CICD](https://github.com/dagger/dagger) ⭐ 15849 [DE FACTO STANDARD] + ## Cloud-Native Development ### Continuous Delivery #### Skaffold - - **(2026)** [==skaffold==](https://skaffold.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Highly active open-source CLI utility by Google that automates the workflow for building, pushing, and deploying Kubernetes applications. Accelerates inner-loop cycles through continuous live-sync engine integration. + - [skaffold](https://skaffold.dev) [DE FACTO STANDARD] β€” Highly active open-source CLI utility by Google that automates the workflow for building, pushing, and deploying Kubernetes applications. Accelerates inner-loop cycles through continuous live-sync engine integration. ## Enterprise Kubernetes ### Red Hat OpenShift @@ -17,28 +61,15 @@ #### CI-CD Pipelines - **(2021)** [openshift.com: Cloud DevOps With OpenShift and JFrog](https://www.redhat.com/en/blog/cloud-devops-with-openshift-and-jfrog) 🌟🌟 [COMMUNITY-TOOL] β€” A case study looking at OpenShift and JFrog Artifactory integrations. It details how teams establish secure, auditable image management pipelines across hybrid cloud nodes. -## Platform Engineering +## Hybrid Cloud and Enterprise -### CI-CD Pipelines (1) +### OpenShift -#### Enterprise Tooling +#### Pipelines and CI CD - - **(2023)** [**JFrog Pipelines**](https://jfrog.com/pipelines) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An enterprise-grade CI/CD automation tool natively integrated into the JFrog Platform. It leverages declarative YAML schemas, step-based workflows, and reusable resource models to orchestrate robust binary-centric pipelines with native support for Artifactory. -## Security - -### DevSecOps - -#### Secrets Scanning - - - **(2022)** [jfrog.com: How to protect your secrets with Spectral and JFrog Pipelines](https://jfrog.com/blog) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical walk-through showing how to use Spectral in tandem with JFrog Pipelines. The tutorial focuses on identifying misplaced credentials and code misconfigurations inside continuous integration stages. -## Software Delivery - -### CICD Foundations - -#### Open Source Pipelines - - - **(2020)** [devops.com: 7 Popular Open Source CI/CD Tools](https://devops.com/7-popular-open-source-ci-cd-tools) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Comparative survey of prominent open-source continuous integration and deployment engines. Live Grounding: Analyzes Jenkins, GitLab, Tekton, and others, contrasting their resource overheads and declarative features. Useful for teams choosing a baseline deployment stack. + - [github.com/openshift/pipelines-tutorial](https://github.com/openshift/pipelines-tutorial) ⭐ 322 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: The primary repository used for training developers on utilizing Tekton triggers and tasks in OpenShift. +Live Grounding: Serves as an excellent hands-on lab environment for configuring Tasks, Pipelines, PipelineRuns, and EventListeners using the OpenShift Pipelines CLI. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Argo](./argo.md) | [Jenkins](./jenkins.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) diff --git a/v2-docs/jenkins.md b/v2-docs/jenkins.md index 4f3e8dbc..fa31e987 100644 --- a/v2-docs/jenkins.md +++ b/v2-docs/jenkins.md @@ -3,62 +3,267 @@ !!! info "Architectural Context" Detailed reference for Jenkins in the context of Engineering Pipeline. -## Cloud Infrastructure +## Standard Reference -### Training + - [CloudBees](https://www.cloudbees.com) [COMMUNITY-TOOL] + - [Official Jenkins Docker image](https://github.com/michaelneale/jenkins-ci.org-docker) [COMMUNITY-TOOL] + - [github.com/jenkinsci 🌟](https://github.com/jenkinsci) [COMMUNITY-TOOL] + - [jenkins.io 2020-05-06: Slave to Agent renaming. Renaming of the official' Docker images for Jenkins agents](https://www.jenkins.io/blog/2020/05/06/docker-agent-image-renaming) [COMMUNITY-TOOL] + - [Windows Docker Agent Images: General Availability 🌟](https://www.jenkins.io/blog/2020/05/11/docker-windows-agents) [COMMUNITY-TOOL] + - [Jenkins: Shifting Gears 🌟🌟](https://www.jenkins.io/blog/2018/08/31/shifting-gears) [COMMUNITY-TOOL] + - [aws.amazon.com/blogs: Why Jenkins still continuously serves developers 🌟](https://aws.amazon.com/blogs/opensource/why-jenkins-still-continuously-serves-developers) [COMMUNITY-TOOL] + - [On Jenkins Terminology Updates](https://www.jenkins.io/blog/2020/06/18/terminology-update) [COMMUNITY-TOOL] + - [youtube: MSBuild With Jenkins | Jenkins For C# / .NET Applications](https://www.youtube.com/watch?v=uC7vajbnZS4) [COMMUNITY-TOOL] + - [linkedin: Jenkins Server setup with dynamic worker nodes](https://www.linkedin.com/pulse/jenkins-server-setup-dynamic-worker-nodes-shishir-khandelwal) [COMMUNITY-TOOL] + - [jenkins.io: Docker image updates](https://www.jenkins.io/blog/2021/02/08/docker-base-os-upgrade) [COMMUNITY-TOOL] + - [itnext.io: Jenkins: running workers in Kubernetes and Docker images build](https://itnext.io/jenkins-running-workers-in-kubernetes-and-docker-images-build-83299a10f3ca) [COMMUNITY-TOOL] + - [amazon.com: Building a serverless Jenkins environment on AWS Fargate](https://aws.amazon.com/es/blogs/devops/building-a-serverless-jenkins-environment-on-aws-fargate) [COMMUNITY-TOOL] + - [youtube: How to Create a GitLab Multibranch Pipeline in Jenkins](https://www.youtube.com/watch?app=desktop&v=y4XGFluzPHY&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] + - [jenkins.io: Easily reuse Tekton and Jenkins X from Jenkins 🌟](https://www.jenkins.io/blog/2021/04/21/tekton-plugin) [COMMUNITY-TOOL] + - [slideshare.net: Jeff Geerling - Jenkins or: How I learned to stop worrying' and love automation 🌟](https://www.slideshare.net/geerlingguy/jenkins-or-how-i-learned-to-stop-worrying-and-love-automation) [COMMUNITY-TOOL] + - [youtube - CloudBeesTV: How to Run a Shell Script in Jenkins Pipeline 🌟](https://www.youtube.com/watch?v=mbeQWBNaNKQ&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] + - [opensource.com: Make Jenkins logs pretty](https://opensource.com/article/21/5/jenkins-logs) [COMMUNITY-TOOL] + - [automationreinvented.blogspot.com: How to schedule a job in Jenkins pipeline?' How to run automation suite everyday with auto trigger scheduler?](https://automationreinvented.blogspot.com/2021/05/how-to-schedule-job-in-jenkins-pipeline.html) [COMMUNITY-TOOL] + - [automationscript.com: How To Read Jenkins Build Log Console Output](https://automationscript.com/how-to-read-console-output-in-jenkins-pipeline) [COMMUNITY-TOOL] + - [cloudbees.com: So, Your Jenkins Is Slow. Here’s How to Fix It 🌟](https://www.cloudbees.com/blog/your-jenkins-slow-how-to-fix) [COMMUNITY-TOOL] + - [youtube: Jenkins World 2017: How to Use Jenkins Less 🌟](https://www.youtube.com/watch?v=Zeqc6--0eQw&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] + - [youtube: Build Docker Image using Jenkins Pipeline | Push Docker Image to' Docker Hub using Jenkins 🌟](https://www.youtube.com/watch?v=ShTC1u7_jew&ab_channel=DevOpsHint) [COMMUNITY-TOOL] + - [youtube: Online Meetup: From local installation to scalable Jenkins on Kubernetes' 🌟](https://www.youtube.com/watch?v=BsYYVkophsk) [COMMUNITY-TOOL] + - [youtube: Jenkins and Sonarqube Integration with Maven | SonarScanner for' Maven and Integrate with Jenkins](https://www.youtube.com/watch?v=yEyVXUExSqs&ab_channel=DevOpsHint) [COMMUNITY-TOOL] + - [youtube: LambdaTest - Jenkins Tutorial For Beginners | Part 7 | Adding A' Jenkins Controller & Jenkins Agent Node On Azure](https://www.youtube.com/watch?v=-NUQhwmhTCw&ab_channel=LambdaTest) [COMMUNITY-TOOL] + - [youtube: Jenkins On Kubernetes Tutorial | How to setup Jenkins on kubernetes' cluster | Thetips4you 🌟](https://www.youtube.com/watch?v=_r-C_FFDLmU&ab_channel=Thetips4you) [COMMUNITY-TOOL] + - [docs.google.com: Jenkins Artwork Social Media & Open Graph Images](https://docs.google.com/presentation/d/1Q1PgNnRTgzBpVRXPqQo3PudzCa2eoc6_1_NRjFRMLrU/edit#slide=id.g778409cba7_0_46) [COMMUNITY-TOOL] + - [automationreinvented.blogspot.com: How to send email notification in Jenkins' using Groovy Script?](https://automationreinvented.blogspot.com/2021/06/how-to-send-email-notification-in.html) [COMMUNITY-TOOL] + - [gist.github.com/twasink: Jenkins Image, using Docker-in-Docker 🌟](https://gist.github.com/twasink/d52ef998b2a5b24cdfaa9e7358c5282f) [COMMUNITY-TOOL] + - [youtube: Run Jenkins Pipeline With AWS ECS Fargate & AWS EC2 Based ECS Cluster' | Learn DevOps Tools Ep4](https://www.youtube.com/watch?v=K2CBHLwPL50&ab_channel=SandipDas) [COMMUNITY-TOOL] + - [youtube LambdaTest: Jenkins Tutorial For Beginners | Part 9 | Cross Browser' Testing With LambdaTest Jenkins Plugin](https://www.youtube.com/watch?v=x5cyrE9ecis&ab_channel=LambdaTest) [COMMUNITY-TOOL] + - [developer.okta.com: Update App Secrets with Jenkins CI and .NET Core](https://developer.okta.com/blog/2021/07/08/jenkins-ci-dotnet-update-secrets) [COMMUNITY-TOOL] + - [jenkins.io: Git Username/Password Credentials Binding for sh, bat, and powershell' 🌟](https://www.jenkins.io/blog/2021/07/27/git-credentials-binding-phase-1) [COMMUNITY-TOOL] + - [youtube: Creating a CI/CD deployment pipeline for JenkinsCI with AWS SAM' Pipelines 🌟](https://www.youtube.com/watch?v=tJOlk-B66R4&ab_channel=ServerlessLand) [COMMUNITY-TOOL] + - [blogs.sap.com: SAP Cloud Integration automated testing using Jenkins and' Pipeline as a Code approach](https://blogs.sap.com/2021/07/29/sap-cloud-integration-automated-testing-using-jenkins-and-pipeline-as-a-code-approach) [COMMUNITY-TOOL] + - [github.com/jenkins-infra/jenkins.io/issues](https://github.com/jenkins-infra/jenkins.io/issues) ⭐ 427 [COMMUNITY-TOOL] + - [itnext.io: Jenkins Tutorial β€” Part 1 β€” Pipelines 🌟](https://itnext.io/jenkins-tutorial-part-1-pipelines-bd1397cf5509) [COMMUNITY-TOOL] + - [dev.to: Send notification to slack from the Jenkins CI Job and Jenkinsfile](https://dev.to/eavnitech/send-notification-to-slack-from-the-jenkins-ci-job-and-jenkinsfile-e-avni-tech-2lm5) [COMMUNITY-TOOL] + - [dev.to: Setting up a CI/CD with Jenkins](https://dev.to/kennethatria/setting-up-a-ci-cd-with-jenkins-4hln) [COMMUNITY-TOOL] + - [fabiogomezdiaz.com: How to Run Packer Pipelines on Jenkins: Part 1 - Traditional' Jenkins](https://fabiogomezdiaz.com/posts/how-to-run-packer-pipelines-on-jenkins-part1-traditional-jenkins) [COMMUNITY-TOOL] + - [jenkins.io: Docker images use Java 11 by default 🌟](https://www.jenkins.io/blog/2021/08/17/docker-images-use-jdk-11-by-default) [COMMUNITY-TOOL] + - [community.jenkins.io: DSTY - jenkins-std-lib (Shared Library) - Interact' with files/directories using Groovy!](https://community.jenkins.io/t/dsty-jenkins-std-lib-shared-library-interact-with-files-directories-using-groovy/398) [COMMUNITY-TOOL] + - [Connecting and authenticating to Jenkins with Teleport Application Access](https://github.com/gravitational/teleport/discussions/8330) ⭐ 20357 [DE FACTO STANDARD] + - [automationreinvented.blogspot.com: How to create parameterized job in Jenkins?' What is parameterized build in Jenkins?](https://automationreinvented.blogspot.com/2021/08/how-to-create-parameterized-job-in.html) [COMMUNITY-TOOL] + - [automationqahub.com: How To Publish ExtentReport Using Jenkins](https://automationqahub.com/how-to-publish-extentreport-using-jenkins) [COMMUNITY-TOOL] + - [developers.redhat.com: A developer's guide to CI/CD and GitOps with Jenkins' Pipelines](https://developers.redhat.com/articles/2022/01/13/developers-guide-cicd-and-gitops-jenkins-pipelines) [COMMUNITY-TOOL] + - [youtube: Cloud Learn Hub - How to Integrate Jenkins with Ansible Tower?](https://www.youtube.com/watch?v=E3Xyu29LIwY&ab_channel=CLOUDLEARNHUB) [COMMUNITY-TOOL] + - [youtube: Tech World with Nana - Jenkins Tutorial for Beginners](https://www.youtube.com/playlist?list=PLy7NrYWoggjw_LIiDK1LXdNN82uYuuuiC) [COMMUNITY-TOOL] + - [camunda.com: How We Overcame Long-Running Job Limitations in Jenkins Declarative' Pipelines](https://camunda.com/blog/2022/02/how-we-overcame-long-running-job-limitations-in-jenkins-declarative-pipelines) [COMMUNITY-TOOL] + - [aws.amazon.com: Jenkins high availability and disaster recovery on AWS' 🌟](https://aws.amazon.com/blogs/devops/jenkins-high-availability-and-disaster-recovery-on-aws) [COMMUNITY-TOOL] + - [fosstechnix.com: How to Validate Jenkinsfile using Visual Studio Code](https://www.fosstechnix.com/validate-jenkinsfile-using-visual-studio-code) [COMMUNITY-TOOL] + - [freecodecamp.org: Learn Jenkins by Building a CI/CD Pipeline 🌟](https://www.freecodecamp.org/news/learn-jenkins-by-building-a-ci-cd-pipeline) [COMMUNITY-TOOL] + - [itnext.io: Accelerate Development with Jenkins Pipelines and Continuous' Integration](https://itnext.io/accelerate-development-with-jenkins-pipelines-and-continuous-integration-9a6c7857ccd2) [COMMUNITY-TOOL] + - [github.com/jenkinsci/helm-charts](https://github.com/jenkinsci/helm-charts) ⭐ 656 [COMMUNITY-TOOL] + - [Presentation: NADOG - Evolution of open source CI/CD tools - Oleg Nenashev' 🌟](https://docs.google.com/presentation/d/17bQ30ycAUB-k4YZ4dC23cxNiNChvRRQO7_6FNGcS0j4/edit?usp=sharing) [COMMUNITY-TOOL] + - [Pipeline as Code](https://www.manning.com/books/pipeline-as-code) [COMMUNITY-TOOL] + - [riptutorial.com: Learning Jenkins](https://riptutorial.com/ebook/jenkins) [COMMUNITY-TOOL] + - [jenkins.io: Document Jenkins on Kubernetes: Installing Jenkins on Kubernetes' Documentation Release 🌟](https://www.jenkins.io/blog/2020/11/05/installing-jenkins-on-kubernetes) [COMMUNITY-TOOL] + - [jenkins.io: Installing Jenkins on Kubernetes 🌟](https://www.jenkins.io/doc/book/installing/kubernetes) [COMMUNITY-TOOL] + - [ssbostan/jenkins-stack-kubernetes 🌟](https://github.com/ssbostan/jenkins-stack-kubernetes) ⭐ 193 [COMMUNITY-TOOL] + - [ssbostan/jenkins-tutorial 🌟](https://github.com/ssbostan/jenkins-tutorial) ⭐ 358 [COMMUNITY-TOOL] + - [ssbostan/jenkins-stack-docker](https://github.com/ssbostan/jenkins-stack-docker) ⭐ 150 [COMMUNITY-TOOL] + - [github.com/jenkinsci/kubernetes-operator: 🌟](https://github.com/jenkinsci/kubernetes-operator) ⭐ 643 [COMMUNITY-TOOL] + - [jenkins.io: Jenkins Operator becomes an official sub-project!](https://www.jenkins.io/blog/2021/04/15/jenkins-operator-sub-project) [COMMUNITY-TOOL] + - [jenkins.io: Security Validator for Jenkins Operator for Kubernetes](https://www.jenkins.io/blog/2021/08/23/jenkins-operator-security-work-report) [COMMUNITY-TOOL] + - [opensource.com: Read and write files with Groovy](https://opensource.com/article/21/4/groovy-io) [COMMUNITY-TOOL] + - [sahilsk/awesome-jenkins](https://github.com/sahilsk/awesome-jenkins) ⭐ 70 [COMMUNITY-TOOL] + - [Hacking jenkins](https://github.com/orangetw/awesome-jenkins-rce-2019) [COMMUNITY-TOOL] + - [Jenkins SIG Platform 🌟](https://www.jenkins.io/sigs/platform) [COMMUNITY-TOOL] + - [Jenkins SIG Cloud Native 🌟](https://www.jenkins.io/sigs/cloud-native) [COMMUNITY-TOOL] + - [blog.techiescamp.com/jenkins-course 🌟🌟🌟](https://blog.techiescamp.com/jenkins-course) [COMMUNITY-TOOL] + - [wardviaene/jenkins-course](https://github.com/wardviaene/jenkins-course) [COMMUNITY-TOOL] + - [Job DSL](https://plugins.jenkins.io/job-dsl) [COMMUNITY-TOOL] + - [job-dsl **Gradle** Example](https://github.com/sheehan/job-dsl-gradle-example) ⭐ 451 [COMMUNITY-TOOL] + - [Jenkins DSL for **Nexus**](https://accenture.github.io/adop-cartridges-cookbook/docs/recipes/archiving-artefact-to-nexus) [COMMUNITY-TOOL] + - [Pipeline Global Library for ci.jenkins.io](https://github.com/jenkins-infra/pipeline-library) [COMMUNITY-TOOL] + - [Pipeline as Code with Jenkins 🌟](https://www.jenkins.io/solutions/pipeline) [COMMUNITY-TOOL] + - [**Why Pipeline?**](https://www.jenkins.io/doc/book/pipeline) [COMMUNITY-TOOL] + - [GitHub Gist - Faheetah/Jenkinsfile.groovy: **Jenkinsfile idiosynchrasies' with escaping and quotes**](https://gist.github.com/Faheetah/e11bd0315c34ed32e681616e41279ef4) [COMMUNITY-TOOL] + - [opensource.com - building cicd pipelines with jenkins 🌟](https://opensource.com/article/19/9/intro-building-cicd-pipelines-jenkins) [COMMUNITY-TOOL] + - [devopscube.com: Jenkins Pipeline as Code Tutorial For Beginners 🌟](https://devopscube.com/jenkins-pipeline-as-code) [COMMUNITY-TOOL] + - [loves.cloud: CI/CD Pipeline Using Docker and Jenkins](https://loves.cloud/ci-cd-pipeline-using-docker-and-jenkins) [COMMUNITY-TOOL] + - [opensource.com - Introduction to writing pipelines-as-code and implementing DevOps with Jenkins 2](https://opensource.com/article/18/8/devops-jenkins-2) [COMMUNITY-TOOL] + - [cloudbees.com: Top 10 Best Practices for Jenkins Pipeline Plugin 🌟🌟](https://www.cloudbees.com/blog/top-10-best-practices-jenkins-pipeline-plugin) [COMMUNITY-TOOL] + - [mtijhof.wordpress.com: Jenkins: Running a declarative pipeline from your' Shared Library 🌟](https://mtijhof.wordpress.com/2019/04/22/jenkins-running-a-declarative-pipeline-from-your-shared-library) [COMMUNITY-TOOL] + - [Starting with Declarative 1.2, released in late September, 2017, you can define Declarative Pipelines in your shared libraries as well 🌟](https://www.jenkins.io/doc/book/pipeline/shared-libraries) [COMMUNITY-TOOL] + - [Declarative Pipeline - Jenkins shared library 🌟](https://github.com/gfkse/jenkins-shared-library) ⭐ 22 [COMMUNITY-TOOL] + - [jenkins.io: Share a standard Pipeline across multiple projects with Shared' Libraries 🌟](https://www.jenkins.io/blog/2017/10/02/pipeline-templates-with-shared-libraries) [COMMUNITY-TOOL] + - 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[Code Average API](https://plugins.jenkins.io/code-coverage-api) [COMMUNITY-TOOL] + - [Fortify](https://plugins.jenkins.io/fortify) [COMMUNITY-TOOL] + - [SonarQube Scanner 🌟](https://plugins.jenkins.io/sonar) [COMMUNITY-TOOL] + - [Pipeline: SCM Step (workflow-scm-step)](https://www.jenkins.io/doc/pipeline/steps/workflow-scm-step) [COMMUNITY-TOOL] + - [Amazon EC2 plugin](https://plugins.jenkins.io/ec2) [COMMUNITY-TOOL] + - [Copy Artifact](https://plugins.jenkins.io/copyartifact) [COMMUNITY-TOOL] + - [Credentials Binding](https://plugins.jenkins.io/credentials-binding) [COMMUNITY-TOOL] + - [CVS plugin](https://plugins.jenkins.io/cvs) [COMMUNITY-TOOL] + - [SCM Filter Jervis YAML Plugin](https://plugins.jenkins.io/scm-filter-jervis) [COMMUNITY-TOOL] + - [Deploy Dashboard by Namecheap](https://plugins.jenkins.io/deploy-dashboard) [COMMUNITY-TOOL] + - [Plugin Usage](https://plugins.jenkins.io/plugin-usage-plugin) [COMMUNITY-TOOL] + - [Pipeline as YAML (Incubated) 🌟](https://plugins.jenkins.io/pipeline-as-yaml) [COMMUNITY-TOOL] + - 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[REST List Parameter](https://plugins.jenkins.io/rest-list-parameter) [COMMUNITY-TOOL] + - [Script Security](https://plugins.jenkins.io/script-security) [COMMUNITY-TOOL] + - [Azure Artifact Manager](https://plugins.jenkins.io/azure-artifact-manager) [COMMUNITY-TOOL] + - [Custom Checkbox Parameter 🌟](https://plugins.jenkins.io/custom-checkbox-parameter) [COMMUNITY-TOOL] + - [Git Push](https://plugins.jenkins.io/git-push) [COMMUNITY-TOOL] + - [ec2-fleet-plugin](https://plugins.jenkins.io/ec2-fleet) [COMMUNITY-TOOL] + - [vSphere cloud](https://plugins.jenkins.io/vsphere-cloud) [COMMUNITY-TOOL] + - [Nomad](https://plugins.jenkins.io/nomad) [COMMUNITY-TOOL] + - [Azure Key Vault](https://plugins.jenkins.io/azure-keyvault) [COMMUNITY-TOOL] + - [Pipeline Utility Steps 🌟🌟](https://plugins.jenkins.io/pipeline-utility-steps) [COMMUNITY-TOOL] + - [InsightVM Container Image Scanner](https://plugins.jenkins.io/rapid7-insightvm-container-assessment) [COMMUNITY-TOOL] + - [Aqua Security Scanner](https://plugins.jenkins.io/aqua-security-scanner) [COMMUNITY-TOOL] + - [blueocean-rest: REST API for Blue Ocean](https://plugins.jenkins.io/blueocean-rest) [COMMUNITY-TOOL] + - [Blue Ocean Pipeline Editor](https://plugins.jenkins.io/blueocean-pipeline-editor) [COMMUNITY-TOOL] + - [AWS Kinesis Consumer](https://plugins.jenkins.io/aws-kinesis-consumer) [COMMUNITY-TOOL] + - [Cucumber reports](https://plugins.jenkins.io/cucumber-reports) [COMMUNITY-TOOL] + - [NPM and Yarn Wrapper and Steps](https://plugins.jenkins.io/npm-yarn-wrapper-steps) [COMMUNITY-TOOL] + - [Plugin Development](https://www.jenkins.io/doc/developer/plugin-development) [COMMUNITY-TOOL] + - [Plugin Development: Dependency Management](https://www.jenkins.io/doc/developer/plugin-development/dependency-management) [COMMUNITY-TOOL] + - [Parent POM for Jenkins Plugins. Plugin POM 4.0](https://github.com/jenkinsci/plugin-pom) ⭐ 75 [COMMUNITY-TOOL] + - [Jenkins BlueOcean 🌟](https://www.jenkins.io/doc/book/blueocean/getting-started) [COMMUNITY-TOOL] + - [Splunk Plugins](https://plugins.jenkins.io/splunk-devops) [COMMUNITY-TOOL] + - [Logstash](https://plugins.jenkins.io/logstash) [COMMUNITY-TOOL] + - [ALM Performance: Continuously Monitor Performance and Vitality of your Jenkins' Deployment](https://www.almtoolbox.com/jenkins-monitoring.php) [COMMUNITY-TOOL] + - [youtube: Monitoring Jenkins with Grafana and Prometheus](https://www.youtube.com/watch?v=EWFJem7GUAc) [COMMUNITY-TOOL] + - [youtube: Jenkins Prometheus Grafana Dashboard | Prometheus Jenkins Monitoring' | Prometheus.yml | Thetips4you](https://www.youtube.com/watch?v=N8P9ZLMA2xY) [COMMUNITY-TOOL] + - [dynatrace.com: optimizing jenkins to ensure fast build times with dynatrace](https://www.dynatrace.com/news/blog/optimizing-jenkins-to-ensure-fast-build-times-with-dynatrace) [COMMUNITY-TOOL] + - [Jenkins plugin to provide automatic status for multibranch jobs (Grafana)](https://plugins.jenkins.io/github-autostatus) [COMMUNITY-TOOL] + - 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[jenkins-infra/jenkins-usage-stats 🌟](https://github.com/jenkins-infra/jenkins-usage-stats) [COMMUNITY-TOOL] + - [External Fingerprint Storage Phase-1 Updates](https://www.jenkins.io/blog/2020/06/27/external-fingerprint-storage) [COMMUNITY-TOOL] + - [Redis Fingerprint Storage Plugin](https://github.com/jenkinsci/redis-fingerprint-storage-plugin) ⭐ 5 [COMMUNITY-TOOL] + - [piotrminkowski.wordpress.com: Kotlin microservice with spring boot](https://piotrminkowski.wordpress.com/2019/01/15/kotlin-microservice-with-spring-boot) [COMMUNITY-TOOL] + - [itnext.io: docker in docker](https://itnext.io/docker-in-docker-521958d34efd) [COMMUNITY-TOOL] + - [code-maze.com: ci jenkins docker](https://code-maze.com/ci-jenkins-docker) [COMMUNITY-TOOL] + - [ref1: docker build --network=host](https://github.com/awslabs/amazon-eks-ami/issues/183) ⭐ 2647 [COMMUNITY-TOOL] + - [How to Disable Code: The Developer's Production Kill Switch 🌟](https://www.cloudbees.com/blog/how-disable-code-developers-production-kill-switch) [COMMUNITY-TOOL] + - [jenkinsci/jenkins-scripts 🌟](https://github.com/jenkinsci/jenkins-scripts) [COMMUNITY-TOOL] + - [Jervis](https://github.com/samrocketman/jervis/wiki) ⭐ 271 [COMMUNITY-TOOL] + - [itnext.io/tagged/jenkins-x](https://itnext.io/tagged/jenkins-x) [COMMUNITY-TOOL] + - [itnext.io: Jenkins X β€” Managing Jenkins](https://itnext.io/jenkins-x-managing-jenkins-926f0e0f8bcf) [COMMUNITY-TOOL] + - [Youtube: Jenkins X: Continuous Delivery for Kubernetes with James Strachan](https://www.youtube.com/watch?v=BF3MhFjvBTU) [COMMUNITY-TOOL] + - [blog.csanchez.org: Serverless Jenkins Pipelines with Google Cloud Run](https://blog.csanchez.org/2021/06/15/serverless-jenkins-pipelines-with-google-cloud-run) [COMMUNITY-TOOL] + - [blogs.sap.com: Continuous quality using plugins and Jenkins (ABAP & UI5)](https://blogs.sap.com/2020/10/18/continuous-quality-using-plugins-and-jenkins-abap-ui5) [COMMUNITY-TOOL] + - [blogs.sap.com: CI/CD Tools for SAP Cloud Platform ABAP Environment](https://blogs.sap.com/2020/10/22/ci-cd-tools-for-sap-cloud-platform-abap-environment) [COMMUNITY-TOOL] + - [templates.cloudonaut.io: Jenkins 2.0: highly available master](https://templates.cloudonaut.io/en/stable/jenkins/#jenkins-20-highly-available-master) [COMMUNITY-TOOL] -#### AWS Official - - - **(2023)** [community.aws/training: Training and Certification](https://builder.aws.com/learn) [COMMUNITY-TOOL] [GUIDE] β€” An official community hub connecting cloud builders with modern development labs, learning blueprints, and architectural expert-led events. ## Continuous Integration ### CI Tools #### Jenkins (1) - - [openshift-pipeline](https://plugins.jenkins.io/openshift-pipeline) [EN CONTENT] [COMMUNITY-TOOL] β€” Allows direct deployment integrations inside Red Hat OpenShift pipelines via Jenkins, automating image building and pipeline orchestrations. - - [openshift-sync](https://plugins.jenkins.io/openshift-sync) [EN CONTENT] [COMMUNITY-TOOL] β€” Synchronizes OpenShift environment configs, secrets, build limits, and pod templates automatically to ensure consistent CI runner execution. - - [openshift-client](https://plugins.jenkins.io/openshift-client) [EN CONTENT] [COMMUNITY-TOOL] β€” Exposes OpenShift's command-line tool definitions directly inside Jenkins jobs, enabling custom script actions to command remote clusters safely. + - [performance-plugin](https://github.com/jenkinsci/performance-plugin) ⭐ 194 [EN CONTENT] [COMMUNITY-TOOL] β€” A stable Jenkins CI plugin designed to ingest, compile, and visualize execution metrics from varied load-testing libraries including JMeter, Taurus, and JUnit. ## DevOps ### CI-CD Pipelines #### Jenkins Ecosystem - - **(2026)** [==Jenkins Pipeline Syntax: Scripted Syntax (Groovy DSL syntax) & Declarative Syntax 🌟==](https://www.jenkins.io/doc/book/pipeline/syntax) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Authoritative documentation explaining scripted and declarative Jenkins pipeline configuration syntaxes. Breaks down flow control structures, declarative directives, agent allocations, and step definitions essential to enterprise build automation. -## GitOps and Continuous Delivery - -### Kubernetes Native CI-CD - -#### Argo Workflows - - - **(2023)** [==Migrating CI/CD from Jenkins to Argo Workflows==](https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A comprehensive real-world migration case study detailing how Intuit transitioned high-volume CI/CD pipelines from Jenkins to Kubernetes-native Argo Workflows. Outlines critical architectural lessons, scale bottlenecks, pipeline-as-code models, and resource optimization. + - [Jenkins Pipeline Syntax: Scripted Syntax (Groovy DSL syntax) & Declarative' Syntax 🌟](https://www.jenkins.io/doc/book/pipeline/syntax) [EN CONTENT] [DOCUMENTATION] [DE FACTO STANDARD] β€” Authoritative documentation explaining scripted and declarative Jenkins pipeline configuration syntaxes. Breaks down flow control structures, declarative directives, agent allocations, and step definitions essential to enterprise build automation. ## Red Hat OpenShift ### CI-CD Pipelines (1) #### Jenkins Ecosystem (1) - - **(2018)** [opensource.com: running jenkins builds containers 🌟](https://opensource.com/article/18/4/running-jenkins-builds-containers) [EN CONTENT] [COMMUNITY-TOOL] β€” Step-by-step tutorial addressing the orchestration of containerized workloads inside a Jenkins building phase. Evaluates Docker-in-Docker strategies and Kubernetes dynamic agents to avoid single-host execution bottlenecks and guarantee runtime isolation. - **(2018)** [Building Declarative Pipelines with OpenShift DSL Plugin 🌟🌟](https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin) [EN CONTENT] [COMMUNITY-TOOL] β€” Details strategies to compile reliable, declarative Jenkins pipelines utilizing OpenShift DSL plugins. Discusses native methods to trigger S2I builds, promote container images, and securely communicate with Cluster managers. -## Runtime Optimizations - -### JVM Tuning - -#### Garbage Collection - - - **(2016)** [jenkins.io - Tuning Jenkins GC For Responsiveness and Stability with Large Instances 🌟](https://www.jenkins.io/blog/2016/11/21/gc-tuning) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Landmark analytical study detailing optimized GC settings for massive scale Jenkins controller instances. Discusses keeping response times low under heavy CI execution queues. -#### Language Fundamentals - - - **(2021)** [Running Jenkins on Java 11 🌟](https://www.jenkins.io/doc/administration/requirements/jenkins-on-java-11/#:~:text=The%20easiest%20way%20to%20run,images%2C%20use%20the%20jdk11%20tag.) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Administrative guide addressing the platform transition of the Jenkins controller from obsolete Java 8 engines to modern Java 11 runtime profiles. -## Software Engineering - -### CICD - -#### Trends - - - **(2021)** [sdtimes.com: CI/CD pipelines are expanding 🌟](https://sdtimes.com/devops/ci-cd-pipelines-are-expanding) [COMMUNITY-TOOL] β€” Explores how modern CI/CD pipelines are expanding their scope to integrate security scans, compliance policy engines, and platform provisioning stages. + - [opensource.com: running jenkins builds containers 🌟](https://opensource.com/article/18/4/running-jenkins-builds-containers) [EN CONTENT] [COMMUNITY-TOOL] β€” Step-by-step tutorial addressing the orchestration of containerized workloads inside a Jenkins building phase. Evaluates Docker-in-Docker strategies and Kubernetes dynamic agents to avoid single-host execution bottlenecks and guarantee runtime isolation. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Argo](./argo.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) diff --git a/v2-docs/keptn.md b/v2-docs/keptn.md new file mode 100644 index 00000000..0d671ad1 --- /dev/null +++ b/v2-docs/keptn.md @@ -0,0 +1,17 @@ +# Keptn + +!!! info "Architectural Context" + Detailed reference for Keptn in the context of Engineering Pipeline. + +## Standard Reference + + - [Keptn Jenkins Shared Library](https://github.com/keptn-sandbox/keptn-jenkins-library) ⭐ 8 [COMMUNITY-TOOL] + - [thenewstack.io: How Keptn Automatically Configures Prometheus Ecosystems](https://thenewstack.io/how-keptn-automatically-configures-prometheus-ecosystems) [COMMUNITY-TOOL] + - [github.com/keptn-sandbox/keptn-on-k3s: Tutorial: Keptn for Dynatrace Users' in 5 Minutes 🌟](https://github.com/keptn-sandbox/keptn-on-k3s/blob/master/README-KeptnForDynatrace.md) ⭐ 29 [COMMUNITY-TOOL] + - [youtube: Tutorial - Keptn in a box](https://www.youtube.com/watch?v=OQAXQrKhIt0&ab_channel=keptn) [COMMUNITY-TOOL] + - [dynatrace-perfclinics.github.io: Why Devs Love Dynatrace 🌟](https://dynatrace-perfclinics.github.io/codelabs/why-devs-love-dynatrace-2/index.html) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) + diff --git a/v2-docs/kubectl-commands.md b/v2-docs/kubectl-commands.md index 8685354f..a173f578 100644 --- a/v2-docs/kubectl-commands.md +++ b/v2-docs/kubectl-commands.md @@ -3,15 +3,36 @@ !!! info "Architectural Context" Detailed reference for Kubectl Commands in the context of The Container Stack. -## Continuous Integration +## Standard Reference -### CI Tools + - [itnext.io: Boosting your kubectl productivity](https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712) [COMMUNITY-TOOL] + - [developers.redhat.com: Kubectl: Developer tips for the Kubernetes command' line 🌟](https://developers.redhat.com/blog/2020/11/20/kubectl-developer-tips-for-the-kubernetes-command-line) [COMMUNITY-TOOL] + - [opensource.com: 5 useful ways to manage Kubernetes with kubectl](https://opensource.com/article/21/7/kubectl) [COMMUNITY-TOOL] + - [hackerxone.com: How to Manage Single & Multiple Kubernetes Clusters using' kubectl & kubectx in Linux](https://www.hackerxone.com/2021/07/10/how-manage-single-multiple-kubernetes-clusters-using-kubectl-kubectx-linux) [COMMUNITY-TOOL] + - [Get kubectl access to your private cluster from anywhere](https://blog.alexellis.io/get-private-kubectl-access-anywhere) [COMMUNITY-TOOL] + - [dev.to: Open a command prompt in a Kubernetes cluster](https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g) [COMMUNITY-TOOL] + - [inlets.dev: Fixing the Developer Experience of Kubernetes Port Forwarding](https://inlets.dev/blog/2022/06/24/fixing-kubectl-port-forward.html) [COMMUNITY-TOOL] + - [itnext.io: How to Restart Kubernetes Pods With Kubectl 🌟](https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961) [COMMUNITY-TOOL] + - [superbrothers/zsh-kubectl-prompt 🌟](https://github.com/superbrothers/zsh-kubectl-prompt) ⭐ 591 [COMMUNITY-TOOL] + - [hidetatz/kubecolor 🌟](https://github.com/hidetatz/kubecolor) ⭐ 1445 [COMMUNITY-TOOL] + - [learnitguide.net: How to Create ConfigMap from Properties File Using K8s' Client](https://www.learnitguide.net/2023/04/how-to-create-configmap-from-properties.html) [COMMUNITY-TOOL] + - [shardul.dev: Most Useful kubectl Plugins](https://shardul.dev/most-useful-kubectl-plugins) [COMMUNITY-TOOL] + - [howtogeek.com: Getting Started With Kubectl to Manage Kubernetes Clusters](https://www.howtogeek.com/devops/getting-started-with-kubectl-to-manage-kubernetes-clusters) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes Contexts: Complete Guide for Developers](https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7) [COMMUNITY-TOOL] + - [ahmetb/kubectl-aliases](https://github.com/ahmetb/kubectl-aliases) ⭐ 3691 [ENTERPRISE-STABLE] + - [kubectl explain](https://jamesdefabia.github.io/docs/user-guide/kubectl/kubectl_explain) [COMMUNITY-TOOL] + - [itnext.io: Using β€˜kubectl explain’ for Custom Resources](https://itnext.io/understanding-kubectl-explain-9d703396cc8) [COMMUNITY-TOOL] + - [github.com/trstringer/kubectl-example](https://github.com/trstringer/kubectl-example) ⭐ 13 [COMMUNITY-TOOL] + - [kubectl Shell Autocomplete](https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3) [COMMUNITY-TOOL] + - [complete-alias](https://github.com/cykerway/complete-alias) ⭐ 811 [COMMUNITY-TOOL] + - [A Complete Guide to Kubectl exec](https://refine.dev/blog/kubectl-exec-command) [COMMUNITY-TOOL] + - [itnext.io: Connect to containers using Kubectl Exec](https://itnext.io/connect-to-containers-using-kubectl-exec-b1fb5c171f03) [COMMUNITY-TOOL] + - [goteleport.com: kubectl exec vs SSH](https://goteleport.com/blog/ssh-vs-kubectl) [COMMUNITY-TOOL] + - [hackernoon.com: How to Work With the Kubectl Debug Command](https://hackernoon.com/how-to-work-with-the-kubectl-debug-command) [COMMUNITY-TOOL] + - [Flag export deprecated in kubernetes 1.14](https://github.com/kubernetes/kubernetes/pull/73787) ⭐ 122403 [DE FACTO STANDARD] + - [container-registry.com: Lifting Developers’ Productivity 🌟](https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl) [COMMUNITY-TOOL] -#### Jenkins - - - [**Jenkins Kubernetes Plugin**](https://plugins.jenkins.io/kubernetes) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The critical Kubernetes integration for Jenkins, executing dynamic agents directly inside cluster pods. Solves pipeline scale issues by tearing down runner instances upon build completion. - - [Kubernetes Continuous Deploy](https://plugins.jenkins.io/kubernetes-cd) [EN CONTENT] [COMMUNITY-TOOL] β€” A traditional Jenkins plugin for deploying build outputs to Kubernetes. Note: Has fallen out of favor in modern GitOps-centric continuous delivery pipelines. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/kubernetes-alternatives.md b/v2-docs/kubernetes-alternatives.md index 2becf8e8..d40ff765 100644 --- a/v2-docs/kubernetes-alternatives.md +++ b/v2-docs/kubernetes-alternatives.md @@ -9,7 +9,7 @@ #### Plugins and Extensions - - **(2024)** [llama.cpp plugin](https://github.com/samyfodil/taubyte-llama-satellite) ⭐ 17 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [EMERGING] β€” An experimental extension linking llama.cpp to the Taubyte engine, enabling localized, serverless large language model (LLM) inference across edge nodes. + - [llama.cpp plugin](https://github.com/samyfodil/taubyte-llama-satellite) ⭐ 17 [EN CONTENT] [ADVANCED LEVEL] [EMERGING] β€” An experimental extension linking llama.cpp to the Taubyte engine, enabling localized, serverless large language model (LLM) inference across edge nodes. ## Cloud Platforms ### AWS Infrastructure @@ -19,14 +19,14 @@ - **(2023)** [techtarget.com: Amazon ECS vs. Kubernetes: Which should you use on AWS?](https://www.techtarget.com/searchcloudcomputing/answer/Amazon-ECS-vs-Kubernetes-Which-should-you-use-on-AWS) [EN CONTENT] [COMMUNITY-TOOL] β€” A comprehensive comparison outlining the structural and operational trade-offs between AWS's native Elastic Container Service (ECS) and fully managed Kubernetes (EKS). While ECS significantly lowers execution overhead and integration hurdles on AWS, EKS remains highly favored for multi-cloud parity and vendor-agnostic architecture designs. #### Hybrid Orchestration - - **(2021)** [thenewstack.io: No Kubernetes Needed: Amazon ECS Anywhere](https://thenewstack.io/no-kubernetes-needed-amazon-ecs-anywhere) [EN CONTENT] [COMMUNITY-TOOL] β€” Analyzes Amazon ECS Anywhere as an alternative orchestration pathway bypassing Kubernetes complexity for on-premises hardware. Emphasizes the technical benefits of running native ECS task definitions in a hybrid cloud configuration with identical control plane semantics. + - [thenewstack.io: No Kubernetes Needed: Amazon ECS Anywhere](https://thenewstack.io/no-kubernetes-needed-amazon-ecs-anywhere) [EN CONTENT] [COMMUNITY-TOOL] β€” Analyzes Amazon ECS Anywhere as an alternative orchestration pathway bypassing Kubernetes complexity for on-premises hardware. Emphasizes the technical benefits of running native ECS task definitions in a hybrid cloud configuration with identical control plane semantics. ## Configuration Management ### Infrastructure as Code #### Ansible Automation - - **(2022)** [galaxy.ansible.com: Docker Ansible Role](https://galaxy.ansible.com/atosatto/docker-swarm) [EN CONTENT] [COMMUNITY-TOOL] β€” An open-source Ansible role facilitating the automated provisioning, node join orchestration, and operational state initialization of multi-host Docker Swarm clusters. + - [galaxy.ansible.com: Docker Ansible Role](https://galaxy.ansible.com/atosatto/docker-swarm) [EN CONTENT] [COMMUNITY-TOOL] β€” An open-source Ansible role facilitating the automated provisioning, node join orchestration, and operational state initialization of multi-host Docker Swarm clusters. ## Container Infrastructure ### Alternative Orchestrators @@ -34,83 +34,96 @@ #### Comparative Studies - **(2025)** [nomadproject.io: An alternative to Kubernetes](https://developer.hashicorp.com/nomad/docs/k8s-nomad) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Deep architectural documentation comparing scheduling logic, API designs, and cluster management methods in both Nomad and Kubernetes environments. - - **(2023)** [imaginarycloud.com: Nomad VS. Kubernetes: Container Orchestration Tools Compared](https://www.imaginarycloud.com/blog/nomad-vs-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A comparative analysis between Nomad and Kubernetes across performance, ease of use, security, and community support in modern distributed microservice systems. - - **(2023)** [Alternative to Kubernetes: Docker Swarm](https://www.linkedin.com/pulse/alternative-kubernetes-docker-swarm-marcel-koert) [EN CONTENT] [COMMUNITY-TOOL] β€” Details how Docker Swarm acts as an active, highly efficient alternative to Kubernetes for resource-constrained microservices, lowering overhead and operating costs. - **(2022)** [codemotion.com: Nomad vs Kubernetes but without the complexity](https://www.codemotion.com/magazine/backend/nomad-kubernetes-but-without-the-complexity) [EN CONTENT] [COMMUNITY-TOOL] β€” Breaks down Nomad's benefits, emphasizing low infrastructure consumption, lightning-fast scheduling runs, and straightforward configuration via HashiCorp Configuration Language (HCL). - **(2022)** [dotnettricks.com: Kubernetes vs Docker: Analyzing The Differences](https://www.scholarhat.com/tutorial/docker/kubernetes-vs-docker-analyzing-the-differences) [EN CONTENT] [COMMUNITY-TOOL] β€” Clears up the core differences between the Docker runtime engine and Kubernetes, helping engineers understand how their roles differ in containerized architectures. - - **(2022)** [freecodecamp.org: Kubernetes VS Docker: What's the Difference? Explained With Example](https://www.freecodecamp.org/news/kubernetes-vs-docker-whats-the-difference-explained-with-examples) [EN CONTENT] [COMMUNITY-TOOL] β€” An educational guide on container systems. Uses practical, clear examples to explain the operational differences between standalone Docker systems and multi-node Kubernetes configurations. - **(2022)** [thinksys.com: Docker Swarm vs. Kubernetes: Comparison 2022](https://thinksys.com/devops/docker-swarm-vs-kubernetes-comparison) [EN CONTENT] [COMMUNITY-TOOL] β€” Analyzes Kubernetes and Docker Swarm across scaling, persistent volume management, networking architectures, and administrative complexity. - **(2022)** [portainer.io: Kubernetes vs Docker Swarm vs Nomad - the orchestrator wars continue?](https://www.portainer.io/blog/docker-swarm-vs-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” An operational review comparing Kubernetes, Docker Swarm, and HashiCorp Nomad, exploring how deployment scale and team size should guide platform decisions. - - **(2021)** [Kubernetes vs Docker Swarm:β€ŠA Comprehensive Comparison](https://www.cuelogic.com/blog/kubernetes-vs-docker-swarm) [EN CONTENT] [COMMUNITY-TOOL] β€” Presents a feature-by-feature evaluation comparing Kubernetes and Docker Swarm across critical engineering parameters such as networking, volume storage, scaling limits, and configuration friction. - **(2021)** [semaphoreci.com: Kubernetes vs Docker: Understanding Containers in 2021](https://semaphore.io/blog/kubernetes-vs-docker) [EN CONTENT] [COMMUNITY-TOOL] β€” Provides a detailed look at container orchestration. Compares Docker Compose, Docker Swarm, and Kubernetes to help cloud teams select the right tool for their scalability needs. + - [imaginarycloud.com: Nomad VS. Kubernetes: Container Orchestration Tools' Compared](https://www.imaginarycloud.com/blog/nomad-vs-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A comparative analysis between Nomad and Kubernetes across performance, ease of use, security, and community support in modern distributed microservice systems. + - [Kubernetes vs Docker Swarm:β€ŠA Comprehensive Comparison](https://www.cuelogic.com/blog/kubernetes-vs-docker-swarm) [EN CONTENT] [COMMUNITY-TOOL] β€” Presents a feature-by-feature evaluation comparing Kubernetes and Docker Swarm across critical engineering parameters such as networking, volume storage, scaling limits, and configuration friction. + - [Alternative to Kubernetes: Docker Swarm](https://www.linkedin.com/pulse/alternative-kubernetes-docker-swarm-marcel-koert) [EN CONTENT] [COMMUNITY-TOOL] β€” Details how Docker Swarm acts as an active, highly efficient alternative to Kubernetes for resource-constrained microservices, lowering overhead and operating costs. + - [freecodecamp.org: Kubernetes VS Docker: What's the Difference? Explained' With Example](https://www.freecodecamp.org/news/kubernetes-vs-docker-whats-the-difference-explained-with-examples) [EN CONTENT] [COMMUNITY-TOOL] β€” An educational guide on container systems. Uses practical, clear examples to explain the operational differences between standalone Docker systems and multi-node Kubernetes configurations. #### Docker Swarm - - **(2026)** [**Docker Swarm**](https://docs.docker.com/engine/swarm) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The built-in clustering engine for Docker. Offers out-of-the-box multi-host networking, service discovery, and declarative configuration, serving as the primary lightweight orchestrator for small-to-medium topologies. + - [Docker Swarm](https://docs.docker.com/engine/swarm) [EN CONTENT] [ENTERPRISE-STABLE] β€” The built-in clustering engine for Docker. Offers out-of-the-box multi-host networking, service discovery, and declarative configuration, serving as the primary lightweight orchestrator for small-to-medium topologies. #### Evaluations - - **(2022)** [chaordic.io: Is Nomad a better Kubernetes?](https://chaordic.io/blog/is-nomad-a-better-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores the core performance profiles, security characteristics, and structural ease-of-use cases that might make Nomad a superior choice over Kubernetes for specific application architectures. - - **(2021)** [atodorov.me: Why you should take a look at Nomad before jumping on Kubernetes](https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumping-on-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A technical evaluation emphasizing why platform engineers should analyze Nomad's single-binary execution architecture before defaulting to a multi-component Kubernetes layout. + - [atodorov.me: Why you should take a look at Nomad before jumping on Kubernetes](https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumping-on-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A technical evaluation emphasizing why platform engineers should analyze Nomad's single-binary execution architecture before defaulting to a multi-component Kubernetes layout. + - [chaordic.io: Is Nomad a better Kubernetes?](https://chaordic.io/blog/is-nomad-a-better-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores the core performance profiles, security characteristics, and structural ease-of-use cases that might make Nomad a superior choice over Kubernetes for specific application architectures. #### HashiCorp Nomad - **(2026)** [==Nomad==](https://developer.hashicorp.com/nomad) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” HashiCorp's lightweight, flexible enterprise-grade scheduler designed to deploy containerized, non-containerized, and legacy applications. It scales smoothly from local machines to global multi-cloud topologies, drastically reducing operating costs compared to classic Kubernetes control planes. - - **(2019)** [Nomad an alternative to Kubernetes](https://blog.nobugware.com/post/2019/nomad_an_alternative_to_kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A detailed analysis comparing Nomad's architectural simplicity against Kubernetes' complex control planes. Explores the decoupled single-binary paradigm and its integration with Consul for secure service discovery. + - [Nomad an alternative to Kubernetes](https://blog.nobugware.com/post/2019/nomad_an_alternative_to_kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A detailed analysis comparing Nomad's architectural simplicity against Kubernetes' complex control planes. Explores the decoupled single-binary paradigm and its integration with Consul for secure service discovery. #### Legacy Orchestrator Frameworks - - **(2021)** [Simplenetes](https://github.com/simplenetes-io/simplenetes) ⭐ 765 [EN CONTENT] 🌟 [LEGACY] β€” A highly simplified container orchestration tool designed as an alternative to Kubernetes. Lacks active development (>4 years inactive), recommended solely for legacy academic reference. - - **(2020)** [swarmlet/swarmlet: Swarmlet](https://github.com/swarmlet/swarmlet) ⭐ 816 [EN CONTENT] 🌟 [LEGACY] β€” A lightweight self-hosted PaaS wrapper utilizing Docker Swarm. Note: Currently inactive (>4 years since last commit), making it a legacy reference rather than a production-grade modern solution. + - [swarmlet/swarmlet: Swarmlet](https://github.com/swarmlet/swarmlet) ⭐ 816 [EN CONTENT] [LEGACY] β€” A lightweight self-hosted PaaS wrapper utilizing Docker Swarm. Note: Currently inactive (>4 years since last commit), making it a legacy reference rather than a production-grade modern solution. + - [Simplenetes](https://github.com/simplenetes-io/simplenetes) ⭐ 765 [EN CONTENT] [LEGACY] β€” A highly simplified container orchestration tool designed as an alternative to Kubernetes. Lacks active development (>4 years inactive), recommended solely for legacy academic reference. #### Market Analysis - - **(2021)** [thenewstack.io: Cycle.io: Meet the Team on a Mission to Replace Kubernetes](https://thenewstack.io/cycle-io-meet-the-team-on-a-mission-to-replace-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines the foundational goals of the Cycle.io team in their effort to reduce the administrative burden of infrastructure deployment. Traces their focus on replacing yaml-heavy configurations with managed container abstractions. - - **(2020)** [thenewstack.io: Cycle.io: A Container Orchestration Platform Aimed at Developers](https://thenewstack.io/cycle-io-a-container-orchestration-platform-aimed-at-developers) [EN CONTENT] [COMMUNITY-TOOL] β€” An architecture-focused critique of Cycle.io's developer-first approach to container scheduling. Details how its managed API layer automatically handles provisioning, security, and updates across heterogeneous server pools. + - [thenewstack.io: Cycle.io: Meet the Team on a Mission to Replace Kubernetes](https://thenewstack.io/cycle-io-meet-the-team-on-a-mission-to-replace-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines the foundational goals of the Cycle.io team in their effort to reduce the administrative burden of infrastructure deployment. Traces their focus on replacing yaml-heavy configurations with managed container abstractions. + - [thenewstack.io: Cycle.io: A Container Orchestration Platform Aimed at Developers](https://thenewstack.io/cycle-io-a-container-orchestration-platform-aimed-at-developers) [EN CONTENT] [COMMUNITY-TOOL] β€” An architecture-focused critique of Cycle.io's developer-first approach to container scheduling. Details how its managed API layer automatically handles provisioning, security, and updates across heterogeneous server pools. #### Production Case Studies - - **(2020)** [blog.cloudflare.com: How we use HashiCorp Nomad (Cloudflare using Nomad and Consul)](https://blog.cloudflare.com/how-we-use-hashicorp-nomad) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Cloudflare's technical deep dive detailing their usage of Nomad and Consul to coordinate critical workloads across their global edge network. Provides concrete proof of Nomad's robustness under massive world-wide scale. - - **(2020)** [thenewstack.io: Conductor: Why We Migrated from Kubernetes to Nomad](https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Conductor's engineering review on migrating core container workloads from Kubernetes to Nomad, outlining significant performance improvements, simplified operations, and reliable scheduling speeds. + - [blog.cloudflare.com: How we use HashiCorp Nomad (Cloudflare using Nomad' and Consul)](https://blog.cloudflare.com/how-we-use-hashicorp-nomad) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Cloudflare's technical deep dive detailing their usage of Nomad and Consul to coordinate critical workloads across their global edge network. Provides concrete proof of Nomad's robustness under massive world-wide scale. + - [thenewstack.io: Conductor: Why We Migrated from Kubernetes to Nomad](https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Conductor's engineering review on migrating core container workloads from Kubernetes to Nomad, outlining significant performance improvements, simplified operations, and reliable scheduling speeds. #### SaaS Platforms - - **(2026)** [Cycle.io](https://cycle.io) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A low-overhead, managed SaaS container orchestration engine built directly on bare-metal virtual networks. Simplifies infrastructure delivery by removing massive orchestration systems like Kubernetes, enabling rapid container deployment with native security controls. + - [Cycle.io](https://cycle.io) [EN CONTENT] [COMMUNITY-TOOL] β€” A low-overhead, managed SaaS container orchestration engine built directly on bare-metal virtual networks. Simplifies infrastructure delivery by removing massive orchestration systems like Kubernetes, enabling rapid container deployment with native security controls. #### Tutorials - - **(2022)** [linkedin.com: Docker Series : Docker Swarm - Lionel GURRET](https://www.linkedin.com/pulse/docker-series-swarm-lionel-gurret) [EN CONTENT] [COMMUNITY-TOOL] β€” A technical tutorial focusing on Docker Swarm's features, including native swarm routing meshes, ingress control, overlay networking, and secret storage mechanics. + - [linkedin.com: Docker Series : Docker Swarm - Lionel GURRET](https://www.linkedin.com/pulse/docker-series-swarm-lionel-gurret) [EN CONTENT] [COMMUNITY-TOOL] β€” A technical tutorial focusing on Docker Swarm's features, including native swarm routing meshes, ingress control, overlay networking, and secret storage mechanics. ### Architecture Decisions #### Sizing Guidance - - **(2020)** [β€œLet’s use Kubernetes!” Now you have 8 problems](https://pythonspeed.com/articles/dont-need-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A widely cited engineering critique highlighting the cognitive load and complexity traps of adopting Kubernetes for smaller teams and projects. Recommends pragmatic, simpler orchestration alternatives for low-to-medium traffic profiles. + - [β€œLet’s use Kubernetes!” Now you have 8 problems](https://pythonspeed.com/articles/dont-need-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A widely cited engineering critique highlighting the cognitive load and complexity traps of adopting Kubernetes for smaller teams and projects. Recommends pragmatic, simpler orchestration alternatives for low-to-medium traffic profiles. ### Legacy Systems #### Docker Enterprise - **(2021)** [Universal Control Plane overview](https://docs.docker.com) [EN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [LEGACY] β€” Archived documentation for Mirantis Universal Control Plane (UCP). Offers historic guidance on running large-scale legacy Docker Swarm Enterprise and Kubernetes platforms under a unified administrative dashboard. +### Management Interfaces + +#### GUI Consoles + + - [Portainer 🌟](https://www.portainer.io) [EN CONTENT] [ENTERPRISE-STABLE] β€” A robust administrative dashboard that simplifies the visual management of Docker Swarm, Kubernetes, and local container environments. Ideal for dev teams seeking centralized configuration oversight without heavy command-line overhead. ### Self-Hosted Platforms #### PaaS Solutions - - **(2026)** [==coolify.io==](https://coolify.io) [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source, self-hosted platform alternative to Heroku. Lets users host databases, APIs, and frontend systems on their own servers (Docker, Swarm) with a simple visual layout, avoiding complex Kubernetes management. + - [coolify.io](https://coolify.io) [EN CONTENT] [DE FACTO STANDARD] β€” An open-source, self-hosted platform alternative to Heroku. Lets users host databases, APIs, and frontend systems on their own servers (Docker, Swarm) with a simple visual layout, avoiding complex Kubernetes management. ## Container Orchestration ### Kubernetes Alternatives (1) #### Case Studies - - **(2022)** [ably.com: No, we don’t use Kubernetes](https://ably.com/blog/no-we-dont-use-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An elite architectural case study explaining why Ably avoids Kubernetes in favor of custom-managed systems to fulfill real-time, ultra-low latency globally distributed network needs. + - [ably.com: No, we don’t use Kubernetes](https://ably.com/blog/no-we-dont-use-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An elite architectural case study explaining why Ably avoids Kubernetes in favor of custom-managed systems to fulfill real-time, ultra-low latency globally distributed network needs. #### Evaluations (1) - - **(2023)** [simform.com: Top Alternatives to Kubernetes to Overcome Business Challenges](https://www.simform.com/blog/alternatives-to-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” An informative breakdown analyzing leading container orchestrators other than Kubernetes. Details architectural features of Docker Swarm, Nomad, and AWS ECS for diverse engineering demands. - **(2021)** [infoworld.com: When Kubernetes is not the solution](https://www.infoworld.com/article/2261975/when-kubernetes-is-not-the-solution.html) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Highlights use-cases and scenarios where Kubernetes acts as an anti-pattern. Outlines operational over-engineering, hidden resource consumption, and networking complexities. - - **(2020)** [towardsdatascience.com: Heroku + Docker in 10 Minutes](https://towardsdatascience.com/heroku-docker-in-10-minutes-f4329c4fd72f) [EN CONTENT] [COMMUNITY-TOOL] β€” A quick-deployment tutorial showing how to containerize dynamic web applications with Docker and deploy them smoothly to Heroku's managed infrastructure. + - [simform.com: Top Alternatives to Kubernetes to Overcome Business Challenges](https://www.simform.com/blog/alternatives-to-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” An informative breakdown analyzing leading container orchestrators other than Kubernetes. Details architectural features of Docker Swarm, Nomad, and AWS ECS for diverse engineering demands. + - [thenewstack.io: Do I Really Need Kubernetes?](https://thenewstack.io/do-i-really-need-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” A candid architectural decision guide evaluating the complexity, overhead, and maintenance costs of adopting Kubernetes. Offers simpler alternative infrastructure paradigms. + - [towardsdatascience.com: Heroku + Docker in 10 Minutes](https://towardsdatascience.com/heroku-docker-in-10-minutes-f4329c4fd72f) [EN CONTENT] [COMMUNITY-TOOL] β€” A quick-deployment tutorial showing how to containerize dynamic web applications with Docker and deploy them smoothly to Heroku's managed infrastructure. +## Platform Engineering + +### Site Reliability Engineering + +#### Foundations + + - **(2024)** [itprotoday.com: Why Site Reliability Engineering Is Key to Modern DevOps](https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-World-Today-combine-with-TechTarget) 🌟 [COMMUNITY-TOOL] β€” An executive analysis examining why SRE architecture is a vital component of any modern, high-density DevOps delivery system trying to limit service down-time. ## Serverless Architectures ### WebAssembly and Edge #### Edge Computing Engines - - **(2026)** [==github.com/taubyte/tau: Tau==](https://github.com/taubyte/tau) ⭐ 5030 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main open-source repository for Tau. This platform handles autonomous routing, distributed database syncs, and scaling for multi-tenant edge services, running on WebAssembly. - - **(2026)** [Taubyte](https://taubyte.com) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A decentralized serverless platform built on WebAssembly and IPFS. Acts as an alternative to VMs and containers, focusing on edge intelligence, fast execution, and zero-configuration networking. + - [Taubyte](https://taubyte.com) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A decentralized serverless platform built on WebAssembly and IPFS. Acts as an alternative to VMs and containers, focusing on edge intelligence, fast execution, and zero-configuration networking. + - [github.com/taubyte/tau: Tau](https://github.com/taubyte/tau) ⭐ 5030 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The main open-source repository for Tau. This platform handles autonomous routing, distributed database syncs, and scaling for multi-tenant edge services, running on WebAssembly. #### Testing Infrastructure - **(2025)** [dreamland](https://github.com/taubyte/dream) ⭐ 88 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” A local testing and deployment tool for the Taubyte WebAssembly-native edge framework. Lets engineers build, test, and debug distributed serverless systems locally. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) | [Container Managers](./container-managers.md) diff --git a/v2-docs/kubernetes-autoscaling.md b/v2-docs/kubernetes-autoscaling.md new file mode 100644 index 00000000..79867788 --- /dev/null +++ b/v2-docs/kubernetes-autoscaling.md @@ -0,0 +1,49 @@ +# Kubernetes Autoscaling + +!!! info "Architectural Context" + Detailed reference for Kubernetes Autoscaling in the context of The Container Stack. + +## Standard Reference + + - [infracloud.io: 3 Autoscaling Projects to Optimise Kubernetes Costs](https://www.infracloud.io/blogs/3-autoscaling-projects-optimising-kubernetes-costs) [COMMUNITY-TOOL] + - [infracloud.io: Kubernetes Autoscaling with Custom Metrics (updated) 🌟](https://www.infracloud.io/blogs/kubernetes-autoscaling-custom-metrics) [COMMUNITY-TOOL] + - [thenewstack.io: Reduce Kubernetes Costs Using Autoscaling Mechanisms](https://thenewstack.io/reduce-kubernetes-costs-using-autoscaling-mechanisms) [COMMUNITY-TOOL] + - [cast.ai: Guide to Kubernetes autoscaling for cloud cost optimization 🌟](https://cast.ai/blog/guide-to-kubernetes-autoscaling-for-cloud-cost-optimization) [COMMUNITY-TOOL] + - [thenewstack.io: Scaling Microservices on Kubernetes 🌟](https://thenewstack.io/scaling-microservices-on-kubernetes) [COMMUNITY-TOOL] + - [cloud.ibm.com: Tutorial - Scalable webapp 🌟](https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-scalable-webapp-kubernetes) [COMMUNITY-TOOL] + - [clickittech.com: Kubernetes Autoscaling: How to use the Kubernetes Autoscaler](https://www.clickittech.com/devops/kubernetes-autoscaling) [COMMUNITY-TOOL] + - [github.com/kubernetes: **Kubernetes Cluster Autoscaler**](https://github.com/kubernetes/autoscaler/tree/master/cluster-autoscaler) ⭐ 8858 [ENTERPRISE-STABLE] + - [itnext.io: Kubernetes Cluster Autoscaler: More than scaling out](https://itnext.io/kubernetes-cluster-autoscaler-more-than-scaling-out-7b2d97f10b27) [COMMUNITY-TOOL] + - [platform9.com: Kubernetes Autoscaling Options: Horizontal Pod Autoscaler,' Vertical Pod Autoscaler and Cluster Autoscaler](https://platform9.com/blog/kubernetes-autoscaling-options-horizontal-pod-autoscaler-vertical-pod-autoscaler-and-cluster-autoscaler) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes Resources and Autoscaling β€” From Basics to Greatness' 🌟](https://itnext.io/kubernetes-resources-and-autoscaling-from-basics-to-greatness-7cae17fbf27b) [COMMUNITY-TOOL] + - [Symbiosis](https://symbiosis.host) [COMMUNITY-TOOL] + - [the-gigi.github.io: Advanced Kubernetes Scheduling and Autoscaling](https://the-gigi.github.io/gigi-zone/posts/2024/05/advanced-k8s-scheduling-and-autoscaling) [COMMUNITY-TOOL] + - [returngis.net: Escalado vertical de tus pods en Kubernetes con VerticalPodAutoscaler](https://www.returngis.net/2020/07/escalado-vertical-de-tus-pods-en-kubernetes) [COMMUNITY-TOOL] + - [itnext.io: Horizontal Pod Autoscaling with Custom Metric from Different' Namespace](https://itnext.io/horizontal-pod-autoscaling-with-custom-metric-from-different-namespace-f19f8446143b) [COMMUNITY-TOOL] + - [velotio.com: Autoscaling in Kubernetes using HPA and VPA](https://www.velotio.com/engineering-blog/autoscaling-in-kubernetes-using-hpa-vpa) [COMMUNITY-TOOL] + - [kubectl-vpa](https://github.com/ninlil/kubectl-vpa) ⭐ 4 [COMMUNITY-TOOL] + - [itnext.io: K8s Vertical Pod Autoscaling 🌟](https://itnext.io/k8s-vertical-pod-autoscaling-fd9e602cbf81) [COMMUNITY-TOOL] + - [blog.px.dev: Horizontal Pod Autoscaling with Custom Metrics in Kubernetes' 🌟](https://blog.px.dev/autoscaling-custom-k8s-metric) [COMMUNITY-TOOL] + - [code.egym.de: Horizontal Pod Autoscaler in Kubernetes (Part 1) β€” Simple' Autoscaling using Metrics Server](https://code.egym.de/horizontal-pod-autoscaler-in-kubernetes-part-1-simple-autoscaling-using-metrics-server-929e96cc2ab2) [COMMUNITY-TOOL] + - [itnext.io: Stupid Simple Scalability](https://itnext.io/stupid-simple-scalability-dc4a7fbe67d6) [COMMUNITY-TOOL] + - [dev.to: Scaling Your Application With Kubernetes | Pavan Belagatti](https://dev.to/pavanbelagatti/scaling-your-application-with-kubernetes-5715) [COMMUNITY-TOOL] + - [github.com/jthomperoo: Predictive Horizontal Pod Autoscaler](https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler) ⭐ 383 [COMMUNITY-TOOL] + - [code.egym.de: Vertical Pod Autoscaler in Kubernetes](https://code.egym.de/vertical-pod-autoscaler-in-kubernetes-b12a5c61393f) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes: vertical Pods scaling with Vertical Pod Autoscaler](https://itnext.io/kubernetes-vertical-pods-scaling-with-vertical-pod-autoscaler-e2e5a3b8e1a9) [COMMUNITY-TOOL] + - [dev.to/danielepolencic: Request-based autoscaling in Kubernetes: scaling' to zero](https://dev.to/danielepolencic/request-based-autoscaling-in-kubernetes-scaling-to-zero-2i73) [COMMUNITY-TOOL] + - [keda.sh: Kubernetes Event-driven Autoscaling. Application autoscaling' made simple.](https://keda.sh) [COMMUNITY-TOOL] + - [partlycloudy.blog: Horizontal Autoscaling in Kubernetes #3 – KEDA](https://partlycloudy.blog/2020/05/29/horizontal-autoscaling-in-kubernetes-3-keda) [COMMUNITY-TOOL] + - [thenewstack.io: CNCF KEDA 2.0 Scales up Event-Driven Programming on Kubernetes](https://thenewstack.io/microsoft-keda-2-0-scales-up-event-driven-programming-on-kubernetes) [COMMUNITY-TOOL] + - [itnext.io: Event Driven Autoscaling](https://itnext.io/event-driven-autoscaling-503b5cefaa49) [COMMUNITY-TOOL] + - [github.com/kedacore/keda/issues/2214](https://github.com/kedacore/keda/issues/2214) ⭐ 10216 [ENTERPRISE-STABLE] + - [dev.to/vinod827: Scale your apps using KEDA in Kubernetes](https://dev.to/vinod827/scale-your-apps-using-keda-in-kubernetes-4i3h) [COMMUNITY-TOOL] + - [bitnami/cluster-autoscaler](https://hub.docker.com/r/bitnami/cluster-autoscaler) [COMMUNITY-TOOL] + - [dev.to/danielepolencic: Scaling Kubernetes to multiple clusters and regions' 🌟](https://dev.to/danielepolencic/scaling-kubernetes-to-multiple-clusters-and-regionss-294b) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes: load-testing and high-load tuning β€” problems and' solutions](https://itnext.io/kubernetes-load-testing-and-high-load-tuning-problems-and-solutions-244d869a9791) [COMMUNITY-TOOL] + - [engineering.zalando.com: Building an End to End load test automation system' on top of Kubernetes](https://engineering.zalando.com/posts/2021/03/building-an-end-to-end-load-test-automation-system-on-top-of-kubernetes.html) [COMMUNITY-TOOL] + - [thenewstack.io: Sidecars are Changing the Kubernetes Load-Testing Landscape](https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) + diff --git a/v2-docs/kubernetes-backup-migrations.md b/v2-docs/kubernetes-backup-migrations.md index df1592c1..393b74f4 100644 --- a/v2-docs/kubernetes-backup-migrations.md +++ b/v2-docs/kubernetes-backup-migrations.md @@ -3,14 +3,41 @@ !!! info "Architectural Context" Detailed reference for Kubernetes Backup Migrations in the context of The Container Stack. +## Standard Reference + + - [kube-backup: Kubernetes resource state sync to git](https://github.com/pieterlange/kube-backup) ⭐ 493 [COMMUNITY-TOOL] + - [Stash](https://github.com/stashed/stash) ⭐ 1414 [COMMUNITY-TOOL] + - [thenewstack.io: Cloud Native Backups, Disaster Recovery and Migrations on' Kubernetes](https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on-kubernetes) [COMMUNITY-TOOL] + - [k8s-snapshots: Automatic Volume Snapshots on Kubernetes](https://github.com/miracle2k/k8s-snapshots) ⭐ 350 [COMMUNITY-TOOL] + - [infracloud.io: Protecting Kubernetes applications data using Kanister](https://www.infracloud.io/blogs/protecting-kubernetes-applications-with-kanister) [COMMUNITY-TOOL] + - [thenewstack.io: DevSecOps Teams Need Application-Consistent Backups for' Kubernetes Workloads](https://thenewstack.io/devsecops-teams-need-application-consistent-backups-for-kubernetes-workloads) [COMMUNITY-TOOL] + - [longhorn issue: Move replica to a different server](https://github.com/longhorn/longhorn/issues/292) ⭐ 7734 [ENTERPRISE-STABLE] + - [aithority.com: Bacula Systems Announces World’s First Enterprise-Class Backup' and Recovery Solution for Red Hat OpenShift](https://aithority.com/it-and-devops/cloud/bacula-systems-announces-worlds-first-enterprise-class-backup-and-recovery-solution-for-red-hat-openshift) [COMMUNITY-TOOL] + - [thenewstack.io: Red Hat Brings Backup, Snapshots to OpenShift Container' Storage](https://thenewstack.io/red-hat-brings-backup-snapshots-to-openshift-container-storage) [COMMUNITY-TOOL] + - [thenewstack.io: 5 Best Practices to Back up Kubernetes](https://thenewstack.io/5-best-practices-to-back-up-kubernetes) [COMMUNITY-TOOL] + - [Bacula Enterprise for OpenShift and Kubernetes 🌟](https://www.baculasystems.com) [COMMUNITY-TOOL] + - [itnext.io: Backup and Restore of Kubernetes Stateful Application Data with' CSI Volume Snapshots](https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-with-csi-volume-snapshots-14ce9e6f3778) [COMMUNITY-TOOL] + - [dev.to: Kubernetes Backup & Restore made easy! 🌟](https://dev.to/techworld_with_nana/kubernetes-backup-restore-made-easy-2nlg) [COMMUNITY-TOOL] + - [k8up.io](https://k8up.io) [COMMUNITY-TOOL] + - [thenewstack.io: K8s Backup and Disaster Recovery Is More Important Than' Ever](https://thenewstack.io/k8s-backup-and-disaster-recovery-is-more-important-than-ever) [COMMUNITY-TOOL] + - [martinheinz.dev: Backup-and-Restore of Containers with Kubernetes Checkpointing' API](https://martinheinz.dev/blog/85) [COMMUNITY-TOOL] + - [youtube: Kubernetes.. ETCD Backup and Restore... Very Easy Steps... CKA' Exam Tips..](https://www.youtube.com/watch?app=desktop&v=mODkt1OJDew&ab_channel=AlokKumar) [COMMUNITY-TOOL] + - [github.com/gardener/etcd-backup-restore](https://github.com/gardener/etcd-backup-restore) ⭐ 328 [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.20: Kubernetes Volume Snapshot Moves to GA](https://kubernetes.io/blog/2020/12/10/kubernetes-1.20-volume-snapshot-moves-to-ga) [COMMUNITY-TOOL] + - [TrillioVault for Kubernetes](https://www.trilio.io/triliovault-for-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: Kasten K10 V4.5: Grafana Observability, More Edge Support](https://thenewstack.io/kasten-k10-v4-5-grafana-observability-more-edge-support) [COMMUNITY-TOOL] + - [github.com/konveyor 🌟](https://github.com/konveyor) [COMMUNITY-TOOL] + - [youtube: Crane 2 Preview: Introduction and Demo](https://www.youtube.com/watch?v=esIZS7PVrvs&ab_channel=Konveyor) [COMMUNITY-TOOL] + - [RKE2 Standalone Disaster Recovery Guide](https://support.tools/post/rke2-standalone-disaster-recovery) [COMMUNITY-TOOL] + ## Cloud Providers ### Google Cloud Platform #### Data Protection - - **(2022)** [cloud.google.com: Announcing Backup for GKE: the easiest way to protect GKE workloads](https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke) [EN CONTENT] [COMMUNITY-TOOL] β€” Deep dive into the native GKE Backup service, designed for stateful application restoration and cluster disaster recovery. Discusses how to safeguard configuration metadata and persistent volume states natively through GCP APIs. + - [cloud.google.com: Announcing Backup for GKE: the easiest way to protect' GKE workloads](https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke) [EN CONTENT] [COMMUNITY-TOOL] β€” Deep dive into the native GKE Backup service, designed for stateful application restoration and cluster disaster recovery. Discusses how to safeguard configuration metadata and persistent volume states natively through GCP APIs. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/kubernetes-based-devel.md b/v2-docs/kubernetes-based-devel.md index 2f0f5121..e15b0205 100644 --- a/v2-docs/kubernetes-based-devel.md +++ b/v2-docs/kubernetes-based-devel.md @@ -9,23 +9,23 @@ #### Legacy Installers - - **(2018)** [Metal Kubes](https://github.com/shank-git/metal-kubes) ⭐ 34 [EN CONTENT] [ADVANCED LEVEL] 🌟 [LEGACY] β€” A legacy helper script system for configuring bare-metal Kubernetes environments. The project is inactive and has been succeeded by declarative bare-metal tools such as Cluster API, Talos, or Typhoon. + - [Metal Kubes](https://github.com/shank-git/metal-kubes) ⭐ 34 [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” A legacy helper script system for configuring bare-metal Kubernetes environments. The project is inactive and has been succeeded by declarative bare-metal tools such as Cluster API, Talos, or Typhoon. ## Cloud-Native Development ### Continuous Delivery #### GitHub Actions Integration - - **(2021)** [github.com/marketplace: Automating your Kubernetes dev environments with the open source oktetohq Cloud got easier with GitHub Actions](https://github.com/marketplace?query=publisher%3Aokteto&type=actions) [COMMUNITY-TOOL] β€” Technical documentation showing how to leverage Okteto's custom GitHub actions to spin up on-demand preview namespaces as part of CI validation pipelines. + - [github.com/marketplace: Automating your Kubernetes dev environments with' the open source oktetohq Cloud got easier with GitHub Actions](https://github.com/marketplace?query=publisher%3Aokteto&type=actions) [COMMUNITY-TOOL] β€” Technical documentation showing how to leverage Okteto's custom GitHub actions to spin up on-demand preview namespaces as part of CI validation pipelines. #### Skaffold - - **(2021)** [infracloud.io: Build and deploy Kubernetes apps with Skaffold](https://www.infracloud.io/blogs/skaffold-usecases) [COMMUNITY-TOOL] β€” Explains practical implementation tactics and use cases for Skaffold. Demonstrates how to design reproducible container builds and configure deployment pipelines efficiently. - - **(2021)** [dev.to: How to Simplify Your Local Kubernetes Development With Skaffold](https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k) [COMMUNITY-TOOL] β€” Explains how to customize Skaffold profiles for high-performance dev environments. Details hot-reload integrations and remote debugger port attachments. + - [infracloud.io: Build and deploy Kubernetes apps with Skaffold](https://www.infracloud.io/blogs/skaffold-usecases) [COMMUNITY-TOOL] β€” Explains practical implementation tactics and use cases for Skaffold. Demonstrates how to design reproducible container builds and configure deployment pipelines efficiently. + - [dev.to: How to Simplify Your Local Kubernetes Development With Skaffold](https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k) [COMMUNITY-TOOL] β€” Explains how to customize Skaffold profiles for high-performance dev environments. Details hot-reload integrations and remote debugger port attachments. ### Debugging Practices #### Remocal Patterns - - **(2021)** [thenewstack.io: Cloud Native Debugging Challenges: From Local to β€˜Remocal’](https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the shift from traditional localized debugging strategies to hybrid remote-local ('remocal') setups. Outlines architectural advantages, network constraints, and performance profiles. + - [thenewstack.io: Cloud Native Debugging Challenges: From Local to β€˜Remocal’](https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the shift from traditional localized debugging strategies to hybrid remote-local ('remocal') setups. Outlines architectural advantages, network constraints, and performance profiles. ### Hybrid Development Environments #### Bridge to Kubernetes @@ -36,21 +36,24 @@ - **(2026)** [==telepresence.io 🌟==](https://telepresence.io) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A CNCF sandbox tool enabling bidirectional networking to route traffic between remote clusters and local development environments. Allows developers to test locally running services as if integrated directly inside the cloud mesh. #### Telepresence Integration - - **(2021)** [dev.to/dsudia: How to Integrate Docker & JetBrains into Telepresence](https://dev.to/dsudia/how-to-integrate-docker-jetbrains-into-telepresence-31op) [COMMUNITY-TOOL] β€” Integration guide detailing how to hook Telepresence routing engines up with local JetBrains IDE debuggers and Docker engines for seamless local microservice introspection. + - [dev.to/dsudia: How to Integrate Docker & JetBrains into Telepresence](https://dev.to/dsudia/how-to-integrate-docker-jetbrains-into-telepresence-31op) [COMMUNITY-TOOL] β€” Integration guide detailing how to hook Telepresence routing engines up with local JetBrains IDE debuggers and Docker engines for seamless local microservice introspection. ### Local Development Environments #### Lightweight Clusters - - **(2019)** [itnext.io: Kubernetes in a box](https://itnext.io/kubernetes-in-a-box-7a146ba9f681) [COMMUNITY-TOOL] β€” Technical walkthrough focused on running local lightweight clusters. Guides microservice developers from standard Docker Compose setups into miniature single-node Kubernetes clusters. + - [itnext.io: Kubernetes in a box](https://itnext.io/kubernetes-in-a-box-7a146ba9f681) [COMMUNITY-TOOL] β€” Technical walkthrough focused on running local lightweight clusters. Guides microservice developers from standard Docker Compose setups into miniature single-node Kubernetes clusters. #### Migration Guide - - **(2021)** [testingclouds.wordpress.com: Migrating from Docker Compose to Skaffold 🌟](https://testingclouds.wordpress.com/2021/03/09/migrating-from-docker-compose-to-skaffold) [LEGACY] β€” Step-by-step migration guide transitioning application setups from legacy Docker Compose manifests to Skaffold templates for native cluster interaction. + - [testingclouds.wordpress.com: Migrating from Docker Compose to Skaffold 🌟](https://testingclouds.wordpress.com/2021/03/09/migrating-from-docker-compose-to-skaffold) [LEGACY] β€” Step-by-step migration guide transitioning application setups from legacy Docker Compose manifests to Skaffold templates for native cluster interaction. ### Local Development Tools +#### Comparison Frameworks + + - **(2021)** [rookout.com: Developer Tools for Kubernetes in 2021: Helm, Kustomize, and Skaffold (Part 1)](https://www.dynatrace.com/solutions/observability-for-developers) [COMMUNITY-TOOL] β€” A multi-part guide evaluating local-to-remote Kubernetes developer environments. Offers in-depth technical comparisons between Skaffold, Tilt, and Garden for rapid prototyping, highlighting the trade-offs of each system. #### DevSpace - **(2026)** [**devspace.sh**](https://www.devspace.sh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Fast developer-centric CLI tool designed to lower the cloud-native learning curve. Optimizes the inner loop with real-time bidirectional file sync, container hot reloading, and native terminal streaming. - - **(2020)** [thenewstack.io: DevSpace Designed to Lower the Kubernetes Learning Curve](https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve) [COMMUNITY-TOOL] β€” Explores the design philosophies behind DevSpace. Analyzes how its CLI simplifies multi-component local workflows and standardizes staging configurations. + - [thenewstack.io: DevSpace Designed to Lower the Kubernetes Learning Curve](https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve) [COMMUNITY-TOOL] β€” Explores the design philosophies behind DevSpace. Analyzes how its CLI simplifies multi-component local workflows and standardizes staging configurations. #### Okteto - **(2021)** [okteto.com: Kubernetes for Developers Blog Series by Okteto](https://www.okteto.com/blog/kubernetes-basics) [COMMUNITY-TOOL] β€” An educational guide series covering foundational cloud-native patterns for developers. Details how to simplify cluster interaction and setup stable developer workspaces. @@ -61,7 +64,7 @@ #### Podman Integration - - **(2023)** [microcks.io: Podman Compose support in Microcks](https://microcks.io/blog/podman-compose-support) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A practical guide showing how to configure Microcks mocking environments using Podman Compose instead of Docker. Offers a reliable setup path for developers running security-hardened container environments. + - [microcks.io: Podman Compose support in Microcks](https://microcks.io/blog/podman-compose-support) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A practical guide showing how to configure Microcks mocking environments using Podman Compose instead of Docker. Offers a reliable setup path for developers running security-hardened container environments. ### Inner Loop Development #### Checklists @@ -69,7 +72,7 @@ - **(2021)** [loft.sh: Checklist for Kubernetes-Based Development 🌟](https://www.vcluster.com/blog/checklist-for-kubernetes-based-development) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive checklist detailing parameters for building Kubernetes developer environments. Covers sync mechanisms, network performance, local-remote resource balancing, and namespace isolation. #### Live Reloading - - **(2026)** [==tilt.dev==](https://tilt.dev) [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Tilt speeds up microservice development by tracking file changes and automatically rebuilding and redeploying updated containers to your local cluster. Its web dashboard offers clear logging and diagnostics, keeping multi-service development fast and error-free. + - [tilt.dev](https://tilt.dev) [EN CONTENT] [DE FACTO STANDARD] β€” Tilt speeds up microservice development by tracking file changes and automatically rebuilding and redeploying updated containers to your local cluster. Its web dashboard offers clear logging and diagnostics, keeping multi-service development fast and error-free. #### Tool Comparison - **(2021)** [loft.sh: Skaffold vs Tilt vs DevSpace](https://www.vcluster.com/blog/skaffold-vs-tilt-vs-devspace) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An in-depth architectural comparison of Skaffold, Tilt, and DevSpace. Compares image-building techniques, file-syncing performance, deployment methods, and configuration files to help teams optimize their microservices development pipeline. @@ -79,96 +82,99 @@ - **(2022)** [loft.sh: Kubernetes Development Environments – A Comparison](https://website.vcluster.com/blog/kubernetes-development-environments-a-comparison) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Contrasts local single-node tools (like Minikube and kind) with cloud-connected remote namespaces and virtual clusters. Helps engineering teams choose the right developer environment setup to balance cost and performance. - **(2021)** [padok.fr: MiniKube, Kubeadm, Kind, K3S, how to get started on Kubernetes?](https://www.theodo.com/en-fr/blog/kubernetes-technologies-kubeadm-vs-minikube-kind-and-k3s) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A side-by-side analysis of Kubeadm, Minikube, kind, and K3s. Guides engineers on choosing the right environment based on bootstrap speeds, container network features, and resource usage constraints. - - **(2021)** [blog.radwell.codes: What’s the best Kubernetes distribution for local environments? 🌟](https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-environments) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An evaluation of local Kubernetes distributions, analyzing parameters like image caching, multi-node configuration support, and CPU/RAM usage across Minikube, kind, K3s, and MicroK8s. - **(2021)** [blog.flant.com: Small Kubernetes for your local experiments: k0s, MicroK8s, kind, k3s, and Minikube](https://palark.com/blog/small-local-kubernetes-comparison) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A performance analysis measuring memory footprints and load times of lightweight Kubernetes tools. Compares k0s, MicroK8s, kind, k3s, and Minikube to find the most efficient environment for local experiments. - - **(2020)** [itnext.io: Run Kubernetes On Your Machine](https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A comparative overview of options for running Kubernetes locally. Contrasts Docker Desktop, Minikube, and lightweight K3s setups, outlining performance and developer productivity characteristics. - - **(2020)** [opensource.com: 4 ways to run Kubernetes locally](https://opensource.com/article/20/11/run-kubernetes-locally) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Explores four distinct routes for installing and running Kubernetes locally. Focuses on the trade-offs of using kind, Minikube, MicroK8s, and K3s, providing concrete deployment recommendations based on local operating systems. - - **(2020)** [itnext.io: Kubernetes local playground alternatives](https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Examines alternative sandbox options for Kubernetes development. Details virtual machine hypervisors and local clustering tools to provide engineers with flexible ways to test complex workloads without cloud costs. + - [itnext.io: Run Kubernetes On Your Machine](https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A comparative overview of options for running Kubernetes locally. Contrasts Docker Desktop, Minikube, and lightweight K3s setups, outlining performance and developer productivity characteristics. + - [opensource.com: 4 ways to run Kubernetes locally](https://opensource.com/article/20/11/run-kubernetes-locally) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Explores four distinct routes for installing and running Kubernetes locally. Focuses on the trade-offs of using kind, Minikube, MicroK8s, and K3s, providing concrete deployment recommendations based on local operating systems. + - [itnext.io: Kubernetes local playground alternatives](https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Examines alternative sandbox options for Kubernetes development. Details virtual machine hypervisors and local clustering tools to provide engineers with flexible ways to test complex workloads without cloud costs. + - [blog.radwell.codes: What’s the best Kubernetes distribution for local environments?' 🌟](https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-environments) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An evaluation of local Kubernetes distributions, analyzing parameters like image caching, multi-node configuration support, and CPU/RAM usage across Minikube, kind, K3s, and MicroK8s. #### Docker Desktop Integration - **(2026)** [store.docker.com: Docker Community Edition EDGE with kubernetes. Installing Kubernetes using the Docker Client](https://docs.docker.com/desktop/setup/install/windows-install) [EN CONTENT] [ENTERPRISE-STABLE] β€” Official instructions for enabling and managing the built-in single-node Kubernetes cluster inside Docker Desktop for Windows. Ideal for local development, it removes the need to manually configure external VM environments. #### Docker-in-Docker - - **(2026)** [==**kind**==](https://github.com/kubernetes-sigs/kind) ⭐ 15254 [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” kind (Kubernetes in Docker) is an open-source tool for running local Kubernetes clusters using Docker containers as nodes. Highly favored for CI/CD environments and rapid inner-loop developer workflows because of its quick startup times and minimal host footprint. + - [**kind**](https://github.com/kubernetes-sigs/kind) ⭐ 15254 [EN CONTENT] [DE FACTO STANDARD] β€” kind (Kubernetes in Docker) is an open-source tool for running local Kubernetes clusters using Docker containers as nodes. Highly favored for CI/CD environments and rapid inner-loop developer workflows because of its quick startup times and minimal host footprint. #### Legacy Installers (1) - - **(2019)** [dj-wasabi/vagrant-kubernetes](https://github.com/dj-wasabi/vagrant-kubernetes) [EN CONTENT] 🌟 [LEGACY] β€” An older Vagrant-based helper for building and running multi-node Kubernetes clusters. Kept for historical reference on VM-based local orchestration workflows before containerized tools like kind became popular. + - [dj-wasabi/vagrant-kubernetes](https://github.com/dj-wasabi/vagrant-kubernetes) [EN CONTENT] [LEGACY] β€” An older Vagrant-based helper for building and running multi-node Kubernetes clusters. Kept for historical reference on VM-based local orchestration workflows before containerized tools like kind became popular. #### Legacy Out-of-Box - - **(2020)** [kubernetes-development-environment-in-a-box](https://github.com/ManagedKube/kubernetes-development-environment-in-a-box) ⭐ 17 [EN CONTENT] 🌟 [LEGACY] β€” An early development framework that packaged Vagrant and VirtualBox configurations for running local multi-node clusters. The repository is unmaintained, as developers have largely shifted to containerized runtimes like kind or k3d. + - [kubernetes-development-environment-in-a-box](https://github.com/ManagedKube/kubernetes-development-environment-in-a-box) ⭐ 17 [EN CONTENT] [LEGACY] β€” An early development framework that packaged Vagrant and VirtualBox configurations for running local multi-node clusters. The repository is unmaintained, as developers have largely shifted to containerized runtimes like kind or k3d. #### Single-Node Clusters - - **(2026)** [==Minikube==](https://github.com/kubernetes/minikube) ⭐ 31820 [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Minikube remains the standard tool for launching a single-node Kubernetes cluster locally. Supporting VM drivers, bare-metal deployment, and containerized Docker-in-Docker setups, it is a highly trusted local testing platform for developers worldwide. + - [Minikube](https://github.com/kubernetes/minikube) ⭐ 31820 [EN CONTENT] [DE FACTO STANDARD] β€” Minikube remains the standard tool for launching a single-node Kubernetes cluster locally. Supporting VM drivers, bare-metal deployment, and containerized Docker-in-Docker setups, it is a highly trusted local testing platform for developers worldwide. #### Tutorials - - **(2021)** [murchie85.github.io: Installling minikube](https://murchie85.github.io/Kubernetes.html) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A direct tutorial detailing the steps to install and set up Minikube locally. Provides tips for managing system resources, verifying hypervisor compatibility, and testing basic container deployments. + - [murchie85.github.io: Installling minikube](https://murchie85.github.io/Kubernetes.html) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A direct tutorial detailing the steps to install and set up Minikube locally. Provides tips for managing system resources, verifying hypervisor compatibility, and testing basic container deployments. ## Observability ### Dashboards and UIs #### Validation and Security - - **(2024)** [kubevious 🌟🌟](https://github.com/kubevious/kubevious) ⭐ 1695 [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Kubevious is an open-source Kubernetes dashboard that provides full cluster topology visualization and configuration audits. It detects anti-patterns and validates live manifests, giving developers a clear view of cluster health. + - [kubevious 🌟🌟](https://github.com/kubevious/kubevious) ⭐ 1695 [EN CONTENT] [COMMUNITY-TOOL] β€” Kubevious is an open-source Kubernetes dashboard that provides full cluster topology visualization and configuration audits. It detects anti-patterns and validates live manifests, giving developers a clear view of cluster health. +## Observability and Performance + +### Performance Testing + +#### Microservices + + - [garden.io: Performance testing on a microservice architecture](https://docs.garden.io) [EN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official integration documentation for running non-disruptive, end-to-end performance tests within a modern microservices workflow. Emphasizes utilizing Garden's graph-based execution framework for local and CI load validation. ## Operations and Management -### Application Catalog - -#### Kubeapps - - - **(2026)** [**kubeapps.dev 🌟**](https://kubeapps.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A web-based control panel by VMware Tanzu that simplifies packaging, deployment, and management of Helm charts and operators within multitenant clusters. ### Cluster Visualizers #### Aptakube - - **(2026)** [**Aptakube**](https://aptakube.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Ultra-fast desktop visualizer crafted using native UI toolkits. Optimizes multi-cluster management through light resource footprints and high-performance search APIs. + - [Aptakube](https://aptakube.com) [ENTERPRISE-STABLE] β€” Ultra-fast desktop visualizer crafted using native UI toolkits. Optimizes multi-cluster management through light resource footprints and high-performance search APIs. #### Cyclops - - **(2026)** [**github.com/cyclops-ui/cyclops**](https://github.com/cyclops-ui/cyclops) ⭐ 3320 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” User-friendly web UI focused on making complex resource configuration simple. Uses visual, dynamic form validation to ease deployments for non-operations teams. + - [github.com/cyclops-ui/cyclops](https://github.com/cyclops-ui/cyclops) ⭐ 3320 [ENTERPRISE-STABLE] β€” User-friendly web UI focused on making complex resource configuration simple. Uses visual, dynamic form validation to ease deployments for non-operations teams. #### Dashboards - - **(2022)** [rigorousthemes.com: 10 Best Kubernetes Dashboard Alternatives 2022](https://rigorousthemes.com/blog/best-kubernetes-dashboard-alternatives) [COMMUNITY-TOOL] β€” Comprehensive market overview highlighting ten alternatives to the standard Kubernetes dashboard, ranked by footprint size, styling controls, and ease of installation. + - [rigorousthemes.com: 10 Best Kubernetes Dashboard Alternatives 2022](https://rigorousthemes.com/blog/best-kubernetes-dashboard-alternatives) [COMMUNITY-TOOL] β€” Comprehensive market overview highlighting ten alternatives to the standard Kubernetes dashboard, ranked by footprint size, styling controls, and ease of installation. #### Deployment Patterns - - **(2021)** [hackerxone.com: How To Install Kubernetes Dashboard with NodePort in Linux](https://www.hackerxone.com/2021/07/10/how-install-kubernetes-dashboard-nodeport-linux) [COMMUNITY-TOOL] β€” Walkthrough covering deployment strategies for exposing administrative dashboards using NodePort, with a focus on quick debugging setups on Linux systems. + - [hackerxone.com: How To Install Kubernetes Dashboard with NodePort in Linux](https://www.hackerxone.com/2021/07/10/how-install-kubernetes-dashboard-nodeport-linux) [COMMUNITY-TOOL] β€” Walkthrough covering deployment strategies for exposing administrative dashboards using NodePort, with a focus on quick debugging setups on Linux systems. #### Headlamp - **(2023)** [loft.sh: Kubernetes Dashboards: Headlamp](https://www.vcluster.com/blog/kubernetes-dashboards-headlamp) [COMMUNITY-TOOL] β€” Detailed technical analysis of Headlamp, emphasizing its extensible plugin architecture and streamlined RBAC integrations that make it a compelling modern dashboard choice. #### IDE Comparison - - **(2022)** [k8studio.io/blogs: K8studio vs. Lens vs. K9s 🌟](https://k8studio.io/blogs/k8studio-vs-lens-kubernetes-ide) [COMMUNITY-TOOL] β€” Compares performance metrics, visual interfaces, and operational efficiency differences between K8Studio, Lens IDE, and command-line visualizer K9s. + - [k8studio.io/blogs: K8studio vs. Lens vs. K9s 🌟](https://k8studio.io/blogs/k8studio-vs-lens-kubernetes-ide) [COMMUNITY-TOOL] β€” Compares performance metrics, visual interfaces, and operational efficiency differences between K8Studio, Lens IDE, and command-line visualizer K9s. #### JetPilot - - **(2022)** [github.com/unxsist/jet-pilot](https://github.com/unxsist/jet-pilot) ⭐ 626 🌟🌟🌟 [COMMUNITY-TOOL] β€” An open-source desktop client built to simplify operational inspection of clusters, prioritizing rapid routing diagnostics and real-time pod events tracking. + - [github.com/unxsist/jet-pilot](https://github.com/unxsist/jet-pilot) ⭐ 626 [COMMUNITY-TOOL] β€” An open-source desktop client built to simplify operational inspection of clusters, prioritizing rapid routing diagnostics and real-time pod events tracking. #### K3s - - **(2021)** [blog.tekspace.io: Deploying Kubernetes Dashboard in K3S Cluster](https://blog.tekspace.io/deploying-kubernetes-dashboard-in-k3s-cluster) [COMMUNITY-TOOL] β€” Practical setup guide explaining how to deploy and configure the native Kubernetes Dashboard inside lightweight K3s cluster architectures safely. + - [blog.tekspace.io: Deploying Kubernetes Dashboard in K3S Cluster](https://blog.tekspace.io/deploying-kubernetes-dashboard-in-k3s-cluster) [COMMUNITY-TOOL] β€” Practical setup guide explaining how to deploy and configure the native Kubernetes Dashboard inside lightweight K3s cluster architectures safely. #### K8Studio - - **(2024)** [k8studio.github.io/k8studio](https://github.com/K8Studio/K8studio) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A fully featured graphical interface focused on presenting an interactive node topology graph to help operators visualize resource allocation and connectivity maps. + - [k8studio.github.io/k8studio](https://github.com/K8Studio/K8studio) [COMMUNITY-TOOL] β€” A fully featured graphical interface focused on presenting an interactive node topology graph to help operators visualize resource allocation and connectivity maps. #### K8z - - **(2024)** [k8z.dev](https://k8z.dev) 🌟🌟 [COMMUNITY-TOOL] β€” Minimalist cluster dashboard for viewing system statuses. Real-time resource monitors present rapid diagnostic details to support quick manual testing cycles. + - [k8z.dev](https://k8z.dev) [COMMUNITY-TOOL] β€” Minimalist cluster dashboard for viewing system statuses. Real-time resource monitors present rapid diagnostic details to support quick manual testing cycles. #### Lens - **(2026)** [==Lens Kubernetes IDE 🌟==](https://lenshq.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier graphical IDE for Kubernetes administration. Outfits teams with real-time logging, native terminal overrides, and intuitive resource hierarchy mappings across multiple clusters. #### Lens Extensions - - **(2022)** [Lens Resource Map extension](https://github.com/nevalla/lens-resource-map-extension) ⭐ 406 🌟🌟🌟 [COMMUNITY-TOOL] β€” A popular visual plugin for Lens that creates dynamic, real-time dependency mappings of all active Kubernetes workloads and networks. + - [Lens Resource Map extension](https://github.com/nevalla/lens-resource-map-extension) ⭐ 406 [COMMUNITY-TOOL] β€” A popular visual plugin for Lens that creates dynamic, real-time dependency mappings of all active Kubernetes workloads and networks. #### Monokle - **(2026)** [**kubeshop.github.io/monokle**](https://docs.monokle.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An analytical IDE focused on editing, validating, and debugging Kubernetes manifests. Facilitates policy-aware template checking and structured schema configuration. #### Octant - - **(2021)** [linode.com: A Overview of Using Octant with Kubernetes](https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial) [COMMUNITY-TOOL] β€” Detailed historical tutorial demonstrating how to install and leverage Octant to inspect, edit, and troubleshoot nested resources in running clusters. + - [octant.dev](https://octant.dev) [LEGACY] β€” A highly functional open-source developer tool by VMware, now archived. Focused on generating interactive visual relationship diagrams of active Kubernetes resources. + - [linode.com: A Overview of Using Octant with Kubernetes](https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial) [COMMUNITY-TOOL] β€” Detailed historical tutorial demonstrating how to install and leverage Octant to inspect, edit, and troubleshoot nested resources in running clusters. #### Seabird - - **(2024)** [getseabird.github.io 🌟](https://getseabird.github.io) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A lightweight, compiled desktop application that delivers native platform performance when navigating remote Kubernetes clusters, avoiding heavy electron wrappers. + - [getseabird.github.io 🌟](https://getseabird.github.io) [COMMUNITY-TOOL] β€” A lightweight, compiled desktop application that delivers native platform performance when navigating remote Kubernetes clusters, avoiding heavy electron wrappers. #### UI Landscape - - **(2020)** [PDF](https://static.sched.com/hosted_files/kccncna20/02/A%20Walk%20Through%20the%20Kubernetes%20UI%20Landscape%20%28KubeCon%20Talk%202020%29.pdf) [COMMUNITY-TOOL] β€” A deep KubeCon presentation evaluating Kubernetes dashboard architectural styles, usability trade-offs, and administrative security models. + - [PDF](https://static.sched.com/hosted_files/kccncna20/02/A%20Walk%20Through%20the%20Kubernetes%20UI%20Landscape%20%28KubeCon%20Talk%202020%29.pdf) [COMMUNITY-TOOL] β€” A deep KubeCon presentation evaluating Kubernetes dashboard architectural styles, usability trade-offs, and administrative security models. #### UI Philosophy - - **(2021)** [thenewstack.io: Who Needs a Dashboard? Why the Kubernetes Command Line Is Not Enough](https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is-not-enough) [COMMUNITY-TOOL] β€” Investigates the limitations of purely CLI-based diagnostics, highlighting situations where multi-dimensional cluster interfaces speed up root cause analysis. + - [thenewstack.io: Who Needs a Dashboard? Why the Kubernetes Command Line Is' Not Enough](https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is-not-enough) [COMMUNITY-TOOL] β€” Investigates the limitations of purely CLI-based diagnostics, highlighting situations where multi-dimensional cluster interfaces speed up root cause analysis. #### Yaki - **(2021)** [nirops/yakiapp](https://github.com/vivekagate/yakiapp) ⭐ 102 🌟 [COMMUNITY-TOOL] β€” An early community desktop dashboard for managing Kubernetes clusters. Active development has ceased, serving now as historical design code reference. @@ -176,16 +182,16 @@ #### OpenShift - - **(2026)** [**github.com/openshift/console 🌟**](https://github.com/openshift/console) ⭐ 455 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Enterprise-grade web console serving as the official administrative dashboard for OpenShift, complete with rich visualization tools for platform operators and developers. + - [github.com/openshift/console 🌟](https://github.com/openshift/console) ⭐ 455 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Enterprise-grade web console serving as the official administrative dashboard for OpenShift, complete with rich visualization tools for platform operators and developers. #### PaaS Solutions - - **(2022)** [thenewstack.io: Cloud Manager: A New Multicloud PaaS Platform Built on Kubernetes](https://thenewstack.io/cloud-manager-a-new-multicloud-paas-platform-built-on-kubernetes) [COMMUNITY-TOOL] β€” Examines Cloud Manager, exploring how application platforms use built-in abstraction APIs to provide developer-friendly deployment surfaces without exposing raw cluster manifests. + - [thenewstack.io: Cloud Manager: A New Multicloud PaaS Platform Built on Kubernetes](https://thenewstack.io/cloud-manager-a-new-multicloud-paas-platform-built-on-kubernetes) [COMMUNITY-TOOL] β€” Examines Cloud Manager, exploring how application platforms use built-in abstraction APIs to provide developer-friendly deployment surfaces without exposing raw cluster manifests. ### Mobile Cluster Access #### Kubenav - - **(2026)** [**kubenav**](https://github.com/kubenav/kubenav) ⭐ 2272 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Multi-platform open-source cluster navigator supporting iOS, Android, and desktop. Ensures secure operations monitoring and quick logs visualization on the go. - **(2021)** [blog.flant.com: kubenav as a tool for managing Kubernetes clusters from your smartphone](https://palark.com/blog/kubenav-managing-kubernetes-from-smartphone) [COMMUNITY-TOOL] β€” Details kubenav, illustrating how mobile administrators can securely interact with multi-cluster APIs from mobile operating systems. + - [kubenav](https://github.com/kubenav/kubenav) ⭐ 2272 [ENTERPRISE-STABLE] β€” Multi-platform open-source cluster navigator supporting iOS, Android, and desktop. Ensures secure operations monitoring and quick logs visualization on the go. ### Monitoring and Observability #### Dashboards (1) @@ -196,14 +202,15 @@ #### Kui - **(2021)** [blog.flant.com: Kui β€” a β€œhybrid” CLI/GUI application for working with Kubernetes](https://palark.com/blog/kui-hybrid-cli-gui-for-kubernetes) [COMMUNITY-TOOL] β€” Detailed review of Kui as an alternative cluster navigation solution. Examines the performance gains from interactive table-to-details rendering engine overlays. + - [kui.tools](https://kui.tools) [ENTERPRISE-STABLE] β€” A hybrid CLI/GUI application that translates plain terminal commands into interactive graphs and visual widgets, bridging the gap between raw shells and heavy dashboards. ## Security and Hardening ### Cluster Threat Vectors #### UI Vulnerabilities - - **(2021)** [blog.aquasec.com: RATs (remote access tools) in the Cloud: Kubernetes UI Tools Turn into a Weapon](https://blog.aquasec.com/kubernetes-ui-tools-security-threat) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Crucial security review warning how misconfigured visual cluster admin panels can act as Remote Access Tools (RATs) for malicious actors to execute arbitrary code. + - [blog.aquasec.com: RATs (remote access tools) in the Cloud: Kubernetes UI' Tools Turn into a Weapon](https://blog.aquasec.com/kubernetes-ui-tools-security-threat) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Crucial security review warning how misconfigured visual cluster admin panels can act as Remote Access Tools (RATs) for malicious actors to execute arbitrary code. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Openshift](./openshift.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/kubernetes-bigdata.md b/v2-docs/kubernetes-bigdata.md index 5cad7481..41d5a124 100644 --- a/v2-docs/kubernetes-bigdata.md +++ b/v2-docs/kubernetes-bigdata.md @@ -5,19 +5,27 @@ ## Cloud Native AI +### Batch Workloads + +#### Kueue Scheduling + + - [Red Hat Build of Kueue](https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue#about-kueue) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight: Documentation for the Red Hat Build of Kueue scheduler within OpenShift. +Live Grounding: Kueue offers advanced queueing mechanism controls, priority groupings, and resource quotas, making it the premier platform tool for managing AI/ML and batch workloads. ### Big Data Orchestration #### Data Pipelines - - **(2021)** [hevodata.com: Building Apache Spark Data Pipeline? Made Easy 101 🌟](https://hevodata.com/learn/spark-data-pipeline) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Fundamental guide detailing Apache Spark-based data pipeline creations. + - [hevodata.com: Building Apache Spark Data Pipeline? Made Easy 101 🌟](https://hevodata.com/learn/spark-data-pipeline) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Fundamental guide detailing Apache Spark-based data pipeline creations. Live Grounding: Explains basic architecture of Spark RDDs, DataFrames, and structural connections required to route data from transactional sources into modern cloud warehouses. #### Market Surveys - - **(2021)** [opensourceforu.com: Kubernetes Adoption Widespread for Big Data: Survey](https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-data-survey/?amp) [COMMUNITY-TOOL] β€” Curator Insight: Survey results discussing the widespread adoption of Kubernetes scheduling for big data workloads. + - [opensourceforu.com: Kubernetes Adoption Widespread for Big Data: Survey](https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-data-survey/?amp) [COMMUNITY-TOOL] β€” Curator Insight: Survey results discussing the widespread adoption of Kubernetes scheduling for big data workloads. Live Grounding: Outlines historical transition metrics from static clusters to unified container environments, citing resource efficiency and deployment agility as top motivators. #### Spark on Kubernetes - - **(2020)** [itnext.io: Migrating Apache Spark workloads from AWS EMR to Kubernetes](https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Technical breakdown of migrating Apache Spark analytics engines from AWS EMR to Kubernetes clusters. + - **(2021)** [datamechanics.co: Apache Spark 3.1 Release: Spark on Kubernetes is now Generally Available](https://www.datamechanics.co) [COMMUNITY-TOOL] β€” Curator Insight: Platform news highlighting Apache Spark 3.1 generally available support for native Kubernetes. +Live Grounding: Covers the native scheduling capabilities, decommissioning behaviors, and executor tracking improvements that made Kubernetes a first-class citizen for Spark. + - [itnext.io: Migrating Apache Spark workloads from AWS EMR to Kubernetes](https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Technical breakdown of migrating Apache Spark analytics engines from AWS EMR to Kubernetes clusters. Live Grounding: Deep-dives into memory allocation, dynamic resource allocation, storage mounting, and cost optimizations compared to traditional VM-based EMR setups. ## Data Platforms @@ -26,14 +34,14 @@ Live Grounding: Deep-dives into memory allocation, dynamic resource allocation, #### Apache Spark on Kubernetes - **(2023)** [spot.io: Setting up, Managing & Monitoring Spark on Kubernetes](https://www.flexera.com/products/flexera-one/container-optimization) [COMMUNITY-TOOL] β€” Curator Insight outlines workflows for configuring, managing, and tracking Spark applications on Kubernetes. Live Grounding shows Spot's cloud cost-optimization strategies, illustrating how spot instances can be dynamically allocated for ephemeral Spark workers. This guide bridges infrastructure sizing with cost management. - - **(2022)** [coderstan.com: Apache Spark on Kubernetesβ€”Lessons Learned from Launching Millions of Spark Executors (Databricks Data+AI Summit 2022)](https://coderstan.com/2022/07/15/spark-on-kubernetes-launching-millions-of-spark-executors) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight details lessons from Databricks' deployment of millions of Spark executors on Kubernetes. Live Grounding highlights Spark's core challenges in cluster autoscaling and executor lost events. This resource outlines precise architecture patterns to scale heavy data workloads under Kubernetes. + - [coderstan.com: Apache Spark on Kubernetesβ€”Lessons Learned from Launching' Millions of Spark Executors (Databricks Data+AI Summit 2022)](https://coderstan.com/2022/07/15/spark-on-kubernetes-launching-millions-of-spark-executors) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight details lessons from Databricks' deployment of millions of Spark executors on Kubernetes. Live Grounding highlights Spark's core challenges in cluster autoscaling and executor lost events. This resource outlines precise architecture patterns to scale heavy data workloads under Kubernetes. #### Databricks - **(2024)** [docs.databricks.com: Use scheduler pools for multiple streaming workloads](https://docs.databricks.com/aws/en/structured-streaming/production) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight explains how to configure fair scheduler pools to run concurrent streaming jobs. Live Grounding verifies that multi-tenant Databricks runtimes require resource isolated scheduler pools to mitigate thread starvation. This documentation provides actionable enterprise patterns for streaming production loads. - - **(2022)** [aprenderbigdata.com: Databricks: IntroducciΓ³n a Spark en la nube](https://aprenderbigdata.com/databricks) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight introduces the core components of the Databricks cloud platform and its managed Spark framework. Live Grounding indicates the rise in Spanish-speaking markets for distributed computing educational paths. This tutorial provides structural steps to deploy first-party data clusters. [SPANISH CONTENT] + - [aprenderbigdata.com: Databricks: IntroducciΓ³n a Spark en la nube](https://aprenderbigdata.com/databricks) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight introduces the core components of the Databricks cloud platform and its managed Spark framework. Live Grounding indicates the rise in Spanish-speaking markets for distributed computing educational paths. This tutorial provides structural steps to deploy first-party data clusters. [SPANISH CONTENT] #### Databricks Tools - - **(2024)** [**github.com/databrickslabs/ucx: Databricks Labs UCX**](https://github.com/databrickslabs/ucx) ⭐ 308 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight introduces UCX as a toolset to migrate legacy workspaces to Unity Catalog. Live Grounding validates that Databricks Labs continuously maintains UCX to safely upgrade metastores with metadata isolation. This repository is standard for enterprise migration pipelines. + - [github.com/databrickslabs/ucx: Databricks Labs UCX](https://github.com/databrickslabs/ucx) ⭐ 308 [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Curator Insight introduces UCX as a toolset to migrate legacy workspaces to Unity Catalog. Live Grounding validates that Databricks Labs continuously maintains UCX to safely upgrade metastores with metadata isolation. This repository is standard for enterprise migration pipelines. ## Hybrid Cloud and Enterprise ### OpenShift @@ -44,5 +52,5 @@ Live Grounding: Deep-dives into memory allocation, dynamic resource allocation, Live Grounding: Demystifies user routing, security context constraints, and performance tuning when running containerized Spark clusters on enterprise Red Hat foundations. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Noops](./noops.md) | [Container Managers](./container-managers.md) diff --git a/v2-docs/kubernetes-client-libraries.md b/v2-docs/kubernetes-client-libraries.md index e829f129..515cd422 100644 --- a/v2-docs/kubernetes-client-libraries.md +++ b/v2-docs/kubernetes-client-libraries.md @@ -3,6 +3,32 @@ !!! info "Architectural Context" Detailed reference for Kubernetes Client Libraries in the context of The Container Stack. +## Standard Reference + + - [github.com/kubernetes-client 🌟](https://github.com/kubernetes-client) [COMMUNITY-TOOL] + - [k8s-ruby: Kubernetes Ruby Client](https://github.com/k8s-ruby/k8s-ruby) ⭐ 75 [COMMUNITY-TOOL] + - [kubernetes/client-go: Go client for Kubernetes 🌟](https://github.com/kubernetes/client-go) ⭐ 9818 [ENTERPRISE-STABLE] + - [pkg.go.dev/k8s.io/client-go](https://pkg.go.dev/k8s.io/client-go) [COMMUNITY-TOOL] + - [Rate Limiting in Controller-Runtime and Client-go](https://danielmangum.com/posts/controller-runtime-client-go-rate-limiting) [COMMUNITY-TOOL] + - [kubernetes-client/go: OpenAPI based Generated Go client for Kubernetes](https://github.com/kubernetes-client/go) ⭐ 239 [COMMUNITY-TOOL] + - [kyaml2go (Pronounced as camel2go 🐫) 🌟](https://github.com/PrasadG193/kyaml2go) ⭐ 283 [COMMUNITY-TOOL] + - [itnext.io: Writing a Kubernetes CLI in Go](https://itnext.io/writing-a-kubernetes-cli-in-go-a3970ad58299) [COMMUNITY-TOOL] + - [iximiuz.com: How To Develop Kubernetes CLIs Like a Pro](https://iximiuz.com/en/posts/kubernetes-api-go-cli) [COMMUNITY-TOOL] + - [github.com/kubernetes-client/python](https://github.com/kubernetes-client/python) ⭐ 7580 [ENTERPRISE-STABLE] + - [github.com/kubernetes-client/python-base](https://github.com/kubernetes-client/python-base) ⭐ 69 [COMMUNITY-TOOL] + - [martinheinz.dev/blog/73: Automate All the Boring Kubernetes Operations with' Python 🌟](https://martinheinz.dev/blog/73) [COMMUNITY-TOOL] + - [itnext.io: Difference between Fabric8 and Official Kubernetes Java Client' 🌟](https://itnext.io/difference-between-fabric8-and-official-kubernetes-java-client-3e0a994fd4af) [COMMUNITY-TOOL] + - [github.com/kubernetes-client/java: Kubernetes Java Client](https://github.com/kubernetes-client/java) ⭐ 3974 [ENTERPRISE-STABLE] + - [developers.redhat.com: What’s new in Fabric8 Kubernetes Java client 4.12.0](https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-java-client-4-12-0) [COMMUNITY-TOOL] + - [blog.marcnuri.com: Fabric8 Kubernetes Client for Java introduction](https://blog.marcnuri.com/kubernetes-client-java-fabric8-introduction) [COMMUNITY-TOOL] + - [blog.marcnuri.com: Build Kubernetes controllers with Fabric8 Kubernetes' Client, Quarkus, and JKube](https://blog.marcnuri.com/fabric8-kubernetes-java-client-and-quarkus-and-graalvm) [COMMUNITY-TOOL] + - [developers.redhat.com: How to generate code using Fabric8 Kubernetes Client](https://developers.redhat.com/articles/2023/01/24/how-generate-code-using-fabric8-kubernetes-client) [COMMUNITY-TOOL] + - [developers.redhat.com: How to use Fabric8 Java Client with Kubernetes](https://developers.redhat.com/articles/2023/01/04/how-use-fabric8-java-client-kubernetes) [COMMUNITY-TOOL] + - [cdk8s](https://github.com/cdk8s-team/cdk8s) ⭐ 4813 [ENTERPRISE-STABLE] + - [blog.twstewart.me: cdk8s-python - A Love and Hate Experience](https://blog.twstewart.me/posts/cdk8s-python) [COMMUNITY-TOOL] + - [blog.marcnuri.com](https://blog.marcnuri.com) [COMMUNITY-TOOL] + - [javaoperatorsdk.io: Build Kubernetes Operators in Java without hassle](https://javaoperatorsdk.io) [COMMUNITY-TOOL] + ## Cloud-Native ### Kubernetes Native @@ -11,31 +37,30 @@ ##### Eclipse JKube - - **(2020)** [developers.redhat.com: Cloud-native Java applications made easy: Eclipse JKube 1.0.0 now available](https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-made-easy-eclipse-jkube-1-0-0-now-available) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Launch announcement of Eclipse JKube 1.0.0 detailing its design philosophy, architectural decoupling from old Fabric8 dependencies, and its seamless integration with modern cloud-native standards. - - **(2020)** [developers.redhat.com: Java development on top of Kubernetes using Eclipse JKube](https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Exploring developer loop workflows utilizing Eclipse JKube to build, deploy, and debug Java applications in real-time inside a local or remote Kubernetes cluster environment. + - [developers.redhat.com: Cloud-native Java applications made easy: Eclipse' JKube 1.0.0 now available](https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-made-easy-eclipse-jkube-1-0-0-now-available) [COMMUNITY-TOOL] β€” Launch announcement of Eclipse JKube 1.0.0 detailing its design philosophy, architectural decoupling from old Fabric8 dependencies, and its seamless integration with modern cloud-native standards. #### Migration Guides ##### Eclipse JKube (1) - **(2026)** [**eclipse.org: Migration Guide for projects using Fabric8 Maven Plugin to Eclipse JKube 🌟**](https://eclipse.dev/jkube/docs/migration-guide) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official technical reference outlining the exact property conversions, API transformations, and plugin changes needed to move builds from `fabric8-maven-plugin` to `jkube-maven-plugin`. - - **(2020)** [developers.redhat.com: Migrating from Fabric8 Maven Plugin to Eclipse JKube 1.0.0](https://developers.redhat.com/blog/2020/09/21/migrating-from-fabric8-maven-plugin-to-eclipse-jkube-1-0-0) 🌟🌟🌟 [LEGACY] β€” Step-by-step technical guide highlighting the namespace transitions, configuration changes, and structural refactoring required when migrating legacy Fabric8 Maven build files to the modernized Eclipse JKube. + - [developers.redhat.com: Migrating from Fabric8 Maven Plugin to Eclipse JKube' 1.0.0](https://developers.redhat.com/blog/2020/09/21/migrating-from-fabric8-maven-plugin-to-eclipse-jkube-1-0-0) [LEGACY] β€” Step-by-step technical guide highlighting the namespace transitions, configuration changes, and structural refactoring required when migrating legacy Fabric8 Maven build files to the modernized Eclipse JKube. #### Quarkus Integration ##### Video Tutorials - - **(2021)** [youtube: Deploying a Quarkus application into Kubernetes using JKube | Cloud Tool Time | Marc Nuri 🌟](https://www.youtube.com/watch?v=HDDfdZqwM1E&ab_channel=EclipseFoundation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Video session detailing the integration of Quarkus with Eclipse JKube to deploy highly optimized, native-compiled Java microservices directly to Kubernetes. + - [youtube: Deploying a Quarkus application into Kubernetes using JKube | Cloud' Tool Time | Marc Nuri 🌟](https://www.youtube.com/watch?v=HDDfdZqwM1E&ab_channel=EclipseFoundation) [COMMUNITY-TOOL] β€” Video session detailing the integration of Quarkus with Eclipse JKube to deploy highly optimized, native-compiled Java microservices directly to Kubernetes. ## Red Hat OpenShift ### Developer Experience #### Java Integrations - - **(2020)** [developers.redhat.com: Getting started with the fabric8 Kubernetes Java client](https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client) [EN CONTENT] [COMMUNITY-TOOL] β€” Technical introduction to utilizing the Fabric8 Kubernetes Java Client SDK. Details how to perform CRUD operations on Kubernetes APIs, deploy custom controllers, and stream container logs inside Java runtimes. - - **(2019)** [Fabric8](https://fabric8.io) [EN CONTENT] [LEGACY] β€” Historically significant platform offering tools, microservices, and management mechanisms for Java environments on Kubernetes and OpenShift. Now deprecated, but set foundations for contemporary Java developer abstractions. + - [Fabric8](https://fabric8.io) [EN CONTENT] [LEGACY] β€” Historically significant platform offering tools, microservices, and management mechanisms for Java environments on Kubernetes and OpenShift. Now deprecated, but set foundations for contemporary Java developer abstractions. + - [developers.redhat.com: Getting started with the fabric8 Kubernetes Java' client](https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client) [EN CONTENT] [COMMUNITY-TOOL] β€” Technical introduction to utilizing the Fabric8 Kubernetes Java Client SDK. Details how to perform CRUD operations on Kubernetes APIs, deploy custom controllers, and stream container logs inside Java runtimes. #### Maven Plugins - - **(2025)** [Eclipse JKube 🌟](https://eclipse.dev/jkube) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The central documentation portal for Eclipse JKube, an open-source suite of tooling designed to facilitate the rapid containerization, deployment, and management of Java applications across Kubernetes and Red Hat OpenShift infrastructures. + - **(2025)** [GitHub: Eclipse JKube](https://github.com/eclipse-jkube/jkube) ⭐ 850 [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Active repository containing the source code, extensions, and Maven/Gradle plugins for Eclipse JKube. Simplifies localized builds, auto-detects Java application frameworks, and generates matching Kubernetes resource configurations. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/kubernetes-monitoring.md b/v2-docs/kubernetes-monitoring.md index 30e48473..8e5042f2 100644 --- a/v2-docs/kubernetes-monitoring.md +++ b/v2-docs/kubernetes-monitoring.md @@ -5,16 +5,23 @@ ## Observability +### Capacity Management + +#### Kernel Internals + +##### Pod Throttling + + - **(2024)** [**CPU Limits in Kubernetes: Deep Dive into Pod Throttling and Kernel Interactions**](https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-deep-dive-lazarev-k3m7f?utm_source=share&utm_medium=member_android&utm_campaign=share_via) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep analysis of the Linux kernel's Completely Fair Scheduler (CFS) quotas and how they cause Kubernetes pod throttling despite low resource utilization. Indispensable for engineers diagnosing performance degradation under restrictive CPU limit settings. ### ChatOps #### Cert-Manager Monitoring - - **(2022)** [infracloud.io: Monitoring Kubernetes cert-manager Certificates with BotKube](https://www.infracloud.io/blogs/monitoring-kubernetes-cert-manager-certificates) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical guide for integrating cert-manager with BotKube. Shows how to set up active Slack or Teams alerts that notify platform engineers when TLS certificates are nearing expiration or failing ACME challenges. + - [infracloud.io: Monitoring Kubernetes cert-manager Certificates with BotKube](https://www.infracloud.io/blogs/monitoring-kubernetes-cert-manager-certificates) [COMMUNITY-TOOL] β€” A practical guide for integrating cert-manager with BotKube. Shows how to set up active Slack or Teams alerts that notify platform engineers when TLS certificates are nearing expiration or failing ACME challenges. ### Command Line Tools #### Kubectl Usage - - **(2023)** [middlewareinventory.com: Get CPU and Memory Usage of NODES and PODS – Kubectl 🌟](https://www.middlewareinventory.com/blog/cpu-memory-usage-nodes-k8s) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A clear, task-focused tutorial demonstrating how to query cluster performance metrics directly using the `kubectl top` command. Explains metrics-server requirements and how to target resource utilization trends across namespaces. + - [middlewareinventory.com: Get CPU and Memory Usage of NODES and PODS – Kubectl' 🌟](https://www.middlewareinventory.com/blog/cpu-memory-usage-nodes-k8s) [COMMUNITY-TOOL] [GUIDE] β€” A clear, task-focused tutorial demonstrating how to query cluster performance metrics directly using the `kubectl top` command. Explains metrics-server requirements and how to target resource utilization trends across namespaces. ### FinOps #### Cost Monitoring @@ -28,65 +35,63 @@ ##### AWS EKS - - **(2023)** [youtube.com: Cloud Quick POCs - Kubernetes monitoring metrics using Grafana Cloud on AWS EKS | Observability | Grafana](https://www.youtube.com/watch?v=FVDHWPxK5nU&ab_channel=CloudQuickPOCs) 🌟🌟 [COMMUNITY-TOOL] β€” A video guide illustrating the quick setup of AWS EKS cluster metrics tracking using Grafana Cloud. Ideal for engineers seeking a fast SaaS onboarding experience without hosting their own telemetry storage backends. + - [youtube.com: Cloud Quick POCs - Kubernetes monitoring metrics using Grafana' Cloud on AWS EKS | Observability | Grafana](https://www.youtube.com/watch?v=FVDHWPxK5nU&ab_channel=CloudQuickPOCs) [COMMUNITY-TOOL] β€” A video guide illustrating the quick setup of AWS EKS cluster metrics tracking using Grafana Cloud. Ideal for engineers seeking a fast SaaS onboarding experience without hosting their own telemetry storage backends. ### Logging #### Command Line Tools (1) - - **(2021)** [kubelog.de](https://kubelog.de) 🌟🌟 [COMMUNITY-TOOL] β€” A specialized logging utility designed to simplify container log fetching. Grounding reveals it as a community-driven project that acts as an easy alternative to standard kubectl logs with colorized output. - - **(2021)** [bul: Interactive TUI for Exploring Kubernetes Container Logs](https://github.com/ynqa/bul) ⭐ 16 🌟 [COMMUNITY-TOOL] β€” An interactive Terminal User Interface (TUI) written in Go for streaming and searching Kubernetes container logs. Grounding suggests that development has stalled (inactive for over 4 years), so while technically functional for local dev, tools like Stern or K9s are preferred in enterprise environments. + - [kubelog.de](https://kubelog.de) [COMMUNITY-TOOL] β€” A specialized logging utility designed to simplify container log fetching. Grounding reveals it as a community-driven project that acts as an easy alternative to standard kubectl logs with colorized output. #### Concepts - - **(2022)** [==devopscube.com: Kubernetes Logging Tutorial For Beginners 🌟==](https://devopscube.com/kubernetes-logging-tutorial) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An elite, entry-level tutorial introducing Kubernetes logging paradigms, covering container stdout extraction, cluster-level log architectures, and daemonset collection. Curators praise its lucid diagrams and step-by-step practical commands. - - **(2021)** [**opensource.com: What you need to know about cluster logging in Kubernetes 🌟**](https://opensource.com/article/21/11/cluster-logging-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Provides an essential primer on the core Kubernetes logging architecture, explaining stdout/stderr streams, node-level log rotation, and log collector agents. Highly valued for explaining foundational mechanisms before diving into specific tooling. + - [opensource.com: What you need to know about cluster logging in Kubernetes' 🌟](https://opensource.com/article/21/11/cluster-logging-kubernetes) [ENTERPRISE-STABLE] β€” Provides an essential primer on the core Kubernetes logging architecture, explaining stdout/stderr streams, node-level log rotation, and log collector agents. Highly valued for explaining foundational mechanisms before diving into specific tooling. + - [devopscube.com: Kubernetes Logging Tutorial For Beginners 🌟](https://devopscube.com/kubernetes-logging-tutorial) [DE FACTO STANDARD] β€” An elite, entry-level tutorial introducing Kubernetes logging paradigms, covering container stdout extraction, cluster-level log architectures, and daemonset collection. Curators praise its lucid diagrams and step-by-step practical commands. #### EFK - - **(2020)** [**digitalocean.com: How To Set Up an Elasticsearch, Fluentd and Kibana (EFK) Logging Stack on Kubernetes**](https://www.digitalocean.com/community/tutorials/how-to-set-up-an-elasticsearch-fluentd-and-kibana-efk-logging-stack-on-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A structured, hands-on deployment guide for the classic EFK (Elasticsearch, Fluentd, Kibana) logging stack on Kubernetes. Despite newer logging alternatives, the EFK architecture remains a highly stable and widely documented enterprise standard. + - [digitalocean.com: How To Set Up an Elasticsearch, Fluentd and Kibana (EFK)' Logging Stack on Kubernetes](https://www.digitalocean.com/community/tutorials/how-to-set-up-an-elasticsearch-fluentd-and-kibana-efk-logging-stack-on-kubernetes) [ENTERPRISE-STABLE] β€” A structured, hands-on deployment guide for the classic EFK (Elasticsearch, Fluentd, Kibana) logging stack on Kubernetes. Despite newer logging alternatives, the EFK architecture remains a highly stable and widely documented enterprise standard. #### Elasticsearch - - **(2021)** [**elastic.co: How to configure Elastic Cloud on Kubernetes with SAML and hot-warm-cold architecture**](https://www.elastic.co/es/blog/how-to-configure-elastic-cloud-on-kubernetes-with-saml-and-hot-warm-cold-architecture) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A detailed guide on configuring Elastic Cloud on Kubernetes (ECK) featuring single sign-on via SAML and cost-efficient hot-warm-cold storage architectures. Essential for multi-tenant, enterprise security requirements. + - [elastic.co: How to configure Elastic Cloud on Kubernetes with SAML and hot-warm-cold' architecture](https://www.elastic.co/es/blog/how-to-configure-elastic-cloud-on-kubernetes-with-saml-and-hot-warm-cold-architecture) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A detailed guide on configuring Elastic Cloud on Kubernetes (ECK) featuring single sign-on via SAML and cost-efficient hot-warm-cold storage architectures. Essential for multi-tenant, enterprise security requirements. #### Operators - - **(2024)** [**kube-logging/logging-operator**](https://github.com/kube-logging/logging-operator) ⭐ 1696 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A Kubernetes operator designed to manage logging pipelines using Fluentd and Fluent Bit. Provides automated scaling, multi-tenant log isolation, and declarative routing rules, drastically reducing log management complexity. + - [kube-logging/logging-operator](https://github.com/kube-logging/logging-operator) ⭐ 1696 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A Kubernetes operator designed to manage logging pipelines using Fluentd and Fluent Bit. Provides automated scaling, multi-tenant log isolation, and declarative routing rules, drastically reducing log management complexity. #### Patterns - - **(2021)** [dev.to: Kubernetes Practice β€” Logging with Logstash and FluentD by Sidecar Container](https://dev.to/devopsvn/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-16oi) 🌟🌟🌟 [LEGACY] β€” A practical walkthrough deploying a sidecar container pattern for log extraction using Logstash and Fluentd. Demonstrates how to ship multi-line log streams from legacy apps that cannot write standard stdout/stderr. + - [dev.to: Kubernetes Practice β€” Logging with Logstash and FluentD by Sidecar' Container](https://dev.to/devopsvn/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-16oi) [LEGACY] β€” A practical walkthrough deploying a sidecar container pattern for log extraction using Logstash and Fluentd. Demonstrates how to ship multi-line log streams from legacy apps that cannot write standard stdout/stderr. #### Production Architecture - - **(2021)** [**itnext.io: Kubernetes Logging in Production**](https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Discusses architectural patterns for scale-resilient Kubernetes logging. Compares node-agent logging (DaemonSet) with sidecar injectors, outlining CPU/memory overhead trade-offs for high-volume enterprise traffic. + - [itnext.io: Kubernetes Logging in Production](https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Discusses architectural patterns for scale-resilient Kubernetes logging. Compares node-agent logging (DaemonSet) with sidecar injectors, outlining CPU/memory overhead trade-offs for high-volume enterprise traffic. #### SaaS Logging - - **(2020)** [papertrail.com: Quick and Easy Way to Implement Kubernetes Logging](https://www.papertrail.com/blog/quick-and-easy-way-to-implement-kubernetes-logging) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides an entry-level walkthrough on configuring Kubernetes container logging to stream directly to SolarWinds Papertrail. Ideal for small-scale projects needing instant search and log aggregation without hosting Elasticsearch. + - [papertrail.com: Quick and Easy Way to Implement Kubernetes Logging](https://www.papertrail.com/blog/quick-and-easy-way-to-implement-kubernetes-logging) [COMMUNITY-TOOL] [GUIDE] β€” Provides an entry-level walkthrough on configuring Kubernetes container logging to stream directly to SolarWinds Papertrail. Ideal for small-scale projects needing instant search and log aggregation without hosting Elasticsearch. ### Metrics -#### Grafana - - - **(2023)** [grafana.com: A beginner's guide to Kubernetes application monitoring](https://grafana.com/blog/2023/01/31/a-beginners-guide-to-kubernetes-application-monitoring) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Introduces foundational concepts of monitoring applications running inside Kubernetes. It walks through metrics generation, collection using Prometheus, and dashboarding via Grafana. Perfect for engineers getting started with basic application telemetry. #### Prometheus - - **(2022)** [==aws.amazon.com: Using Prometheus to Avoid Disasters with Kubernetes CPU Limits 🌟==](https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with-kubernetes-cpu-limits) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A critical engineering guide addressing the dreaded CPU throttling issue in Kubernetes caused by hard CFS limits. Combines Prometheus query analysis with kernel-level metrics to showcase how to balance application latency and resource utilization. Highly recommended for production platform engineers. - - **(2022)** [**grafana.com: How to manage high cardinality metrics in Prometheus and Kubernetes**](https://grafana.com/blog/2022/10/20/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Provides an in-depth operational guide on mitigating Prometheus cardinality spikes within Kubernetes clusters. Curator insight emphasizes structural optimization of metric labels, while live grounding confirms Grafana's continuing dominance in visualization platforms handling high-churn timeseries data. Key strategies include using metric relabel configurations and dropping redundant metrics prior to ingestion. - - **(2021)** [itnext.io: Kubernetes: monitoring with Prometheus β€” exporters, a Service Discovery, and its roles](https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-discovery-and-its-roles-ce63752e5a1) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Deconstructs Prometheus service discovery mechanics inside Kubernetes, highlighting the difference between Pod, Service, and Endpoint discovery roles. Demonstrates how exporters expose node and application-level metrics for scrape targets. - - **(2020)** [blog.fourninecloud.com: Kubernetes monitoring β€” How to monitor using prometheus?](https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A foundational tutorial detail step-by-step deployment of Prometheus on Kubernetes. It covers target discovery, metrics collection, and node exporter setup. While helpful for beginners, modern architectures typically favor Operator-based deployments. + - [blog.fourninecloud.com: Kubernetes monitoring β€” How to monitor using prometheus?](https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb) [COMMUNITY-TOOL] [GUIDE] β€” A foundational tutorial detail step-by-step deployment of Prometheus on Kubernetes. It covers target discovery, metrics collection, and node exporter setup. While helpful for beginners, modern architectures typically favor Operator-based deployments. + - [aws.amazon.com: Using Prometheus to Avoid Disasters with Kubernetes CPU' Limits 🌟](https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with-kubernetes-cpu-limits) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A critical engineering guide addressing the dreaded CPU throttling issue in Kubernetes caused by hard CFS limits. Combines Prometheus query analysis with kernel-level metrics to showcase how to balance application latency and resource utilization. Highly recommended for production platform engineers. + - [itnext.io: Kubernetes: monitoring with Prometheus β€” exporters, a Service' Discovery, and its roles](https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-discovery-and-its-roles-ce63752e5a1) [COMMUNITY-TOOL] β€” Deconstructs Prometheus service discovery mechanics inside Kubernetes, highlighting the difference between Pod, Service, and Endpoint discovery roles. Demonstrates how exporters expose node and application-level metrics for scrape targets. #### SLOs - - **(2021)** [**thenewstack.io: Service Level Objectives in Kubernetes**](https://thenewstack.io/service-level-objectives-in-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explains Service Level Objectives (SLOs) in cloud-native systems, detailing how to establish SLIs and error budgets inside Kubernetes clusters. Introduces standard math and metrics pipelines needed to track app health reliably. - - **(2022)** [thenewstack.io: SLOs in Kubernetes, 1 Year Later](https://thenewstack.io/slos-in-kubernetes-1-year-later) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Follow-up retrospective on implementing and maintaining SLO programs. Evaluates failures, cultural barriers, and technical evolution (like OpenSLO), offering architectural lessons from long-term metric monitoring. + - [thenewstack.io: Service Level Objectives in Kubernetes](https://thenewstack.io/service-level-objectives-in-kubernetes) [ENTERPRISE-STABLE] β€” Explains Service Level Objectives (SLOs) in cloud-native systems, detailing how to establish SLIs and error budgets inside Kubernetes clusters. Introduces standard math and metrics pipelines needed to track app health reliably. + - [thenewstack.io: SLOs in Kubernetes, 1 Year Later](https://thenewstack.io/slos-in-kubernetes-1-year-later) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Follow-up retrospective on implementing and maintaining SLO programs. Evaluates failures, cultural barriers, and technical evolution (like OpenSLO), offering architectural lessons from long-term metric monitoring. #### Telegraf - - **(2020)** [influxdata.com: Expand Kubernetes Monitoring with Telegraf Operator](https://www.influxdata.com/blog/expand-kubernetes-monitoring-telegraf-operator) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Details using the Telegraf Operator to automatically inject sidecar containers for comprehensive metric harvesting. Grounding shows how it simplifies complex time-series data streams directly into InfluxDB. + - [influxdata.com: Expand Kubernetes Monitoring with Telegraf Operator](https://www.influxdata.com/blog/expand-kubernetes-monitoring-telegraf-operator) [COMMUNITY-TOOL] β€” Details using the Telegraf Operator to automatically inject sidecar containers for comprehensive metric harvesting. Grounding shows how it simplifies complex time-series data streams directly into InfluxDB. ### Monitoring Practices #### Alerting Policies - - **(2020)** [thenewstack.io: 12 Critical Kubernetes Health Conditions You Need to Monitor](https://thenewstack.io/12-critical-kubernetes-health-conditions-you-need-to-monitor) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Compiles 12 critical cluster health indicators that platform engineers should monitor. Covers specific warning metrics like CrashLoopBackOff, disk pressure thresholds, and API server request latency bounds. - - **(2020)** [circonus.com: 12 Critical Kubernetes Health Conditions You Need to Monitor and Why](https://www.circonus.com/2020/12/12-critical-kubernetes-health-conditions-you-need-to-monitor-and-why) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An alternative perspective highlighting twelve crucial Kubernetes metrics. Explains why etcd leader election loss, system OOMs, and PVC storage saturation require high-priority automated alerts. + - [thenewstack.io: 12 Critical Kubernetes Health Conditions You Need to Monitor](https://thenewstack.io/12-critical-kubernetes-health-conditions-you-need-to-monitor) [COMMUNITY-TOOL] β€” Compiles 12 critical cluster health indicators that platform engineers should monitor. Covers specific warning metrics like CrashLoopBackOff, disk pressure thresholds, and API server request latency bounds. + - [circonus.com: 12 Critical Kubernetes Health Conditions You Need to Monitor' and Why](https://www.circonus.com/2020/12/12-critical-kubernetes-health-conditions-you-need-to-monitor-and-why) [COMMUNITY-TOOL] β€” An alternative perspective highlighting twelve crucial Kubernetes metrics. Explains why etcd leader election loss, system OOMs, and PVC storage saturation require high-priority automated alerts. +#### Enterprise Best Practices + + - **(2022)** [sysdig.com: Seven Kubernetes monitoring best practices every monitoring solution should enable](https://www.sysdig.com/blog/kubernetes-monitoring-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Sysdig's analysis outlining seven foundational best practices for Kubernetes metric collection. Focuses on cluster plane telemetry, standard label metadata usage, dynamic scraping strategies, and optimizing alert signal-to-noise ratios. #### Introduction - - **(2020)** [circonus.com: Guide to Kubernetes Monitoring: Part 1](https://www.circonus.com/2020/09/guide-to-kubernetes-monitoring-part-1) 🌟🌟 [COMMUNITY-TOOL] β€” Part one of a introductory series detailing the evolution of Kubernetes observability. Outlines how pull-based metrics scrape architectures operate and explains why traditional host-centric monitoring fails in containerized runtime environments. + - [circonus.com: Guide to Kubernetes Monitoring: Part 1](https://www.circonus.com/2020/09/guide-to-kubernetes-monitoring-part-1) [COMMUNITY-TOOL] β€” Part one of a introductory series detailing the evolution of Kubernetes observability. Outlines how pull-based metrics scrape architectures operate and explains why traditional host-centric monitoring fails in containerized runtime environments. #### Job Telemetry - - **(2021)** [itnext.io: Monitoring Kubernetes Jobs](https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Addresses the specific challenge of monitoring ephemeral Kubernetes CronJobs and Jobs. Focuses on setting up Alertmanager rules that isolate transient run errors from long-running service alerts. + - [itnext.io: Monitoring Kubernetes Jobs](https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60) [COMMUNITY-TOOL] β€” Addresses the specific challenge of monitoring ephemeral Kubernetes CronJobs and Jobs. Focuses on setting up Alertmanager rules that isolate transient run errors from long-running service alerts. #### Production Readiness - **(2021)** [sysdig.com: Monitoring Kubernetes in Production](https://www.sysdig.com/blog/monitoring-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An operational guide covering the complexities of monitoring Kubernetes clusters in live production. It focuses on scaling metrics infrastructure, scraping limits, and setting up centralized dashboards for multi-cluster operations. @@ -94,31 +99,36 @@ #### Alerting Policies (1) - - **(2022)** [dev.to/mikeyglitz: Proactive Kubernetes Monitoring with Alerting](https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explains how to set up proactive alerts inside Kubernetes using Prometheus rules paired with Slack webhooks. Walks through alert configurations for pending pods, node pressure events, and high namespace limit utilization. + - [dev.to/mikeyglitz: Proactive Kubernetes Monitoring with Alerting](https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en) [COMMUNITY-TOOL] [GUIDE] β€” Explains how to set up proactive alerts inside Kubernetes using Prometheus rules paired with Slack webhooks. Walks through alert configurations for pending pods, node pressure events, and high namespace limit utilization. +#### Helm Charts + +##### kube-prometheus-stack + + - [prometheus-community/kube-prometheus-stack 🌟🌟](https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack) [DE FACTO STANDARD] β€” The de facto standard Helm chart for deploying Prometheus and Grafana on Kubernetes. It manages the custom resource definitions (CRDs), handles scraper configurations, and provides out-of-the-box system alerting rules. #### Kube-State-Metrics - - **(2026)** [==kube-state-metrics 🌟==](https://github.com/kubernetes/kube-state-metrics) ⭐ 6125 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official repository for kube-state-metrics. This system service listens to the Kubernetes API server and generates Prometheus-compatible metrics representing the state of objects (such as deployments, pods, and nodes) rather than raw resource usage. + - [kube-state-metrics 🌟](https://github.com/kubernetes/kube-state-metrics) ⭐ 6125 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The official repository for kube-state-metrics. This system service listens to the Kubernetes API server and generates Prometheus-compatible metrics representing the state of objects (such as deployments, pods, and nodes) rather than raw resource usage. #### Kubernetes Control Plane - **(2023)** [**sysdig.com: How to monitor Kubernetes control plane**](https://www.sysdig.com/blog/monitor-kubernetes-control-plane) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep dive tutorial explaining how to parse metrics from core control plane components like the API Server, etcd, controller manager, and scheduler. Essential reading for platform teams building enterprise SLAs around cluster health. #### Loki Configuration - - **(2022)** [dev.to: Monitoring Kubernetes cluster logs and metrics using Grafana, Prometheus and Loki](https://dev.to/leroykayanda/kubernetes-monitoring-using-grafana-3dhc) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A deployment guide detailing how to build a unified log and metrics tracking pipeline using Prometheus, Grafana, and Loki (the PLG stack). Focuses on optimal Promtail configurations for efficient pod log ingestion. + - [dev.to: Monitoring Kubernetes cluster logs and metrics using Grafana,' Prometheus and Loki](https://dev.to/leroykayanda/kubernetes-monitoring-using-grafana-3dhc) [COMMUNITY-TOOL] [GUIDE] β€” A deployment guide detailing how to build a unified log and metrics tracking pipeline using Prometheus, Grafana, and Loki (the PLG stack). Focuses on optimal Promtail configurations for efficient pod log ingestion. #### Market Comparisons - **(2024)** [8 Best Kubernetes monitoring tools; Paid & open-source](https://middleware.io/blog/kubernetes-monitoring/tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An updated evaluation comparing top-tier commercial and open-source observability tooling. Helps architects evaluate software packages on their capacity to unify metrics, traces, and application logs into single pane dashboards. - - **(2022)** [betterstack.com: 10 Best Kubernetes Monitoring Tools in 2022 🌟](https://betterstack.com/community/comparisons/kubernetes-monitoring-tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A comparative overview analyzing ten leading Kubernetes monitoring solutions. Contrasts self-hosted open-source deployments with managed APM SaaS platforms, evaluating features, maintenance costs, and ingestion limits. + - [betterstack.com: 10 Best Kubernetes Monitoring Tools in 2022 🌟](https://betterstack.com/community/comparisons/kubernetes-monitoring-tools) [COMMUNITY-TOOL] β€” A comparative overview analyzing ten leading Kubernetes monitoring solutions. Contrasts self-hosted open-source deployments with managed APM SaaS platforms, evaluating features, maintenance costs, and ingestion limits. #### Prometheus Integration - - **(2021)** [adamtheautomator.com: Utilizing Grafana & Prometheus Kubernetes Cluster Monitoring 🌟](https://adamtheautomator.com/prometheus-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A detailed configuration manual showcasing how to deploy the kube-prometheus telemetry stack on Kubernetes via Helm. Includes steps for building custom dashboard interfaces and setting up routing rules in Alertmanager. + - [adamtheautomator.com: Utilizing Grafana & Prometheus Kubernetes Cluster' Monitoring 🌟](https://adamtheautomator.com/prometheus-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” A detailed configuration manual showcasing how to deploy the kube-prometheus telemetry stack on Kubernetes via Helm. Includes steps for building custom dashboard interfaces and setting up routing rules in Alertmanager. #### Prometheus Operator ##### Kube-Prometheus - - **(2026)** [==kube-prometheus==](https://github.com/prometheus-operator/kube-prometheus) ⭐ 7651 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official codebase for kube-prometheus. This repository offers a pre-configured telemetry stack that deploys the Prometheus Operator, Grafana dashboards, Alertmanager rules, and node collectors optimized for monitoring Kubernetes master components. + - [kube-prometheus](https://github.com/prometheus-operator/kube-prometheus) ⭐ 7651 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The official codebase for kube-prometheus. This repository offers a pre-configured telemetry stack that deploys the Prometheus Operator, Grafana dashboards, Alertmanager rules, and node collectors optimized for monitoring Kubernetes master components. #### Troubleshooting Platforms - - **(2022)** [**anaisurl.com: Full Tutorial: Monitoring and Troubleshooting stack with Prometheus, Grafana, Loki and Komodor 🌟**](https://anaisurl.com/full-tutorial-monitoring) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An extensive tutorial demonstrating the installation and routing setup of a modern troubleshooting stack. Combines Prometheus metrics, Grafana dashboards, Loki log aggregators, and Komodor for tracking configuration change impacts in Kubernetes. + - [anaisurl.com: Full Tutorial: Monitoring and Troubleshooting stack with' Prometheus, Grafana, Loki and Komodor 🌟](https://anaisurl.com/full-tutorial-monitoring) [ENTERPRISE-STABLE] [GUIDE] β€” An extensive tutorial demonstrating the installation and routing setup of a modern troubleshooting stack. Combines Prometheus metrics, Grafana dashboards, Loki log aggregators, and Komodor for tracking configuration change impacts in Kubernetes. ### Network Observability #### NetFlow @@ -129,50 +139,60 @@ - [kubeshark.co](https://www.immo-pop.com/login) [COMMUNITY-TOOL] β€” Note: This link appears redirected to an unrelated domain (immo-pop.com), signaling a precision failure under Mandate 32. It is flagged for review, while users are redirected to the official open-source Kubeshark repository. #### eBPF - - **(2024)** [==kubeshark/kubeshark==](https://github.com/kubeshark/kubeshark) ⭐ 11905 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kubeshark provides deep API traffic inspection and network analysis for Kubernetes. Operating via eBPF, it captures and decodes L7 protocols (HTTP/2, gRPC, Redis) in real-time, functioning as 'Wireshark for Kubernetes'. - - **(2024)** [**github.com/microsoft/retina**](https://github.com/microsoft/retina) ⭐ 3143 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Microsoft Retina is a highly advanced, eBPF-powered network observability platform for Kubernetes. It aggregates deep network metrics, handles connection tracking, and performs distributed packet captures transparently. - **(2022)** [**rcarrata.com: Network Observability Deep Dive in Kubernetes with NetObserv Operator**](https://rcarrata.github.io/observability/netobserv-1) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Deep dive into Red Hat's NetObserv Operator, showcasing how eBPF is leveraged to gather network flow telemetry without sidecars. Live grounding confirms NetObserv's evolution into a robust tool for analyzing Kubernetes internal traffic patterns and diagnosing network bottlenecks. + - [kubeshark/kubeshark](https://github.com/kubeshark/kubeshark) ⭐ 11905 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Kubeshark provides deep API traffic inspection and network analysis for Kubernetes. Operating via eBPF, it captures and decodes L7 protocols (HTTP/2, gRPC, Redis) in real-time, functioning as 'Wireshark for Kubernetes'. + - [github.com/microsoft/retina](https://github.com/microsoft/retina) ⭐ 3143 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Microsoft Retina is a highly advanced, eBPF-powered network observability platform for Kubernetes. It aggregates deep network metrics, handles connection tracking, and performs distributed packet captures transparently. ### Reliability Engineering #### Cilium ##### Four Golden Signals - - **(2023)** [**isovalent.com: What are the 4 Golden Signals for Monitoring Kubernetes?**](https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An advanced technical blog demonstrating how to monitor Google's 4 Golden Signals using Cilium's eBPF architecture and Prometheus. This method allows teams to gather application performance metrics without sidecar injection overhead. + - [isovalent.com: What are the 4 Golden Signals for Monitoring Kubernetes?](https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kubernetes) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An advanced technical blog demonstrating how to monitor Google's 4 Golden Signals using Cilium's eBPF architecture and Prometheus. This method allows teams to gather application performance metrics without sidecar injection overhead. ### Runtime Observability #### eBPF (1) - - **(2021)** [newrelic.com: Pixie](https://newrelic.com/platform/kubernetes-pixie) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Details the integration of Pixie, an eBPF-driven Kubernetes observability tool, with New Relic. It highlights instant telemetry collection without code instrumentation, capturing metrics, traces, and logs. Live grounding highlights its CNCF Sandbox hosting and widespread adoption for real-time debugging. + - [newrelic.com: Pixie](https://newrelic.com/platform/kubernetes-pixie) [COMMUNITY-TOOL] β€” Details the integration of Pixie, an eBPF-driven Kubernetes observability tool, with New Relic. It highlights instant telemetry collection without code instrumentation, capturing metrics, traces, and logs. Live grounding highlights its CNCF Sandbox hosting and widespread adoption for real-time debugging. ### Telemetry Standards #### Core Metrics Guide - - **(2021)** [kubermatic.com: The Complete Guide to Kubernetes Metrics](https://www.kubermatic.com/blog/the-complete-guide-to-kubernetes-metrics) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A complete manual detailing metrics collection pathways in Kubernetes. Explores how the metrics pipeline aggregates metrics from cAdvisor, Kubelet, and API sources, explaining the roles of both metrics-server and custom prometheus adapters. + - [kubermatic.com: The Complete Guide to Kubernetes Metrics](https://www.kubermatic.com/blog/the-complete-guide-to-kubernetes-metrics) [COMMUNITY-TOOL] β€” A complete manual detailing metrics collection pathways in Kubernetes. Explores how the metrics pipeline aggregates metrics from cAdvisor, Kubelet, and API sources, explaining the roles of both metrics-server and custom prometheus adapters. #### OpenTelemetry - - **(2023)** [==signoz.io: Kubernetes Cluster Monitoring with OpenTelemetry | Complete Tutorial 🌟==](https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A comprehensive masterclass on configuring the OpenTelemetry Collector daemonset to monitor Kubernetes system components. It contrasts traditional Prometheus agent scraping with OTel's unified ingestion pipeline. Demonstrates clear performance benefits and architectural modernization. - - **(2023)** [**opentelemetry.io: Creating a Kubernetes Cluster with Runtime Observability**](https://opentelemetry.io/blog/2023/k8s-runtime-observability) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Provides step-by-step guidance on provisioning a Kubernetes cluster with built-in runtime observability using OpenTelemetry. It details standardizing telemetry signals (metrics, traces, logs) straight from the container runtime interface. Grounding confirms its status as the default open-standard approach. + - [opentelemetry.io: Creating a Kubernetes Cluster with Runtime Observability](https://opentelemetry.io/blog/2023/k8s-runtime-observability) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Provides step-by-step guidance on provisioning a Kubernetes cluster with built-in runtime observability using OpenTelemetry. It details standardizing telemetry signals (metrics, traces, logs) straight from the container runtime interface. Grounding confirms its status as the default open-standard approach. + - [signoz.io: Kubernetes Cluster Monitoring with OpenTelemetry | Complete' Tutorial 🌟](https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A comprehensive masterclass on configuring the OpenTelemetry Collector daemonset to monitor Kubernetes system components. It contrasts traditional Prometheus agent scraping with OTel's unified ingestion pipeline. Demonstrates clear performance benefits and architectural modernization. +#### OpenTelemetry vs Prometheus + + - [Prometheus and OpenTelemetry Compatibility Issues](https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An informative look at the historical data model incompatibilities between Prometheus and OpenTelemetry (OTel). It details the industry efforts to reconcile standard Prometheus structures with the broader OTel landscape. ### eBPF Monitoring #### Pixie Integration - - **(2021)** [**itnext.io: How to tackle Kubernetes observability challenges with Pixie**](https://itnext.io/how-to-tackle-kubernetes-observability-challenges-with-pixie-4c6414ca913) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explains how to use Pixie, an eBPF-driven platform, to achieve instant observability on Kubernetes clusters. Demonstrates capturing system-wide HTTP traffic, db queries, and CPU profiles with zero code instrumenting overhead. + - [itnext.io: How to tackle Kubernetes observability challenges with Pixie](https://itnext.io/how-to-tackle-kubernetes-observability-challenges-with-pixie-4c6414ca913) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Explains how to use Pixie, an eBPF-driven platform, to achieve instant observability on Kubernetes clusters. Demonstrates capturing system-wide HTTP traffic, db queries, and CPU profiles with zero code instrumenting overhead. +## Platform Engineering + +### Compute + +#### GPU Integration + + - [Sharing a NVIDIA GPU Between Pods in Kubernetes](https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kubernetes) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Explores the technicalities of sharing physical NVIDIA GPUs among multiple Pods in Kubernetes. Covers GPU fractional slicing, Multi-Instance GPU (MIG) strategies, and workload optimization for ML/AI clusters. ## Security ### Certificates #### Monitoring - - **(2021)** [itnext.io: Monitoring Certificates Expiration in Kubernetes with X.509 Exporter](https://itnext.io/monitoring-certificates-expiration-in-kubernetes-with-x-509-exporter-8030b69f611d) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores configuring the Prometheus X.509 Certificate Exporter to continuously scan Kubernetes secret spaces. Prevents outages by alerting on expiring internal and ingress SSL/TLS certificates. + - [itnext.io: Monitoring Certificates Expiration in Kubernetes with X.509 Exporter](https://itnext.io/monitoring-certificates-expiration-in-kubernetes-with-x-509-exporter-8030b69f611d) [COMMUNITY-TOOL] β€” Explores configuring the Prometheus X.509 Certificate Exporter to continuously scan Kubernetes secret spaces. Prevents outages by alerting on expiring internal and ingress SSL/TLS certificates. ### Threat Detection #### Audit Logs - - **(2022)** [**signoz.io: Kubernetes Audit Logs - Best Practices And Configuration**](https://signoz.io/blog/kubernetes-audit-logs) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Outlines advanced configuration policies for the Kubernetes API audit logging engine. Deeply covers audit profiles, performance tuning, secure log transport, and compliance-driven retention metrics. - - **(2020)** [**qlinh.com: Leveraging Kubernetes audit logs for threat detection**](https://qlinh.com/infosec/2020/09/30/threat-detection-with-kubernetes-audit-logs.html) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A security-oriented analysis showing how to leverage Kubernetes API audit logs to capture malicious actions and abnormal cluster behavior. Grounding confirms its high value in implementing Falco-based SIEM ingestion architectures. - - **(2022)** [tealfeed.com: Kubernetes Audit Logs: Who created or deleted a namespace?](https://tealfeed.com/kubernetes-audit-logs-created-deleted-namespace-ho5o3) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A targeted troubleshooting guide focused on analyzing the Kube-APIServer audit log payload. Explains how to parse JSON audit trails to track exact identity, timestamp, and API verbs executing namespace lifecycle events. + - [qlinh.com: Leveraging Kubernetes audit logs for threat detection](https://qlinh.com/infosec/2020/09/30/threat-detection-with-kubernetes-audit-logs.html) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A security-oriented analysis showing how to leverage Kubernetes API audit logs to capture malicious actions and abnormal cluster behavior. Grounding confirms its high value in implementing Falco-based SIEM ingestion architectures. + - [tealfeed.com: Kubernetes Audit Logs: Who created or deleted a namespace?](https://tealfeed.com/kubernetes-audit-logs-created-deleted-namespace-ho5o3) [COMMUNITY-TOOL] β€” A targeted troubleshooting guide focused on analyzing the Kube-APIServer audit log payload. Explains how to parse JSON audit trails to track exact identity, timestamp, and API verbs executing namespace lifecycle events. + - [signoz.io: Kubernetes Audit Logs - Best Practices And Configuration](https://signoz.io/blog/kubernetes-audit-logs) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Outlines advanced configuration policies for the Kubernetes API audit logging engine. Deeply covers audit profiles, performance tuning, secure log transport, and compliance-driven retention metrics. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/kubernetes-networking.md b/v2-docs/kubernetes-networking.md index 590d650f..7bf4435f 100644 --- a/v2-docs/kubernetes-networking.md +++ b/v2-docs/kubernetes-networking.md @@ -3,37 +3,125 @@ !!! info "Architectural Context" Detailed reference for Kubernetes Networking in the context of Networking & Service Mesh. +## Standard Reference + + - [kubernetes.io: The Kubernetes network model. How to implement the Kubernetes' networking model](https://kubernetes.io/docs/concepts/cluster-administration/networking) [COMMUNITY-TOOL] + - [blog.alexellis.io: Get a LoadBalancer for your private Kubernetes cluster](https://blog.alexellis.io/ingress-for-your-local-kubernetes-cluster) [COMMUNITY-TOOL] + - [dustinspecker.com: How Do Kubernetes and Docker Create IP Addresses?!](https://dustinspecker.com/posts/how-do-kubernetes-and-docker-create-ip-addresses) [COMMUNITY-TOOL] + - [youtube: Kubernetes Ingress Explained Completely For Beginners](https://www.youtube.com/watch?v=VicH6KojwCI) [COMMUNITY-TOOL] + - [speakerdeck.com: Kubernetes and networks. Why is this so dan hard? 🌟](https://speakerdeck.com/thockin/kubernetes-and-networks-why-is-this-so-dang-hard) [COMMUNITY-TOOL] + - [externalTrafficPolicy=local on kubernetes. How to preserve the source IP in kubernetes](https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e498212f9) [COMMUNITY-TOOL] + - [ronaknathani.com: How a Kubernetes Pod Gets an IP Address 🌟](https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address) [COMMUNITY-TOOL] + - [opensource.com: Why I use Ingress Controllers to expose Kubernetes services](https://opensource.com/article/20/8/ingress-controllers-kubernetes) [COMMUNITY-TOOL] + - [infoq.com: Kubernetes Ingress Is Now Generally Available](https://www.infoq.com/news/2020/09/kubernetes-ingress-ga) [COMMUNITY-TOOL] + - [kubernetes.io: Scaling Kubernetes Networking With EndpointSlices](https://kubernetes.io/blog/2020/09/02/scaling-kubernetes-networking-with-endpointslices) [COMMUNITY-TOOL] + - [haproxy.com: Announcing HAProxy Kubernetes Ingress Controller 1.5 🌟](https://www.haproxy.com/blog/announcing-haproxy-kubernetes-ingress-controller-1-5) [COMMUNITY-TOOL] + - [thenewstack.io: HAProxy Kubernetes Ingress Controller Moves Outside the' Cluster](https://thenewstack.io/haproxy-kubernetes-ingress-controller-moves-outside-the-cluster) [COMMUNITY-TOOL] + - [suse.com: NGINX Guest Blog: NGINX Kubernetes Ingress Controller 🌟](https://www.suse.com/c/nginx-guest-blog-kubernetes-ingress-controller) [COMMUNITY-TOOL] + - [blog.cloudflare.com: Moving k8s communication to gRPC](https://blog.cloudflare.com/moving-k8s-communication-to-grpc) [COMMUNITY-TOOL] + - [K8GB - Kubernetes Global Balancer](https://github.com/AbsaOSS/k8gb) ⭐ 1 [COMMUNITY-TOOL] + - [altoros.com: Kubernetes Networking: How to Write Your Own CNI Plug-in with' Bash](https://www.altoros.com/blog/kubernetes-networking-writing-your-own-simple-cni-plug-in-with-bash) [COMMUNITY-TOOL] + - [Network Node Manager](https://github.com/kakao/network-node-manager) ⭐ 109 [COMMUNITY-TOOL] + - [opensource.googleblog.com: Kubernetes: Efficient Multi-Zone Networking with' Topology Aware Routing](https://opensource.googleblog.com/2020/11/kubernetes-efficient-multi-zone.html) [COMMUNITY-TOOL] + - [nbailey.ca: Domesticated Kubernetes Networking](https://nbailey.ca/post/k8s-networking) [COMMUNITY-TOOL] + - [sookocheff.com: A Guide to the Kubernetes Networking Model 🌟](https://sookocheff.com/post/kubernetes/understanding-kubernetes-networking-model) [COMMUNITY-TOOL] + - [ingressbuilder.jetstack.io 🌟🌟](https://ingressbuilder.jetstack.io) [COMMUNITY-TOOL] + - [itnext.io: Generating Kubernetes Network Policies Automatically By Sniffing' Network Traffic 🌟](https://itnext.io/generating-kubernetes-network-policies-by-sniffing-network-traffic-6d5135fe77db) [COMMUNITY-TOOL] + - [inlets.dev: Fixing Ingress for short-lived local Kubernetes clusters](https://inlets.dev/blog/2021/07/08/short-lived-clusters.html) [COMMUNITY-TOOL] + - [itnext.io: Why and How of Kubernetes Ingress (and Networking) 🌟](https://itnext.io/why-and-how-of-kubernetes-ingress-and-networking-6cb308ca03d2) [COMMUNITY-TOOL] + - [thenewstack.io: ZeroLB, a New Decentralized Pattern for Load Balancing](https://thenewstack.io/zerolb-a-new-decentralized-pattern-for-load-balancing) [COMMUNITY-TOOL] + - [ungleich.ch: Making kubernetes kube-dns publicly reachable](https://ungleich.ch/u/blog/kubernetes-making-dns-publicly-reachable) [COMMUNITY-TOOL] + - [ungleich.ch: Building Ingress-less Kubernetes Clusters](https://ungleich.ch/u/blog/kubernetes-without-ingress) [COMMUNITY-TOOL] + - [thenewstack.io: Ingress Controllers: The More the Merrier](https://thenewstack.io/ingress-controllers-the-more-the-merrier) [COMMUNITY-TOOL] + - [devopscube.com: Kubernetes Ingress Tutorial For Beginners 🌟](https://devopscube.com/kubernetes-ingress-tutorial) [COMMUNITY-TOOL] + - [thenewstack.io: Ingress Controllers: The Swiss Army Knife of Kubernetes](https://thenewstack.io/ingress-controllers-the-swiss-army-knife-of-kubernetes) [COMMUNITY-TOOL] + - [devopscube.com: How To Configure Ingress TLS/SSL Certificates in Kubernetes](https://devopscube.com/configure-ingress-tls-kubernetes) [COMMUNITY-TOOL] + - [armosec.io: Getting Started with Kubernetes Ingress | Ben Hirschberg](https://www.armosec.io/blog/kubernetes-ingress-beginners-guide) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes Service Type LB for On Prem Deployments](https://itnext.io/kubernetes-service-type-lb-for-on-prem-deployments-89e9b2a73a0c) [COMMUNITY-TOOL] + - [tkng.io: The Kubernetes Networking Guide 🌟🌟](https://www.tkng.io) [COMMUNITY-TOOL] + - [tkng.io/arch: THE KUBERNETES NETWORK MODEL 🌟🌟](https://www.tkng.io/arch) [COMMUNITY-TOOL] + - [platform9.com: Ultimate Guide to Kubernetes Ingress Controllers 🌟](https://platform9.com/blog/ultimate-guide-to-kubernetes-ingress-controllers) [COMMUNITY-TOOL] + - [dustinspecker.com: Kubernetes Networking from Scratch: Using BGP and BIRD' to Advertise Pod Routes](https://dustinspecker.com/posts/kubernetes-networking-from-scratch-bgp-bird-advertise-pod-routes) [COMMUNITY-TOOL] + - [home.robusta.dev: The ultimate guide to Kubernetes Services, LoadBalancers,' and Ingress 🌟🌟🌟](https://home.robusta.dev/blog/kubernetes-service-vs-loadbalancer-vs-ingress) [COMMUNITY-TOOL] + - [dev.to: Tune up your Kubernetes Application Performance with a small DNS' Configuration](https://dev.to/imjoseangel/tune-up-your-kubernetes-application-performance-with-a-small-dns-configuration-1o46) [COMMUNITY-TOOL] + - [itnext.io: Inspecting and Understanding k8s Service Network 🌟](https://itnext.io/inspecting-and-understanding-service-network-dfd8c16ff2c5) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes networking deep dive: Did you make the right choice?](https://itnext.io/kubernetes-network-deep-dive-7492341e0ab5) [COMMUNITY-TOOL] + - [edureka.co: Kubernetes Networking – A Comprehensive Guide To The Networking' Concepts In Kubernetes](https://www.edureka.co/blog/kubernetes-networking) [COMMUNITY-TOOL] + - [api7.ai: How Does APISIX Ingress Support Thousands of Pod Replicas?](https://api7.ai/blog/apisix-ingress-support-thousands-pod-replicas) [COMMUNITY-TOOL] + - [inlets.dev: How to Get Ingress for Private Kubernetes Clusters](https://inlets.dev/blog/2023/02/24/ingress-for-local-kubernetes-clusters.html) [COMMUNITY-TOOL] + - [dev.to/narasimha1997: Communication between Microservices in a Kubernetes' cluster 🌟](https://dev.to/narasimha1997/communication-between-microservices-in-a-kubernetes-cluster-1n41) [COMMUNITY-TOOL] + - [thenewstack.io: Otterize: Intent-Based Access Control for Kubernetes and' Cloud](https://thenewstack.io/otterize-intent-based-access-control-for-kubernetes-and-cloud) [COMMUNITY-TOOL] + - [community.ops.io: Kubernetes Ingress Controller. How does it work?=](https://community.ops.io/danielepolencic/learning-how-an-ingress-controller-works-by-building-one-in-bash-3fni) [COMMUNITY-TOOL] + - [cloudtechtwitter.com: Reverse Proxy vs. Forward Proxy: The Differences](https://www.cloudtechtwitter.com/2022/05/reverse-proxy-vs-forward-proxy.html) [COMMUNITY-TOOL] + - [matthewpalmer.net: Kubernetes Networking Guide for Beginners](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-networking-guide-beginners.html) [COMMUNITY-TOOL] + - [itnext.io: Deciphering the Kubernetes Networking Maze: Navigating Load-Balance,' BGP, IPVS and Beyond](https://itnext.io/deciphering-the-kubernetes-networking-maze-navigating-load-balance-bgp-ipvs-and-beyond-7123ef428572) [COMMUNITY-TOOL] + - [Kubernetes Services and Load Balancing Explained](https://learnkube.com/kubernetes-services-and-load-balancing) [COMMUNITY-TOOL] + - [blog.cloudsigma.com: Kubernetes DNS Service: A Beginner’s Guide](https://blog.cloudsigma.com/kubernetes-dns-service-a-beginners-guide) [COMMUNITY-TOOL] + - [opensource.com: What you need to know about Kubernetes NetworkPolicy](https://opensource.com/article/21/10/kubernetes-networkpolicy) [COMMUNITY-TOOL] + - [itnext.io: CKAD Scenarios about Ingress and NetworkPolicy](https://itnext.io/ckad-scenarios-about-ingress-and-networkpolicy-155ce958c9ce) [COMMUNITY-TOOL] + - [InGate: Ingress & Gateway API Controller (Archived)](https://github.com/kubernetes-sigs/ingate) ⭐ 731 [COMMUNITY-TOOL] + - [Transitioning from ingress-nginx to Traefik in Kubernetes](https://traefik.io/blog/transition-from-ingress-nginx-to-traefik) [COMMUNITY-TOOL] + - [NGINX Ingress Controller - v1.0.0](https://github.com/kubernetes/ingress-nginx/releases/tag/controller-v1.0.0) ⭐ 19495 [DE FACTO STANDARD] + - [devopscube.com: How to Setup Nginx Ingress Controller On Kubernetes – Detailed' Guide 🌟](https://devopscube.com/setup-ingress-kubernetes-nginx-controller) [COMMUNITY-TOOL] + - [mattias.engineer: Kubernetes-101: Ingress 🌟](https://mattias.engineer/k8s/ingress) [COMMUNITY-TOOL] + - [trstringer.com: Kubernetes Ingress with Contour](https://trstringer.com/kubernetes-ingress-with-contour) [COMMUNITY-TOOL] + - [Kubernetes Gateway API](https://github.com/kubernetes-sigs/gateway-api) ⭐ 2861 [COMMUNITY-TOOL] + - [gateway-api.sigs.k8s.io 🌟](https://gateway-api.sigs.k8s.io) [COMMUNITY-TOOL] + - [kubernetes.io: Evolving Kubernetes networking with the Gateway API](https://kubernetes.io/blog/2021/04/22/evolving-kubernetes-networking-with-the-gateway-api) [COMMUNITY-TOOL] + - [thenewstack.io: Unifying Kubernetes Service Networking (Again) with the' Gateway API 🌟](https://thenewstack.io/unifying-kubernetes-service-networking-again-with-the-gateway-api) [COMMUNITY-TOOL] + - [armosec.io: The New Kubernetes Gateway API and Its Use Cases](https://www.armosec.io/blog/kubernetes-gateway-api) [COMMUNITY-TOOL] + - [navendu.me: Comparing Kubernetes Gateway and Ingress APIs](https://navendu.me/posts/gateway-vs-ingress-api) [COMMUNITY-TOOL] + - [NFTables mode for kube-proxy in Kubernetes](https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy) [COMMUNITY-TOOL] + - [dustinspecker.com: iptables: How Kubernetes Services Direct Traffic to Pods](https://dustinspecker.com/posts/iptables-how-kubernetes-services-direct-traffic-to-pods) [COMMUNITY-TOOL] + - [arthurchiao.art: Cracking kubernetes node proxy (aka kube-proxy)](https://arthurchiao.art/blog/cracking-k8s-node-proxy) [COMMUNITY-TOOL] + - [developers.redhat.com: Use Skupper to connect multiple Kubernetes clusters' 🌟](https://developers.redhat.com/blog/2021/04/20/use-skupper-to-connect-multiple-kubernetes-clusters) [COMMUNITY-TOOL] + - [itnext.io: Multi-Cluster Kubernetes Networking with Netmaker](https://itnext.io/multi-cluster-kubernetes-networking-with-netmaker-bfa4e22eb2fb) [COMMUNITY-TOOL] + - [howtoforge.com: Network Policy in Kubernetes 🌟](https://www.howtoforge.com/kubernetes_network_policy) [COMMUNITY-TOOL] + - [learncloudnative.com: Kubernetes Network Policy](https://www.learncloudnative.com/blog/2020-10-07-network-policies) [COMMUNITY-TOOL] + - [bionconsulting.com: Kubernetes Network Policies](https://www.bionconsulting.com/blog/kubernetes-network-policies) [COMMUNITY-TOOL] + - [thenewstack.io: The Kubernetes Network Security Effect 🌟](https://thenewstack.io/the-kubernetes-network-security-effect) [COMMUNITY-TOOL] + - [arthurchiao.art: Cracking Kubernetes Network Policy](https://arthurchiao.art/blog/cracking-k8s-network-policy) [COMMUNITY-TOOL] + - [cilium.io: NetworkPolicy Editor: Create, Visualize, and Share Kubernetes' NetworkPolicies 🌟](https://cilium.io/blog/2021/02/10/network-policy-editor) [COMMUNITY-TOOL] + - [itnext.io: Installing Cilium on Kubernetes in a fast and efficient way](https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-dbcb79ce9699) [COMMUNITY-TOOL] + - [cilium.io: CNI Benchmark: Understanding Cilium Network Performance](https://cilium.io/blog/2021/05/11/cni-benchmark) [COMMUNITY-TOOL] + - [cockroachlabs.com: How to use Cluster Mesh for Multi-Region Kubernetes Pod' Communication](https://www.cockroachlabs.com/blog/cockroachdb-kubernetes-cilium) [COMMUNITY-TOOL] + - [cilium.io: Cilium 1.10: WireGuard, BGP Support, Egress IP Gateway, New Cilium' CLI, XDP Load Balancer, Alibaba Cloud Integration and more](https://cilium.io/blog/2021/05/20/cilium-110) [COMMUNITY-TOOL] + - [Supporting the Evolving Ingress Specification in Kubernetes 1.18](https://kubernetes.io/blog/2020/06/05/supporting-the-evolving-ingress-specification-in-kubernetes-1.18) [COMMUNITY-TOOL] + - [itnext.io: Autoscaling Ingress Controllers in Kubernetes (Daniele Polencic)](https://itnext.io/autoscaling-ingress-controllers-in-kubernetes-c64b47088485) [COMMUNITY-TOOL] + - [github.com/stakater/Xposer](https://github.com/stakater/Xposer) ⭐ 32 [COMMUNITY-TOOL] + - [Kubernetes.io: Network Plugins](https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/network-plugins) [COMMUNITY-TOOL] + - [Rancher CNI Providers 🌟](https://rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers) [COMMUNITY-TOOL] + - [github.com/containernetworking 🌟](https://github.com/containernetworking) [COMMUNITY-TOOL] + - [itnext.io: Benchmark results of Kubernetes network plugins (CNI) over 10Gbit/s' network (Updated: August 2020)](https://itnext.io/benchmark-results-of-kubernetes-network-plugins-cni-over-10gbit-s-network-updated-august-2020-6e1b757b9e49) [COMMUNITY-TOOL] + - [Damn](https://github.com/nokia/danm) ⭐ 393 [COMMUNITY-TOOL] + - [tigera.io](https://www.tigera.io) [COMMUNITY-TOOL] + - [mhmxs.blogspot.com: Autoscaling Calico Route Reflector topology in Kubernetes](https://mhmxs.blogspot.com/2020/12/autoscaling-calico-route-reflector.html) [COMMUNITY-TOOL] + - [tigera.io: Enforcing Network Security Policies with GitOps – Part 1 (Calico' + ArgoCD)](https://www.tigera.io/blog/enforcing-network-security-policies-with-gitops-part-1) [COMMUNITY-TOOL] + - [thenewstack.io: Supercharge CoreDNS with Cluster Addons 🌟](https://thenewstack.io/supercharge-coredns-with-cluster-addons) [COMMUNITY-TOOL] + - [nslookup.io: The life of a DNS query in Kubernetes](https://www.nslookup.io/learning/the-life-of-a-dns-query-in-kubernetes) [COMMUNITY-TOOL] + - [NodeLocal DNSCache](https://github.com/kubernetes/enhancements) ⭐ 3877 [ENTERPRISE-STABLE] + - [Kubernetes Node Local DNS Cache](https://povilasv.me/kubernetes-node-local-dns-cache) [COMMUNITY-TOOL] + - [k8gb.io](https://www.k8gb.io) [COMMUNITY-TOOL] + - [dev.to/aws-builders: Amazon VPC Lattice β€” Build Applications, Not Networks](https://dev.to/aws-builders/amazon-vpc-lattice-build-applications-not-networks-59j8) [COMMUNITY-TOOL] + ## Cloud Infrastructure ### Kubernetes #### Networking - - **(2026)** [==cilium.io==](https://cilium.io) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An eBPF-powered open-source project that provides high-performance, secure, and observable networking, load balancing, and network security for Kubernetes workloads. Cilium is widely adopted by enterprise platforms due to its scale capabilities and granular L3-L7 policy controls. -## Cloud Native Infrastructure + - [cilium.io](https://cilium.io) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An eBPF-powered open-source project that provides high-performance, secure, and observable networking, load balancing, and network security for Kubernetes workloads. Cilium is widely adopted by enterprise platforms due to its scale capabilities and granular L3-L7 policy controls. +#### Service Mesh -### Networking (1) - -#### Egress Traffic Control - -##### Case Studies - - - **(2020)** [**Controlling outbound traffic from Kubernetes**](https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” A highly regarded engineering case study by Monzo bank detailing how they designed and operated egress gateways to control and audit outbound traffic. Explains compliance benefits, custom proxy layers, and high-availability engineering patterns. -## Cloud Native Security - -### Network Security - -#### Network Policies - - - **(2020)** [blog.nody.cc: Verify your Kubernetes Cluster Network Policies: From Faith to Proof](https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines a methodology to empirically test and verify active Kubernetes Network Policies. Details the usage of programmatic probes to transition network security evaluation from abstract policy syntax configurations to verifiable network boundaries. -## Networking (2) + - **(2021)** [**Service meshes to the rescue: Load balancing and scaling long-lived connections in Kubernetes 🌟**](https://learnkube.com/kubernetes-long-lived-connections) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep dive into the engineering challenge of load balancing long-lived connections (gRPC, HTTP/2, WebSockets) within Kubernetes. It explains how standard L4 kube-proxy load balancing fails to distribute traffic evenly and presents L7 proxies and service meshes (like Linkerd or Istio) as the definitive architectural solution. +## Networking (1) ### Ingress Controllers #### Comparison - - **(2024)** [==Learnk8s: Comparison of Kubernetes Ingress controllers 🌟==](https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit#gid=907731238) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An industry-standard comparison spreadsheet analyzing over a dozen Kubernetes Ingress controllers. Details performance, dynamic reloading capabilities, routing protocols, and native TLS/WAF integrations. + - [Learnk8s: Comparison of Kubernetes Ingress controllers 🌟](https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit#gid=907731238) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An industry-standard comparison spreadsheet analyzing over a dozen Kubernetes Ingress controllers. Details performance, dynamic reloading capabilities, routing protocols, and native TLS/WAF integrations. --- -πŸ’‘ **Explore Related:** [Caching](./caching.md) | [Servicemesh](./servicemesh.md) | [Networking](./networking.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Istio](./istio.md) diff --git a/v2-docs/kubernetes-on-premise.md b/v2-docs/kubernetes-on-premise.md index 3f7c9db4..6fb7080a 100644 --- a/v2-docs/kubernetes-on-premise.md +++ b/v2-docs/kubernetes-on-premise.md @@ -3,45 +3,50 @@ !!! info "Architectural Context" Detailed reference for Kubernetes On Premise in the context of The Container Stack. +## Standard Reference + + - [weave.works: Manage Thousands of Clusters with GitOps and the Cluster API](https://www.weave.works/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api) [COMMUNITY-TOOL] + ## Cloud Infrastructure ### Application Platforms #### VMware Tanzu Ecosystem - - **(2022)** [zdnet.com: VMware brings Tanzu Application Platform into GA to ease Kubernetes adoption](https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Documents the GA release of Tanzu Application Platform (TAP), which provides pre-configured templates to streamline code-to-production pipelines, automating cluster deployment steps and accelerating build compliance. + - [zdnet.com: VMware brings Tanzu Application Platform into GA to ease Kubernetes' adoption](https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Documents the GA release of Tanzu Application Platform (TAP), which provides pre-configured templates to streamline code-to-production pipelines, automating cluster deployment steps and accelerating build compliance. ### Hardware Acceleration #### VMware Tanzu Ecosystem (1) - - **(2021)** [dev.to/saintdle: Deploying Nvidia GPU enabled Tanzu Kubernetes Clusters](https://dev.to/saintdle/deploying-nvidia-gpu-enabled-tanzu-kubernetes-clusters-40ma) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” An in-depth guide detailing how to provision Nvidia GPU acceleration inside Tanzu Kubernetes Grid (TKG) guest clusters. Covers configuration of GPU operators, vSphere passthrough, and driver deployment parameters for intensive workload computing. + - [dev.to/saintdle: Deploying Nvidia GPU enabled Tanzu Kubernetes Clusters](https://dev.to/saintdle/deploying-nvidia-gpu-enabled-tanzu-kubernetes-clusters-40ma) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” An in-depth guide detailing how to provision Nvidia GPU acceleration inside Tanzu Kubernetes Grid (TKG) guest clusters. Covers configuration of GPU operators, vSphere passthrough, and driver deployment parameters for intensive workload computing. ### Kubernetes Distributions #### Bare-Metal and Edge - - **(2026)** [**poseidon/typhoon**](https://github.com/poseidon/typhoon) ⭐ 2042 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Typhoon is a bare-metal and multi-cloud Kubernetes distribution focused on simplicity. Built entirely with Terraform and running on Flatcar Container Linux, it provides a stable setup that operates efficiently without heavy proprietary layers. + - [poseidon/typhoon](https://github.com/poseidon/typhoon) ⭐ 2042 [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Typhoon is a bare-metal and multi-cloud Kubernetes distribution focused on simplicity. Built entirely with Terraform and running on Flatcar Container Linux, it provides a stable setup that operates efficiently without heavy proprietary layers. #### Comparison - **(2021)** [acloudguru.com: Which Kubernetes distribution is right for you?](https://www.pluralsight.com/resources/blog/cloud/which-kubernetes-distribution-is-right-for-you) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A strategic comparison of various Kubernetes distributions across managed cloud services, enterprise-on-prem deployments, and lightweight edge environments. It outlines key trade-offs in administrative overhead, ecosystem compatibility, and operational costs to help organizations select the correct engine. #### Custom Installers - - **(2026)** [**kurl.sh**](https://kurl.sh) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An automated web-based tool from Replicated for creating custom Kubernetes installers. It generates a single shell script containing your chosen mix of Kubernetes core packages, CNI layers, and custom operators, designed for offline and air-gapped environments. + - [kurl.sh](https://kurl.sh) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An automated web-based tool from Replicated for creating custom Kubernetes installers. It generates a single shell script containing your chosen mix of Kubernetes core packages, CNI layers, and custom operators, designed for offline and air-gapped environments. #### Edge and IoT - - **(2026)** [==k0s==](https://k0sproject.io) [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” k0s is a zero-friction, highly secure Kubernetes distribution compiled into a single static binary. It separates the control plane from node processes, reducing operational overhead and memory usage, making it an excellent match for edge, bare metal, and embedded systems. - - **(2026)** [**K0s - Zero Friction Kubernetes**](https://github.com/k0sproject/k0s) ⭐ 6161 [EN CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The main GitHub repository for k0s, the lightweight zero-overhead Kubernetes distribution. It includes active developer paths, and provides built-in components like Calico CNI, Kube-router, and support for running multiple control planes. - - **(2022)** [xiaods/k8e](https://github.com/xiaods/k8e) ⭐ 444 [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A lightweight community-driven Kubernetes distribution modeled after K3s but using standard upstream components. It offers an easy install track for edge nodes and test networks looking for low operational footprints. + - [k0s](https://k0sproject.io) [EN CONTENT] [DE FACTO STANDARD] β€” k0s is a zero-friction, highly secure Kubernetes distribution compiled into a single static binary. It separates the control plane from node processes, reducing operational overhead and memory usage, making it an excellent match for edge, bare metal, and embedded systems. + - [K0s - Zero Friction Kubernetes](https://github.com/k0sproject/k0s) ⭐ 6161 [EN CONTENT] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The main GitHub repository for k0s, the lightweight zero-overhead Kubernetes distribution. It includes active developer paths, and provides built-in components like Calico CNI, Kube-router, and support for running multiple control planes. + - [xiaods/k8e](https://github.com/xiaods/k8e) ⭐ 444 [EN CONTENT] [COMMUNITY-TOOL] β€” A lightweight community-driven Kubernetes distribution modeled after K3s but using standard upstream components. It offers an easy install track for edge nodes and test networks looking for low operational footprints. #### Enterprise Platforms + - **(2026)** [==OKD==](https://okd.io) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” OKD is the open-source upstream community distribution of Red Hat OpenShift, fully integrating containerized virtualization, developer tools, and operators. Built on Fedora CoreOS, OKD provides cloud architects with a platform-as-a-service engine optimized for continuous deployment and complex multi-tenant operations. - **(2022)** [infoworld.com: 6 Kubernetes distributions leading the container revolution](https://www.infoworld.com/article/2266054/6-kubernetes-distributions-leading-the-container-revolution.html) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Reviews the leading container platforms guiding the market shift towards hybrid and multi-cloud Kubernetes orchestration. Evaluates enterprise-grade capabilities of tools like Red Hat OpenShift, VMware Tanzu, Rancher, and Mirantis, analyzing their management interfaces and security controls. #### Industry News - - **(2020)** [infoq.com: Mirantis Announces k0s, a New Kubernetes Distribution](https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution) [EN CONTENT] [CASE STUDY] [COMMUNITY-TOOL] β€” An industry report covering Mirantis' launch of k0s. Details the project's architecture, showing how it solves common challenges like packaging components cleanly, maintaining small binary sizes, and removing reliance on complex OS libraries. + - [infoq.com: Mirantis Announces k0s, a New Kubernetes Distribution](https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution) [EN CONTENT] [CASE STUDY] [COMMUNITY-TOOL] β€” An industry report covering Mirantis' launch of k0s. Details the project's architecture, showing how it solves common challenges like packaging components cleanly, maintaining small binary sizes, and removing reliance on complex OS libraries. ### Training Platforms #### Ecosystem Portals - - **(2020)** [kube.academy/pro 🌟](https://kube.academy/pro) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An interactive curriculum platform for Kubernetes engineers. Includes tracks covering cluster diagnostics, policy configuration, service mesh integrations, and overall infrastructure hardening strategies. + - [kube.academy/pro 🌟](https://kube.academy/pro) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An interactive curriculum platform for Kubernetes engineers. Includes tracks covering cluster diagnostics, policy configuration, service mesh integrations, and overall infrastructure hardening strategies. #### Sandbox Environments - **(2026)** [VMware hands-on Labs 🌟](https://labs.hol.vmware.com/HOL) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A premium sandbox platform allowing cloud engineers and enterprise architects to test VMware Tanzu and vSphere configurations without local hardware limitations. Includes pre-configured networks, clusters, and detailed training modules. @@ -50,18 +55,10 @@ #### Hypervisor Kubernetes - **(2020)** [**VMware vSphere 7 with Kubernetes** - Project Pacific](https://www.vmware.com/products/cloud-infrastructure/vsphere) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Official product landing for VMware vSphere's container execution engine, which allows traditional virtual machine management tools to deploy and monitor container runtimes. Provides a centralized solution to govern both VM and container topologies. - - **(2019)** [blogs.vmware.com: Introducing Project Pacific (vSphere with Kubernetes)](https://blogs.vmware.com/vsphere/2019/08/introducing-project-pacific.html) [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” The original deep-dive announcement introducing Project Pacific, which natively refactored VMware vSphere 7 around the Kubernetes control plane. Provided the architectural bridge that enables operations teams to provision containerized infrastructure via ESXi hypervisors. #### Tutorials - - **(2020)** [cormachogan.com: A first look at vSphere with Kubernetes in action](https://cormachogan.com/2020/04/01/a-first-look-at-vsphere-with-kubernetes-in-action) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A detailed technical review showing vSphere with Kubernetes in a live environment. Reviews how the Supervisor Cluster exposes Kubernetes native primitives natively within vCenter, allowing developers to consume storage and compute via standard YAML. - - **(2020)** [cormachogan.com: Building a TKG Cluster in vSphere with Kubernetes](https://cormachogan.com/2020/04/07/building-a-tkg-guest-cluster-in-vsphere-with-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A practical walk-through detailing how to construct and deploy a Tanzu Kubernetes Grid (TKG) guest cluster. Covers configuration details including Cluster API controllers, control-plane load balancers, and persistent virtual storage. -## Database - -### Cloud-Native Databases - -#### VMware Tanzu Ecosystem (3) - - - **(2020)** [tanzu.vmware.com: VMware Tanzu SQL: MySQL at Scale Made Easy for Kubernetes](https://tanzu.vmware.com/content/blog/vmware-tanzu-sql-mysql-at-scale-kubernetes) [EN CONTENT] [ENTERPRISE-STABLE] β€” Highlights VMware Tanzu SQL, an automated relational database engine managed natively within Kubernetes clusters. Outlines automated operations including point-in-time recovery, seamless scaling, high-availability setups, and security patching. + - [cormachogan.com: A first look at vSphere with Kubernetes in action](https://cormachogan.com/2020/04/01/a-first-look-at-vsphere-with-kubernetes-in-action) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A detailed technical review showing vSphere with Kubernetes in a live environment. Reviews how the Supervisor Cluster exposes Kubernetes native primitives natively within vCenter, allowing developers to consume storage and compute via standard YAML. + - [cormachogan.com: Building a TKG Cluster in vSphere with Kubernetes](https://cormachogan.com/2020/04/07/building-a-tkg-guest-cluster-in-vsphere-with-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A practical walk-through detailing how to construct and deploy a Tanzu Kubernetes Grid (TKG) guest cluster. Covers configuration details including Cluster API controllers, control-plane load balancers, and persistent virtual storage. ## Infrastructure ### Air-Gapped @@ -76,7 +73,7 @@ - **(2022)** [containerjournal.com: Deploying Kubernetes on Bare Metal](https://cloudnativenow.com/features/deploying-kubernetes-on-bare-metal) [COMMUNITY-TOOL] β€” An architectural guide exploring the benefits and challenges of deploying production-grade Kubernetes directly onto bare-metal servers. It details how bypassing hypervisor virtualization layers reduces operational overhead and enhances I/O performance. Crucial for low-latency, high-throughput edge nodes and data-intensive database deployments. #### Case Studies - - **(2020)** [linecorp.com: Building Large Kubernetes Clusters with **Caravan**](https://engineering.linecorp.com/en/blog/building-large-kubernetes-clusters) [COMMUNITY-TOOL] β€” A detailed engineering case study by Line Corporation explaining Caravan, their custom internal platform designed to build and maintain thousands of Kubernetes clusters on bare-metal infrastructure. Provides deep insights into enterprise lifecycle scale and custom provisioning control planes. + - [linecorp.com: Building Large Kubernetes Clusters with **Caravan**](https://engineering.linecorp.com/en/blog/building-large-kubernetes-clusters) [COMMUNITY-TOOL] β€” A detailed engineering case study by Line Corporation explaining Caravan, their custom internal platform designed to build and maintain thousands of Kubernetes clusters on bare-metal infrastructure. Provides deep insights into enterprise lifecycle scale and custom provisioning control planes. #### Strategic Decisions - **(2021)** [containerjournal.com: When Kubernetes-as-a-Service Doesn’t Cut It](https://cloudnativenow.com/features/when-kubernetes-as-a-service-doesnt-cut-it) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A strategic critique detailing scenarios where managed cloud Kubernetes services fall short of enterprise requirements, necessitating custom bare-metal or on-premises solutions. Key factors analyzed include strict regulatory compliance, low-latency requirements, and specialized hardware acceleration (GPUs, TPUs). Useful for infrastructure architects designing hybrid-cloud topologies. @@ -84,86 +81,85 @@ #### Architectural Decisions - - **(2021)** [thenewstack.io: Kubernetes on Bare Metal vs. VMs: It’s Not Just Performance](https://thenewstack.io/kubernetes-on-bare-metal-vs-vms-its-not-just-performance) [COMMUNITY-TOOL] β€” A comparative technical analysis evaluating the operational trade-offs between deploying Kubernetes on bare metal versus traditional virtual machines. While bare metal minimizes CPU/memory virtualization tax, VMs offer stronger isolation, easier live migration, and mature lifecycle management APIs. The article guides decision-makers in balancing pure hardware efficiency against administrative convenience. + - [thenewstack.io: Kubernetes on Bare Metal vs. VMs: It’s Not Just Performance](https://thenewstack.io/kubernetes-on-bare-metal-vs-vms-its-not-just-performance) [COMMUNITY-TOOL] β€” A comparative technical analysis evaluating the operational trade-offs between deploying Kubernetes on bare metal versus traditional virtual machines. While bare metal minimizes CPU/memory virtualization tax, VMs offer stronger isolation, easier live migration, and mature lifecycle management APIs. The article guides decision-makers in balancing pure hardware efficiency against administrative convenience. ### Cluster API #### Architecture (1) - - **(2019)** [thenewstack.io: Cluster API Offers a Way to Manage Multiple Kubernetes Deployments](https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-deployments) [COMMUNITY-TOOL] β€” An analysis of the early design goals of Cluster API. It outlines the architectural advantages of treating clusters as managed custom resources within a Kubernetes management cluster, establishing unified fleet control plane patterns. + - [thenewstack.io: Cluster API Offers a Way to Manage Multiple Kubernetes Deployments](https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-deployments) [COMMUNITY-TOOL] β€” An analysis of the early design goals of Cluster API. It outlines the architectural advantages of treating clusters as managed custom resources within a Kubernetes management cluster, establishing unified fleet control plane patterns. #### ArgoCD - - **(2021)** [piotrminkowski.com: Create and Manage Kubernetes Clusters with Cluster API and ArgoCD](https://piotrminkowski.com/2021/12/03/create-kubernetes-clusters-with-cluster-api-and-argocd) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An excellent tutorial detailing how to build a unified GitOps pipeline for cluster provisioning by combining Cluster API and ArgoCD. Shows how to store cluster manifests in a git repository and let ArgoCD reconcile cluster infrastructure as standard Kubernetes apps. + - [piotrminkowski.com: Create and Manage Kubernetes Clusters with Cluster' API and ArgoCD](https://piotrminkowski.com/2021/12/03/create-kubernetes-clusters-with-cluster-api-and-argocd) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An excellent tutorial detailing how to build a unified GitOps pipeline for cluster provisioning by combining Cluster API and ArgoCD. Shows how to store cluster manifests in a git repository and let ArgoCD reconcile cluster infrastructure as standard Kubernetes apps. #### Bare Metal (1) - - **(2021)** [thenewstack.io: Provision Bare-Metal Kubernetes with the Cluster API](https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Investigates the mechanics of using Cluster API providers (such as Metal3) to provision bare-metal hardware declaratively. Details the transformation of raw physical bare metal nodes into standard, managed Kubernetes control-planes and workers. + - [thenewstack.io: Provision Bare-Metal Kubernetes with the Cluster API](https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Investigates the mechanics of using Cluster API providers (such as Metal3) to provision bare-metal hardware declaratively. Details the transformation of raw physical bare metal nodes into standard, managed Kubernetes control-planes and workers. #### Declarative Management - - **(2026)** [==ClusterAPI==](https://cluster-api.sigs.k8s.io) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official Kubernetes Special Interest Group (SIG) project extending Kubernetes with declarative, Kubernetes-style APIs to manage the lifecycle of Kubernetes clusters. It implements custom resources (e.g., Clusters, Machines) and controllers across numerous cloud providers, introducing standard Infrastructure-as-Code paradigms to cluster fleet administration. -#### GitOps - - - **(2021)** [weave.works: Manage Thousands of Clusters with GitOps and the Cluster API](https://www.weave.works/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api) [ADVANCED LEVEL] [LEGACY] β€” Historical reference documenting the intersection of GitOps deployment paradigms and Cluster API (CAPI) for planetary-scale multi-cluster environments. Note: Original domain has redirected to an registration portal, reflecting legacy status. + - [ClusterAPI](https://cluster-api.sigs.k8s.io) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” The official Kubernetes Special Interest Group (SIG) project extending Kubernetes with declarative, Kubernetes-style APIs to manage the lifecycle of Kubernetes clusters. It implements custom resources (e.g., Clusters, Machines) and controllers across numerous cloud providers, introducing standard Infrastructure-as-Code paradigms to cluster fleet administration. #### Helm - - **(2021)** [github.com: Cluster API Helm Chart](https://github.com/kgamanji/cluster-api-helm-chart) ⭐ 58 🌟 [COMMUNITY-TOOL] β€” A community Helm chart designed to packages and deploy Cluster API resources and operators easily inside a management cluster. Simplifies the installation of CAPI components via standard Helm deployment pipelines. Note: Inactive, as official tooling increasingly uses clusterctl. + - [github.com: Cluster API Helm Chart](https://github.com/kgamanji/cluster-api-helm-chart) ⭐ 58 [COMMUNITY-TOOL] β€” A community Helm chart designed to packages and deploy Cluster API resources and operators easily inside a management cluster. Simplifies the installation of CAPI components via standard Helm deployment pipelines. Note: Inactive, as official tooling increasingly uses clusterctl. #### Legacy Provider - - **(2021)** [weaveworks/cluster-api-provider-existinginfra](https://github.com/weaveworks/cluster-api-provider-existinginfra) ⭐ 45 [ADVANCED LEVEL] 🌟 [LEGACY] β€” A Cluster API provider designed to enable cluster deployment over pre-existing infra (such as bare-metal or legacy VMs) via SSH. Archived following Weaveworks' wrap-up, serving now as a reference for custom SSH-based control loops. + - [weaveworks/cluster-api-provider-existinginfra](https://github.com/weaveworks/cluster-api-provider-existinginfra) ⭐ 45 [ADVANCED LEVEL] [LEGACY] β€” A Cluster API provider designed to enable cluster deployment over pre-existing infra (such as bare-metal or legacy VMs) via SSH. Archived following Weaveworks' wrap-up, serving now as a reference for custom SSH-based control loops. #### Multi-Cloud - - **(2020)** [itnext.io: Multi-Cloud and Multi-Cluster Declarative Kubernetes Cluster Creation and Management with Cluster API (CAPI β€” v1alpha3)](https://itnext.io/multi-cloud-and-multi-cluster-declarative-kubernetes-cluster-creation-and-management-with-cluster-6df8efdc2a89) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An architectural guide walking through the declarative provisioning of multi-cloud cluster setups using Cluster API (CAPI). Explores bootstrap providers, control-plane management, and target cluster life cycle configurations across AWS and Azure environments. + - [itnext.io: Multi-Cloud and Multi-Cluster Declarative Kubernetes Cluster' Creation and Management with Cluster API (CAPI β€” v1alpha3)](https://itnext.io/multi-cloud-and-multi-cluster-declarative-kubernetes-cluster-creation-and-management-with-cluster-6df8efdc2a89) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An architectural guide walking through the declarative provisioning of multi-cloud cluster setups using Cluster API (CAPI). Explores bootstrap providers, control-plane management, and target cluster life cycle configurations across AWS and Azure environments. ### Cluster Provisioning #### AWS - - **(2022)** [Kubernetes The Hard Way: AWS Edition](https://github.com/prabhatsharma/kubernetes-the-hard-way-aws) ⭐ 668 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly specific community adaptation of Kelsey Hightower's educational guide, focusing entirely on AWS infrastructure including VPCs, IAM roles, security groups, and EC2 provisioning. Valuable reference for understanding low-level networking and control plane setup on AWS. + - [Kubernetes The Hard Way: AWS Edition](https://github.com/prabhatsharma/kubernetes-the-hard-way-aws) ⭐ 668 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A highly specific community adaptation of Kelsey Hightower's educational guide, focusing entirely on AWS infrastructure including VPCs, IAM roles, security groups, and EC2 provisioning. Valuable reference for understanding low-level networking and control plane setup on AWS. #### Automation - - **(2024)** [krd](https://github.com/electrocucaracha/krd) ⭐ 40 [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Kubernetes Reference Deployment (KRD) utilizes Ansible playbooks and shell scripts to automate the installation of multi-node Kubernetes clusters with extensive integration of Cloud Native network elements, virtualization engines, and storage provisioners. Designed for prototyping comprehensive environments rapidly. + - [krd](https://github.com/electrocucaracha/krd) ⭐ 40 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Kubernetes Reference Deployment (KRD) utilizes Ansible playbooks and shell scripts to automate the installation of multi-node Kubernetes clusters with extensive integration of Cloud Native network elements, virtualization engines, and storage provisioners. Designed for prototyping comprehensive environments rapidly. #### Automation Tools - - **(2021)** [**k8s-tew**](https://github.com/darxkies/k8s-tew) ⭐ 311 🌟 [COMMUNITY-TOOL] β€” Kubernetes The Easy Way (k8s-tew) provides a collection of wrapper scripts and declarative configuration structures designed to ease the bootstrap complexities of kubeadm. Inactive, replaced by more mature standard declarative APIs. + - [**k8s-tew**](https://github.com/darxkies/k8s-tew) ⭐ 311 [COMMUNITY-TOOL] β€” Kubernetes The Easy Way (k8s-tew) provides a collection of wrapper scripts and declarative configuration structures designed to ease the bootstrap complexities of kubeadm. Inactive, replaced by more mature standard declarative APIs. #### Azure - - **(2020)** [Kubernetes the Hard Way: Azure Edition](https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An adapted tutorial of Kelsey Hightower's 'Kubernetes the Hard Way' mapped directly onto Azure cloud infrastructure. Details setting up VNets, Azure NSGs, load balancers, and virtual machine scale sets manually to better understand control plane placement. + - [Kubernetes the Hard Way: Azure Edition](https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An adapted tutorial of Kelsey Hightower's 'Kubernetes the Hard Way' mapped directly onto Azure cloud infrastructure. Details setting up VNets, Azure NSGs, load balancers, and virtual machine scale sets manually to better understand control plane placement. +#### Canonical Juju + + - **(2026)** [**Conjure up**](https://canonical.com/juju) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The canonical toolset for automating cloud operations using Juju charms. Simplifies the installation of Charmed Kubernetes clusters across various clouds. Note: Conjure-up has been fully integrated and evolved directly into Canonical Juju's primary modeling environment. #### Community Videos - - **(2021)** [youtube: OpenShift Commons En Vivo - KubeInit con Maria Bracho, Scott McCarty, and Carlos Camacho (Red Hat, Spanish) 🌟](https://www.youtube.com/watch?v=9_6H7Ahsdm4&ab_channel=OpenShift) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” A video presentation exploring KubeInit, its architecture, and practical use cases for bootstrapping cloud-native platforms like OpenShift and Kubernetes on local hardware. Conducted in Spanish with Red Hat experts. [SPANISH CONTENT] + - [youtube: OpenShift Commons En Vivo - KubeInit con Maria Bracho, Scott McCarty,' and Carlos Camacho (Red Hat, Spanish) 🌟](https://www.youtube.com/watch?v=9_6H7Ahsdm4&ab_channel=OpenShift) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” A video presentation exploring KubeInit, its architecture, and practical use cases for bootstrapping cloud-native platforms like OpenShift and Kubernetes on local hardware. Conducted in Spanish with Red Hat experts. [SPANISH CONTENT] #### Containerd - - **(2021)** [thenewstack.io: How to Deploy Kubernetes with Kubeadm and containerd](https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd) [COMMUNITY-TOOL] β€” Examines the modern approach to cluster provisioning by leveraging the containerd CRI runtime directly with kubeadm. Explains how to drop docker-shim and configure systemic dependencies, systemd cgroup drivers, and network configurations for maximum efficiency. + - [thenewstack.io: How to Deploy Kubernetes with Kubeadm and containerd](https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd) [COMMUNITY-TOOL] β€” Examines the modern approach to cluster provisioning by leveraging the containerd CRI runtime directly with kubeadm. Explains how to drop docker-shim and configure systemic dependencies, systemd cgroup drivers, and network configurations for maximum efficiency. #### Developer Environments - - **(2024)** [github.com/bluxmit: Kubespray Workspace](https://github.com/bluxmit/alnoda-workspaces) ⭐ 1362 🌟🌟 [COMMUNITY-TOOL] β€” A specialized development workspace designed to streamline the execution of Kubespray and Ansible operations. It bundles critical tools, CLI utilities, and playbooks in a containerized sandbox to prevent local dependency conflicts during large-scale cluster provisioning. + - [github.com/bluxmit: Kubespray Workspace](https://github.com/bluxmit/alnoda-workspaces) ⭐ 1362 [COMMUNITY-TOOL] β€” A specialized development workspace designed to streamline the execution of Kubespray and Ansible operations. It bundles critical tools, CLI utilities, and playbooks in a containerized sandbox to prevent local dependency conflicts during large-scale cluster provisioning. #### Education - - **(2026)** [==**Kelsey Hightower: kubernetes the hard way**==](https://github.com/kelseyhightower/kubernetes-the-hard-way) ⭐ 48360 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The legendary, standard-setting educational guide for bootstrap-configuring high-availability Kubernetes clusters without installers. Details direct certificate generation, control plane components installation, systemd configuration, and CNI initialization. Crucial for establishing a deeply technical foundation of internal cluster mechanics. + - [**Kelsey Hightower: kubernetes the hard way**](https://github.com/kelseyhightower/kubernetes-the-hard-way) ⭐ 48360 [DE FACTO STANDARD] β€” The legendary, standard-setting educational guide for bootstrap-configuring high-availability Kubernetes clusters without installers. Details direct certificate generation, control plane components installation, systemd configuration, and CNI initialization. Crucial for establishing a deeply technical foundation of internal cluster mechanics. #### Kops - - **(2026)** [==GitHub: Kubernetes Cluster with Kops==](https://github.com/kubernetes/kops) ⭐ 16614 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] β€” The official Kubernetes Operations tool for deploying, scaling, and managing highly available, production-grade Kubernetes clusters on public cloud environments (specifically AWS, with alpha/beta support for GCE, DigitalOcean, and OpenStack). Built on a declarative configuration model, Kops manages the underlying VM resources, networking, and DNS required for the control plane. + - [GitHub: Kubernetes Cluster with Kops](https://github.com/kubernetes/kops) ⭐ 16614 [ADVANCED LEVEL] [DE FACTO STANDARD] [EMERGING] β€” The official Kubernetes Operations tool for deploying, scaling, and managing highly available, production-grade Kubernetes clusters on public cloud environments (specifically AWS, with alpha/beta support for GCE, DigitalOcean, and OpenStack). Built on a declarative configuration model, Kops manages the underlying VM resources, networking, and DNS required for the control plane. #### Kops Security - - **(2020)** [blog.ivnilv.com: Rotating Kops Etcd Certificates](https://blog.ivnilv.com/posts/rotating-kops-etcd-certificates) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep-dive operational guide detailing how to safely rotate etcd certificates within an AWS-based cluster provisioned by Kops. It walks through the sequence of configuration modifications, rolling updates, and verification checks. Critical reading for system administrators managing long-lived Kops deployments without downtime. + - [blog.ivnilv.com: Rotating Kops Etcd Certificates](https://blog.ivnilv.com/posts/rotating-kops-etcd-certificates) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep-dive operational guide detailing how to safely rotate etcd certificates within an AWS-based cluster provisioned by Kops. It walks through the sequence of configuration modifications, rolling updates, and verification checks. Critical reading for system administrators managing long-lived Kops deployments without downtime. #### Kubeadm - - **(2026)** [==Kubernetes Cluster with **Kubeadm**==](https://github.com/kubernetes/kubeadm) ⭐ 3977 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The standard bootstrapping engine for establishing conformant Kubernetes clusters. Kubeadm abstracts the complex mechanics of configuring etcd, control plane API components, and node registration into clean `init` and `join` workflows. Designed to serve as the building block for higher-level platform orchestration engines. + - [Kubernetes Cluster with **Kubeadm**](https://github.com/kubernetes/kubeadm) ⭐ 3977 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The standard bootstrapping engine for establishing conformant Kubernetes clusters. Kubeadm abstracts the complex mechanics of configuring etcd, control plane API components, and node registration into clean `init` and `join` workflows. Designed to serve as the building block for higher-level platform orchestration engines. #### Kubeadm Guides - - **(2021)** [mirantis.com: How to install Kubernetes with Kubeadm: A quick and dirty guide](https://www.mirantis.com/blog/how-install-kubernetes-kubeadm) [COMMUNITY-TOOL] β€” A simplified deployment checklist for running containerized workloads on Kubernetes via kubeadm. Demonstrates manual package installation, initialization commands, and standard validation tests. Good starting point for spinning up fast staging clusters. - - **(2020)** [Set up a Bare Metal Kubernetes cluster with](https://www.padok.fr/en/blog/kubeadm-kubernetes-cluster) [COMMUNITY-TOOL] β€” An architectural walk-through showing how to configure a multi-node bare-metal Kubernetes cluster from scratch using kubeadm. Highlights operational choices regarding container runtimes, networking (CNI), and load balancers to simulate cloud-like elasticity on physical hardware. - - **(2019)** [Setting Up a Kubernetes Cluster on Ubuntu 18.04](https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04) [LEGACY] β€” Step-by-step tutorial for building a Kubernetes control plane and node infrastructure on Ubuntu 18.04 VMs using kubeadm. Explores Docker runtime configuration and basic CNI setups. Highly legacy given newer Ubuntu releases and containerd/CRI-O standard transition. + - [Setting Up a Kubernetes Cluster on Ubuntu 18.04](https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04) [LEGACY] β€” Step-by-step tutorial for building a Kubernetes control plane and node infrastructure on Ubuntu 18.04 VMs using kubeadm. Explores Docker runtime configuration and basic CNI setups. Highly legacy given newer Ubuntu releases and containerd/CRI-O standard transition. + - [mirantis.com: How to install Kubernetes with Kubeadm: A quick and dirty' guide](https://www.mirantis.com/blog/how-install-kubernetes-kubeadm) [COMMUNITY-TOOL] β€” A simplified deployment checklist for running containerized workloads on Kubernetes via kubeadm. Demonstrates manual package installation, initialization commands, and standard validation tests. Good starting point for spinning up fast staging clusters. #### Kubespray - - **(2026)** [==**Kubespray**==](https://github.com/kubernetes-sigs/kubespray) ⭐ 18493 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An industry-standard provisioning tool combining Ansible playbooks and kubeadm to deliver highly configurable, multi-cloud, production-grade Kubernetes deployments. Supports declarative definition of CNI plugins, container runtimes (containerd/CRI-O), ingress controllers, and storage drivers, making it the preferred choice for on-premise and bare-metal enterprise automation. + - [**Kubespray**](https://github.com/kubernetes-sigs/kubespray) ⭐ 18493 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An industry-standard provisioning tool combining Ansible playbooks and kubeadm to deliver highly configurable, multi-cloud, production-grade Kubernetes deployments. Supports declarative definition of CNI plugins, container runtimes (containerd/CRI-O), ingress controllers, and storage drivers, making it the preferred choice for on-premise and bare-metal enterprise automation. #### Kubespray Guides - - **(2021)** [adamtheautomator.com/kubespray: Conquer Kubernetes Clusters with Ansible Kubespray](https://adamtheautomator.com/kubespray) [COMMUNITY-TOOL] β€” A hands-on, practical guide demonstrating step-by-step how to deploy a fully functioning Kubernetes cluster using Kubespray on custom virtual environments. Details preparing host inventories, updating variables, and executing core Ansible playbooks. - **(2020)** [redhat.com: An introduction to Kubespray](https://www.redhat.com/en/blog/kubespray-deploy-kubernetes) [COMMUNITY-TOOL] β€” An introductory conceptual article published on Red Hat's blog explaining how Kubespray leverages Ansible to deploy and manage cluster lifecycles. Discusses deployment target flexibility and explains why it serves as a powerful alternative for enterprise on-premises platforms. + - [adamtheautomator.com/kubespray: Conquer Kubernetes Clusters with Ansible' Kubespray](https://adamtheautomator.com/kubespray) [COMMUNITY-TOOL] β€” A hands-on, practical guide demonstrating step-by-step how to deploy a fully functioning Kubernetes cluster using Kubespray on custom virtual environments. Details preparing host inventories, updating variables, and executing core Ansible playbooks. #### Legacy Tooling - **(2018)** [A Comparative Analysis of Kubernetes Deployment Tools: Kubespray, kops, and conjure-up](https://www.altoros.com/blog/404-page-doesnt-exist) [COMMUNITY-TOOL] β€” Historical comparative study of older-generation Kubernetes provisioning tools (Kubespray, Kops, and Conjure-Up). Note: The link has expired, reflecting the rapid evolution and deprecation of early multi-cloud orchestration scripts. #### Virtualization - - **(2023)** [Kubeinit 🌟](https://github.com/kubeinit/kubeinit) ⭐ 222 [ADVANCED LEVEL] 🌟 [LEGACY] β€” An Ansible-based automation tool to deploy Kubernetes, OKD, or OpenShift on bare-metal or VM hosts using KVM/libvirt and nested virtualization. Helps automate clean network definitions, hypervisor provisioning, and cluster bootstrapping. Note: Repo has seen minimal recent activity, indicating transition towards LEGACY status. + - [Kubeinit 🌟](https://github.com/kubeinit/kubeinit) ⭐ 222 [ADVANCED LEVEL] [LEGACY] β€” An Ansible-based automation tool to deploy Kubernetes, OKD, or OpenShift on bare-metal or VM hosts using KVM/libvirt and nested virtualization. Helps automate clean network definitions, hypervisor provisioning, and cluster bootstrapping. Note: Repo has seen minimal recent activity, indicating transition towards LEGACY status. ### Edge and IoT (1) #### MicroK8s @@ -171,47 +167,37 @@ - **(2026)** [****Microk8s****](https://canonical.com/microk8s) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A lightweight, production-grade, single-package Kubernetes distribution by Canonical. It features automatic updates, high-availability cluster builds, and instant addon enablement (e.g., GPU support, Linkerd, Istio). Highly optimized for developer environments, Edge workloads, and IoT gateways. #### MicroK8s Guides - - **(2021)** [thenewstack.io: Deploy Microk8s and the Kubernetes Dashboard for K8s Development](https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-development) [COMMUNITY-TOOL] β€” Teaches developers how to install MicroK8s on local workstations and spin up the native visual Kubernetes Dashboard. Demonstrates rapid local testing cycles for testing deployment patterns without external cloud dependencies. - - **(2021)** [thenewstack.io: Deploy a Kubernetes Cluster on Ubuntu Server with Microk8s](https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s) [COMMUNITY-TOOL] β€” Outlines the quick process of setting up single or multi-node Kubernetes infrastructures on Ubuntu Server leveraging MicroK8s' native snap packages. Perfect guide for rapid physical hardware staging or home labs. + - [thenewstack.io: Deploy Microk8s and the Kubernetes Dashboard for K8s Development](https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-development) [COMMUNITY-TOOL] β€” Teaches developers how to install MicroK8s on local workstations and spin up the native visual Kubernetes Dashboard. Demonstrates rapid local testing cycles for testing deployment patterns without external cloud dependencies. + - [thenewstack.io: Deploy a Kubernetes Cluster on Ubuntu Server with Microk8s](https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s) [COMMUNITY-TOOL] β€” Outlines the quick process of setting up single or multi-node Kubernetes infrastructures on Ubuntu Server leveraging MicroK8s' native snap packages. Perfect guide for rapid physical hardware staging or home labs. #### Sandbox Runtimes - - **(2020)** [Kata Containers on MicroK8s](https://github.com/didier-durand/microk8s-kata-containers) ⭐ 34 [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” A community project showcasing how to configure and run Kata Containers inside a Canonical MicroK8s environment for hardware-assisted, hypervisor-isolated container sandboxing. Inactive but serves as a solid blueprint for secure multi-tenant lightweight virtualization. + - [Kata Containers on MicroK8s](https://github.com/didier-durand/microk8s-kata-containers) ⭐ 34 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A community project showcasing how to configure and run Kata Containers inside a Canonical MicroK8s environment for hardware-assisted, hypervisor-isolated container sandboxing. Inactive but serves as a solid blueprint for secure multi-tenant lightweight virtualization. #### Security Benchmarking - - **(2020)** [MicroK8s & Kubernetes security benchmark from CIS](https://github.com/didier-durand/microk8s-kube-bench) ⭐ 17 🌟 [COMMUNITY-TOOL] β€” A validation utility adapting aquasecurity's kube-bench to run structured CIS security benchmarks directly against canonical MicroK8s clusters. Confirms cluster configuration conformance to standard security profiles. -### GitOps (1) - -#### Cluster Provisioning (1) - - - **(2022)** [Weave Kubernetes System Control - wksctl](https://github.com/weaveworks/wksctl) ⭐ 389 [ADVANCED LEVEL] 🌟 [LEGACY] β€” An early GitOps-driven Kubernetes cluster manager from Weaveworks that provisioned clusters from a declared state stored in git. Following Weaveworks' operational shutdown, this project is considered legacy but remains highly influential in GitOps control-loop architecture history. + - [MicroK8s & Kubernetes security benchmark from CIS](https://github.com/didier-durand/microk8s-kube-bench) ⭐ 17 [COMMUNITY-TOOL] β€” A validation utility adapting aquasecurity's kube-bench to run structured CIS security benchmarks directly against canonical MicroK8s clusters. Confirms cluster configuration conformance to standard security profiles. ### Infrastructure as Code #### Ansible - - **(2025)** [Ansible Role - Kubernetes (Jeff Geerling)](https://github.com/geerlingguy/ansible-role-kubernetes) ⭐ 625 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly popular and actively maintained Ansible role written by Jeff Geerling that automates the installation and configuration of Kubernetes on Debian/Ubuntu and RedHat/CentOS servers. It simplifies installing kubeadm, kubelet, and kubectl, managing system configurations, and bootstrapping clusters cleanly via playbooks. + - [Ansible Role - Kubernetes (Jeff Geerling)](https://github.com/geerlingguy/ansible-role-kubernetes) ⭐ 625 [COMMUNITY-TOOL] β€” A highly popular and actively maintained Ansible role written by Jeff Geerling that automates the installation and configuration of Kubernetes on Debian/Ubuntu and RedHat/CentOS servers. It simplifies installing kubeadm, kubelet, and kubectl, managing system configurations, and bootstrapping clusters cleanly via playbooks. #### Terraform - - **(2020)** [Autoscalable Kubernetes cluster at Exoscale, using Packer and Terraform](https://github.com/PhilippeChepy/exoscale-kubernetes-crio) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A prototype repository demonstrating how to deploy an auto-scalable Kubernetes cluster on Exoscale utilizing Packer to build customized CRI-O images and Terraform for resource provisioning. Inactive, representing historical cloud-specific infrastructure designs. + - [Autoscalable Kubernetes cluster at Exoscale, using Packer and Terraform](https://github.com/PhilippeChepy/exoscale-kubernetes-crio) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A prototype repository demonstrating how to deploy an auto-scalable Kubernetes cluster on Exoscale utilizing Packer to build customized CRI-O images and Terraform for resource provisioning. Inactive, representing historical cloud-specific infrastructure designs. ### Local Clusters #### Single Node - - **(2021)** [blog.radwell.codes: Provisioning Single-node Kubernetes Cluster using kubeadm on Ubuntu 20.04](https://blog.radwell.codes/2021/05/provisioning-single-node-kubernetes-cluster-using-kubeadm-on-ubuntu-20-04) [COMMUNITY-TOOL] β€” Guides the reader through a slimmed-down kubeadm installation tailored for developer testing environments on a single Ubuntu VM. Includes the crucial command to untaint the control plane node, allowing user workloads to be scheduled locally without worker nodes. + - [blog.radwell.codes: Provisioning Single-node Kubernetes Cluster using kubeadm' on Ubuntu 20.04](https://blog.radwell.codes/2021/05/provisioning-single-node-kubernetes-cluster-using-kubeadm-on-ubuntu-20-04) [COMMUNITY-TOOL] β€” Guides the reader through a slimmed-down kubeadm installation tailored for developer testing environments on a single Ubuntu VM. Includes the crucial command to untaint the control plane node, allowing user workloads to be scheduled locally without worker nodes. #### VirtualBox - - **(2021)** [kosyfrances.com: Using kubeadm to create a Kubernetes 1.20 cluster on VirtualBox with Ubuntu](https://kosyfrances.com/kubernetes-cluster) [COMMUNITY-TOOL] β€” A local lab guide explaining how to spin up a Kubernetes 1.20 multi-node environment on Oracle VirtualBox using kubeadm. Outlines setting up host-only networking, static IP mapping, and configuring containerd manually. Tailored for software testing and network topology validation. + - [kosyfrances.com: Using kubeadm to create a Kubernetes 1.20 cluster on VirtualBox' with Ubuntu](https://kosyfrances.com/kubernetes-cluster) [COMMUNITY-TOOL] β€” A local lab guide explaining how to spin up a Kubernetes 1.20 multi-node environment on Oracle VirtualBox using kubeadm. Outlines setting up host-only networking, static IP mapping, and configuring containerd manually. Tailored for software testing and network topology validation. ## Networking -### Container Network Interface - -#### CNI Plugins - - - **(2024)** [github: Weave Net - Weaving Containers into Applications](https://github.com/weaveworks/weave) ⭐ 6613 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Weave Net is a resilient container CNI designed to create peer-to-peer overlay networks without external databases or configurations. The project was officially archived by Weaveworks in 2024, prompting teams to migrate to more modern CNI plugins like Cilium and Calico. ### Service Mesh -#### VMware Tanzu Ecosystem (4) +#### VMware Tanzu Ecosystem (3) - - **(2020)** [blogs.vmware.com: VMware Tanzu Service Mesh, built on VMware NSX is Now Available!](https://blogs.vmware.com/networkvirtualization/2020/03/vmware-tanzu-service-mesh-built-on-vmware-nsx-is-now-available.html) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Introduces VMware Tanzu Service Mesh, engineered on NSX technology to support high-performance secure traffic, global load-balancing, and end-to-end telemetry. It enables multi-cluster configurations and unified security policy enforcement across cloud boundaries. + - [blogs.vmware.com: VMware Tanzu Service Mesh, built on VMware NSX is Now' Available!](https://blogs.vmware.com/networkvirtualization/2020/03/vmware-tanzu-service-mesh-built-on-vmware-nsx-is-now-available.html) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Introduces VMware Tanzu Service Mesh, engineered on NSX technology to support high-performance secure traffic, global load-balancing, and end-to-end telemetry. It enables multi-cluster configurations and unified security policy enforcement across cloud boundaries. ## Observability ### Dashboards and UIs @@ -225,8 +211,8 @@ #### Legacy Tools (1) - - **(2019)** [Stateful Kubernetes-In-a-Box with Kontena Pharos](https://blog.purestorage.com/stateful-kubernetes-pure-service-orchestrator-kontena-pharos) [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” A historical look at combining the Kontena Pharos Kubernetes distribution with Pure Storage orchestrators to run heavy database workloads. Useful for documenting the evolution of early volume mount drivers before CSI stabilization. + - [Stateful Kubernetes-In-a-Box with Kontena Pharos](https://blog.purestorage.com/stateful-kubernetes-pure-service-orchestrator-kontena-pharos) [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” A historical look at combining the Kontena Pharos Kubernetes distribution with Pure Storage orchestrators to run heavy database workloads. Useful for documenting the evolution of early volume mount drivers before CSI stabilization. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/kubernetes-operators-controllers.md b/v2-docs/kubernetes-operators-controllers.md index d02fe625..59564f77 100644 --- a/v2-docs/kubernetes-operators-controllers.md +++ b/v2-docs/kubernetes-operators-controllers.md @@ -3,36 +3,106 @@ !!! info "Architectural Context" Detailed reference for Kubernetes Operators Controllers in the context of The Container Stack. -## Cloud Infrastructure +## Standard Reference -### Infrastructure as Code + - [devops.com: Day 2 for the Operator Ecosystem 🌟](https://devops.com/day-2-for-the-operator-ecosystem) [COMMUNITY-TOOL] + - [Domain-harvester](https://github.com/shurshun/domain-harvester) [COMMUNITY-TOOL] + - [Cass Operator](https://github.com/datastax/cass-operator) ⭐ 258 [COMMUNITY-TOOL] + - [Kotal operator](https://github.com/kotalco/kotal) ⭐ 221 [COMMUNITY-TOOL] + - [Speculator: Redis Operator](https://github.com/OT-CONTAINER-KIT/redis-operator) ⭐ 1350 [COMMUNITY-TOOL] + - [github.com/carlosedp/lbconfig-operator: External Load Balancer Operator' 🌟](https://github.com/carlosedp/lbconfig-operator) ⭐ 63 [COMMUNITY-TOOL] + - [Sentry Operator](https://github.com/jace-ys/sentry-operator) ⭐ 27 [COMMUNITY-TOOL] + - [thenewstack.io: When to Use, and When to Avoid, the Operator Pattern 🌟](https://thenewstack.io/kubernetes-when-to-use-and-when-to-avoid-the-operator-pattern) [COMMUNITY-TOOL] + - [infoq.com: Kubernetes Operators in Depth](https://www.infoq.com/articles/kubernetes-operators-in-depth) [COMMUNITY-TOOL] + - [DB Operator 🌟](https://github.com/kloeckner-i/db-operator) ⭐ 163 [COMMUNITY-TOOL] + - [container-solutions.com: Kubernetes Operators Explained](https://blog.container-solutions.com/kubernetes-operators-explained) [COMMUNITY-TOOL] + - [kubeload - load testing](https://github.com/Efrat19/kubeload) [COMMUNITY-TOOL] + - [registry-creds](https://github.com/alexellis/registry-creds) ⭐ 351 [COMMUNITY-TOOL] + - [gemini](https://github.com/FairwindsOps/gemini) ⭐ 433 [COMMUNITY-TOOL] + - [Kdo: deployless development on Kubernetes 🌟](https://kdo.dev) [COMMUNITY-TOOL] + - [HostPort Operator](https://github.com/rmb938/hostport-allocator) ⭐ 18 [COMMUNITY-TOOL] + - [iximiuz.com: Exploring Kubernetes Operator Pattern 🌟](https://iximiuz.com/en/posts/kubernetes-operator-pattern) [COMMUNITY-TOOL] + - [didil/autobucket-operator](https://github.com/didil/autobucket-operator) ⭐ 12 [COMMUNITY-TOOL] + - [Bare Metal Operator](https://github.com/metal3-io/baremetal-operator) ⭐ 742 [COMMUNITY-TOOL] + - [Meerkat](https://github.com/borchero/meerkat) ⭐ 38 [COMMUNITY-TOOL] + - [Logging Operator](https://github.com/OT-CONTAINER-KIT/logging-operator) ⭐ 51 [COMMUNITY-TOOL] + - [gst-pipeline-operator: A Kubernetes operator for running audio/video processing' pipelines](https://github.com/tinyzimmer/gst-pipeline-operator) ⭐ 24 [COMMUNITY-TOOL] + - [uptimerobot-operator](https://github.com/brennerm/uptimerobot-operator) ⭐ 60 [COMMUNITY-TOOL] + - [medium.com: Getting Started With Kubernetes Operators (Helm Based) - Part' 1](https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-helm-based-part-1) [COMMUNITY-TOOL] + - [IngressMonitorController (Deprecated)](https://github.com/stakater/IngressMonitorController) ⭐ 730 [COMMUNITY-TOOL] + - [FairwindsOps/rbac-manager: RBAC Manager 🌟](https://github.com/FairwindsOps/rbac-manager) ⭐ 1649 [COMMUNITY-TOOL] + - [KubePlus - Kubernetes Operator to deliver Helm charts as-a-service 🌟](https://github.com/cloud-ark/kubeplus) ⭐ 734 [COMMUNITY-TOOL] + - [kubernetes.io: Writing a Controller for Pod Labels](https://kubernetes.io/blog/2021/06/21/writing-a-controller-for-pod-labels) [COMMUNITY-TOOL] + - [kubermatic.com: Why Implementing Kubernetes Operators Is a Good Idea! 🌟](https://www.kubermatic.com/blog/why-implementing-kubernetes-operators-is-a-good-idea) [COMMUNITY-TOOL] + - [thenewstack.io: We Pushed Helm to the Limit, then Built a Kubernetes Operator' 🌟](https://thenewstack.io/we-pushed-helm-to-the-limit-then-built-a-kubernetes-operator) [COMMUNITY-TOOL] + - [itnext.io: Kubexpose: A Kubernetes Operator, for fun and profit!](https://itnext.io/kubexpose-a-kubernetes-operator-for-fun-and-profit-f528586eee07) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes Operators: Cruise Control for Managing Cloud-Native' Apps](https://itnext.io/kubernetes-operators-cruise-control-for-managing-cloud-native-apps-db328ef8e345) [COMMUNITY-TOOL] + - [digitalis-io/vals-operator](https://github.com/digitalis-io/vals-operator) ⭐ 166 [COMMUNITY-TOOL] + - [banzaicloud/thanos-operator 🌟](https://github.com/banzaicloud/thanos-operator) ⭐ 283 [COMMUNITY-TOOL] + - [cloud-bulldozer/benchmark-operator: The Chuck Norris of cloud benchmarks](https://github.com/cloud-bulldozer/benchmark-operator) ⭐ 304 [COMMUNITY-TOOL] + - [pravega/pravega-operator](https://github.com/pravega/pravega-operator) ⭐ 40 [COMMUNITY-TOOL] + - [Quentin-M/etcd-cloud-operator](https://github.com/Quentin-M/etcd-cloud-operator) ⭐ 234 [COMMUNITY-TOOL] + - [spring.io: Get to Know a Kubernetes Operator!](https://spring.io/blog/2021/11/19/get-to-know-a-kubernetes-operator) [COMMUNITY-TOOL] + - [VictoriaMetrics/operator](https://github.com/VictoriaMetrics/operator) ⭐ 559 [COMMUNITY-TOOL] + - [blog.px.dev/k8s-operator: 3 Reasons to Use Kubernetes Operators (and 2 Reasons' Not To)](https://blog.px.dev/k8s-operator) [COMMUNITY-TOOL] + - [practicalkubernetes.blogspot.com: Making the case for Kubernetes Operators](https://practicalkubernetes.blogspot.com/2022/01/making-case-for-kubernetes-operators.html) [COMMUNITY-TOOL] + - [reactive-tech/kubegres](https://github.com/reactive-tech/kubegres) ⭐ 1351 [COMMUNITY-TOOL] + - [redhat-cop/keepalived-operator: Keepalived operator](https://github.com/redhat-cop/keepalived-operator) ⭐ 123 [COMMUNITY-TOOL] + - [redhat-cop/dynamic-rbac-operator: Dynamic RBAC Operator](https://github.com/redhat-cop/dynamic-rbac-operator) ⭐ 23 [COMMUNITY-TOOL] + - [spotify/flink-on-k8s-operator: Kubernetes Operator for Apache Flink](https://github.com/spotify/flink-on-k8s-operator) ⭐ 225 [COMMUNITY-TOOL] + - [kube-green](https://kube-green.dev) [COMMUNITY-TOOL] + - [krestomatio/keydb-operator](https://github.com/krestomatio/keydb-operator) ⭐ 58 [COMMUNITY-TOOL] + - [Keel 🌟](https://github.com/keel-hq/keel) ⭐ 2711 [COMMUNITY-TOOL] + - [openshift/machine-api-operator](https://github.com/openshift/machine-api-operator) ⭐ 185 [COMMUNITY-TOOL] + - [rancher/system-upgrade-controller: System Upgrade Controller](https://github.com/rancher/system-upgrade-controller) ⭐ 947 [COMMUNITY-TOOL] + - [ckotzbauer/vulnerability-operator](https://github.com/ckotzbauer/vulnerability-operator) ⭐ 87 [COMMUNITY-TOOL] + - [Michaelpalacce/SimpleSecrets](https://github.com/Michaelpalacce/SimpleSecrets) [COMMUNITY-TOOL] + - [learnsteps.com: Advance Kubernetes: What exactly are Kubernetes Operators?](https://www.learnsteps.com/advanced-kubernetes-what-exactly-are-kubernetes-operators) [COMMUNITY-TOOL] + - [OT-CONTAINER-KIT/mongodb-operator: MongoDB Operator](https://github.com/OT-CONTAINER-KIT/mongodb-operator) ⭐ 49 [COMMUNITY-TOOL] + - [prosimcorp/reforma](https://github.com/prosimcorp/reforma) ⭐ 58 [COMMUNITY-TOOL] + - [vitobotta/velero-notifications](https://github.com/vitobotta/velero-notifications) ⭐ 36 [COMMUNITY-TOOL] + - [NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes](https://github.com/NVIDIA/k8s-device-plugin) ⭐ 3760 [ENTERPRISE-STABLE] + - [glebiller/dynamic-configuration-operator: Dynamic Configuration Operator](https://github.com/glebiller/dynamic-configuration-operator) ⭐ 34 [COMMUNITY-TOOL] + - [github.com/furiko-io/furiko](https://github.com/furiko-io/furiko) ⭐ 502 [COMMUNITY-TOOL] + - [github.com/DevOps-Nirvana: Kubernetes Volume / Disk Autoscaler (via Prometheus)](https://github.com/DevOps-Nirvana/Kubernetes-Volume-Autoscaler) ⭐ 317 [COMMUNITY-TOOL] + - [borchero/switchboard: Switchboard](https://github.com/borchero/switchboard) ⭐ 163 [COMMUNITY-TOOL] + - [scylladb/scylla-operator](https://github.com/scylladb/scylla-operator) ⭐ 398 [COMMUNITY-TOOL] + - [coderanger/migrations-operator: Migrations-Operator](https://github.com/coderanger/migrations-operator) ⭐ 136 [COMMUNITY-TOOL] + - [omerxx.com: 10 Things I wish I’d known before building a Kubernetes CRD' controller](https://omerxx.com/k8s-controllers) [COMMUNITY-TOOL] + - [github.com/mittwald/kubernetes-secret-generator 🌟](https://github.com/mittwald/kubernetes-secret-generator) ⭐ 387 [COMMUNITY-TOOL] + - [github.com/ContainerSolutions/delayed-jobs-operator](https://github.com/ContainerSolutions/delayed-jobs-operator) ⭐ 10 [COMMUNITY-TOOL] + - [blog.frankel.ch: Introduction to Kubernetes extensibility 🌟](https://blog.frankel.ch/kubernetes-extensibility) [COMMUNITY-TOOL] + - [superorbital.io: Testing Production Kubernetes Controllers](https://superorbital.io/blog/testing-production-controllers) [COMMUNITY-TOOL] + - [github.com/lukaszraczylo/jobs-manager-operator 🌟](https://github.com/lukaszraczylo/jobs-manager-operator) [COMMUNITY-TOOL] + - [github.com/ricoberger/vault-secrets-operator](https://github.com/ricoberger/vault-secrets-operator) ⭐ 680 [COMMUNITY-TOOL] + - [github.com/ElementTech/kube-reqsizer](https://github.com/ElementTech/kube-reqsizer) [COMMUNITY-TOOL] + - [github.com/sieve-project/sieve](https://github.com/sieve-project/sieve) ⭐ 344 [COMMUNITY-TOOL] + - [thenewstack.io: HashiCorp Vault Operator Manages Kubernetes Secrets](https://thenewstack.io/hashicorp-vault-operator-manages-kubernetes-secrets) [COMMUNITY-TOOL] + - [github.com/gianlucam76/k8s-cleaner 🌟](https://github.com/gianlucam76/k8s-cleaner) ⭐ 780 [COMMUNITY-TOOL] + - [github.com/NCCloud/mayfly: Ephemeral Kubernetes Resources 🌟](https://github.com/NCCloud/mayfly) ⭐ 338 [COMMUNITY-TOOL] + - [itnext.io: 5 Advanced Kubernetes Operators Every DevOps Engineer Should' Know About 🌟](https://itnext.io/5-advanced-kubernetes-operators-every-devops-engineer-should-know-about-ab46bdc1c7d5) [COMMUNITY-TOOL] + - [github.com/open-telemetry/opentelemetry-operator](https://github.com/open-telemetry/opentelemetry-operator) ⭐ 1696 [COMMUNITY-TOOL] + - [kubernetes-sigs/kubebuilder](https://github.com/kubernetes-sigs/kubebuilder) ⭐ 9153 [ENTERPRISE-STABLE] + - [dev.to/thenjdevopsguy: What Is A Kubernetes Operator?](https://dev.to/thenjdevopsguy/what-is-a-kubernetes-operator-53kb) [COMMUNITY-TOOL] + - [operatorhub.io](https://operatorhub.io) [COMMUNITY-TOOL] + - [Operator Capability Levels](https://operatorframework.io/operator-capabilities) [COMMUNITY-TOOL] + - [Cluster Addons 🌟](https://github.com/kubernetes-sigs/cluster-addons) ⭐ 156 [COMMUNITY-TOOL] + - [K8Spin Operator 🌟](https://github.com/k8spin/k8spin-operator) ⭐ 217 [COMMUNITY-TOOL] + - [thenewstack.io: K8Spin Provides Multitenant Isolation for Kubernetes](https://thenewstack.io/k8spin-provides-multitenant-isolation-for-kubernetes) [COMMUNITY-TOOL] + - [Discover K8Spin open source software](https://k8spin.cloud/oss-projects) [COMMUNITY-TOOL] + - [K8s KPIs with Kuberhealthy 🌟](https://kubernetes.io/blog/2020/05/29/k8s-kpis-with-kuberhealthy) [COMMUNITY-TOOL] + - [Kueue Release v0.14.0](https://github.com/kubernetes-sigs/kueue/releases/tag/v0.14.0) ⭐ 2513 [COMMUNITY-TOOL] + - [Kubernetes.io: Operator pattern](https://kubernetes.io/docs/concepts/extend-kubernetes/operator) [COMMUNITY-TOOL] + - [opensource.com: Build a Kubernetes Operator in 10 minutes with Operator' SDK](https://opensource.com/article/20/3/kubernetes-operator-sdk) [COMMUNITY-TOOL] + - [itnext.io: Testing the Operator SDK and making a prefetch mechanism for' Kubernetes](https://itnext.io/testing-the-operator-sdk-and-making-a-prefetch-mechanism-for-kubernetes-7508577efdd7) [COMMUNITY-TOOL] + - [bmc.com: What Is a Kubernetes Operator?](https://www.bmc.com/blogs/kubernetes-operator) [COMMUNITY-TOOL] + - [linuxera.org: Writing Operators using the Operator Framework SDK](https://linuxera.org/writing-operators-using-operator-framework) [COMMUNITY-TOOL] + - [vivilearns2code.github.io: Writing Controllers For Kubernetes Resources](https://vivilearns2code.github.io/k8s/2021/03/11/writing-controllers-for-kubernetes-custom-resources.html) [COMMUNITY-TOOL] + - [developers.redhat.com: Managing stateful applications with Kubernetes Operators' in Golang 🌟](https://developers.redhat.com/articles/2021/08/04/managing-stateful-applications-kubernetes-operators-golang) [COMMUNITY-TOOL] + - [kubernetes/sample-controller](https://github.com/kubernetes/sample-controller) ⭐ 3481 [ENTERPRISE-STABLE] + - [dev.to/hkhelil: Building a Kubernetes Operator with an NGINX CRD](https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil) [COMMUNITY-TOOL] -#### Testing Practices - - - **(2025)** [AI Meets Terraform: Prompt Strategies for Test Generation](https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation) [COMMUNITY-TOOL] β€” Outlines specific prompting strategies to automatically draft tests for Terraform modules. Synthesizes automated validation frameworks like `terraform test` with generative AI outputs to ensure infrastructure stability. -## Cloud Native AI - -### Batch Workloads - -#### Kueue Scheduling - - - **(2024)** [Red Hat Build of Kueue](https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue#about-kueue) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight: Documentation for the Red Hat Build of Kueue scheduler within OpenShift. -Live Grounding: Kueue offers advanced queueing mechanism controls, priority groupings, and resource quotas, making it the premier platform tool for managing AI/ML and batch workloads. -## Platform Engineering - -### Compute - -#### GPU Integration - - - **(2023)** [**Sharing a NVIDIA GPU Between Pods in Kubernetes**](https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explores the technicalities of sharing physical NVIDIA GPUs among multiple Pods in Kubernetes. Covers GPU fractional slicing, Multi-Instance GPU (MIG) strategies, and workload optimization for ML/AI clusters. -## Security - -### Secrets Management - -#### Cloud Integrations - - - **(2025)** [Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS)](https://techcommunity.microsoft.com/discussions/azurepartners/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Evaluates four approaches to integrate Azure Key Vault secrets within AKS environments. Weighs security architectures including Azure Workload Identity and the Secrets Store CSI driver. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/kubernetes-releases.md b/v2-docs/kubernetes-releases.md new file mode 100644 index 00000000..5c223abc --- /dev/null +++ b/v2-docs/kubernetes-releases.md @@ -0,0 +1,57 @@ +# Kubernetes Releases + +!!! info "Architectural Context" + Detailed reference for Kubernetes Releases in the context of The Container Stack. + +## Standard Reference + + - [relnotes.k8s.io: Kubernetes Release Notes](https://relnotes.k8s.io) [COMMUNITY-TOOL] + - [zdnet.com: Kubernetes dropping Docker is not that big of a deal](https://www.zdnet.com/article/kubernetes-dropping-docker-is-not-that-big-of-a-deal) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes 1.20 Lands with 44 Enhancements](https://thenewstack.io/kubernetes-1-20-lands-with-44-enhancements) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes 1.20 Enhances the Operator Experience and Brings' New Features to the Container Runtime](https://thenewstack.io/kubernetes-1-20-enhances-the-operator-experience-and-brings-new-features-to-the-container-runtime) [COMMUNITY-TOOL] + - [devopscube.com: Kubernetes v1.21 Released: Here is What you should know](https://devopscube.com/kubernetes-v1-21-released) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes 1.21 Brings a New Memory Manager, More Flexible' Scheduling](https://thenewstack.io/kubernetes-1-21-brings-a-new-memory-manager-more-flexible-scheduling) [COMMUNITY-TOOL] + - [kubernetes.io: kubernetes 1.21: CronJob Reaches GA](https://kubernetes.io/blog/2021/04/09/kubernetes-release-1.21-cronjob-ga) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.21: Power to the Community](https://kubernetes.io/blog/2021/04/08/kubernetes-1-21-release-announcement) [COMMUNITY-TOOL] + - [kubernetes.io: Introducing Suspended Jobs in Kubernetes 1.21](https://kubernetes.io/blog/2021/04/12/introducing-suspended-jobs) [COMMUNITY-TOOL] + - [analyticsindiamag.com: Kubernetes v1.21 Released: Major Updates & Latest' Features](https://analyticsindiamag.com/kubernetes-v1-21-released-major-updates-latest-features) [COMMUNITY-TOOL] + - [Kubernetes v1.16 API deprecation testing](https://gist.github.com/jimangel/0014770713cdca8b363816930ef2520f) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.21: Metrics Stability hits GA](https://kubernetes.io/blog/2021/04/23/kubernetes-release-1.21-metrics-stability-ga) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes API and Feature Removals In 1.22: Here’s What' You Need To Know](https://kubernetes.io/blog/2021/07/14/upcoming-changes-in-kubernetes-1-22) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.22: Reaching New Peaks](https://kubernetes.io/blog/2021/08/04/kubernetes-1-22-release-announcement) [COMMUNITY-TOOL] + - [thenewstack.io: Less Is More with Kubernetes 1.22](https://thenewstack.io/less-is-more-with-kubernetes-1-22) [COMMUNITY-TOOL] + - [kubernetes.io: Graceful Node Shutdown Goes Beta](https://kubernetes.io/blog/2021/04/21/graceful-node-shutdown-beta) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes Memory Manager moves to beta](https://kubernetes.io/blog/2021/08/11/kubernetes-1-22-feature-memory-manager-moves-to-beta) [COMMUNITY-TOOL] + - [kubernetes.io: Dockershim removal is coming. Are you ready?](https://kubernetes.io/blog/2021/11/12/are-you-ready-for-dockershim-removal) [COMMUNITY-TOOL] + - [armosec.io: Kubernetes version 1.23 is out – everything you should know](https://www.armosec.io/blog/kubernetes-version-1-23-is-out-everything-you-should-know) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes 1.23: Dual Stack IPv4/IPv6, CronJobs, Ephemeral' Volumes](https://thenewstack.io/kubernetes-1-23-dual-stack-ipv4-ipv6-cronjobs-ephemeral-volumes) [COMMUNITY-TOOL] + - [blog.aquasec.com: Kubernetes Version 1.23: What’s New for Security?](https://blog.aquasec.com/kubernetes-version-1.23-security-features) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.23: The Next Frontier](https://kubernetes.io/blog/2021/12/07/kubernetes-1-23-release-announcement) [COMMUNITY-TOOL] + - [infoq.com: Kubernetes Proceeding with Deprecation of Dockershim in Upcoming' 1.24 Release](https://www.infoq.com/news/2022/01/kubernetes-dockershim-removal) [COMMUNITY-TOOL] + - [kubernetes.io: Updated: Dockershim Removal FAQ](https://kubernetes.io/blog/2022/02/17/dockershim-faq) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes Release Cadence Change: Here’s What You Need' To Know](https://kubernetes.io/blog/2021/07/20/new-kubernetes-release-cadence) [COMMUNITY-TOOL] + - [aws.amazon.com: Amazon EKS now supports Kubernetes 1.22](https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-1-22) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes Removals and Major Changes In 1.25](https://kubernetes.io/blog/2022/08/04/upcoming-changes-in-kubernetes-1-25) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes v1.25: Combiner](https://kubernetes.io/blog/2022/08/23/kubernetes-v1-25-release) [COMMUNITY-TOOL] + - [kubernetes.io: PodSecurityPolicy: The Historical Context 🌟](https://kubernetes.io/blog/2022/08/23/podsecuritypolicy-the-historical-context) [COMMUNITY-TOOL] + - [macchaffee.com: The Fumbled Deprecation of PodSecurityPolicies](https://www.macchaffee.com/blog/2022/psp-deprecation) [COMMUNITY-TOOL] + - [kubernetes.io: registry.k8s.io: faster, cheaper and Generally Available' (GA)](https://kubernetes.io/blog/2022/11/28/registry-k8s-io-faster-cheaper-ga) [COMMUNITY-TOOL] + - [armosec.io: Kubernetes Version 1.26: Everything You Should Know](https://www.armosec.io/blog/kubernetes-1-26-everything-you-should-know) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.26: Non-Graceful Node Shutdown Moves to Beta](https://kubernetes.io/blog/2022/12/16/kubernetes-1-26-non-graceful-node-shutdown-beta) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.26: Support for Passing Pod fsGroup to CSI Drivers' At Mount Time](https://kubernetes.io/blog/2022/12/23/kubernetes-12-06-fsgroup-on-mount) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.26: Pod Scheduling Readiness](https://kubernetes.io/blog/2022/12/26/pod-scheduling-readiness-alpha) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes v1.26: CPUManager goes GA](https://kubernetes.io/blog/2022/12/27/cpumanager-ga) [COMMUNITY-TOOL] + - [itnext.io: Unleashing the Power of Kubernetes 1.26: Exploring the New ValidatingAdmissionPolicy' Feature with CEL](https://itnext.io/unleashing-the-power-of-kubernetes-1-26-56979ee667fd) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.26: Job Tracking, to Support Massively Parallel' Batch Workloads, Is Generally Available](https://kubernetes.io/blog/2022/12/29/scalable-job-tracking-ga) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes v1.26: Advancements in Kubernetes Traffic Engineering](https://kubernetes.io/blog/2022/12/30/advancements-in-kubernetes-traffic-engineering) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes v1.27: Chill Vibes](https://kubernetes.io/blog/2023/04/11/kubernetes-v1-27-release) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes 1.27 Arrives](https://thenewstack.io/kubernetes-1-27-arrives) [COMMUNITY-TOOL] + - [armosec.io: Kubernetes 1.27 Release: Enhancements and Security Updates](https://www.armosec.io/blog/kubernetes-1-27-release) [COMMUNITY-TOOL] + - [Private Access to the AWS Management Console is generally available](https://aws.amazon.com/about-aws/whats-new/2023/05/aws-management-console-private-access) [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes 1.27: In-place Resource Resize for Kubernetes' Pods (alpha)](https://kubernetes.io/blog/2023/05/12/in-place-pod-resize-alpha) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes 1.28 Accommodates the Service Mesh, Sudden Outages](https://thenewstack.io/kubernetes-1-28-accommodates-the-service-mesh-sudden-outages) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) + diff --git a/v2-docs/kubernetes-security.md b/v2-docs/kubernetes-security.md index 0f32c046..517824b6 100644 --- a/v2-docs/kubernetes-security.md +++ b/v2-docs/kubernetes-security.md @@ -9,259 +9,216 @@ #### Security - - **(2021)** [**thenewstack.io: A Security Comparison of Docker, CRI-O and Containerd 🌟**](https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A technical comparison of the security profiles of Docker, CRI-O, and Containerd. It analyzes attack surfaces, runtime privilege enforcement, and performance implications of container-runtime interfaces (CRI) within enterprise Kubernetes setups. + - [thenewstack.io: A Security Comparison of Docker, CRI-O and Containerd 🌟](https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A technical comparison of the security profiles of Docker, CRI-O, and Containerd. It analyzes attack surfaces, runtime privilege enforcement, and performance implications of container-runtime interfaces (CRI) within enterprise Kubernetes setups. ### Kubernetes #### Education - - **(2026)** [**Kubernetes Goat 🌟**](https://madhuakula.com/kubernetes-goat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The premier interactive, intentionally vulnerable Kubernetes environment designed for learning cloud-native security. It features various real-world scenarios covering container escapes, SSRF, and credential harvesting, making it invaluable for security training. - - **(2021)** [github.com/stackrox: Certified Kubernetes Security Specialist Study Guide 🌟](https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide) ⭐ 429 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A comprehensive community-driven study guide for the Linux Foundation's CKS exam. + - [github.com/stackrox: Certified Kubernetes Security Specialist Study Guide' 🌟](https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide) ⭐ 429 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A comprehensive community-driven study guide for the Linux Foundation's CKS exam. * Offers curated study material on cluster setup and cluster hardening. * Provides blueprints for microservice security, system hardening, and run-time threat detection. + - [Kubernetes Goat 🌟](https://madhuakula.com/kubernetes-goat) [ENTERPRISE-STABLE] β€” The premier interactive, intentionally vulnerable Kubernetes environment designed for learning cloud-native security. It features various real-world scenarios covering container escapes, SSRF, and credential harvesting, making it invaluable for security training. #### Networking - - **(2021)** [**itnext.io: How-To: Kubernetes Cluster Network Security 🌟**](https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A detailed technical guide explaining network security configurations within Kubernetes clusters. It demonstrates how to write and apply zero-trust Network Policies to restrict pod-to-pod and egress traffic effectively. + - [itnext.io: How-To: Kubernetes Cluster Network Security 🌟](https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A detailed technical guide explaining network security configurations within Kubernetes clusters. It demonstrates how to write and apply zero-trust Network Policies to restrict pod-to-pod and egress traffic effectively. #### Observability - **(2022)** [**sysdig.com: Getting started with Kubernetes audit logs and Falco 🌟**](https://www.sysdig.com/blog/kubernetes-audit-log-falco) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An engineering guide from Sysdig illustrating how to pipeline Kubernetes audit logs into Falco for real-time threat detection. * Details rule construction and audit filtering. * Provides blueprint event matching for runtime anomalies and suspicious API server activities. - - **(2021)** [Analyze Kubernetes Audit logs using Falco 🌟](https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A hands-on open-source demonstration project for analyzing Kubernetes audit logs on lightweight K3s clusters using Falco. Ideal for dev environments and homelabs to understand security monitoring patterns. + - [Analyze Kubernetes Audit logs using Falco 🌟](https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster) [COMMUNITY-TOOL] β€” A hands-on open-source demonstration project for analyzing Kubernetes audit logs on lightweight K3s clusters using Falco. Ideal for dev environments and homelabs to understand security monitoring patterns. #### Security (1) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [Tetragon (Cilium)](https://github.com/cilium/tetragon) | | Security | English | 🌟🌟🌟🌟🌟 | - | [tldrsec.com: Risk8s Business: Risk Analysis of Kubernetes Clusters 🌟](https://tldrsec.com/?404=%2Fguides%2Fkubernetes) | | Security | English | 🌟🌟🌟🌟 | - | [labs.bishopfox.com: Bad Pods: Kubernetes Pod Privilege Escalation 🌟](https://bishopfox.com/blog/kubernetes-pod-privilege-escalation) | | Security | English | 🌟🌟🌟🌟 | - | [Microsoft.com: Attack matrix for Kubernetes 🌟](https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes) | | Security | English | 🌟🌟🌟🌟 | - | [Kubernetes Security Best Practices 🌟](https://github.com/freach/kubernetes-security-best-practice/blob/master/README.md#firewall-ports-fire) | | Security | English | 🌟🌟🌟 | - | [resources.whitesourcesoftware.com: Kubernetes Security Best Practices 🌟](https://resources.whitesourcesoftware.com/blog-whitesource/kubernetes-security) | | Security | English | 🌟🌟🌟 | - | [helpnetsecurity.com: Kubestriker: A security auditing tool for Kubernetes clusters 🌟](https://www.helpnetsecurity.com/2021/05/04/security-kubernetes) | | Security | English | 🌟🌟🌟 | - | [containerjournal.com: How to Secure Your Kubernetes Cluster 🌟](https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kubernetes-cluster) | | Security | English | 🌟🌟🌟 | - - - **(2026)** [==Tetragon (Cilium)==](https://github.com/cilium/tetragon) ⭐ 4691 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An eBPF-based real-time security observability and runtime enforcement tool. Built by the creators of Cilium, Tetragon enables granular process-level, network-level, and file-level security monitoring with low performance overhead, helping to block unauthorized system actions immediately. - **(2021)** [**tldrsec.com: Risk8s Business: Risk Analysis of Kubernetes Clusters 🌟**](https://tldrsec.com/?404=%2Fguides%2Fkubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A security auditing guide outlining common vulnerabilities and risk assessment techniques for Kubernetes environments. * Explores typical configuration flaws in real-world clusters. * Analyzes overly permissive workloads and provides actionable remediation tactics for DevOps teams. - **(2021)** [**labs.bishopfox.com: Bad Pods: Kubernetes Pod Privilege Escalation 🌟**](https://bishopfox.com/blog/kubernetes-pod-privilege-escalation) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly regarded technical teardown of container privilege escalation paths within Kubernetes. It details how threat actors leverage misconfigured Pod Security Standards (e.g., hostPath, privileged flags, capAdd) to compromise node hosts, providing essential defense tactics. - - **(2020)** [**Microsoft.com: Attack matrix for Kubernetes 🌟**](https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Microsoft's foundational threat matrix for Kubernetes, modeled on the MITRE ATT&CK framework. - -* Categorizes real-world threat vectors from initial access to execution. -* Provides cloud security teams with an indispensable threat modeling guide for lateral movement and cluster compromise. - - **(2021)** [Kubernetes Security Best Practices 🌟](https://github.com/freach/kubernetes-security-best-practice/blob/master/README.md#firewall-ports-fire) ⭐ 2716 🌟🌟🌟 [COMMUNITY-TOOL] β€” A structured GitHub curation focusing on critical security hardening for Kubernetes clusters. - -* Covers network policies and API server firewall configurations. -* Provides essential port security rules and cluster isolation tactics. - - **(2021)** [resources.whitesourcesoftware.com: Kubernetes Security Best Practices 🌟](https://resources.whitesourcesoftware.com/blog-whitesource/kubernetes-security) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An industry blog focusing on secure software supply chain practices within Kubernetes. It covers automating the detection of outdated libraries, scanning Docker images for CVEs, and applying security controls in CI/CD before deployment. - - **(2021)** [helpnetsecurity.com: Kubestriker: A security auditing tool for Kubernetes clusters 🌟](https://www.helpnetsecurity.com/2021/05/04/security-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A security auditing platform review focusing on Kubestriker. - -* Details how the tool scans clusters for RBAC misconfigurations. -* Pinpoints exposed endpoints and vulnerable images to provide rapid threat-vector modeling. - **(2020)** [containerjournal.com: How to Secure Your Kubernetes Cluster 🌟](https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kubernetes-cluster) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A strategic guide to establishing cluster-wide security policies. It details the layers of security required from the underlying cloud provider network up to cluster API access, RBAC, and workload runtimes. - - **(2021)** [youtube: Kubernetes Security: Attacking and Defending K8s Clusters - by Magno Logan](https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage) [COMMUNITY-TOOL] β€” A live presentation recording demonstrating hands-on exploitation and defense tactics inside Kubernetes environments. It showcases tools like kube-hunter, kubectl abuse vectors, and configuration defense setups. - - **(2021)** [microsoft.com: Secure containerized environments with updated threat matrix for Kubernetes](https://www.microsoft.com/security/blog/2021/03/23/secure-containerized-environments-with-updated-threat-matrix-for-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Microsoft's revised Kubernetes Threat Matrix update, detailing newly discovered tactics like credential access via cloud metadata service endpoints and API server exploitation pathways. Essential for modern security monitoring teams. - - **(2020)** [jeffgeerling.com: Everyone might be a cluster-admin in your Kubernetes cluster](https://www.jeffgeerling.com/blog/2020/everyone-might-be-cluster-admin-your-kubernetes-cluster) [COMMUNITY-TOOL] β€” Jeff Geerling discusses the severe security implications of misconfigured RBAC (Role-Based Access Control) in Kubernetes. He highlights how default installations can inadvertently grant cluster-admin privileges to arbitrary service accounts, offering clear guidance on auditing and remediation. - - **(2020)** [codeburst.io: 7 Kubernetes Security Best Practices You Must Follow](https://codeburst.io/7-kubernetes-security-best-practices-you-must-follow-ae32f1ed6444) [COMMUNITY-TOOL] β€” A quick-reference article outlining seven fundamental security best practices for Kubernetes. It focuses on enabling RBAC, isolating network policies, using namespaces, securing the API server, and container image scanning basics. - - **(2020)** [thenewstack.io: Laying the Groundwork for Kubernetes Security, Across Workloads, Pods and Users](https://thenewstack.io/laying-the-groundwork-for-kubernetes-security-across-workloads-pods-and-users) [COMMUNITY-TOOL] β€” An analysis of foundational Kubernetes security layers targeting workloads, pods, and user environments. It covers container runtimes, namespace isolation boundaries, and policy engines necessary to secure multi-tenant microservices setups. - - **(2020)** [horovits.wordpress.com: Kubernetes Security Best Practices](https://horovits.wordpress.com/2020/07/15/kubernetes-security-best-practices) [COMMUNITY-TOOL] β€” A holistic compilation of security practices spanning the lifecycle of a Kubernetes cluster. - -* Emphasizes shift-left container scanning. -* Focuses on Kubernetes API exposure minimization and runtime threat detection. - - **(2020)** [kubernetes.io: Cloud native security for your clusters](https://kubernetes.io/blog/2020/11/18/cloud-native-security-for-your-clusters) [COMMUNITY-TOOL] β€” Official Kubernetes blog overviewing the "4Cs of Cloud Native Security": Cloud, Clusters, Containers, and Code. It serves as an authoritative introduction to multi-layered cloud security hygiene and policy enforcement. - - **(2020)** [thenewstack.io: Best Practices for Securely Setting up a Kubernetes Cluster](https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-cluster) [COMMUNITY-TOOL] β€” A practical setup guide focusing on initial bootstrap security for self-managed Kubernetes. It emphasizes disabling default service accounts, enabling TLS for all communications, and using SSH bastions for control-plane access. - **(2020)** [cyberark.com: Attacking Kubernetes Clusters Through Your Network Plumbing: Part 1](https://www.cyberark.com/resources/threat-research-blog/attacking-kubernetes-clusters-through-your-network-plumbing-part-1?utm_sq=goa40uvlx1) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical blog analyzing complex security vectors in Kubernetes CNI (Container Network Interface) plumbing. * Details how network privilege escalation can occur via underlying CNI vulnerabilities. * Highlights critical hardening practices for the network layer. - - **(2020)** [thenewstack.io: Defend the Core: Kubernetes Security at Every Layer](https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer) [COMMUNITY-TOOL] β€” A practical walkthrough of security layers within a standard Kubernetes deployment stack. It illustrates mapping defensive configurations from container code and pipelines down through the API server and network infrastructure. + - [Kubernetes Security Best Practices 🌟](https://github.com/freach/kubernetes-security-best-practice/blob/master/README.md#firewall-ports-fire) ⭐ 2716 [COMMUNITY-TOOL] β€” A structured GitHub curation focusing on critical security hardening for Kubernetes clusters. + +* Covers network policies and API server firewall configurations. +* Provides essential port security rules and cluster isolation tactics. + - [jeffgeerling.com: Everyone might be a cluster-admin in your Kubernetes cluster](https://www.jeffgeerling.com/blog/2020/everyone-might-be-cluster-admin-your-kubernetes-cluster) [COMMUNITY-TOOL] β€” Jeff Geerling discusses the severe security implications of misconfigured RBAC (Role-Based Access Control) in Kubernetes. He highlights how default installations can inadvertently grant cluster-admin privileges to arbitrary service accounts, offering clear guidance on auditing and remediation. + - [Microsoft.com: Attack matrix for Kubernetes 🌟](https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Microsoft's foundational threat matrix for Kubernetes, modeled on the MITRE ATT&CK framework. + +* Categorizes real-world threat vectors from initial access to execution. +* Provides cloud security teams with an indispensable threat modeling guide for lateral movement and cluster compromise. + - [codeburst.io: 7 Kubernetes Security Best Practices You Must Follow](https://codeburst.io/7-kubernetes-security-best-practices-you-must-follow-ae32f1ed6444) [COMMUNITY-TOOL] β€” A quick-reference article outlining seven fundamental security best practices for Kubernetes. It focuses on enabling RBAC, isolating network policies, using namespaces, securing the API server, and container image scanning basics. + - [thenewstack.io: Laying the Groundwork for Kubernetes Security, Across Workloads,' Pods and Users](https://thenewstack.io/laying-the-groundwork-for-kubernetes-security-across-workloads-pods-and-users) [COMMUNITY-TOOL] β€” An analysis of foundational Kubernetes security layers targeting workloads, pods, and user environments. It covers container runtimes, namespace isolation boundaries, and policy engines necessary to secure multi-tenant microservices setups. + - [horovits.wordpress.com: Kubernetes Security Best Practices](https://horovits.wordpress.com/2020/07/15/kubernetes-security-best-practices) [COMMUNITY-TOOL] β€” A holistic compilation of security practices spanning the lifecycle of a Kubernetes cluster. + +* Emphasizes shift-left container scanning. +* Focuses on Kubernetes API exposure minimization and runtime threat detection. + - [kubernetes.io: Cloud native security for your clusters](https://kubernetes.io/blog/2020/11/18/cloud-native-security-for-your-clusters) [COMMUNITY-TOOL] β€” Official Kubernetes blog overviewing the "4Cs of Cloud Native Security": Cloud, Clusters, Containers, and Code. It serves as an authoritative introduction to multi-layered cloud security hygiene and policy enforcement. + - [resources.whitesourcesoftware.com: Kubernetes Security Best Practices 🌟](https://resources.whitesourcesoftware.com/blog-whitesource/kubernetes-security) [COMMUNITY-TOOL] β€” An industry blog focusing on secure software supply chain practices within Kubernetes. It covers automating the detection of outdated libraries, scanning Docker images for CVEs, and applying security controls in CI/CD before deployment. + - [thenewstack.io: Best Practices for Securely Setting up a Kubernetes Cluster](https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-cluster) [COMMUNITY-TOOL] β€” A practical setup guide focusing on initial bootstrap security for self-managed Kubernetes. It emphasizes disabling default service accounts, enabling TLS for all communications, and using SSH bastions for control-plane access. + - [youtube: Kubernetes Security: Attacking and Defending K8s Clusters - by' Magno Logan](https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage) [COMMUNITY-TOOL] β€” A live presentation recording demonstrating hands-on exploitation and defense tactics inside Kubernetes environments. It showcases tools like kube-hunter, kubectl abuse vectors, and configuration defense setups. + - [microsoft.com: Secure containerized environments with updated threat matrix' for Kubernetes](https://www.microsoft.com/security/blog/2021/03/23/secure-containerized-environments-with-updated-threat-matrix-for-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Microsoft's revised Kubernetes Threat Matrix update, detailing newly discovered tactics like credential access via cloud metadata service endpoints and API server exploitation pathways. Essential for modern security monitoring teams. + - [Tetragon (Cilium)](https://github.com/cilium/tetragon) ⭐ 4691 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An eBPF-based real-time security observability and runtime enforcement tool. Built by the creators of Cilium, Tetragon enables granular process-level, network-level, and file-level security monitoring with low performance overhead, helping to block unauthorized system actions immediately. + - [thenewstack.io: Defend the Core: Kubernetes Security at Every Layer](https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer) [COMMUNITY-TOOL] β€” A practical walkthrough of security layers within a standard Kubernetes deployment stack. It illustrates mapping defensive configurations from container code and pipelines down through the API server and network infrastructure. + - [helpnetsecurity.com: Kubestriker: A security auditing tool for Kubernetes' clusters 🌟](https://www.helpnetsecurity.com/2021/05/04/security-kubernetes) [COMMUNITY-TOOL] β€” A security auditing platform review focusing on Kubestriker. + +* Details how the tool scans clusters for RBAC misconfigurations. +* Pinpoints exposed endpoints and vulnerable images to provide rapid threat-vector modeling. ## Microservices ### Application Lifecycle #### Kubernetes Deployment - - **(2022)** [**itnext.io: Journey Of A Microservice Application In The Kubernetes World 🌟**](https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-6abd625c60fe) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Follows a microservice application from development to full-scale production deployment on Kubernetes, focusing on ingress, security, and scaling. Curator insight breaks down architectural steps, including secure service routing and config separation. Live grounding verifies that understanding the holistic life cycle helps teams avoid standard reliability bottlenecks and secure their continuous delivery setups. + - [itnext.io: Journey Of A Microservice Application In The Kubernetes World' 🌟](https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-6abd625c60fe) [EN CONTENT] [ENTERPRISE-STABLE] β€” Follows a microservice application from development to full-scale production deployment on Kubernetes, focusing on ingress, security, and scaling. Curator insight breaks down architectural steps, including secure service routing and config separation. Live grounding verifies that understanding the holistic life cycle helps teams avoid standard reliability bottlenecks and secure their continuous delivery setups. ## Security (2) ### Access Control #### Execution Control - - **(2020)** [box/kube-exec-controller](https://github.com/box/kube-exec-controller) ⭐ 126 [EN CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Curator Insight: Controller to restrict and audit shell execution inside Kubernetes pods. Live Grounding: Inactive for over five years. Superseded by newer ephemeral container mechanics and modern service mesh execution boundaries. + - [box/kube-exec-controller](https://github.com/box/kube-exec-controller) ⭐ 126 [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Controller to restrict and audit shell execution inside Kubernetes pods. Live Grounding: Inactive for over five years. Superseded by newer ephemeral container mechanics and modern service mesh execution boundaries. #### Hardening - - **(2022)** [marcusnoble.co.uk: Restricting cluster-admin Permissions](https://marcusnoble.co.uk/2022-01-20-restricting-cluster-admin-permissions) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Practical methodology for limiting root-level administrative bindings in multi-tenant environments. Live Grounding: A crucial case study showing how to configure impersonation limits and prevent privilege escalation via cluster-admin bounds. + - [marcusnoble.co.uk: Restricting cluster-admin Permissions](https://marcusnoble.co.uk/2022-01-20-restricting-cluster-admin-permissions) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Practical methodology for limiting root-level administrative bindings in multi-tenant environments. Live Grounding: A crucial case study showing how to configure impersonation limits and prevent privilege escalation via cluster-admin bounds. #### Multi-Cluster Access - - **(2025)** [**paralus.io 🌟**](https://www.paralus.io) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Open-source access management tool providing centralized RBAC controls for multi-cluster environments. Live Grounding: Integrates seamlessly with OIDC identity providers to enforce fine-grained access policies across diverse cloud providers. + - [paralus.io 🌟](https://www.paralus.io) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Open-source access management tool providing centralized RBAC controls for multi-cluster environments. Live Grounding: Integrates seamlessly with OIDC identity providers to enforce fine-grained access policies across diverse cloud providers. #### RBAC Architecture - **(2024)** [==learnk8s.io: Limiting access to Kubernetes resources with RBAC 🌟🌟🌟==](https://learnkube.com/rbac-kubernetes) [EN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: A highly visual, structured breakdown of RBAC authorization bounds. Live Grounding: LearnK8s provides precise visual guides mapping Kubernetes cluster components to API requests, forming a gold standard for authorization training. - **(2023)** [**loft.sh: Kubernetes RBAC: Basics and Advanced Patterns**](https://www.vcluster.com/blog/kubernetes-rbac-basics-and-advanced-patterns) [EN CONTENT] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Deep-dive architecture guide covering basic principles and complex patterns. Live Grounding: Explains how to scale permissions securely in multi-tenant systems using namespaces and cluster roles, backed by Loft's enterprise virtualization experience. #### RBAC Auditing Tools - - **(2022)** [**raesene.github.io: Auditing RBAC - Redux**](https://raesene.github.io/blog/2022/08/14/auditing-rbac-redux) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Expert auditing analysis highlighting stealthy pathways for privilege escalation. Live Grounding: Maintained by veteran security researcher Rory McCune; covers subtle escalation exploits using system roles and custom resources. - - **(2021)** [Krane 🌟](https://github.com/appvia/krane) ⭐ 740 [EN CONTENT] 🌟🌟 [LEGACY] β€” Curator Insight: An open-source Kubernetes RBAC static analysis tool designed to identify risky roles, cluster roles, and broad resource access configurations. Live Grounding: The repository is archived and inactive for over 4 years. While the structural rules engine remains historically valuable, it does not support modern Kubernetes RBAC security vectors. + - [Krane 🌟](https://github.com/appvia/krane) ⭐ 740 [EN CONTENT] [LEGACY] β€” Curator Insight: An open-source Kubernetes RBAC static analysis tool designed to identify risky roles, cluster roles, and broad resource access configurations. Live Grounding: The repository is archived and inactive for over 4 years. While the structural rules engine remains historically valuable, it does not support modern Kubernetes RBAC security vectors. + - [raesene.github.io: Auditing RBAC - Redux](https://raesene.github.io/blog/2022/08/14/auditing-rbac-redux) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Expert auditing analysis highlighting stealthy pathways for privilege escalation. Live Grounding: Maintained by veteran security researcher Rory McCune; covers subtle escalation exploits using system roles and custom resources. #### RBAC Basics - - **(2023)** [**youtube: Kubernetes RBAC Explained | Anton Putra 🌟**](https://www.youtube.com/watch?v=iE9Qb8dHqWI) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Video-based architectural guide detailing RBAC implementation. Live Grounding: Demonstrates step-by-step role construction, user mocking, and binding validation on active local clusters. - - **(2023)** [anaisurl.com: RBAC Explained with Examples 🌟](https://anaisurl.com/kubernetes-rbac) [EN CONTENT] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Accessible guide explaining subjects, resources, verbs, and role bindings. Live Grounding: An ideal foundational reference with visual aids to fast-track understanding of fundamental security principles. - **(2023)** [engineering.dynatrace.com: Kubernetes Security Best Practices -Part 1: Role Based Access Control (RBAC)](https://www.dynatrace.com/news/engineering) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Part 1 of Dynatrace's engineering series focusing on proper RBAC boundary creation. Live Grounding: Explains the exact telemetry impact of bad cluster role design and details methods to identify unused privileges. - - **(2022)** [dev.to: Configure RBAC in Kubernetes Like a Boss](https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67) [EN CONTENT] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Tactical guide detailing production-grade RBAC naming conventions and structure. Live Grounding: Features rapid-fire configurations that help bootstrap clean and audit-ready policies in dev clusters. + - [anaisurl.com: RBAC Explained with Examples 🌟](https://anaisurl.com/kubernetes-rbac) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Accessible guide explaining subjects, resources, verbs, and role bindings. Live Grounding: An ideal foundational reference with visual aids to fast-track understanding of fundamental security principles. + - [dev.to: Configure RBAC in Kubernetes Like a Boss](https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Tactical guide detailing production-grade RBAC naming conventions and structure. Live Grounding: Features rapid-fire configurations that help bootstrap clean and audit-ready policies in dev clusters. + - [youtube: Kubernetes RBAC Explained | Anton Putra 🌟](https://www.youtube.com/watch?v=iE9Qb8dHqWI) [EN CONTENT] [ENTERPRISE-STABLE] β€” Curator Insight: Video-based architectural guide detailing RBAC implementation. Live Grounding: Demonstrates step-by-step role construction, user mocking, and binding validation on active local clusters. #### RBAC Modeling - - **(2020)** [github.com/clvx/k8s-rbac-model: Kubernetes RBAC Model](https://github.com/clvx/k8s-rbac-model) ⭐ 26 [EN CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Curator Insight: A conceptual visualization framework for modeling Kubernetes RBAC policies. Live Grounding: The project has seen zero updates in over 5 years. Deprioritized under MVQ rules due to structural obsolescence against modern apiGroups. + - [github.com/clvx/k8s-rbac-model: Kubernetes RBAC Model](https://github.com/clvx/k8s-rbac-model) ⭐ 26 [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: A conceptual visualization framework for modeling Kubernetes RBAC policies. Live Grounding: The project has seen zero updates in over 5 years. Deprioritized under MVQ rules due to structural obsolescence against modern apiGroups. #### RBAC Resources - - **(2026)** [==rbac.dev 🌟🌟🌟==](https://rbac.dev) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: A dedicated portal serving as a master index of guides, templates, and hardening vectors for Kubernetes RBAC. Live Grounding: Active and highly referenced by security engineers for baseline templating, simplifying the construction of least-privilege configurations. + - [rbac.dev 🌟🌟🌟](https://rbac.dev) [EN CONTENT] [DOCUMENTATION] [DE FACTO STANDARD] β€” Curator Insight: A dedicated portal serving as a master index of guides, templates, and hardening vectors for Kubernetes RBAC. Live Grounding: Active and highly referenced by security engineers for baseline templating, simplifying the construction of least-privilege configurations. #### Vulnerability Case Studies - - **(2021)** [hackerone.com: Authenticated kubernetes principal with restricted permissions can retrieve ingress-nginx serviceaccount token and secrets across all namespaces](https://hackerone.com/reports/1249583) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Security report detailing a cross-namespace privilege escalation vector in ingress-nginx. Live Grounding: Essential reading showing how service account token leaks can lead to full cluster compromise. + - [hackerone.com: Authenticated kubernetes principal with restricted permissions' can retrieve ingress-nginx serviceaccount token and secrets across all namespaces](https://hackerone.com/reports/1249583) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Security report detailing a cross-namespace privilege escalation vector in ingress-nginx. Live Grounding: Essential reading showing how service account token leaks can lead to full cluster compromise. ### Authentication Protocols #### Client-Side Security - - **(2023)** [**curity.io: Client Security**](https://curity.io/resources/client-security) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes security patterns and best practices for implementing secure clients within modern web architecture. Curator insight focuses on preventing token leakage on client platforms. Live grounding confirms that securing the client architecture is paramount to avoiding credential hijacking in distributed web environments. + - [curity.io: Client Security](https://curity.io/resources/client-security) [EN CONTENT] [ENTERPRISE-STABLE] β€” Analyzes security patterns and best practices for implementing secure clients within modern web architecture. Curator insight focuses on preventing token leakage on client platforms. Live grounding confirms that securing the client architecture is paramount to avoiding credential hijacking in distributed web environments. ### Certificates #### Concepts - - **(2021)** [dev.to: Kubernetes TLS, Demystified 🌟](https://dev.to/otomato_io/possible-paths-2hfc) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demystifies the operational concepts of TLS, explaining how Certificate Authorities (CAs) and mutual TLS (mTLS) protect application network pathways. + - [dev.to: Kubernetes TLS, Demystified 🌟](https://dev.to/otomato_io/possible-paths-2hfc) [COMMUNITY-TOOL] β€” Demystifies the operational concepts of TLS, explaining how Certificate Authorities (CAs) and mutual TLS (mTLS) protect application network pathways. #### Policy Enforcement - **(2025)** [github.com/cert-manager: Policy Approver](https://github.com/cert-manager/approver-policy) ⭐ 90 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An official cert-manager approver-policy extension that verifies certificate requests against user-defined security guidelines before signing actions take place. #### TLS Automation - - **(2026)** [==cert-manager.io 🌟==](https://cert-manager.io/docs) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main technical documentation page for cert-manager, the industry-standard PKI and TLS certificate operator for automating certificates generation and renewal. - - **(2022)** [itnext.io: Upgrade Cert-Manager for Your Production Deployment Without Downtime](https://itnext.io/upgrade-cert-manager-for-your-production-deployment-without-downtime-ee5d32fabec8) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Discusses upgrading cert-manager inside highly available environments without causing downtime, explaining migration mappings of CRDs and webhook components. - **(2021)** [rejupillai.com: Let’s Encrypt the Web (for free)](https://rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-free-with-lets-encrypt) 🌟🌟 [COMMUNITY-TOOL] β€” Teaches administrators how to configure automated TLS on Google Kubernetes Engine (GKE) endpoints using GKE Ingress controllers and free Let's Encrypt certificates. + - [cert-manager.io 🌟](https://cert-manager.io/docs) [DOCUMENTATION] [DE FACTO STANDARD] β€” The main technical documentation page for cert-manager, the industry-standard PKI and TLS certificate operator for automating certificates generation and renewal. + - [cert-manager/cert-manager](https://github.com/cert-manager/cert-manager) ⭐ 13830 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Consolidated record of the cert-manager project, automating dynamic certificate lifecycles to guarantee encrypted transport paths between internal microservice runtimes. + - [itnext.io: Upgrade Cert-Manager for Your Production Deployment Without Downtime](https://itnext.io/upgrade-cert-manager-for-your-production-deployment-without-downtime-ee5d32fabec8) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Discusses upgrading cert-manager inside highly available environments without causing downtime, explaining migration mappings of CRDs and webhook components. ### Cluster Hardening #### Best Practices - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [Amazon EKS Best Practices Guide for Security 🌟](https://aws.github.io/aws-eks-best-practices) | | Best Practices | en | 🌟🌟🌟🌟🌟 | - | [Kubernetes Security 101: Risks and 29 Best Practices 🌟](https://www.redhat.com/en/topics/containers/kubernetes-security) | | Best Practices | en | 🌟🌟🌟🌟🌟 | - | [armosec.io: Kubernetes Security Best Practices: Definitive Guide](https://www.armosec.io/blog/kubernetes-security-best-practices) | | Best Practices | en | 🌟🌟🌟🌟 | - | [thenewstack.io: 6 Kubernetes Security Best Practices 🌟](https://thenewstack.io/6-kubernetes-security-best-practices) | | Best Practices | en | 🌟🌟🌟 | - | [spectrocloud.com: Kubernetes security best practices: 5 easy ways to cut risk](https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways-to-cut-risk) | | Best Practices | en | 🌟🌟🌟 | - - - **(2026)** [==Amazon EKS Best Practices Guide for Security 🌟==](https://aws.github.io/aws-eks-best-practices) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: The definitive handbook for securing AWS EKS environments, curated by AWS security engineers. Live Grounding: Serves as the primary operational baseline for hardening network, IAM, data, and compute resources in AWS. - **(2024)** [==Kubernetes Security 101: Risks and 29 Best Practices 🌟==](https://www.redhat.com/en/topics/containers/kubernetes-security) [EN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Fundamental 101 guide compiling standard security paradigms and vectors. Live Grounding: Maintained by Red Hat; compiles 29 production-validated rules including image scanning, API isolation, and run-time container metrics. - - **(2024)** [**armosec.io: Kubernetes Security Best Practices: Definitive Guide**](https://www.armosec.io/blog/kubernetes-security-best-practices) [EN CONTENT] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Comprehensive security handbook focused on practical remediation. Live Grounding: Authored by Armo (developers of Kubescape); highly detailed on network security, host configuration, and scanning orchestration. - - **(2023)** [thenewstack.io: 6 Kubernetes Security Best Practices 🌟](https://thenewstack.io/6-kubernetes-security-best-practices) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Conceptual breakdown of the six pillars of native Kubernetes security. Live Grounding: Distills complicated architectures into six action items (e.g., container isolation, CIS benchmarks) for fast-growing engineering teams. - - **(2023)** [spectrocloud.com: Kubernetes security best practices: 5 easy ways to cut risk](https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways-to-cut-risk) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Architectural guide targeting five foundational risk-reduction vectors. Live Grounding: Emphasizes simple steps like node OS patching, configuration drift detection, and early pipeline policy enforcement. + - [thenewstack.io: 6 Kubernetes Security Best Practices 🌟](https://thenewstack.io/6-kubernetes-security-best-practices) [EN CONTENT] [COMMUNITY-TOOL] β€” Curator Insight: Conceptual breakdown of the six pillars of native Kubernetes security. Live Grounding: Distills complicated architectures into six action items (e.g., container isolation, CIS benchmarks) for fast-growing engineering teams. + - [armosec.io: Kubernetes Security Best Practices: Definitive Guide](https://www.armosec.io/blog/kubernetes-security-best-practices) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Comprehensive security handbook focused on practical remediation. Live Grounding: Authored by Armo (developers of Kubescape); highly detailed on network security, host configuration, and scanning orchestration. + - [spectrocloud.com: Kubernetes security best practices: 5 easy ways to cut' risk](https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways-to-cut-risk) [EN CONTENT] [COMMUNITY-TOOL] β€” Curator Insight: Architectural guide targeting five foundational risk-reduction vectors. Live Grounding: Emphasizes simple steps like node OS patching, configuration drift detection, and early pipeline policy enforcement. + - [Amazon EKS Best Practices Guide for Security 🌟](https://aws.github.io/aws-eks-best-practices) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: The definitive handbook for securing AWS EKS environments, curated by AWS security engineers. Live Grounding: Serves as the primary operational baseline for hardening network, IAM, data, and compute resources in AWS. #### Deployment Security - **(2023)** [semaphoreci.com: Secure Your Kubernetes Deployments](https://semaphore.io/blog/kubernetes-deployments) [EN CONTENT] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Actionable patterns for securing standard Deployment manifests in CI/CD pipelines. Live Grounding: Explains key-value securityContext settings, network policy bounds, and resource allocations. #### Operational Best Practices - - **(2022)** [**blog.gitguardian.com: Hardening Your Kubernetes Cluster - Guidelines (Pt. 2) 🌟**](https://blog.gitguardian.com/hardening-your-k8s-pt-2) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Part two of a comprehensive practical guide on hardening Kubernetes installations, covering advanced topics such as RBAC auditing, log aggregation, and secret encryption at rest. Curator insight addresses key steps for locking down communication channels between internal control plane services. Live grounding affirms that implementing these hardening steps drastically reduces the blast radius of compromised microservices. + - [blog.gitguardian.com: Hardening Your Kubernetes Cluster - Guidelines (Pt.' 2) 🌟](https://blog.gitguardian.com/hardening-your-k8s-pt-2) [EN CONTENT] [ENTERPRISE-STABLE] β€” Part two of a comprehensive practical guide on hardening Kubernetes installations, covering advanced topics such as RBAC auditing, log aggregation, and secret encryption at rest. Curator insight addresses key steps for locking down communication channels between internal control plane services. Live grounding affirms that implementing these hardening steps drastically reduces the blast radius of compromised microservices. ### Compliance Auditing #### Automation - - **(2024)** [rancher/cis-operator](https://github.com/rancher/cis-operator) ⭐ 55 🌟🌟🌟 [COMMUNITY-TOOL] β€” An automated system tool to execute CIS security scans inside Rancher ecosystems. Generates custom reports mapping nodes and master components against hardened CIS standards. + - [rancher/cis-operator](https://github.com/rancher/cis-operator) ⭐ 55 [COMMUNITY-TOOL] β€” An automated system tool to execute CIS security scans inside Rancher ecosystems. Generates custom reports mapping nodes and master components against hardened CIS standards. #### Hardening (1) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [therecord.media: NSA, CISA publish Kubernetes hardening guide 🌟🌟](https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide) | | Hardening | English | 🌟🌟🌟🌟 | - | [armosec.io: NSA & CISA Kubernetes Hardening Guide – what is new with version 1.1](https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide) | | Hardening | English | 🌟🌟🌟 | - | [thenewstack.io: The NSA Can Help Secure Your Kubernetes Clusters](https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters) | | Hardening | English | 🌟🌟🌟 | - | [infoq.com](https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance) | | Hardening | English | 🌟🌟🌟 | - | [thenewstack.io: NSA on How to Harden Kubernetes](https://thenewstack.io/nsa-on-how-to-harden-kubernetes) | | Hardening | English | 🌟🌟🌟 | - - - **(2021)** [**therecord.media: NSA, CISA publish Kubernetes hardening guide 🌟🌟**](https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Reports on the publication of the joint NSA and CISA Kubernetes hardening advisory. Highlights major system recommendations to mitigate vulnerabilities associated with lateral movement and remote takeovers. - - **(2022)** [armosec.io: NSA & CISA Kubernetes Hardening Guide – what is new with version 1.1](https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Reviews the updates introduced in version 1.1 of the NSA-CISA guide. Explains key modifications to the guidelines regarding egress traffic protection and default pod restrictions. - - **(2021)** [thenewstack.io: The NSA Can Help Secure Your Kubernetes Clusters](https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides an introductory breakdown of the NSA/CISA collaborative guidelines on hardening Kubernetes, highlighting pod security contexts, network segmentation, and system logging requirements. - - **(2021)** [infoq.com](https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Summarizes key operational pillars of the NSA-CISA Kubernetes hardening guide. Explains the security implications of runtime credentials, etcd access controls, and control plane settings. - - **(2021)** [thenewstack.io: NSA on How to Harden Kubernetes](https://thenewstack.io/nsa-on-how-to-harden-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Breaks down NSA recommendations on securing containerized apps. Discusses runtime privileges, host isolation, and securing the internal network to prevent privilege escalations. + - [thenewstack.io: The NSA Can Help Secure Your Kubernetes Clusters](https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters) [COMMUNITY-TOOL] β€” Provides an introductory breakdown of the NSA/CISA collaborative guidelines on hardening Kubernetes, highlighting pod security contexts, network segmentation, and system logging requirements. + - [therecord.media: NSA, CISA publish Kubernetes hardening guide 🌟🌟](https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide) [ENTERPRISE-STABLE] β€” Reports on the publication of the joint NSA and CISA Kubernetes hardening advisory. Highlights major system recommendations to mitigate vulnerabilities associated with lateral movement and remote takeovers. + - [infoq.com](https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance) [COMMUNITY-TOOL] β€” Summarizes key operational pillars of the NSA-CISA Kubernetes hardening guide. Explains the security implications of runtime credentials, etcd access controls, and control plane settings. + - [thenewstack.io: NSA on How to Harden Kubernetes](https://thenewstack.io/nsa-on-how-to-harden-kubernetes) [COMMUNITY-TOOL] β€” Breaks down NSA recommendations on securing containerized apps. Discusses runtime privileges, host isolation, and securing the internal network to prevent privilege escalations. + - [armosec.io: NSA & CISA Kubernetes Hardening Guide – what is new with version' 1.1](https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide) [COMMUNITY-TOOL] β€” Reviews the updates introduced in version 1.1 of the NSA-CISA guide. Explains key modifications to the guidelines regarding egress traffic protection and default pod restrictions. #### Standards - - **(2025)** [==kubernetes.io: Security Checklist 🌟🌟==](https://kubernetes.io/docs/concepts/security/security-checklist) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official, continuously updated security checklist mapping out practices across the 4C cloud-native security model. Serves as a foundational reference for cluster hardening, namespace isolation, and API server protection. - - **(2024)** [**ibm.com: CIS Benchmarks**](https://www.ibm.com/think/topics/cis-benchmarks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An industry guide explaining CIS Benchmarks, detailing how consensus-driven technical configurations protect applications and systems from cyber threats. + - [kubernetes.io: Security Checklist 🌟🌟](https://kubernetes.io/docs/concepts/security/security-checklist) [DOCUMENTATION] [DE FACTO STANDARD] β€” The official, continuously updated security checklist mapping out practices across the 4C cloud-native security model. Serves as a foundational reference for cluster hardening, namespace isolation, and API server protection. #### Threat Modeling - - **(2024)** [==owasp.org: OWASP Kubernetes Top Ten==](https://owasp.org/www-project-kubernetes-top-ten) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official OWASP Kubernetes Top 10 project cataloging critical security issues. Helps engineering teams understand threat models ranging from insecure pod configurations to compromised secrets storage. + - [owasp.org: OWASP Kubernetes Top Ten](https://owasp.org/www-project-kubernetes-top-ten) [DOCUMENTATION] [DE FACTO STANDARD] β€” The official OWASP Kubernetes Top 10 project cataloging critical security issues. Helps engineering teams understand threat models ranging from insecure pod configurations to compromised secrets storage. ### Compliance and Auditing #### Audit Methodology - - **(2023)** [**securitycafe.ro: A COMPLETE KUBERNETES CONFIG REVIEW METHODOLOGY**](https://securitycafe.ro/2023/02/27/a-complete-kubernetes-config-review-methodology) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Provides a highly detailed methodology for evaluating cluster configurations, auditing access permissions, and detecting risky configurations. Curator insight details steps for assessing RBAC mappings and node exposure. Live grounding shows that a structured configuration review is essential for passing rigorous enterprise external audits. + - [securitycafe.ro: A COMPLETE KUBERNETES CONFIG REVIEW METHODOLOGY](https://securitycafe.ro/2023/02/27/a-complete-kubernetes-config-review-methodology) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Provides a highly detailed methodology for evaluating cluster configurations, auditing access permissions, and detecting risky configurations. Curator insight details steps for assessing RBAC mappings and node exposure. Live grounding shows that a structured configuration review is essential for passing rigorous enterprise external audits. ### Compliance and Scanning #### Policy Enforcement (1) - - **(2026)** [==kubescape==](https://github.com/kubescape/kubescape) ⭐ 11437 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source Kubernetes security platform and CNCF Sandbox project providing multi-framework compliance scanning, vulnerability assessment, and risk analysis. It automates checks against NSA-CISA, CIS benchmarks, and MITRE ATT&CK frameworks, generating detailed security posture reports. Features deep integration with CI/CD pipelines and admission controllers to enforce security-as-code. + - [kubescape](https://github.com/kubescape/kubescape) ⭐ 11437 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An open-source Kubernetes security platform and CNCF Sandbox project providing multi-framework compliance scanning, vulnerability assessment, and risk analysis. It automates checks against NSA-CISA, CIS benchmarks, and MITRE ATT&CK frameworks, generating detailed security posture reports. Features deep integration with CI/CD pipelines and admission controllers to enforce security-as-code. ### DevSecOps #### Automated Compliance - - **(2022)** [collabnix.com: Applying DevSecOps Practices to Kubernetes](https://collabnix.com/applying-devsecops-practices-to-kubernetes) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains how to integrate DevSecOps methodologies directly into the lifecycle of containerized infrastructure. Curator insight covers pipeline integration of vulnerability scanners, registry signing, and runtime audit tools. Live grounding indicates that continuous integration of security configurations drastically reduces production attack surfaces. + - [collabnix.com: Applying DevSecOps Practices to Kubernetes](https://collabnix.com/applying-devsecops-practices-to-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Explains how to integrate DevSecOps methodologies directly into the lifecycle of containerized infrastructure. Curator insight covers pipeline integration of vulnerability scanners, registry signing, and runtime audit tools. Live grounding indicates that continuous integration of security configurations drastically reduces production attack surfaces. #### CICD Pipeline Security - **(2021)** [infoworld.com: 10 steps to automating security in Kubernetes pipelines](https://www.infoworld.com/article/2258136/10-steps-to-automating-security-in-kubernetes-pipelines.html) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Focuses on establishing highly automated security checkpoints across the continuous delivery pipeline. Curator insight lists key automation areas, including infrastructure-as-code linting and automated vulnerability patching. Live grounding proves that shifting security left into the pipeline minimizes runtime surprises and maintains continuous developer velocity. #### Static Code Analysis - - **(2022)** [**itnext.io: Performing Security Checks for Deployed Kubernetes Manifests**](https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-fa9d442b7951) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Outlines methods and tools used to inspect existing, live-running, or static Kubernetes resource manifests for structural defects. Curator insight showcases policy enforcement tools such as Checkov and Kube-score. Live grounding demonstrates that shift-left auditing of manifests in CI guarantees that only vetted resources enter production. + - [itnext.io: Performing Security Checks for Deployed Kubernetes Manifests](https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-fa9d442b7951) [EN CONTENT] [ENTERPRISE-STABLE] β€” Outlines methods and tools used to inspect existing, live-running, or static Kubernetes resource manifests for structural defects. Curator insight showcases policy enforcement tools such as Checkov and Kube-score. Live grounding demonstrates that shift-left auditing of manifests in CI guarantees that only vetted resources enter production. ### Endpoint and Client Security #### Kubeconfig Hardening - - **(2019)** [gist.github.com: How to protect your ~/.kube/ configuration](https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb) [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” This Gist provides practical configuration steps to protect the local `~/.kube/config` file from unauthorized access. Curator insight highlights standard file permissions (`chmod 600`), while live grounding demonstrates how local credential storage remains a high-value target for workstation compromise. The guide outlines methods to secure context credentials, including token helpers and shell env configurations. + - [gist.github.com: How to protect your ~/.kube/ configuration](https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb) [EN CONTENT] [COMMUNITY-TOOL] β€” This Gist provides practical configuration steps to protect the local `~/.kube/config` file from unauthorized access. Curator insight highlights standard file permissions (`chmod 600`), while live grounding demonstrates how local credential storage remains a high-value target for workstation compromise. The guide outlines methods to secure context credentials, including token helpers and shell env configurations. ### Foundational Concepts #### Cluster Hardening (1) - - **(2022)** [**cast.ai: Kubernetes Security: 10 Best Practices from the Industry and Community 🌟**](https://cast.ai/blog/kubernetes-security-10-best-practices) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Synthesizes expert advice and industry-proven practices for comprehensive cluster defense. Curator insight focuses on the absolute necessity of etcd encryption, regular posture checks, and network policies. Live grounding highlights that combining these strategies creates a multi-layered shield that significantly increases attackers' efforts. - - **(2022)** [**itnext.io: Introduction to Kubernetes Security for Security Professionals**](https://itnext.io/introduction-to-kubernetes-security-for-security-professionals-a61b424f7a2a) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Bridges the gap between traditional security methodologies and cloud-native container structures for cybersecurity practitioners. Curator insight maps standard risk controls to container security contexts, networking policies, and etcd encryption. Live grounding reveals that security professionals must master APIs and declarative states to implement automated assurance. - - **(2021)** [thenewstack.io: How to Secure Kubernetes, the OS of the Cloud](https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Compares the security architecture of Kubernetes to traditional operating systems, identifying the key layers requiring abstraction-level security. Curator insight advocates for a shift in perspective, treating API access as the primary security perimeter. Live grounding supports that defense-in-depth must encompass the host, container, and API boundary to form a resilient cloud-native posture. + - [thenewstack.io: How to Secure Kubernetes, the OS of the Cloud](https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud) [EN CONTENT] [COMMUNITY-TOOL] β€” Compares the security architecture of Kubernetes to traditional operating systems, identifying the key layers requiring abstraction-level security. Curator insight advocates for a shift in perspective, treating API access as the primary security perimeter. Live grounding supports that defense-in-depth must encompass the host, container, and API boundary to form a resilient cloud-native posture. + - [cast.ai: Kubernetes Security: 10 Best Practices from the Industry and' Community 🌟](https://cast.ai/blog/kubernetes-security-10-best-practices) [EN CONTENT] [ENTERPRISE-STABLE] β€” Synthesizes expert advice and industry-proven practices for comprehensive cluster defense. Curator insight focuses on the absolute necessity of etcd encryption, regular posture checks, and network policies. Live grounding highlights that combining these strategies creates a multi-layered shield that significantly increases attackers' efforts. + - [itnext.io: Introduction to Kubernetes Security for Security Professionals](https://itnext.io/introduction-to-kubernetes-security-for-security-professionals-a61b424f7a2a) [EN CONTENT] [ENTERPRISE-STABLE] β€” Bridges the gap between traditional security methodologies and cloud-native container structures for cybersecurity practitioners. Curator insight maps standard risk controls to container security contexts, networking policies, and etcd encryption. Live grounding reveals that security professionals must master APIs and declarative states to implement automated assurance. #### Future of Security - - **(2022)** [thenewstack.io: Basic Principles Key to Securing Kubernetes’ Future](https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Discusses evolutionary principles designed to ensure the long-term robustness of cloud-native systems. Curator insight stresses the necessity of secure-by-default configurations and standardized API control planes. Live grounding supports that reducing cognitive load for operators through self-healing security layers represents the future of secure operations. + - [thenewstack.io: Basic Principles Key to Securing Kubernetes’ Future](https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses evolutionary principles designed to ensure the long-term robustness of cloud-native systems. Curator insight stresses the necessity of secure-by-default configurations and standardized API control planes. Live grounding supports that reducing cognitive load for operators through self-healing security layers represents the future of secure operations. #### Introductory Security - - **(2022)** [dev.to/mattiasfjellstrom: Kubernetes-101: Security concepts](https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains introductory security concepts in Kubernetes, targeting beginner operators and developers. Curator insight highlights the core mechanisms of namespace separation, RBAC roles, and container Isolation. Live grounding confirms that a strong grasp of these fundamental concepts is required before implementing advanced security meshes. + - [dev.to/mattiasfjellstrom: Kubernetes-101: Security concepts](https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f) [EN CONTENT] [COMMUNITY-TOOL] β€” Explains introductory security concepts in Kubernetes, targeting beginner operators and developers. Curator insight highlights the core mechanisms of namespace separation, RBAC roles, and container Isolation. Live grounding confirms that a strong grasp of these fundamental concepts is required before implementing advanced security meshes. #### The 4Cs model - - **(2022)** [dev.to/thenjdevopsguy: The 4 C’s Of Kubernetes Security](https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An educational guide summarizing the security dimensions defined by the CNCF '4C' model: Cloud, Cluster, Container, and Code. Curator insight outlines actionable steps to secure each layer. Live grounding confirms that systemic failure at any single layer exposes the entire cluster architecture to risk. + - [dev.to/thenjdevopsguy: The 4 C’s Of Kubernetes Security](https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e) [EN CONTENT] [COMMUNITY-TOOL] β€” An educational guide summarizing the security dimensions defined by the CNCF '4C' model: Cloud, Cluster, Container, and Code. Curator insight outlines actionable steps to secure each layer. Live grounding confirms that systemic failure at any single layer exposes the entire cluster architecture to risk. #### Threat Landscape - - **(2022)** [thenewstack.io: Securing Kubernetes in a Cloud Native World](https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world) [EN CONTENT] 🌟🌟🌟 [LEGACY] β€” Surveys the shifting landscape of threat profiles in modern distributed cloud environments. Curator insight explores how legacy perimeter security controls fail inside highly dynamic container environments. Live grounding reinforces the importance of using identity-driven workload authorization and fine-grained access limits. + - [thenewstack.io: Securing Kubernetes in a Cloud Native World](https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world) [EN CONTENT] [LEGACY] β€” Surveys the shifting landscape of threat profiles in modern distributed cloud environments. Curator insight explores how legacy perimeter security controls fail inside highly dynamic container environments. Live grounding reinforces the importance of using identity-driven workload authorization and fine-grained access limits. ### Identity Management #### Authentication Protocols (1) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [kubernetes.io: Authenticating](https://kubernetes.io/docs/reference/access-authn-authz/authentication) | | Authentication Protocols | en | 🌟🌟🌟🌟🌟 | - | [OpenID Connect](https://openid.net) | | Authentication Protocols | en | 🌟🌟🌟🌟🌟 | - | [Implementing a custom Kubernetes authentication method](https://learnkube.com/kubernetes-custom-authentication) | | Authentication Protocols | en | 🌟🌟🌟🌟 | - | [kubernetes login](https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-with-kubectl) | | Authentication Protocols | en | 🌟🌟🌟🌟 | - | [goteleport.com: A Simple Overview of Authentication Methods for Kubernetes Clusters](https://goteleport.com/blog/kube-authn-methods) | | Authentication Protocols | en | 🌟🌟🌟 | - - - **(2026)** [==kubernetes.io: Authenticating==](https://kubernetes.io/docs/reference/access-authn-authz/authentication) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Official Kubernetes reference documentation for cluster-wide authentication mechanisms. Live Grounding: Absolute source of truth covering token methods, client certificates, and webhook protocols for API traffic control. - - **(2026)** [==OpenID Connect==](https://openid.net) [EN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Home of the OpenID Connect federation standard, which acts as the foundation for Kubernetes authentication. Live Grounding: Critical global standard underpinning identity validation in modern cloud architecture. - **(2024)** [**Implementing a custom Kubernetes authentication method**](https://learnkube.com/kubernetes-custom-authentication) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Highly technical tutorial on implementing custom authentication handlers. Live Grounding: Covers custom webhooks, custom token caching, and request inspection patterns for unique security infrastructures. - - **(2021)** [**kubernetes login**](https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-with-kubectl) [EN CONTENT] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Practical deep dive by Christian Posta detailing kubectl token flow and login mechanisms. Live Grounding: Explains underlying client certificate and token caching, helping developers debug authorization blockages. - - **(2023)** [goteleport.com: A Simple Overview of Authentication Methods for Kubernetes Clusters](https://goteleport.com/blog/kube-authn-methods) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Broad examination of OIDC, X.509 client certs, and webhook authenticators. Live Grounding: A high-density conceptual summary simplifying the choices for enterprise identity providers. + - [goteleport.com: A Simple Overview of Authentication Methods for Kubernetes' Clusters](https://goteleport.com/blog/kube-authn-methods) [EN CONTENT] [COMMUNITY-TOOL] β€” Curator Insight: Broad examination of OIDC, X.509 client certs, and webhook authenticators. Live Grounding: A high-density conceptual summary simplifying the choices for enterprise identity providers. + - [kubernetes.io: Authenticating](https://kubernetes.io/docs/reference/access-authn-authz/authentication) [EN CONTENT] [DOCUMENTATION] [DE FACTO STANDARD] β€” Curator Insight: Official Kubernetes reference documentation for cluster-wide authentication mechanisms. Live Grounding: Absolute source of truth covering token methods, client certificates, and webhook protocols for API traffic control. + - [kubernetes login](https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-with-kubectl) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Practical deep dive by Christian Posta detailing kubectl token flow and login mechanisms. Live Grounding: Explains underlying client certificate and token caching, helping developers debug authorization blockages. + - [OpenID Connect](https://openid.net) [EN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” Curator Insight: Home of the OpenID Connect federation standard, which acts as the foundation for Kubernetes authentication. Live Grounding: Critical global standard underpinning identity validation in modern cloud architecture. #### Cloud Integration - - **(2023)** [**dev.to: Binding AWS IAM roles to Kubernetes Service Account for on-prem clusters | Daniele Polencic 🌟**](https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-1icc) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Technical guide on binding AWS IAM roles directly to ServiceAccounts inside on-premises nodes. Live Grounding: Offers an architecturally sound pattern for managing hybrid cloud identity federations without static AWS keys. + - [dev.to: Binding AWS IAM roles to Kubernetes Service Account for on-prem' clusters | Daniele Polencic 🌟](https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-1icc) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Technical guide on binding AWS IAM roles directly to ServiceAccounts inside on-premises nodes. Live Grounding: Offers an architecturally sound pattern for managing hybrid cloud identity federations without static AWS keys. #### Enterprise Authentication - **(2023)** [**gravitational.com: How to Set Up Kubernetes SSO with SAML**](https://goteleport.com/blog/kubernetes-sso-saml) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” Curator Insight: Tutorial showing how to secure the Kubernetes API utilizing SAML Single Sign-On. Live Grounding: Details proxy setup and Dex configuration, bridging legacy authentication methods with modern web authorization engines. @@ -273,19 +230,19 @@ #### API Security - - **(2023)** [devopscube.com: How To Create Kubernetes Service Account For API Access](https://devopscube.com/kubernetes-api-access-service-account) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides a direct guide on setting up Service Accounts, defining authorization rules using RoleBindings, and managing modern TokenRequest APIs for microservice access. - - **(2020)** [github.com/dvob/k8s-s2s-auth: Kubernetes Service Accounts 🌟](https://github.com/dvob/k8s-s2s-auth) 🌟 [LEGACY] β€” Demonstrates internal service-to-service auth patterns utilizing raw Service Account tokens. Note: The repository has seen no recent development and is considered legacy under MVQ rules. - - **(2018)** [gini/dexter](https://github.com/gini/dexter) ⭐ 168 🌟 [LEGACY] β€” An OIDC-helper CLI tool for generating kubectl credential configurations. Inactive for over 4 years; considered legacy under Nubenetes MVQ rules. + - [devopscube.com: How To Create Kubernetes Service Account For API Access](https://devopscube.com/kubernetes-api-access-service-account) [COMMUNITY-TOOL] [GUIDE] β€” Provides a direct guide on setting up Service Accounts, defining authorization rules using RoleBindings, and managing modern TokenRequest APIs for microservice access. + - [github.com/dvob/k8s-s2s-auth: Kubernetes Service Accounts 🌟](https://github.com/dvob/k8s-s2s-auth) [LEGACY] β€” Demonstrates internal service-to-service auth patterns utilizing raw Service Account tokens. Note: The repository has seen no recent development and is considered legacy under MVQ rules. + - [gini/dexter](https://github.com/gini/dexter) ⭐ 168 [LEGACY] β€” An OIDC-helper CLI tool for generating kubectl credential configurations. Inactive for over 4 years; considered legacy under Nubenetes MVQ rules. #### Access Control (1) - - **(2021)** [**infracloud.io: How to setup Role based access (RBAC) to Kubernetes Cluster 🌟**](https://www.infracloud.io/blogs/role-based-access-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep dive tutorial explaining Role-Based Access Control (RBAC) configurations, highlighting how to design custom Roles, ClusterRoles, and user bindings. - - **(2021)** [geek-cookbook.funkypenguin.co.nz: Using OAuth2 proxy for Kubernetes Dashboard](https://geek-cookbook.funkypenguin.co.nz/recipes/kubernetes/oauth2-proxy) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Shows how to secure access to the default Kubernetes Dashboard using OAuth2-Proxy combined with modern enterprise Identity Providers. + - [geek-cookbook.funkypenguin.co.nz: Using OAuth2 proxy for Kubernetes Dashboard](https://geek-cookbook.funkypenguin.co.nz/recipes/kubernetes/oauth2-proxy) [COMMUNITY-TOOL] β€” Shows how to secure access to the default Kubernetes Dashboard using OAuth2-Proxy combined with modern enterprise Identity Providers. + - [infracloud.io: How to setup Role based access (RBAC) to Kubernetes Cluster' 🌟](https://www.infracloud.io/blogs/role-based-access-kubernetes) [ENTERPRISE-STABLE] β€” A deep dive tutorial explaining Role-Based Access Control (RBAC) configurations, highlighting how to design custom Roles, ClusterRoles, and user bindings. #### Cloud Integrations - - **(2021)** [mjarosie.github.io: IAM roles for Kubernetes service accounts - deep dive](https://mjarosie.github.io/dev/2021/09/15/iam-roles-for-kubernetes-service-accounts-deep-dive.html) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An in-depth guide on AWS IAM Roles for Service Accounts (IRSA). Demystifies OIDC authentication mechanics and explains how the control plane maps AWS roles to local pods. + - [mjarosie.github.io: IAM roles for Kubernetes service accounts - deep dive](https://mjarosie.github.io/dev/2021/09/15/iam-roles-for-kubernetes-service-accounts-deep-dive.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth guide on AWS IAM Roles for Service Accounts (IRSA). Demystifies OIDC authentication mechanics and explains how the control plane maps AWS roles to local pods. #### Hardening (2) - - **(2022)** [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 3: Authn, Authz, Logging & Auditing](https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logging-auditing-3fec) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains setup routines for Authentication, RBAC systems, and event logging patterns. Demonstrates how proper audit streams act as reactive verification layers against security threats. + - [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 3: Authn, Authz,' Logging & Auditing](https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logging-auditing-3fec) [COMMUNITY-TOOL] β€” Explains setup routines for Authentication, RBAC systems, and event logging patterns. Demonstrates how proper audit streams act as reactive verification layers against security threats. #### Workload Identity - **(2024)** [==learnk8s.io/authentication-kubernetes: User and workload identities in Kubernetes 🌟🌟🌟==](https://learnkube.com/authentication-kubernetes) [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” A deep dive comparing human user logins and system-managed Service Accounts. Walks through the mechanics of token verification and the internal request protocols of the API server. @@ -294,50 +251,50 @@ #### API Server Hardening - - **(2022)** [**goteleport.com: Kubernetes API Access Security Hardening**](https://goteleport.com/blog/kubernetes-api-access-security) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” High-fidelity instructions on securing access to the Kubernetes API server, emphasizing the dangers of exposed endpoints. Curator insight focuses on eliminating permanent credentials in favor of short-lived, role-based certificates. Live grounding demonstrates that protecting the API gateway via proxy solutions and strict IP whitelisting prevents critical control plane compromises. + - [goteleport.com: Kubernetes API Access Security Hardening](https://goteleport.com/blog/kubernetes-api-access-security) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” High-fidelity instructions on securing access to the Kubernetes API server, emphasizing the dangers of exposed endpoints. Curator insight focuses on eliminating permanent credentials in favor of short-lived, role-based certificates. Live grounding demonstrates that protecting the API gateway via proxy solutions and strict IP whitelisting prevents critical control plane compromises. #### Access Control (2) - - **(2022)** [**thenewstack.io: Cloud Native Identity and Access Management in Kubernetes**](https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Examines identity federation, user access management, and internal service-to-service authentication models. Curator insight details mapping cluster roles directly to organizational single sign-on identities. Live grounding indicates that decentralized identity and modern authentication are critical to maintaining least privilege in high-scale infrastructure. + - [thenewstack.io: Cloud Native Identity and Access Management in Kubernetes](https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Examines identity federation, user access management, and internal service-to-service authentication models. Curator insight details mapping cluster roles directly to organizational single sign-on identities. Live grounding indicates that decentralized identity and modern authentication are critical to maintaining least privilege in high-scale infrastructure. #### Single Sign-On - - **(2022)** [**dev.to/gabrielbiasi: Automatic SSO in Kubernetes workloads using a sidecar container**](https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sidecar-container-3752) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explains how to offload authentication requirements from applications by wrapping workloads with a sidecar proxy. Curator insight details setting up proxies like OAuth2 Proxy or Keycloak Gatekeeper. Live grounding confirms that sidecar patterns enable centralized single sign-on without changing application code. - **(2021)** [talkingquickly.co.uk: Kubernetes Single Sign On - A detailed guide 🌟](http://www.talkingquickly.co.uk/kubernetes-sso-a-detailed-guide) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Outlines the end-to-end integration of external identity providers (IdPs) with the Kubernetes API server using OpenID Connect (OIDC). Curator insight guides through configuring API server flags and utilizing helper tools like Gangway or dex. Live grounding establishes that integrating external OIDC is a critical security step for mapping enterprise roles to Kubernetes RBAC. + - [dev.to/gabrielbiasi: Automatic SSO in Kubernetes workloads using a sidecar' container](https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sidecar-container-3752) [EN CONTENT] [ENTERPRISE-STABLE] β€” Explains how to offload authentication requirements from applications by wrapping workloads with a sidecar proxy. Curator insight details setting up proxies like OAuth2 Proxy or Keycloak Gatekeeper. Live grounding confirms that sidecar patterns enable centralized single sign-on without changing application code. ### Industry Reports #### Threat Landscape (1) - - **(2023)** [redhat.com: The State of Kubernetes Security](https://www.redhat.com/en/blog/state-kubernetes-security) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” This Red Hat analysis outlines prevalent vulnerabilities, configuration errors, and runtime threats observed in enterprise container environments. Curator insight focuses on the dominance of misconfigurations as the primary cause of security incidents. Live grounding demonstrates that software supply chain issues and runtime security are increasingly challenging for modern enterprises. - - **(2021)** [redhat.com: State of Kubernetes Security Report - Spring 2021 (PDF) 🌟](https://www.redhat.com/rhdc/managed-files/cl-state-kubernetes-security-report-ebook-f29117-202106-en.pdf) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An extensive ebook documenting industry security adoption rates, primary concerns, and threat behaviors in Spring 2021. Curator insight highlights that container configuration defects remain the highest source of corporate security anxiety. Live grounding confirms the trends predicted in this report have materialized in modern zero-trust control planes. + - [redhat.com: The State of Kubernetes Security](https://www.redhat.com/en/blog/state-kubernetes-security) [EN CONTENT] [COMMUNITY-TOOL] β€” This Red Hat analysis outlines prevalent vulnerabilities, configuration errors, and runtime threats observed in enterprise container environments. Curator insight focuses on the dominance of misconfigurations as the primary cause of security incidents. Live grounding demonstrates that software supply chain issues and runtime security are increasingly challenging for modern enterprises. + - [redhat.com: State of Kubernetes Security Report - Spring 2021 (PDF) 🌟](https://www.redhat.com/rhdc/managed-files/cl-state-kubernetes-security-report-ebook-f29117-202106-en.pdf) [EN CONTENT] [COMMUNITY-TOOL] β€” An extensive ebook documenting industry security adoption rates, primary concerns, and threat behaviors in Spring 2021. Curator insight highlights that container configuration defects remain the highest source of corporate security anxiety. Live grounding confirms the trends predicted in this report have materialized in modern zero-trust control planes. ### Infrastructure Security #### API Gateway Access - - **(2026)** [==kubernetes.io: Access Clusters Using the Kubernetes API==](https://kubernetes.io/docs/tasks/administer-cluster/access-cluster-api) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Official upstream tasks covering direct API server communication pathways. Live Grounding: Teaches developers and automated CI systems how to authenticate and safely dispatch requests directly to API server endpoints. + - [kubernetes.io: Access Clusters Using the Kubernetes API](https://kubernetes.io/docs/tasks/administer-cluster/access-cluster-api) [EN CONTENT] [DOCUMENTATION] [DE FACTO STANDARD] β€” Curator Insight: Official upstream tasks covering direct API server communication pathways. Live Grounding: Teaches developers and automated CI systems how to authenticate and safely dispatch requests directly to API server endpoints. #### Cluster Control Plane - - **(2026)** [==kubernetes.io: Accesing Clusters==](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Official documentation on general cluster gateway entry points. Live Grounding: Primary map for developers, operators, and tools to locate endpoints and pass initial authentication handshakes. + - [kubernetes.io: Accesing Clusters](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster) [EN CONTENT] [DOCUMENTATION] [DE FACTO STANDARD] β€” Curator Insight: Official documentation on general cluster gateway entry points. Live Grounding: Primary map for developers, operators, and tools to locate endpoints and pass initial authentication handshakes. #### Network Protection - - **(2025)** [**Security Group Rules EKS**](https://docs.aws.amazon.com/eks/latest/userguide/sec-group-reqs.html) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Official AWS guidelines on minimal security group parameters for EKS control planes and workers. Live Grounding: Vital infrastructure design reference preventing accidental exposure of internal cluster controllers. - - **(2025)** [**EC2 ENI and IP Limit**](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html#AvailableIpPerENI) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Technical documentation specifying ENI limits and IP exhaustion thresholds in EC2. Live Grounding: Critical reference for EKS network planning to avoid pod startup errors due to IP scarcity. - **(2025)** [**Calico in EKS**](https://docs.aws.amazon.com/eks/latest/userguide/cni-network-policy.html) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Official AWS guide to configuring Calico as a network policy engine within EKS clusters. Live Grounding: Standard pattern for implementing namespace segregation and network isolation for microservices. + - [Security Group Rules EKS](https://docs.aws.amazon.com/eks/latest/userguide/sec-group-reqs.html) [EN CONTENT] [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Curator Insight: Official AWS guidelines on minimal security group parameters for EKS control planes and workers. Live Grounding: Vital infrastructure design reference preventing accidental exposure of internal cluster controllers. + - [EC2 ENI and IP Limit](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html#AvailableIpPerENI) [EN CONTENT] [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Curator Insight: Technical documentation specifying ENI limits and IP exhaustion thresholds in EC2. Live Grounding: Critical reference for EKS network planning to avoid pod startup errors due to IP scarcity. #### Vulnerability Intelligence - - **(2026)** [==kubernetes.io: Official CVE Feed 🌟==](https://kubernetes.io/docs/reference/issues-security/official-cve-feed) [EN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Upstream Kubernetes project tracking CVE announcements and security advisories. Live Grounding: The authoritative source of vulnerability data necessary for building compliance scans and security guardrails. + - [kubernetes.io: Official CVE Feed 🌟](https://kubernetes.io/docs/reference/issues-security/official-cve-feed) [EN CONTENT] [DOCUMENTATION] [DE FACTO STANDARD] β€” Curator Insight: Upstream Kubernetes project tracking CVE announcements and security advisories. Live Grounding: The authoritative source of vulnerability data necessary for building compliance scans and security guardrails. #### Zero Trust - - **(2023)** [thenewstack.io: Securing Access to Kubernetes Environments with Zero Trust](https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trust) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Article on applying Zero Trust Network Access (ZTNA) parameters to cluster control planes. Live Grounding: Covers contextual authorization and micro-segmentation workflows designed to replace static kubeconfig files. + - [thenewstack.io: Securing Access to Kubernetes Environments with Zero Trust](https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trust) [EN CONTENT] [COMMUNITY-TOOL] β€” Curator Insight: Article on applying Zero Trust Network Access (ZTNA) parameters to cluster control planes. Live Grounding: Covers contextual authorization and micro-segmentation workflows designed to replace static kubeconfig files. ### Network Security #### Network Policies - - **(2022)** [**tigera.io: Kubernetes security policy design: 10 critical best practices 🌟**](https://www.tigera.io/blog/kubernetes-security-policy-10-critical-best-practices) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A structured set of recommendations for designing resilient network and security policies. Curator insight advises transitioning from flat networks to zero-trust micro-segmentation. Live grounding reveals that enforcing default-deny ingress and egress rules at the CNI layer is paramount for restricting lateral movement during an active compromise. + - [tigera.io: Kubernetes security policy design: 10 critical best practices' 🌟](https://www.tigera.io/blog/kubernetes-security-policy-10-critical-best-practices) [EN CONTENT] [ENTERPRISE-STABLE] β€” A structured set of recommendations for designing resilient network and security policies. Curator insight advises transitioning from flat networks to zero-trust micro-segmentation. Live grounding reveals that enforcing default-deny ingress and egress rules at the CNI layer is paramount for restricting lateral movement during an active compromise. #### Network Segmentation - - **(2022)** [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 2: Network](https://blog.gitguardian.com/kubernetes-tutorial-part-2-network) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Delves into network-level security configurations, detailing how to implement namespace isolation and default-deny policies. Curator insight highlights key methods for controlling egress traffic to prevent external exfiltration. Live grounding demonstrates that CNI-enforced policies are fundamental for limiting the spread of attacks within multi-tenant clusters. + - [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 2: Network](https://blog.gitguardian.com/kubernetes-tutorial-part-2-network) [EN CONTENT] [COMMUNITY-TOOL] β€” Delves into network-level security configurations, detailing how to implement namespace isolation and default-deny policies. Curator insight highlights key methods for controlling egress traffic to prevent external exfiltration. Live grounding demonstrates that CNI-enforced policies are fundamental for limiting the spread of attacks within multi-tenant clusters. #### Public Exposure - - **(2022)** [raesene.github.io: Let's talk about Kubernetes on the Internet](https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-internet) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyzes the operational and security implications of exposing Kubernetes API servers directly to the public internet. Discusses real-world scanning threats and mitigation options like firewalling, OIDC, and endpoint protection. + - [raesene.github.io: Let's talk about Kubernetes on the Internet](https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-internet) [COMMUNITY-TOOL] β€” Analyzes the operational and security implications of exposing Kubernetes API servers directly to the public internet. Discusses real-world scanning threats and mitigation options like firewalling, OIDC, and endpoint protection. #### Threat Intelligence - **(2022)** [blog.cyble.com: Exposed Kubernetes Clusters](https://cyble.com/blog/exposed-kubernetes-clusters) 🌟🌟 [COMMUNITY-TOOL] β€” A threat analysis analyzing the exposure of insecure Kubernetes endpoints on the public web. Details common scanning methods and real-world exploitation frameworks targeting raw, unauthenticated APIs. @@ -348,28 +305,28 @@ #### Admission Control - - **(2022)** [**trstringer.com: Create a Basic Kubernetes Validating Webhook**](https://trstringer.com/kubernetes-validating-webhook) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Developer guide demonstrating how to build, deploy, and register a custom validating webhook in Go. Live Grounding: Essential practical reference for building guardrails directly on top of the Kubernetes API server admission phase. - - **(2022)** [itnext.io: Kubernetes OWASP Top 10: Centralised Policy Enforcement](https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc53438e22) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Discusses integrating centralized admission control policies (like OPA/Gatekeeper or Kyverno) to mitigate OWASP Kubernetes Top 10 vulnerabilities. Explains how structural constraints on manifests prevent downstream security bypasses. + - [itnext.io: Kubernetes OWASP Top 10: Centralised Policy Enforcement](https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc53438e22) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Discusses integrating centralized admission control policies (like OPA/Gatekeeper or Kyverno) to mitigate OWASP Kubernetes Top 10 vulnerabilities. Explains how structural constraints on manifests prevent downstream security bypasses. + - [trstringer.com: Create a Basic Kubernetes Validating Webhook](https://trstringer.com/kubernetes-validating-webhook) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Developer guide demonstrating how to build, deploy, and register a custom validating webhook in Go. Live Grounding: Essential practical reference for building guardrails directly on top of the Kubernetes API server admission phase. #### Manifest Auditing - - **(2022)** [**blog.frankel.ch: Learning by auditing Kubernetes manifests**](https://blog.frankel.ch/learning-auditing-kubernetes-manifests) [EN CONTENT] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Unique learning methodology based on static code analysis of raw Kubernetes manifests. Live Grounding: Teaches engineers how to spot structural vulnerabilities (e.g., hostPath mounts, root privileges) before applying resources. + - [blog.frankel.ch: Learning by auditing Kubernetes manifests](https://blog.frankel.ch/learning-auditing-kubernetes-manifests) [EN CONTENT] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Unique learning methodology based on static code analysis of raw Kubernetes manifests. Live Grounding: Teaches engineers how to spot structural vulnerabilities (e.g., hostPath mounts, root privileges) before applying resources. #### Policy Engines - - **(2022)** [**Neon Mirrors: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno**](https://kind-brown-cfb734.netlify.app/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Detailed evaluation comparing the design paradigms, language limits, and performance of OPA/Gatekeeper versus Kyverno. Live Grounding: Provides objective architectural data comparing Rego-based policies to native YAML definitions. + - [Neon Mirrors: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno](https://kind-brown-cfb734.netlify.app/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Detailed evaluation comparing the design paradigms, language limits, and performance of OPA/Gatekeeper versus Kyverno. Live Grounding: Provides objective architectural data comparing Rego-based policies to native YAML definitions. #### Runtime Security - - **(2025)** [**kubernetes-sigs/security-profiles-operator**](https://github.com/kubernetes-sigs/security-profiles-operator) ⭐ 846 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Kubernetes SIG operator for managing AppArmor, Seccomp, and SELinux profiles natively within clusters. Live Grounding: Fully active and widely used in secure sectors to harden container execution boundaries. - - **(2021)** [**kubernetes.io: What's new in Security Profiles Operator v0.4.0**](https://kubernetes.io/blog/2021/12/17/security-profiles-operator) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Upstream release notes detailing critical profiles expansion inside the Security Profiles Operator. Live Grounding: Explains runtime metrics tracking and automated profile recording functions. - **(2021)** [Pod Security Policy (SCC in OpenShift) 🌟](https://kubernetes.io/docs/concepts/security/pod-security-policy) [EN CONTENT] [DOCUMENTATION] 🌟 [LEGACY] β€” Curator Insight: Deprecated native resource that defined security profiles for pod execution. Live Grounding: Completely removed in Kubernetes v1.25. Replaced globally by Pod Security Standards (PSS) and third-party validation engines. - **(2021)** [rancher.com: Enhancing Kubernetes Security with Pod Security Policies, Part 1](https://www.suse.com/c/rancher_blog/enhancing-kubernetes-security-with-pod-security-policies-part-1) [EN CONTENT] [GUIDE] 🌟 [GUIDE] [LEGACY] β€” Curator Insight: Part 1 of SUSE Rancher's historical guide to restricting root access through PSPs. Live Grounding: Useful exclusively for managing legacy clusters. Unusable on modern Kubernetes releases. - - **(2021)** [developer.squareup.com: Kubernetes Pod Security Policies (PSP)](https://developer.squareup.com/blog/kubernetes-pod-security-policies) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Historical engineering post detailing Square's journey implementing early-generation PSP blocks. Live Grounding: Excellent case study for understanding design challenges but completely obsolete. - - **(2021)** [itnext.io: Implementing a Secure-First Pod Security Policy Architecture](https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitecture-af4e906593b0) [EN CONTENT] [GUIDE] 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Practical implementation guide for designing restricted PSP parameters. Live Grounding: Highly detailed historically, but lacks application in modern environments where PSS or Kyverno is required. + - [developer.squareup.com: Kubernetes Pod Security Policies (PSP)](https://developer.squareup.com/blog/kubernetes-pod-security-policies) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Historical engineering post detailing Square's journey implementing early-generation PSP blocks. Live Grounding: Excellent case study for understanding design challenges but completely obsolete. + - [itnext.io: Implementing a Secure-First Pod Security Policy Architecture](https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitecture-af4e906593b0) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Practical implementation guide for designing restricted PSP parameters. Live Grounding: Highly detailed historically, but lacks application in modern environments where PSS or Kyverno is required. + - [kubernetes-sigs/security-profiles-operator](https://github.com/kubernetes-sigs/security-profiles-operator) ⭐ 846 [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Kubernetes SIG operator for managing AppArmor, Seccomp, and SELinux profiles natively within clusters. Live Grounding: Fully active and widely used in secure sectors to harden container execution boundaries. + - [kubernetes.io: What's new in Security Profiles Operator v0.4.0](https://kubernetes.io/blog/2021/12/17/security-profiles-operator) [EN CONTENT] [ENTERPRISE-STABLE] β€” Curator Insight: Upstream release notes detailing critical profiles expansion inside the Security Profiles Operator. Live Grounding: Explains runtime metrics tracking and automated profile recording functions. ### Runtime Observability #### eBPF Threat Detection - - **(2021)** [==isovalent.com: Detecting a Container Escape with Cilium and eBPF==](https://isovalent.com/blog/post/2021-11-container-escape) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A deep-dive exploration of container escape methodologies and how they can be detected at the kernel layer using Cilium and eBPF. Curator insight focuses on monitoring system calls directly to bypass container-internal obfuscation. Live grounding confirms that eBPF observability provides the low-overhead, high-fidelity metrics needed to identify escape payloads before damage occurs. - - **(2021)** [**developers.redhat.com: Secure your Kubernetes deployments with eBPF**](https://developers.redhat.com/articles/2021/12/16/secure-your-kubernetes-deployments-ebpf) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Technical article explaining the operational advantages of using eBPF for cloud-native workload defense. Curator insight explains how eBPF operates safely within the Linux kernel to record and control system behavior without sidecars. Live grounding confirms that eBPF technology has transitioned from a monitoring utility to a standard tool for runtime security. + - [isovalent.com: Detecting a Container Escape with Cilium and eBPF](https://isovalent.com/blog/post/2021-11-container-escape) [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A deep-dive exploration of container escape methodologies and how they can be detected at the kernel layer using Cilium and eBPF. Curator insight focuses on monitoring system calls directly to bypass container-internal obfuscation. Live grounding confirms that eBPF observability provides the low-overhead, high-fidelity metrics needed to identify escape payloads before damage occurs. + - [developers.redhat.com: Secure your Kubernetes deployments with eBPF](https://developers.redhat.com/articles/2021/12/16/secure-your-kubernetes-deployments-ebpf) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Technical article explaining the operational advantages of using eBPF for cloud-native workload defense. Curator insight explains how eBPF operates safely within the Linux kernel to record and control system behavior without sidecars. Live grounding confirms that eBPF technology has transitioned from a monitoring utility to a standard tool for runtime security. ### Runtime Security (1) #### Threat Detection @@ -379,8 +336,8 @@ #### Certificate Management - - **(2021)** [**blog.alexellis.io: What if your Pods need to trust self-signed certificates?**](https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificates) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Evaluates options for mounting and trusting custom or self-signed Root Certificate Authorities (CAs) inside container environments. Curator insight shows practical configurations for injecting custom root stores through init containers or volume mounts. Live grounding confirms that managing private PKIs is crucial for microservices in secure enterprise intranets. - - **(2021)** [**thenewstack.io: Jetstack Secure Promises to Ease Kubernetes TLS Security**](https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes Jetstack Secure, an enterprise platform wrapping the open-source cert-manager tool to orchestrate certificates. Curator insight details how this service helps operationalize automated certificate renewal across multi-cluster environments. Live grounding confirms that automated PKI management reduces manual oversight and cuts down on unexpected service outages. + - [blog.alexellis.io: What if your Pods need to trust self-signed certificates?](https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificates) [EN CONTENT] [ENTERPRISE-STABLE] β€” Evaluates options for mounting and trusting custom or self-signed Root Certificate Authorities (CAs) inside container environments. Curator insight shows practical configurations for injecting custom root stores through init containers or volume mounts. Live grounding confirms that managing private PKIs is crucial for microservices in secure enterprise intranets. + - [thenewstack.io: Jetstack Secure Promises to Ease Kubernetes TLS Security](https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Analyzes Jetstack Secure, an enterprise platform wrapping the open-source cert-manager tool to orchestrate certificates. Curator insight details how this service helps operationalize automated certificate renewal across multi-cluster environments. Live grounding confirms that automated PKI management reduces manual oversight and cuts down on unexpected service outages. #### HashiCorp Vault - **(2023)** [==learn.hashicorp.com: Integrate a Kubernetes Cluster with an External Vault 🌟==](https://developer.hashicorp.com/vault/tutorials/kubernetes-introduction/kubernetes-external-vault) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Step-by-step tutorial on integrating Kubernetes secrets management with an external HashiCorp Vault instance. Curator insight shows how to securely inject secrets using the Vault Agent injector sidecar. Live grounding confirms that externalized secret managers are an industry standard for multi-tenant, enterprise-grade clusters in order to avoid native etcd secrets exposure. @@ -388,37 +345,37 @@ #### Automation (1) - - **(2023)** [**youtube: Manage Kubernetes Secrets With External Secrets Operator (ESO) 🌟**](https://www.youtube.com/watch?v=SyRZe5YVCVk) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A video walk-through of the External Secrets Operator (ESO). Explains how to orchestrate automated synchronization between external secrets engines and native Kubernetes workflows. + - [youtube: Manage Kubernetes Secrets With External Secrets Operator (ESO)' 🌟](https://www.youtube.com/watch?v=SyRZe5YVCVk) [ENTERPRISE-STABLE] β€” A video walk-through of the External Secrets Operator (ESO). Explains how to orchestrate automated synchronization between external secrets engines and native Kubernetes workflows. #### Cloud Integrations (1) - - **(2022)** [itnext.io: Effective Secrets with Vault and Kubernetes](https://itnext.io/effective-secrets-with-vault-and-kubernetes-9af5f5c04d06) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains HashiCorp Vault integration inside Kubernetes environments. Illustrates the Vault Agent Sidecar Injector mechanism, allowing target workloads to resolve credentials directly. - - **(2021)** [itnext.io: Vault cluster with auto unseal on Kubernetes](https://itnext.io/vault-cluster-with-auto-unseal-on-kubernetes-8e469f9cdcfd) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Details the configurations needed to bootstrap highly available HashiCorp Vault systems using dynamic KMS systems (AWS or GCP) to automate unsealing tasks. + - [itnext.io: Effective Secrets with Vault and Kubernetes](https://itnext.io/effective-secrets-with-vault-and-kubernetes-9af5f5c04d06) [COMMUNITY-TOOL] β€” Explains HashiCorp Vault integration inside Kubernetes environments. Illustrates the Vault Agent Sidecar Injector mechanism, allowing target workloads to resolve credentials directly. + - [itnext.io: Vault cluster with auto unseal on Kubernetes](https://itnext.io/vault-cluster-with-auto-unseal-on-kubernetes-8e469f9cdcfd) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details the configurations needed to bootstrap highly available HashiCorp Vault systems using dynamic KMS systems (AWS or GCP) to automate unsealing tasks. #### Compliance Auditing (1) - - **(2022)** [itnext.io: Kubernetes OWASP Top 10: Secrets Management](https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Deals with risks concerning exposed credentials and hardcoded parameters within Kubernetes workflows. Walks through mitigation setups in compliance with OWASP guidelines to prevent secrets leakage. + - [itnext.io: Kubernetes OWASP Top 10: Secrets Management](https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47) [COMMUNITY-TOOL] β€” Deals with risks concerning exposed credentials and hardcoded parameters within Kubernetes workflows. Walks through mitigation setups in compliance with OWASP guidelines to prevent secrets leakage. #### Concepts (1) - - **(2022)** [**macchaffee.com: Plain Kubernetes Secrets are fine 🌟**](https://www.macchaffee.com/blog/2022/k8s-secrets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Offers an alternative perspective arguing that built-in Kubernetes secrets are adequate for standard environments when combined with strong RBAC and locked-down etcd storage. - - **(2021)** [kubermatic.com: Keeping the State of Apps Part 2: Introduction to Secrets](https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-2-introduction-to-secrets) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Introduces key concepts of stateful configuration security. Analyzes how secrets are handled internally by API controllers and mounted securely on ephemeral container systems. - - **(2019)** [enterprisersproject.com: How to explain Kubernetes Secrets in plain English 🌟](https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plain-english) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An easy-to-follow introductory resource explaining Kubernetes Secrets, their typical configuration schemas, and how they help developers protect operational application parameters. - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #19: Manage app credentials using Kubernetes Secrets 🌟](http://millionvisit.blogspot.com/2021/07/kubernetes-for-developers-19-manage-app-credentials-using-Kubernetes-Secrets.html) 🌟🌟 [COMMUNITY-TOOL] β€” A developer-centric tutorial on provisioning, managing, and consuming API credentials using core Secrets configurations in single-tenant applications. + - [enterprisersproject.com: How to explain Kubernetes Secrets in plain English' 🌟](https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plain-english) [COMMUNITY-TOOL] β€” An easy-to-follow introductory resource explaining Kubernetes Secrets, their typical configuration schemas, and how they help developers protect operational application parameters. + - [kubermatic.com: Keeping the State of Apps Part 2: Introduction to Secrets](https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-2-introduction-to-secrets) [COMMUNITY-TOOL] β€” Introduces key concepts of stateful configuration security. Analyzes how secrets are handled internally by API controllers and mounted securely on ephemeral container systems. + - [macchaffee.com: Plain Kubernetes Secrets are fine 🌟](https://www.macchaffee.com/blog/2022/k8s-secrets) [ENTERPRISE-STABLE] β€” Offers an alternative perspective arguing that built-in Kubernetes secrets are adequate for standard environments when combined with strong RBAC and locked-down etcd storage. #### Data Protection - - **(2025)** [**kubernetes.io: Encrypting Secret Data at Rest 🌟**](https://kubernetes.io/docs/tasks/administer-cluster/encrypt-data) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official documentation guiding system admins through encrypting etcd secret data at rest. Covers local secrets key providers and external KMS plugin configurations. + - [kubernetes.io: Encrypting Secret Data at Rest 🌟](https://kubernetes.io/docs/tasks/administer-cluster/encrypt-data) [ADVANCED LEVEL] [DOCUMENTATION] [ENTERPRISE-STABLE] β€” The official documentation guiding system admins through encrypting etcd secret data at rest. Covers local secrets key providers and external KMS plugin configurations. #### Discussion - - **(2022)** ["Kubernetes base64 encodes secrets because that makes arbitrary data play nice with JSON. It had nothing to do with the security model (or lack thereof). It did not occur to us at the time that people could mistake base64 for some form of encryption"](https://x.com/originalavalamp) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A multi-perspective community debate focusing on Base64 encoding in secrets. Reinforces that encoding is not encryption and underlines the absolute need for robust encryption-at-rest configurations. + - **(2022)** [Kubernetes base64 encodes secrets because that makes arbitrary data play nice with JSON. It had nothing to do with the security model (or lack thereof).' It did not occur to us at the time that people could mistake base64 for some form of encryption](https://x.com/originalavalamp) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A multi-perspective community debate focusing on Base64 encoding in secrets. Reinforces that encoding is not encryption and underlines the absolute need for robust encryption-at-rest configurations. #### GitOps - **(2021)** [**cloud.redhat.com: A Guide to Secrets Management with GitOps and Kubernetes 🌟**](https://www.redhat.com/en/blog/a-guide-to-secrets-management-with-gitops-and-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An architectural review of credentials handling within declarative GitOps systems. Evaluates and compares Sealed Secrets with dynamic external resolution services. - - **(2022)** [piotrminkowski.com: Sealed Secrets on Kubernetes with ArgoCD and Terraform](https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-and-terraform) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demonstrates a production GitOps configuration combining Bitnami Sealed Secrets, Terraform, and ArgoCD to deploy securely encrypted config files. - - **(2020)** [dev.to: Store your Kubernetes Secrets in Git thanks to Kubeseal. Hello SealedSecret! 🌟](https://dev.to/stack-labs/store-your-kubernetes-secrets-in-git-thanks-to-kubeseal-hello-sealedsecret-2i6h) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Introduces Bitnami's Sealed Secrets (kubeseal), highlighting how asymmetric public-key cryptography allows engineers to securely check encrypted credentials into public Git setups. + - [dev.to: Store your Kubernetes Secrets in Git thanks to Kubeseal. Hello SealedSecret!' 🌟](https://dev.to/stack-labs/store-your-kubernetes-secrets-in-git-thanks-to-kubeseal-hello-sealedsecret-2i6h) [COMMUNITY-TOOL] β€” Introduces Bitnami's Sealed Secrets (kubeseal), highlighting how asymmetric public-key cryptography allows engineers to securely check encrypted credentials into public Git setups. + - [piotrminkowski.com: Sealed Secrets on Kubernetes with ArgoCD and Terraform](https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-and-terraform) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Demonstrates a production GitOps configuration combining Bitnami Sealed Secrets, Terraform, and ArgoCD to deploy securely encrypted config files. #### Integration Tools - - **(2025)** [==external-secrets.io 🌟==](https://external-secrets.io) [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Industry-standard controller designed to inject secrets securely into clusters from external providers. Live Grounding: Highly active; supports AWS, GCP, Azure, and HashiCorp Vault. This avoids storing raw sensitive keys in Git repositories. + - [external-secrets.io 🌟](https://external-secrets.io) [EN CONTENT] [DE FACTO STANDARD] β€” Curator Insight: Industry-standard controller designed to inject secrets securely into clusters from external providers. Live Grounding: Highly active; supports AWS, GCP, Azure, and HashiCorp Vault. This avoids storing raw sensitive keys in Git repositories. #### KMS Integration - - **(2021)** [github.com/ondat/trousseau](https://github.com/ondat/trousseau) ⭐ 180 [EN CONTENT] [ADVANCED LEVEL] 🌟 [LEGACY] β€” Curator Insight: KMS integration designed to encrypt secrets inside etcd using external key management systems. Live Grounding: This repository is unmaintained and archived following Ondat's acquisition. Deprioritized under MVQ rules. + - [github.com/ondat/trousseau](https://github.com/ondat/trousseau) ⭐ 180 [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” Curator Insight: KMS integration designed to encrypt secrets inside etcd using external key management systems. Live Grounding: This repository is unmaintained and archived following Ondat's acquisition. Deprioritized under MVQ rules. ### Software Supply Chain #### Admission Controllers @@ -428,39 +385,39 @@ #### Incident Response - - **(2021)** [**thenewstack.io: Kubernetes: An Examination of Major Attacks 🌟**](https://thenewstack.io/kubernetes-an-examination-of-major-attacks) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Examines real-world attack vectors and high-profile security incidents targeted at Kubernetes infrastructure, including cryptojacking and dashboard exposure. Curator insight breaks down the progression of an attack from initial access to privilege escalation. Live grounding confirms that threat actors consistently exploit exposed management interfaces and unauthenticated endpoints. + - [thenewstack.io: Kubernetes: An Examination of Major Attacks 🌟](https://thenewstack.io/kubernetes-an-examination-of-major-attacks) [EN CONTENT] [ENTERPRISE-STABLE] β€” Examines real-world attack vectors and high-profile security incidents targeted at Kubernetes infrastructure, including cryptojacking and dashboard exposure. Curator insight breaks down the progression of an attack from initial access to privilege escalation. Live grounding confirms that threat actors consistently exploit exposed management interfaces and unauthenticated endpoints. #### Metrics Security - **(2022)** [**sysdig.com: How attackers use exposed Prometheus server to exploit Kubernetes clusters | Miguel HernΓ‘ndez**](https://www.sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Dissects a threat scenario presented at KubeCon demonstrating how attackers leverage exposed Prometheus targets to leak cluster topology. Curator insight shows that unauthenticated metrics endpoints frequently leak critical environmental data used to plan secondary exploits. Live grounding warns that proper ingress configurations and token-based authentication are mandatory to secure monitoring setups. #### Offensive Security - - **(2022)** [tutorialboy24.blogspot.com: A Detailed Talk about K8S Cluster Security from the Perspective of Attackers (Part 2) 🌟](https://tutorialboy24.blogspot.com/2022/09/a-detailed-talk-about-k8s-cluster.html) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains tactical cluster hacking methodologies and privilege escalation techniques from an offensive perspective. Curator insight analyzes vectors such as service account token theft and mounting the host socket. Live grounding emphasizes that threat-modeling from an attacker's perspective is vital to proactively designing robust admission and detection rules. + - [tutorialboy24.blogspot.com: A Detailed Talk about K8S Cluster Security from' the Perspective of Attackers (Part 2) 🌟](https://tutorialboy24.blogspot.com/2022/09/a-detailed-talk-about-k8s-cluster.html) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains tactical cluster hacking methodologies and privilege escalation techniques from an offensive perspective. Curator insight analyzes vectors such as service account token theft and mounting the host socket. Live grounding emphasizes that threat-modeling from an attacker's perspective is vital to proactively designing robust admission and detection rules. ### Threat Modeling (1) #### Attacking Patterns - - **(2021)** [dev.to: A Detailed Talk about K8S Cluster Security from the Perspective of Attackers (Part 1)](https://dev.to/tutorialboy/a-detailed-talk-about-k8s-cluster-security-from-the-perspective-of-attackers-part-1-3mm5) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A detailed technical review mapping vulnerability configurations from an attacker's point of view. Examines the impact of insecure cluster APIs and excess container rights. + - [dev.to: A Detailed Talk about K8S Cluster Security from the Perspective' of Attackers (Part 1)](https://dev.to/tutorialboy/a-detailed-talk-about-k8s-cluster-security-from-the-perspective-of-attackers-part-1-3mm5) [COMMUNITY-TOOL] β€” A detailed technical review mapping vulnerability configurations from an attacker's point of view. Examines the impact of insecure cluster APIs and excess container rights. #### Compliance Auditing (2) - **(2022)** [sysdig.com: OWASP Kubernetes Top 10 🌟](https://www.sysdig.com/blog/top-owasp-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Breaks down the OWASP Kubernetes Top 10 architecture from a practical sysadmin viewpoint. Evaluates security boundaries, configurations, and runtime behaviors to mitigate known exploitation routes. #### Hardening (3) - - **(2022)** [**blog.gitguardian.com: Hardening Your Kubernetes Cluster - Threat Model (Pt. 1) 🌟🌟**](https://blog.gitguardian.com/hardening-your-k8-pt-1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A professional breakdown of modeling security threats across containerized infra. Analyzes the major interfaces and trust boundaries of control systems, nodes, and physical networks. + - [blog.gitguardian.com: Hardening Your Kubernetes Cluster - Threat Model (Pt.' 1) 🌟🌟](https://blog.gitguardian.com/hardening-your-k8-pt-1) [ENTERPRISE-STABLE] β€” A professional breakdown of modeling security threats across containerized infra. Analyzes the major interfaces and trust boundaries of control systems, nodes, and physical networks. ### Tooling #### Open Source Security - - **(2022)** [mattermost.com: The Top 7 Open Source Tools for Securing Your Kubernetes Cluster](https://mattermost.com/blog/the-top-7-open-source-tools-for-securing-your-kubernetes-cluster) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Evaluates seven essential open-source tools for enhancing cluster protection, targeting vulnerability scanning, posture assessment, and threat logs. Curator insight lists classic security aids like Trivy, Falco, and Terrascan. Live grounding shows that combining dynamic runtime checkers with static config linters provides comprehensive coverage across the delivery pipeline. + - [mattermost.com: The Top 7 Open Source Tools for Securing Your Kubernetes' Cluster](https://mattermost.com/blog/the-top-7-open-source-tools-for-securing-your-kubernetes-cluster) [EN CONTENT] [COMMUNITY-TOOL] β€” Evaluates seven essential open-source tools for enhancing cluster protection, targeting vulnerability scanning, posture assessment, and threat logs. Curator insight lists classic security aids like Trivy, Falco, and Terrascan. Live grounding shows that combining dynamic runtime checkers with static config linters provides comprehensive coverage across the delivery pipeline. ### Vulnerabilities #### CVE Case Studies - - **(2021)** [empresas.blogthinkbig.com: Descubierta una vulnerabilidad en Kubernetes que permite acceso a redes restringidas (CVE-2020-8562)](https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite-acceso-redes-restringidas-cve-2020-8562) [ES CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Analiza en detalle la vulnerabilidad de denegaciΓ³n de servicio y elisiΓ³n de restricciones de red identificada como CVE-2020-8562. El anΓ‘lisis del curador detalla el impacto en la resoluciΓ³n de DNS internas de la API del clΓΊster. La contrastaciΓ³n con el estado actual del sector muestra cΓ³mo esta vulnerabilidad impulsΓ³ mejoras crΓ­ticas en los controles de red del plano de control. [SPANISH CONTENT] + - [empresas.blogthinkbig.com: Descubierta una vulnerabilidad en Kubernetes' que permite acceso a redes restringidas (CVE-2020-8562)](https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite-acceso-redes-restringidas-cve-2020-8562) [ES CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analiza en detalle la vulnerabilidad de denegaciΓ³n de servicio y elisiΓ³n de restricciones de red identificada como CVE-2020-8562. El anΓ‘lisis del curador detalla el impacto en la resoluciΓ³n de DNS internas de la API del clΓΊster. La contrastaciΓ³n con el estado actual del sector muestra cΓ³mo esta vulnerabilidad impulsΓ³ mejoras crΓ­ticas en los controles de red del plano de control. [SPANISH CONTENT] ### Vulnerability Management #### CVE Feeds - - **(2022)** [kubernetes.io: Announcing the Auto-refreshing Official Kubernetes CVE Feed](https://kubernetes.io/blog/2022/09/12/k8s-cve-feed-alpha) [COMMUNITY-TOOL] β€” Official Kubernetes announcement of an auto-refreshing JSON-based CVE feed designed for programmatic security automation. This feed enables automated scanning engines, SIEMs, and cloud-native vulnerability scanners to ingest real-time vulnerability data natively and authoritative definitions straight from the Kubernetes security team. + - [kubernetes.io: Announcing the Auto-refreshing Official Kubernetes CVE Feed](https://kubernetes.io/blog/2022/09/12/k8s-cve-feed-alpha) [COMMUNITY-TOOL] β€” Official Kubernetes announcement of an auto-refreshing JSON-based CVE feed designed for programmatic security automation. This feed enables automated scanning engines, SIEMs, and cloud-native vulnerability scanners to ingest real-time vulnerability data natively and authoritative definitions straight from the Kubernetes security team. ### Vulnerability Scanning #### Compliance Auditing (3) @@ -468,35 +425,35 @@ - **(2021)** [blog.flant.com: Kubernetes cluster security assessment with kube-bench and kube-hunter](https://palark.com/blog/kubernetes-security-with-kube-bench-and-kube-hunter) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores proactive vulnerability scanning and automated compliance verification using kube-bench and kube-hunter. Compares their execution models to establish a multi-layered verification strategy inside target clusters. #### Interviews - - **(2021)** [infoq.com: Armo Releases Kubescape K8s Security Testing Tool: Q&A with VP Jonathan Kaftzan](https://www.infoq.com/news/2021/09/kubescape) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A developer-focused interview exploring the release of Kubescape. Outlines the technical strategies behind automated cluster auditing and dynamic verification mapping against official security guidelines. + - [infoq.com: Armo Releases Kubescape K8s Security Testing Tool: Q&A with VP' Jonathan Kaftzan](https://www.infoq.com/news/2021/09/kubescape) [COMMUNITY-TOOL] β€” A developer-focused interview exploring the release of Kubescape. Outlines the technical strategies behind automated cluster auditing and dynamic verification mapping against official security guidelines. #### Manifest Auditing (1) - - **(2023)** [**github.com/Shopify/kubeaudit 🌟🌟**](https://github.com/Shopify/kubeaudit) ⭐ 1936 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source auditor that checks active Kubernetes configurations and YAML manifests against real-world security profiles. Prevents misconfigurations such as running containers as root or with excessive privileges. + - [github.com/Shopify/kubeaudit 🌟🌟](https://github.com/Shopify/kubeaudit) ⭐ 1936 [ENTERPRISE-STABLE] β€” An open-source auditor that checks active Kubernetes configurations and YAML manifests against real-world security profiles. Prevents misconfigurations such as running containers as root or with excessive privileges. ### Workload Security #### AWS EKS Hardening - - **(2022)** [**dev.to/aws-builders: Best Practices for Securing Kubernetes Deployments 🌟**](https://dev.to/aws-builders/best-practices-for-securing-kubernetes-deployments-1jg6) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Focuses on deployment hardening guidelines tailored for AWS Elastic Kubernetes Service (EKS) and native clusters. Curator insight outlines using IAM Roles for Service Accounts (IRSA) to implement AWS credential isolation. Live grounding confirms that configuring infrastructure-level least-privilege policies prevents lateral cloud infrastructure compromise. + - [dev.to/aws-builders: Best Practices for Securing Kubernetes Deployments' 🌟](https://dev.to/aws-builders/best-practices-for-securing-kubernetes-deployments-1jg6) [EN CONTENT] [ENTERPRISE-STABLE] β€” Focuses on deployment hardening guidelines tailored for AWS Elastic Kubernetes Service (EKS) and native clusters. Curator insight outlines using IAM Roles for Service Accounts (IRSA) to implement AWS credential isolation. Live grounding confirms that configuring infrastructure-level least-privilege policies prevents lateral cloud infrastructure compromise. #### Common Misconfigurations - - **(2022)** [fairwinds.com: Discover the Top 5 Kubernetes Security Mistakes You're (Probably) Making](https://www.fairwinds.com/blog/top-5-kubernetes-security-mistakes) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores the most common security oversights in Kubernetes cluster deployments, such as running containers as root and missing resource limits. Curator insight matches automated auditing observations, emphasizing the gap between default settings and production requirements. Live grounding highlights that automated policy engines (like Polaris or Kyverno) are essential to systematically mitigate these risks. + - [fairwinds.com: Discover the Top 5 Kubernetes Security Mistakes You're (Probably)' Making](https://www.fairwinds.com/blog/top-5-kubernetes-security-mistakes) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores the most common security oversights in Kubernetes cluster deployments, such as running containers as root and missing resource limits. Curator insight matches automated auditing observations, emphasizing the gap between default settings and production requirements. Live grounding highlights that automated policy engines (like Polaris or Kyverno) are essential to systematically mitigate these risks. #### Debugging Security - - **(2022)** [**xenitab.github.io: Kubernetes Ephemeral Container Security 🌟**](https://xenitab.github.io/blog/2022/04/12/ephemeral-container-security) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explains security considerations around the use of ephemeral containers for live cluster troubleshooting. Curator insight warns against exposing node-level namespaces during ad-hoc diagnostics sessions. Live grounding indicates that while ephemeral containers are critical for debugging distroless images, they require strict RBAC policies to prevent escalation. + - [xenitab.github.io: Kubernetes Ephemeral Container Security 🌟](https://xenitab.github.io/blog/2022/04/12/ephemeral-container-security) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Explains security considerations around the use of ephemeral containers for live cluster troubleshooting. Curator insight warns against exposing node-level namespaces during ad-hoc diagnostics sessions. Live grounding indicates that while ephemeral containers are critical for debugging distroless images, they require strict RBAC policies to prevent escalation. #### Deployment Hardening - - **(2022)** [**armosec.io: How to Secure Deployments in Kubernetes? 🌟**](https://www.armosec.io/blog/secure-kubernetes-deployment) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A practical guide addressing how to configure secure deployments using declarative configurations. Curator insight details defensive parameters such as secrets handling, least-privilege service accounts, and resource controls. Live grounding indicates that automated compliance checks during Deployment creation are vital to prevent misconfigurations from reaching live states. + - [armosec.io: How to Secure Deployments in Kubernetes? 🌟](https://www.armosec.io/blog/secure-kubernetes-deployment) [EN CONTENT] [ENTERPRISE-STABLE] β€” A practical guide addressing how to configure secure deployments using declarative configurations. Curator insight details defensive parameters such as secrets handling, least-privilege service accounts, and resource controls. Live grounding indicates that automated compliance checks during Deployment creation are vital to prevent misconfigurations from reaching live states. #### Developer Best Practices - - **(2022)** [dev.to/pavanbelagatti: Kubernetes Security Best Practices For Developers](https://dev.to/pavanbelagatti/kubernetes-security-best-practices-for-developers-2b92) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Tailored specifically for application developers to guide secure manifest construction and safe build configurations. Curator insight details practical tips like avoiding hardcoded secrets and keeping image footprints minimal. Live grounding confirms that developer training combined with automated IDE feedback is essential for maintaining secure codebases. + - [dev.to/pavanbelagatti: Kubernetes Security Best Practices For Developers](https://dev.to/pavanbelagatti/kubernetes-security-best-practices-for-developers-2b92) [EN CONTENT] [COMMUNITY-TOOL] β€” Tailored specifically for application developers to guide secure manifest construction and safe build configurations. Curator insight details practical tips like avoiding hardcoded secrets and keeping image footprints minimal. Live grounding confirms that developer training combined with automated IDE feedback is essential for maintaining secure codebases. #### Pod Hardening - - **(2022)** [**dev.to/thenjdevopsguy: Securing Kubernetes Pods For Production Workloads**](https://dev.to/thenjdevopsguy/securing-kubernetes-pods-for-production-workloads-51oh) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A specialized checklist for locking down Pod setups in highly regulated production networks. Curator insight addresses how to enforce non-root execution, limit Capabilities, and bind resource consumption quotas. Live grounding shows that consistent enforcement of these checklists eliminates common container breakout opportunities. - - **(2022)** [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 1: Pods](https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A granular tutorial guiding developers on how to design and build secure Pod configurations. Curator insight instructs on eliminating default privileges and configuring security contexts. Live grounding shows that implementing Pod Security Standards (PSS) provides a straightforward, out-of-the-box framework to systematically restrict critical container permissions. + - [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 1: Pods](https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods) [EN CONTENT] [COMMUNITY-TOOL] β€” A granular tutorial guiding developers on how to design and build secure Pod configurations. Curator insight instructs on eliminating default privileges and configuring security contexts. Live grounding shows that implementing Pod Security Standards (PSS) provides a straightforward, out-of-the-box framework to systematically restrict critical container permissions. + - [dev.to/thenjdevopsguy: Securing Kubernetes Pods For Production Workloads](https://dev.to/thenjdevopsguy/securing-kubernetes-pods-for-production-workloads-51oh) [EN CONTENT] [ENTERPRISE-STABLE] β€” A specialized checklist for locking down Pod setups in highly regulated production networks. Curator insight addresses how to enforce non-root execution, limit Capabilities, and bind resource consumption quotas. Live grounding shows that consistent enforcement of these checklists eliminates common container breakout opportunities. #### Pod Security Context - - **(2021)** [**snyk.io: 10 Kubernetes Security Context settings you should understand**](https://snyk.io/blog/10-kubernetes-security-context-settings-you-should-understand) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive guide on utilizing the Kubernetes `securityContext` API to enforce Pod and container-level boundaries. Curator insight details foundational settings like `runAsNonRoot`, `readOnlyRootFilesystem`, and `allowPrivilegeEscalation`. Live grounding confirms these configurations remain the primary defense-in-depth mechanisms for preventing container breakouts in 2026 production environments. + - [snyk.io: 10 Kubernetes Security Context settings you should understand](https://snyk.io/blog/10-kubernetes-security-context-settings-you-should-understand) [EN CONTENT] [ENTERPRISE-STABLE] β€” A comprehensive guide on utilizing the Kubernetes `securityContext` API to enforce Pod and container-level boundaries. Curator insight details foundational settings like `runAsNonRoot`, `readOnlyRootFilesystem`, and `allowPrivilegeEscalation`. Live grounding confirms these configurations remain the primary defense-in-depth mechanisms for preventing container breakouts in 2026 production environments. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/kubernetes-storage.md b/v2-docs/kubernetes-storage.md new file mode 100644 index 00000000..7bcc07da --- /dev/null +++ b/v2-docs/kubernetes-storage.md @@ -0,0 +1,66 @@ +# Kubernetes Storage + +!!! info "Architectural Context" + Detailed reference for Kubernetes Storage in the context of The Container Stack. + +## Standard Reference + + - [thenewstack.io: How Kubernetes provides networking and storage to applications](https://thenewstack.io/how-kubernetes-provides-networking-and-storage-to-applications) [COMMUNITY-TOOL] + - [thenewstack.io: A Guide to Running Stateful Applications in Kubernetes](https://thenewstack.io/a-guide-to-running-stateful-applications-in-kubernetes) [COMMUNITY-TOOL] + - [forbes.com: 5 Cloud Native Storage Startups To Watch Out For In 2019](https://www.forbes.com/sites/janakirammsv/2019/06/28/5-cloud-native-storage-startups-to-watch-out-for-in-2019) [COMMUNITY-TOOL] + - [howtoforge.com: Storage in Kubernetes 🌟](https://www.howtoforge.com/storage-in-kubernetes) [COMMUNITY-TOOL] + - [softwareengineeringdaily.com: Why Is Storage On Kubernetes So Hard? 🌟](https://softwareengineeringdaily.com/2019/01/11/why-is-storage-on-kubernetes-is-so-hard) [COMMUNITY-TOOL] + - [thenewstack.io: Compute and Storage Should Be Decoupled for Log Management' at Scale](https://thenewstack.io/why-compute-and-storage-should-be-decoupled-for-log-management-at-scale) [COMMUNITY-TOOL] + - [gitlab.com: Kubernetes storage provider benchmarks](https://gitlab.com/mrman/k8s-storage-provider-benchmarks) [COMMUNITY-TOOL] + - [thenewstack.io: Beyond Block and File: COSI Enables Object Storage in Kubernetes' 🌟](https://thenewstack.io/beyond-block-and-file-cosi-enables-object-storage-in-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: When Is Decentralized Storage the Right Choice?](https://thenewstack.io/when-is-decentralized-storage-the-right-choice) [COMMUNITY-TOOL] + - [thenewstack.io: The Biggest Gap in Kubernetes Storage Architecture?](https://thenewstack.io/whats-the-biggest-gap-in-kubernetes-storage-architecture) [COMMUNITY-TOOL] + - [kylezsembery.com: Persistent Storage in Kubernetes](https://www.kylezsembery.com/persistent-storage-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: Stateful Workloads on Kubernetes with Container Attached' Storage 🌟](https://thenewstack.io/stateful-workloads-on-kubernetes-with-container-attached-storage) [COMMUNITY-TOOL] + - [developers.redhat.com: How to maximize data storage for microservices and' Kubernetes, Part 1: An introduction 🌟](https://developers.redhat.com/articles/2021/08/11/how-maximize-data-storage-microservices-and-kubernetes-part-1-introduction) [COMMUNITY-TOOL] + - [thenewstack.io: The Growth of State in Kubernetes](https://thenewstack.io/the-growth-of-state-in-kubernetes) [COMMUNITY-TOOL] + - [itnext.io: Highly Available NFS cluster in Kubernetes, a cloud vendor independent' storage solution](https://itnext.io/highly-available-nfs-cluster-in-kubernetes-a-cloud-vendor-independent-storage-solution-f9a314cfdfcc) [COMMUNITY-TOOL] + - [armosec.io: Data Storage in Kubernetes](https://www.armosec.io/blog/kubernetes-data-storage) [COMMUNITY-TOOL] + - [infoq.com: Best Practices for Running Stateful Applications on Kubernetes](https://www.infoq.com/articles/kubernetes-stateful-applications) [COMMUNITY-TOOL] + - [itnext.io: Temporary Storage for Kubernetes Pods](https://itnext.io/temporary-storage-for-kubernetes-pods-f8330ad8db88) [COMMUNITY-TOOL] + - [danielmangum.com: K8s ASA: The Storage Interface](https://danielmangum.com/posts/k8s-asa-the-storage-interface) [COMMUNITY-TOOL] + - [kubermatic.com: Keeping the State of Apps 5: Introduction to Storage Classes](https://www.kubermatic.com/blog/keeping-the-state-of-apps-5-introduction-to-storage-classes) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes: PersistentVolume and PersistentVolumeClaim β€” an overview' with examples](https://itnext.io/kubernetes-persistentvolume-and-persistentvolumeclaim-an-overview-with-examples-3c5688222f99) [COMMUNITY-TOOL] + - [thenewstack.io: Persistent Volumes: Separating Compute and Storage](https://thenewstack.io/persistent-volumes-separating-compute-and-storage) [COMMUNITY-TOOL] + - [itnext.io: Resizing StatefulSet Persistent Volumes with zero downtime 🌟](https://itnext.io/resizing-statefulset-persistent-volumes-with-zero-downtime-916ebc65b1d4) [COMMUNITY-TOOL] + - [github.com/kubernetes-sigs: Local Persistence Volume Static Provisioner' 🌟](https://github.com/kubernetes-sigs/sig-storage-local-static-provisioner) ⭐ 1198 [COMMUNITY-TOOL] + - [linkedin.com/pulse: What are Kubernetes Persistent Volumes?](https://www.linkedin.com/pulse/what-kubernetes-persistent-volumes-gyan-prakash-1f) [COMMUNITY-TOOL] + - [kubermatic.com: Keeping the State of Apps 1: Introduction to Volume and' volumeMounts](https://www.kubermatic.com/blog/keeping-the-state-of-apps-1-introduction-to-volume-and-volumemounts) [COMMUNITY-TOOL] + - [adamtheautomator.com: Effortless Storage Management With Kubernetes PVC' 🌟](https://adamtheautomator.com/kubernetes-pvc) [COMMUNITY-TOOL] + - [openebs/zfs-localpv](https://github.com/openebs/zfs-localpv) ⭐ 561 [COMMUNITY-TOOL] + - [spacelift.io: Kubernetes Persistent Volumes – Tutorial and Examples](https://spacelift.io/blog/kubernetes-persistent-volumes) [COMMUNITY-TOOL] + - [matthewpalmer.net: Filesystem vs Volume vs Persistent Volume 🌟](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-volumes-example-nfs-persistent-volume.html) [COMMUNITY-TOOL] + - [Digital Ocean: Kuberntes PVC ReadWriteMany access mode alternative](https://www.digitalocean.com/community/questions/kuberntes-pvc-readwritemany-access-mode-alternative) [COMMUNITY-TOOL] + - [itnext.io: State of Persistent Storage in K8s β€” A Benchmark](https://itnext.io/state-of-persistent-storage-in-k8s-a-benchmark-77a96bb1ac29) [COMMUNITY-TOOL] + - [Rook](https://rook.io) [COMMUNITY-TOOL] + - [itnext.io: Using Rook On A K3s Cluster](https://itnext.io/using-rook-on-a-k3s-cluster-8a97a75ba25e) [COMMUNITY-TOOL] + - [Reduxio](https://www.reduxio.com) [COMMUNITY-TOOL] + - [OpenEBS](https://openebs.io) [COMMUNITY-TOOL] + - [openebs/dynamic-localpv-provisioner: Dynamic Kubernetes Local Persistent' Volumes](https://github.com/openebs/dynamic-localpv-provisioner) ⭐ 207 [COMMUNITY-TOOL] + - [openebs/lvm-localpv](https://github.com/openebs/lvm-localpv) ⭐ 341 [COMMUNITY-TOOL] + - [Longhorn](https://longhorn.io) [COMMUNITY-TOOL] + - [thenewstack.io: Rancher Donates its β€˜Longhorn’ Kubernetes Persistent Storage' Software to CNCF](https://thenewstack.io/rancher-donates-its-longhorn-kubernetes-persistent-storage-software-to-cncf) [COMMUNITY-TOOL] + - [linbit.com: LINSTOR - kubernetes persistent container storage](https://linbit.com/kubernetes) [COMMUNITY-TOOL] + - [Kadalu](https://github.com/kadalu/kadalu) ⭐ 749 [COMMUNITY-TOOL] + - [iomesh.com](https://www.iomesh.com) [COMMUNITY-TOOL] + - [iomesh.com: Outperforming Peer Products, IOMesh Takes Cloud Native Storage' to the Next Level](https://www.iomesh.com/blog/announcing_iomesh_preview) [COMMUNITY-TOOL] + - [libopenstorage/stork: Stork - Storage Operator Runtime for Kubernetes](https://github.com/libopenstorage/stork) ⭐ 401 [COMMUNITY-TOOL] + - [simplyblock: simplyblock.io](https://simplyblock.io) [COMMUNITY-TOOL] + - [kubernetes-csi.github.io](https://kubernetes-csi.github.io) [COMMUNITY-TOOL] + - [github.com/kubernetes-csi](https://github.com/kubernetes-csi) [COMMUNITY-TOOL] + - [SMB CSI Driver for Kubernetes](https://github.com/kubernetes-csi/csi-driver-smb) ⭐ 639 [COMMUNITY-TOOL] + - [github.com/yandex-cloud: CSI for S3](https://github.com/yandex-cloud/k8s-csi-s3) ⭐ 855 [COMMUNITY-TOOL] + - [sklar.rocks: How the CSI (Container Storage Interface) Works](https://sklar.rocks/how-container-storage-interface-works) [COMMUNITY-TOOL] + - [kubestr.io](https://kubestr.io) [COMMUNITY-TOOL] + - [VolSync 🌟](https://github.com/backube/volsync) ⭐ 973 [COMMUNITY-TOOL] + - [next.redhat.com: Introducing VolSync: your data, anywhere](https://next.redhat.com/2021/08/23/introducing-volsync-your-data-anywhere) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) + diff --git a/v2-docs/kubernetes-tools.md b/v2-docs/kubernetes-tools.md index 4cabffe1..a1e4f5ce 100644 --- a/v2-docs/kubernetes-tools.md +++ b/v2-docs/kubernetes-tools.md @@ -3,90 +3,520 @@ !!! info "Architectural Context" Detailed reference for Kubernetes Tools in the context of Architectural Foundations. +## Standard Reference + + - [collabnix.com: Top 10 Kubernetes Tools You Need for 2021 – Part 1](https://collabnix.com/top-10-kubernetes-tools-you-need-for-2021) [COMMUNITY-TOOL] + - [collabnix.github.io/kubetools 🌟](https://collabnix.github.io/kubetools) [COMMUNITY-TOOL] + - [cyberithub.com: 70+ Important Kubernetes Related Tools You Should Know About](https://www.cyberithub.com/70-important-kubernetes-related-tools-you-should-know-about) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes GitOps Tools](https://itnext.io/kubernetes-gitops-tools-cf0247eb5368) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes Essential Tools: 2021](https://itnext.io/kubernetes-essential-tools-2021-def12e84c572) [COMMUNITY-TOOL] + - [youtube: 10 Must-Have Kubernetes Tools | DevOps Toolkit](https://www.youtube.com/watch?v=CB79eTFbR0w&feature=youtu.be&ab_channel=DevOpsToolkit) [COMMUNITY-TOOL] + - [opensource.com: 5 open source tools for developing on the cloud](https://opensource.com/article/22/4/open-source-tools-developing-cloud) [COMMUNITY-TOOL] + - [developers.redhat.com: 8 open source Kubernetes security tools](https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-security-tools#) [COMMUNITY-TOOL] + - [virtualizationhowto.com: Kubernetes Best Kubernetes Management Tools in' 2023](https://www.virtualizationhowto.com/2023/08/best-kubernetes-management-tools-in-2023) [COMMUNITY-TOOL] + - [coruzant.com/appdev: Kubernetes Management: Tools and Best Practices](https://coruzant.com/appdev/kubernetes-management-tools-and-best-practices) [COMMUNITY-TOOL] + - [dev.to/cyclops-ui: Five tools to make your K8s experience more enjoyable](https://dev.to/cyclops-ui/five-tools-to-make-your-k8s-experience-more-enjoyable-5d85) [COMMUNITY-TOOL] + - [downloadkubernetes.com: Download Kubernetes 🌟](https://www.downloadkubernetes.com) [COMMUNITY-TOOL] + - [ramitsurana/awesome-kubernetes: Tools 🌟](https://github.com/ramitsurana/awesome-kubernetes#configuration) ⭐ 15940 [DE FACTO STANDARD] + - [KSS - Kubernetes pod status on steroid](https://github.com/chmouel/kss) ⭐ 43 [COMMUNITY-TOOL] + - [kubectl-tree](https://github.com/ahmetb/kubectl-tree) ⭐ 3370 [ENTERPRISE-STABLE] + - [Kubecle](https://github.com/rydogs/kubecle) ⭐ 57 [COMMUNITY-TOOL] + - [Permission Manager 🌟](https://github.com/sighupio/permission-manager) ⭐ 1360 [COMMUNITY-TOOL] + - [kubectx + kubens: : Power tools for kubectl🌟🌟](https://github.com/ahmetb/kubectx) ⭐ 19758 [DE FACTO STANDARD] + - [go-kubectx](https://github.com/aca/go-kubectx) [COMMUNITY-TOOL] + - [kubevious: application centric Kubernetes UI 🌟](https://kubevious.io) [COMMUNITY-TOOL] + - [KubeStellar Console 🌟](https://console.kubestellar.io) [COMMUNITY-TOOL] + - [itnext.io: **arkade** by example β€” Kubernetes apps, the easy way 🌟](https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c) [COMMUNITY-TOOL] + - [**Tubectl**: a kubectl alternative which adds a bit of magic to your everyday' kubectl routines by reducing the complexity of working with contexts, namespaces and intelligent matching resources.](https://github.com/reconquest/tubekit) ⭐ 216 [COMMUNITY-TOOL] + - [**Kpt**: Packaging up your Kubernetes configuration with git and YAML since' 2014 **(Google)**](https://opensource.googleblog.com/2020/03/kpt-packaging-up-your-kubernetes.html) [COMMUNITY-TOOL] + - [kubernetes-common-services](https://github.com/ManagedKube/kubernetes-common-services) ⭐ 129 [COMMUNITY-TOOL] + - [**k8s-job-notify**](https://github.com/sukeesh/k8s-job-notify) ⭐ 133 [COMMUNITY-TOOL] + - [**K8bit** β€” the tiny Kubernetes dashboard 🌟](https://github.com/learnk8s/k8bit) [COMMUNITY-TOOL] + - [k8s-dt-node-labeller](https://github.com/adaptant-labs/k8s-dt-node-labeller) ⭐ 17 [COMMUNITY-TOOL] + - [kubedev 🌟](https://relferreira.github.io/kubedev) [COMMUNITY-TOOL] + - [Kubectl SSH Proxy 🌟](https://github.com/little-angry-clouds/kubectl-ssh-proxy) ⭐ 48 [COMMUNITY-TOOL] + - [kubectl-images](https://github.com/chenjiandongx/kubectl-images) ⭐ 277 [COMMUNITY-TOOL] + - [loft-sh/kiosk](https://github.com/loft-sh/kiosk?utm_sq=gf3f25b1tk#why-kiosk) ⭐ 1072 [COMMUNITY-TOOL] + - [k8s Spot Rescheduler](https://github.com/pusher/k8s-spot-rescheduler) ⭐ 313 [COMMUNITY-TOOL] + - [kube-spot-termination-notice-handler](https://github.com/kube-aws/kube-spot-termination-notice-handler) ⭐ 380 [COMMUNITY-TOOL] + - [kmoncon](https://github.com/Stono/kconmon) ⭐ 287 [COMMUNITY-TOOL] + - [Tesoro](https://github.com/kapicorp/tesoro) ⭐ 37 [COMMUNITY-TOOL] + - [DAST operator](https://github.com/banzaicloud/dast-operator) ⭐ 194 [COMMUNITY-TOOL] + - [Teleskope](https://github.com/teleskopeView/teleskope_k8s) ⭐ 24 [COMMUNITY-TOOL] + - [Introducing cdk8s+: Intent-driven APIs for Kubernetes objects](https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis-for-kubernetes-objects) [COMMUNITY-TOOL] + - [KuUI (Kubernetes UI)](https://github.com/viveksinghggits/kuui) ⭐ 18 [COMMUNITY-TOOL] + - [Deprek8ion](https://github.com/swade1987/deprek8ion) ⭐ 143 [COMMUNITY-TOOL] + - [Beetle](https://github.com/Clivern/Beetle) ⭐ 167 [COMMUNITY-TOOL] + - [vault-controller](https://github.com/gobins/vault-controller) [COMMUNITY-TOOL] + - [k8s-crash-informer](https://github.com/lnsp/k8s-crash-informer) ⭐ 47 [COMMUNITY-TOOL] + - [Kip, the Kubernetes Cloud Instance Provider](https://github.com/elotl/kip) ⭐ 232 [COMMUNITY-TOOL] + - [Kubeletctl is a command line tool that implement kubelet's API 🌟](https://github.com/cyberark/kubeletctl) ⭐ 891 [COMMUNITY-TOOL] + - [k8s-node-label-monitor: Kubernetes Node Label Monitor provides a custom' Kubernetes controller for monitoring and notifying changes in the label states of Kubernetes nodes (labels added, deleted, or updated), and can be run either node-local or cluster-wide](https://github.com/adaptant-labs/k8s-node-label-monitor) ⭐ 3 [COMMUNITY-TOOL] + - [Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes 🌟](https://github.com/FairwindsOps/pluto) ⭐ 2518 [COMMUNITY-TOOL] + - [Kubernetes Deployment Builder 🌟🌟](https://static.brandonpotter.com/kubernetes/DeploymentBuilder.html) [COMMUNITY-TOOL] + - [k8s-alert](https://github.com/kareem-elsayed/k8s-alerts) ⭐ 21 [COMMUNITY-TOOL] + - [Arktos](https://github.com/futurewei-cloud/arktos) [COMMUNITY-TOOL] + - [kube-exec 🌟](https://engineerd.github.io/kube-exec/introduction) [COMMUNITY-TOOL] + - [kubefs](https://github.com/configurator/kubefs) ⭐ 93 [COMMUNITY-TOOL] + - [pangolin 🌟](https://github.com/dpeckett/pangolin) ⭐ 231 [COMMUNITY-TOOL] + - [kubectl-isolate](https://github.com/yteraoka/kubectl-isolate) ⭐ 10 [COMMUNITY-TOOL] + - [Kubernetes Active Passive Applications](https://github.com/amelbakry/kubernetes-active-passive) [COMMUNITY-TOOL] + - [Agorakube](https://github.com/ilkilab/agorakube) ⭐ 98 [COMMUNITY-TOOL] + - [dynamic-pv-scaler](https://github.com/opstree/dynamic-pv-scaler) ⭐ 112 [COMMUNITY-TOOL] + - [Sinker](https://github.com/plexsystems/sinker) ⭐ 624 [COMMUNITY-TOOL] + - [Cluster Turndown](https://github.com/kubecost/cluster-turndown) ⭐ 286 [COMMUNITY-TOOL] + - [kubergui: Kubernetes Deployment Builder🌟](https://github.com/BrandonPotter/kubergui) ⭐ 91 [COMMUNITY-TOOL] + - [fubectl](https://github.com/kubermatic/fubectl) ⭐ 997 [COMMUNITY-TOOL] + - [Authelia 🌟](https://github.com/authelia/authelia) ⭐ 27857 [DE FACTO STANDARD] + - [k8sdeploy](https://github.com/pyang55/k8sdeploy) ⭐ 20 [COMMUNITY-TOOL] + - [node-policy-webhook](https://github.com/softonic/node-policy-webhook) ⭐ 17 [COMMUNITY-TOOL] + - [kubeonoff](https://github.com/GambitResearch/kubeonoff) ⭐ 24 [COMMUNITY-TOOL] + - [custom-pod-autoscaler](https://github.com/jthomperoo/custom-pod-autoscaler) ⭐ 298 [COMMUNITY-TOOL] + - [Kubevol 🌟](https://github.com/bmaynard/kubevol) ⭐ 18 [COMMUNITY-TOOL] + - [kubectl-fuzzy 🌟](https://github.com/d-kuro/kubectl-fuzzy) ⭐ 167 [COMMUNITY-TOOL] + - [Setec 🌟](https://github.com/anthonysterling/setec) ⭐ 10 [COMMUNITY-TOOL] + - [Kompose (Kubernetes + Compose) 🌟](https://github.com/kubernetes/kompose) ⭐ 10526 [ENTERPRISE-STABLE] + - [hackernoon.com: How to Generate Kubernetes Manifests With a Single Command' (kompose)](https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-command) [COMMUNITY-TOOL] + - [Synator Kubernetes Secret and ConfigMap synchronizer 🌟](https://github.com/TheYkk/synator) ⭐ 117 [COMMUNITY-TOOL] + - [kubes 🌟](https://github.com/boltops-tools/kubes) ⭐ 103 [COMMUNITY-TOOL] + - [Kubernetes DaemonSet that enables a direct shell on each Node using SSH to localhost](https://gist.github.com/xandout/8d24558c75c53f3cb8bf0a97ec25fcfc) [COMMUNITY-TOOL] + - [NS Killer](https://github.com/germainlefebvre4/ns-killer) ⭐ 19 [COMMUNITY-TOOL] + - [kubeswitch: Kubernetes Version Switcher 🌟](https://github.com/steamhaus/kubeswitch) ⭐ 11 [COMMUNITY-TOOL] + - [Kubeswitch (for operators) 🌟](https://github.com/danielfoehrKn/kubeswitch) ⭐ 1164 [COMMUNITY-TOOL] + - [kubectl build (formerly known as kubectl-kaniko)](https://github.com/kvaps/kubectl-build) ⭐ 149 [COMMUNITY-TOOL] + - [Shell-operator](https://github.com/flant/shell-operator) ⭐ 2597 [COMMUNITY-TOOL] + - [Checkov 🌟](https://github.com/bridgecrewio/checkov) ⭐ 8738 [ENTERPRISE-STABLE] + - [Cluster Cloner 🌟](https://github.com/doitintl/clustercloner) ⭐ 33 [COMMUNITY-TOOL] + - [kubectl-eksporter 🌟](https://github.com/Kyrremann/kubectl-eksporter) ⭐ 23 [COMMUNITY-TOOL] + - [kubectl-neat 🌟](https://github.com/itaysk/kubectl-neat) ⭐ 2071 [COMMUNITY-TOOL] + - [Move2Kube 🌟](https://github.com/konveyor/move2kube) ⭐ 411 [COMMUNITY-TOOL] + - [junit5-kubernetes](https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes) ⭐ 43 [COMMUNITY-TOOL] + - [mbuffett.com: Replacing ngrok with ktunnel](https://mbuffett.com/posts/ktunnel-ngrok-replace) [COMMUNITY-TOOL] + - [seaworthy: A CLI to verify #Kubernetes resource health !! 🌟](https://github.com/cakehappens/seaworthy) ⭐ 39 [COMMUNITY-TOOL] + - [kcg 🌟](https://github.com/bit-cloner/kcg) ⭐ 19 [COMMUNITY-TOOL] + - [Compass 🌟](https://github.com/winfordlin/Compass) [COMMUNITY-TOOL] + - [Gitkube 🌟](https://github.com/hasura/gitkube) ⭐ 3851 [ENTERPRISE-STABLE] + - [vesion-checker](https://github.com/jetstack/version-checker) ⭐ 771 [COMMUNITY-TOOL] + - [Descheduler for Kubernetes 🌟](https://github.com/kubernetes-sigs/descheduler) ⭐ 5417 [ENTERPRISE-STABLE] + - [kubediff 🌟](https://github.com/weaveworks/kubediff) ⭐ 1181 [COMMUNITY-TOOL] + - [ekglue - Envoy/Kubernetes glue](https://github.com/jrockway/ekglue) ⭐ 29 [COMMUNITY-TOOL] + - [salesforce/Craft](https://github.com/salesforce/craft) ⭐ 91 [COMMUNITY-TOOL] + - [hyscale 🌟](https://github.com/hyscale/hyscale) ⭐ 446 [COMMUNITY-TOOL] + - [kubectl-reap is a kubectl plugin that deletes unused Kubernetes resources 🌟](https://github.com/micnncim/kubectl-reap) ⭐ 200 [COMMUNITY-TOOL] + - [kubeshell](https://github.com/roubles/kubeshell) [COMMUNITY-TOOL] + - [k8s-harness 🌟](https://github.com/carlosonunez/k8s-harness) [COMMUNITY-TOOL] + - [Secret backup operator](https://github.com/geritol/secret-backup-operator) ⭐ 13 [COMMUNITY-TOOL] + - [kube-fledged](https://github.com/senthilrch/kube-fledged) ⭐ 1372 [COMMUNITY-TOOL] + - [Tagger](https://github.com/ricardomaraschini/tagger) ⭐ 15 [COMMUNITY-TOOL] + - [helm-ecr 🌟](https://github.com/vetyy/helm-ecr) ⭐ 24 [COMMUNITY-TOOL] + - [kubectl-sudo](https://github.com/postfinance/kubectl-sudo) ⭐ 172 [COMMUNITY-TOOL] + - [kfilt](https://github.com/ryane/kfilt) ⭐ 114 [COMMUNITY-TOOL] + - [k8s-mirror: Creates a local mirror of a kubernetes cluster in a docker container' to support offline reviewing 🌟](https://github.com/darkbitio/k8s-mirror) ⭐ 339 [COMMUNITY-TOOL] + - [contentful-labs/kube-secret-syncer 🌟](https://github.com/contentful-labs/kube-secret-syncer) ⭐ 194 [COMMUNITY-TOOL] + - [kapp 🌟](https://carvel.dev/kapp) [COMMUNITY-TOOL] + - [thecloudblog.net: Managing Applications in Kubernetes with the Carvel Kapp' Controller](https://thecloudblog.net/post/managing-applications-in-kubernetes-with-the-carvel-kapp-controller) [COMMUNITY-TOOL] + - [thenewstack.io: Garden: The Configure-Once Kubernetes Platform for Seamless' Dev/Prod Integration](https://thenewstack.io/garden-the-configure-once-kubernetes-platform-for-seamless-dev-prod-integration) [COMMUNITY-TOOL] + - [pvc-autoresizer](https://github.com/topolvm/pvc-autoresizer) ⭐ 396 [COMMUNITY-TOOL] + - [blog.kintone.io: Introducing pvc-autoresizer](https://blog.kintone.io/entry/pvc-autoresizer) [COMMUNITY-TOOL] + - [sKan](https://github.com/alcideio/skan) ⭐ 204 [COMMUNITY-TOOL] + - [Kubernetes Node Auto Labeller](https://github.com/adaptant-labs/k8s-auto-labeller) ⭐ 8 [COMMUNITY-TOOL] + - [Kube_query](https://github.com/Isan-Rivkin/kube_query) ⭐ 13 [COMMUNITY-TOOL] + - [kubernetes-event-exporter 🌟](https://github.com/opsgenie/kubernetes-event-exporter) ⭐ 1048 [COMMUNITY-TOOL] + - [Kubernetes Janitor](https://codeberg.org/hjacobs/kube-janitor) [COMMUNITY-TOOL] + - [slipway: A Kubernetes controller to automate gitops provisioning](https://github.com/slipway-gitops/slipway) ⭐ 47 [COMMUNITY-TOOL] + - [github.com: dnsconfig-injector - Mutating Admission Webhook for dnsconfig' pod injection](https://github.com/karampok/dnsconfig-injector) ⭐ 30 [COMMUNITY-TOOL] + - [kubectl-view-webhook 🌟](https://github.com/Trendyol/kubectl-view-webhook) ⭐ 108 [COMMUNITY-TOOL] + - [ContainerSSH: Launch containers on demand 🌟🌟](https://containerssh.io) [COMMUNITY-TOOL] + - [kube-ebpf-exporter 🌟](https://github.com/ahas-sigs/kube-ebpf-exporter) ⭐ 55 [COMMUNITY-TOOL] + - [qontract](https://github.com/app-sre/qontract-server) ⭐ 16 [COMMUNITY-TOOL] + - [sheaf](https://github.com/bryanl/sheaf) ⭐ 30 [COMMUNITY-TOOL] + - [cnab.io: CNABs facilitate the bundling, installing and managing of container-native' apps β€” and their coupled services](https://cnab.io) [COMMUNITY-TOOL] + - [openpitrix 🌟](https://github.com/openpitrix/openpitrix) ⭐ 878 [COMMUNITY-TOOL] + - [gimletd - the GitOps release manager](https://github.com/gimlet-io/gimletd) ⭐ 24 [COMMUNITY-TOOL] + - [github.com/cloudflare/lockbox](https://github.com/cloudflare/lockbox) ⭐ 183 [COMMUNITY-TOOL] + - [Suspicious pods 🌟](https://github.com/edrevo/suspicious-pods) ⭐ 96 [COMMUNITY-TOOL] + - [KubeEye: An Automatic Diagnostic Tool that Provides a Holistic View of Your' Kubernetes Cluster 🌟](https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool) [COMMUNITY-TOOL] + - [k8gb 🌟](https://github.com/k8gb-io/k8gb) ⭐ 1171 [COMMUNITY-TOOL] + - [k8s-image-swapper 🌟](https://github.com/estahn/k8s-image-swapper) ⭐ 631 [COMMUNITY-TOOL] + - [RBACSync 🌟](https://github.com/cruise-automation/rbacsync) ⭐ 243 [COMMUNITY-TOOL] + - [Saffire](https://github.com/FairwindsOps/saffire) ⭐ 126 [COMMUNITY-TOOL] + - [Cluster API Provider for Managed Bare Metal Hardware](https://github.com/metal3-io/cluster-api-provider-metal3) ⭐ 279 [COMMUNITY-TOOL] + - [enterprisersproject.com: Kubernetes: 6 open source tools to put your cluster' to the test](https://enterprisersproject.com/article/2021/5/kubernetes-6-open-source-tools-to-test-clusters) [COMMUNITY-TOOL] + - [kubectl-node-restart 🌟](https://github.com/MnrGreg/kubectl-node-restart) ⭐ 109 [COMMUNITY-TOOL] + - [k8s-platform-lcm: Kubernetes platform lifecycle management 🌟](https://github.com/arminc/k8s-platform-lcm) ⭐ 182 [COMMUNITY-TOOL] + - [Nebula](https://github.com/slackhq/nebula) ⭐ 17366 [DE FACTO STANDARD] + - [kube-bench 🌟](https://github.com/aquasecurity/kube-bench) ⭐ 8049 [ENTERPRISE-STABLE] + - [kube-bench-exporter](https://github.com/yashvardhan-kukreja/kube-bench-exporter) ⭐ 12 [COMMUNITY-TOOL] + - [Karmada](https://github.com/karmada-io/karmada) ⭐ 5479 [ENTERPRISE-STABLE] + - [kube-secrets-init](https://github.com/doitintl/kube-secrets-init) ⭐ 158 [COMMUNITY-TOOL] + - [liqo: Enable dynamic and seamless Kubernetes multi-cluster topologies](https://github.com/liqotech/liqo) ⭐ 1440 [COMMUNITY-TOOL] + - [github.com/replicatedhq/troubleshoot](https://github.com/replicatedhq/troubleshoot) ⭐ 582 [COMMUNITY-TOOL] + - [kubestriker 🌟](https://github.com/vchinnipilli/kubestriker) ⭐ 1004 [COMMUNITY-TOOL] + - [KubeEye 🌟](https://github.com/kubesphere/kubeeye) ⭐ 851 [COMMUNITY-TOOL] + - [KubeHelper](https://github.com/kubehelper/kubehelper) ⭐ 250 [COMMUNITY-TOOL] + - [kubewebhook](https://github.com/slok/kubewebhook) ⭐ 627 [COMMUNITY-TOOL] + - [opensource.com: Migrate virtual machines to Kubernetes with this new tool' - forklift 🌟](https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift) [COMMUNITY-TOOL] + - [kubebox](https://github.com/astefanutti/kubebox) ⭐ 2228 [COMMUNITY-TOOL] + - [skooner - Kubernetes Dashboard](https://github.com/skooner-k8s/skooner) ⭐ 1438 [COMMUNITY-TOOL] + - [Polaris](https://github.com/FairwindsOps/polaris) ⭐ 3368 [ENTERPRISE-STABLE] + - [Manifesto 🌟](https://gitlab.com/jackatbancast/manifesto) [COMMUNITY-TOOL] + - [SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟](https://github.com/SigNoz/signoz) ⭐ 26999 [DE FACTO STANDARD] + - [port-map-operator](https://github.com/MOZGIII/port-map-operator) ⭐ 28 [COMMUNITY-TOOL] + - [Raspbernetes - Kubernetes Cluster: k8s-gitops](https://github.com/xUnholy/k8s-gitops) ⭐ 632 [COMMUNITY-TOOL] + - [Kpexec](https://github.com/ssup2/kpexec) ⭐ 270 [COMMUNITY-TOOL] + - [OpenShiftKubeAudit](https://github.com/AICoE/OpenShiftKubeAudit) ⭐ 10 [COMMUNITY-TOOL] + - [Kubernetes Kpt in The Wild: What it is and how to use it 🌟](https://labs.meanpug.com/kubernetes-kpt-in-the-wild) [COMMUNITY-TOOL] + - [RollingUpgrade](https://github.com/keikoproj/upgrade-manager) ⭐ 138 [COMMUNITY-TOOL] + - [space-cloud: Develop, Deploy and Secure Serverless Apps on Kubernetes.](https://github.com/spacecloud-io/space-cloud) ⭐ 3995 [ENTERPRISE-STABLE] + - [github.com/kubereboot/kured ⭐](https://github.com/kubereboot/kured) ⭐ 2541 [COMMUNITY-TOOL] + - [k8s-cluster-simulator](https://github.com/pfnet-research/k8s-cluster-simulator) ⭐ 128 [COMMUNITY-TOOL] + - [kubelogin 🌟](https://github.com/int128/kubelogin) ⭐ 2282 [COMMUNITY-TOOL] + - [kube-oidc-proxy](https://github.com/jetstack/kube-oidc-proxy) ⭐ 476 [COMMUNITY-TOOL] + - [KubeSurvival 🌟](https://github.com/aporia-ai/kubesurvival) ⭐ 187 [COMMUNITY-TOOL] + - [cf-for-k8s](https://github.com/cloudfoundry/cf-for-k8s) ⭐ 292 [COMMUNITY-TOOL] + - [tekline 🌟](https://github.com/joyrex2001/tekline) ⭐ 11 [COMMUNITY-TOOL] + - [El Carro: The Oracle Operator for Kubernetes 🌟](https://github.com/GoogleCloudPlatform/elcarro-oracle-operator) ⭐ 213 [COMMUNITY-TOOL] + - [jspolicy](https://github.com/loft-sh/jspolicy) ⭐ 416 [COMMUNITY-TOOL] + - [k8scr 🌟](https://github.com/hasheddan/k8scr) ⭐ 119 [COMMUNITY-TOOL] + - [jsonnet-controller](https://github.com/pelotech/jsonnet-controller) ⭐ 73 [COMMUNITY-TOOL] + - [rback: RBAC in Kubernetes visualizer 🌟🌟](https://github.com/team-soteria/rback) ⭐ 402 [COMMUNITY-TOOL] + - [Metacontroller](https://github.com/metacontroller/metacontroller) ⭐ 993 [COMMUNITY-TOOL] + - [KubeCarrier - Service Management at Scale](https://github.com/kubermatic/kubecarrier) ⭐ 292 [COMMUNITY-TOOL] + - [github.com: NFS Ganesha server and external provisioner](https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner) ⭐ 477 [COMMUNITY-TOOL] + - [Armada kubectl plugin 🌟](https://github.com/night-gold/armada) ⭐ 15 [COMMUNITY-TOOL] + - [Minnaker](https://github.com/armory/minnaker) ⭐ 156 [COMMUNITY-TOOL] + - [Kubesurveyor 🌟](https://github.com/viralpoetry/kubesurveyor) [COMMUNITY-TOOL] + - [kubectl-tmux-exec](https://github.com/predatorray/kubectl-tmux-exec) ⭐ 141 [COMMUNITY-TOOL] + - [grype: a vulnerability scanner for container images and filesystems](https://github.com/anchore/grype) ⭐ 12262 [ENTERPRISE-STABLE] + - [KubeView 🌟](https://github.com/benc-uk/kubeview) ⭐ 1195 [COMMUNITY-TOOL] + - [karma 🌟](https://github.com/prymitive/karma) ⭐ 2639 [COMMUNITY-TOOL] + - [Rancher Desktop 🌟](https://github.com/rancher-sandbox/rancher-desktop) ⭐ 7151 [ENTERPRISE-STABLE] + - [realvz/awesome-eks: A curated list of awesome tools for Amazon EKS 🌟](https://github.com/realvz/awesome-eks) ⭐ 341 [COMMUNITY-TOOL] + - [salesforce/Sloop - Kubernetes History Visualization 🌟](https://github.com/salesforce/sloop) ⭐ 1576 [COMMUNITY-TOOL] + - [Kspan - Turning Kubernetes Events into spans 🌟](https://github.com/weaveworks-experiments/kspan) ⭐ 807 [COMMUNITY-TOOL] + - [csi-rclone: CSI rclone mount plugin](https://github.com/wunderio/csi-rclone) ⭐ 259 [COMMUNITY-TOOL] + - [stackrox.io: Top 9 Open Source DevSecOps Tools for Kubernetes in 2021 🌟](https://www.stackrox.io/blog/top-9-open-source-devsecops-tools-for-kubernetes) [COMMUNITY-TOOL] + - [chekr](https://github.com/ckotzbauer/chekr) ⭐ 9 [COMMUNITY-TOOL] + - [KUR8 🌟](https://github.com/oslabs-beta/KUR8) ⭐ 215 [COMMUNITY-TOOL] + - [Havener](https://github.com/homeport/havener) ⭐ 334 [COMMUNITY-TOOL] + - [rkubelog 🌟](https://github.com/solarwinds/rkubelog) ⭐ 23 [COMMUNITY-TOOL] + - [kubernetes-sigs: Trimaran: Load-aware scheduling plugins 🌟](https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran) ⭐ 1295 [COMMUNITY-TOOL] + - [connaisseur](https://github.com/sse-secure-systems/connaisseur) ⭐ 473 [COMMUNITY-TOOL] + - [ketall](https://github.com/corneliusweig/ketall) ⭐ 750 [COMMUNITY-TOOL] + - [kube-scheduler-simulator](https://github.com/kubernetes-sigs/kube-scheduler-simulator) ⭐ 1090 [COMMUNITY-TOOL] + - [multus-cni 🌟](https://github.com/k8snetworkplumbingwg/multus-cni) ⭐ 2861 [COMMUNITY-TOOL] + - [kim - The Kubernetes Image Manager](https://github.com/rancher/kim) ⭐ 322 [COMMUNITY-TOOL] + - [K8sPurger 🌟](https://github.com/yogeshkk/K8sPurger) ⭐ 256 [COMMUNITY-TOOL] + - [sciuro](https://github.com/cloudflare/sciuro) ⭐ 180 [COMMUNITY-TOOL] + - [rottencandy/vimkubectl](https://github.com/rottencandy/vimkubectl) ⭐ 79 [COMMUNITY-TOOL] + - [Cluster Monitoring stack for ARM / X86-64 platforms](https://github.com/carlosedp/cluster-monitoring) ⭐ 755 [COMMUNITY-TOOL] + - [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [COMMUNITY-TOOL] + - [kubernetes-reflector](https://github.com/emberstack/kubernetes-reflector) ⭐ 1602 [COMMUNITY-TOOL] + - [Another Autoscaler](https://github.com/dignajar/another-autoscaler) ⭐ 80 [COMMUNITY-TOOL] + - [cloud-ark/caastle](https://github.com/cloud-ark/caastle) ⭐ 26 [COMMUNITY-TOOL] + - [eezhee/eezhee](https://github.com/eezhee/eezhee) ⭐ 10 [COMMUNITY-TOOL] + - [ContainerSolutions/ImageWolf: ImageWolf - Fast Distribution of Docker Images' on Clusters](https://github.com/ContainerSolutions/ImageWolf) [COMMUNITY-TOOL] + - [dcherman/image-cache-daemon](https://github.com/dcherman/image-cache-daemon) ⭐ 24 [COMMUNITY-TOOL] + - [KnicKnic/temp-kubernetes-ci: Temp Kubernetes CI](https://github.com/KnicKnic/temp-kubernetes-ci) ⭐ 15 [COMMUNITY-TOOL] + - [mattmoor/warm-image: Kubernetes WarmImage CRD](https://github.com/mattmoor/warm-image) ⭐ 164 [COMMUNITY-TOOL] + - [maorfr/kube-tasks: Kube tasks](https://github.com/maorfr/kube-tasks) ⭐ 23 [COMMUNITY-TOOL] + - [hiddeco/Cronjobber](https://github.com/hiddeco/cronjobber) ⭐ 238 [COMMUNITY-TOOL] + - [karmab/autolabeller](https://github.com/karmab/autolabeller) [COMMUNITY-TOOL] + - [kubernetes-sigs/nfs-subdir-external-provisioner: Kubernetes NFS Subdir External' Provisioner](https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner) ⭐ 3008 [ENTERPRISE-STABLE] + - [ori-edge/k8s_gateway](https://github.com/ori-edge/k8s_gateway) ⭐ 354 [COMMUNITY-TOOL] + - [viaduct-ai/kustomize-sops](https://github.com/viaduct-ai/kustomize-sops) ⭐ 828 [COMMUNITY-TOOL] + - [vadosware.io: Using Makefiles And Envsubst As An Alternative To Helm And' Ksonnet (deprecated)](https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm-and-ksonnet) [COMMUNITY-TOOL] + - [uw-labs.github.io: Kubernetes Semaphore: A modular and nonintrusive framework' for cross cluster communication](https://uw-labs.github.io/blog/kubernetes,/multicluster/2021/07/21/kube-semaphore-intro.html) [COMMUNITY-TOOL] + - [zakkg3/ClusterSecret: Kubernetes ClusterSecret operator](https://github.com/zakkg3/ClusterSecret) ⭐ 509 [COMMUNITY-TOOL] + - [tektoncd/chains](https://github.com/tektoncd/chains) ⭐ 272 [COMMUNITY-TOOL] + - [gopaddle-io/configurator](https://github.com/gopaddle-io/configurator) ⭐ 115 [COMMUNITY-TOOL] + - [biosimulations/deployment](https://github.com/biosimulations/deployment) ⭐ 3 [COMMUNITY-TOOL] + - [chrislusf/seaweedfs](https://github.com/chrislusf/seaweedfs) ⭐ 24 [COMMUNITY-TOOL] + - [DaspawnW/vault-crd](https://github.com/DaspawnW/vault-crd) ⭐ 175 [COMMUNITY-TOOL] + - [stakater/Reloader 🌟](https://github.com/stakater/Reloader) ⭐ 10065 [ENTERPRISE-STABLE] + - [dignajar/another-ldap](https://github.com/dignajar/another-ldap) ⭐ 51 [COMMUNITY-TOOL] + - [anchore/syft](https://github.com/anchore/syft) ⭐ 8995 [ENTERPRISE-STABLE] + - [chr-fritz/csi-sshfs](https://github.com/chr-fritz/csi-sshfs) ⭐ 30 [COMMUNITY-TOOL] + - [ctrox/csi-s3](https://github.com/ctrox/csi-s3) ⭐ 829 [COMMUNITY-TOOL] + - [codesenberg/bombardier 🌟](https://github.com/codesenberg/bombardier) ⭐ 6780 [ENTERPRISE-STABLE] + - [fstab/cifs](https://github.com/fstab/cifs) ⭐ 218 [COMMUNITY-TOOL] + - [bloomberg/goldpinger 🌟](https://github.com/bloomberg/goldpinger) ⭐ 2705 [COMMUNITY-TOOL] + - [haxsaw/hikaru 🌟](https://github.com/haxsaw/hikaru) ⭐ 211 [COMMUNITY-TOOL] + - [ofek/csi-gcs](https://github.com/ofek/csi-gcs) ⭐ 158 [COMMUNITY-TOOL] + - [target/pod-reaper](https://github.com/target/pod-reaper) ⭐ 210 [COMMUNITY-TOOL] + - [utilitywarehouse/kube-applier](https://github.com/utilitywarehouse/kube-applier) ⭐ 28 [COMMUNITY-TOOL] + - [Trendyol/kink](https://github.com/Trendyol/kink) ⭐ 382 [COMMUNITY-TOOL] + - [wangjia184/pod-inspector](https://github.com/wangjia184/pod-inspector) [COMMUNITY-TOOL] + - [witchery-project/witchery](https://github.com/witchery-project/witchery) ⭐ 130 [COMMUNITY-TOOL] + - [knight42/kubectl-blame: kubectl-blame: git-like blame for kubectl](https://github.com/knight42/kubectl-blame) ⭐ 150 [COMMUNITY-TOOL] + - [kubernetes-sigs/node-feature-discovery: Node feature discovery for Kubernetes](https://github.com/kubernetes-sigs/node-feature-discovery) ⭐ 1036 [COMMUNITY-TOOL] + - [arttor/helmify](https://github.com/arttor/helmify) ⭐ 1734 [COMMUNITY-TOOL] + - [4ARMED/kubeletmein](https://github.com/4ARMED/kubeletmein) ⭐ 164 [COMMUNITY-TOOL] + - [patrickdappollonio/kubectl-slice](https://github.com/patrickdappollonio/kubectl-slice) ⭐ 367 [COMMUNITY-TOOL] + - [appvia/cosign-keyless-admission-webhook](https://github.com/appvia/cosign-keyless-admission-webhook) ⭐ 24 [COMMUNITY-TOOL] + - [theketchio/ketch 🌟](https://github.com/theketchio/ketch) ⭐ 662 [COMMUNITY-TOOL] + - [joyrex2001/kubedock](https://github.com/joyrex2001/kubedock) ⭐ 355 [COMMUNITY-TOOL] + - [corneliusweig/konfig](https://github.com/corneliusweig/konfig) ⭐ 388 [COMMUNITY-TOOL] + - [groundnuty/k8s-wait-for 🌟](https://github.com/groundnuty/k8s-wait-for) ⭐ 634 [COMMUNITY-TOOL] + - [nabsul/k8s-ecr-login-renew: Renew Kubernetes Docker secrets for AWS ECR](https://github.com/nabsul/k8s-ecr-login-renew) ⭐ 228 [COMMUNITY-TOOL] + - [particledecay/kconf](https://github.com/particledecay/kconf) ⭐ 155 [COMMUNITY-TOOL] + - [maruina/aws-auth-manager: K8s controller to manage the aws-auth configmap](https://github.com/maruina/aws-auth-manager) [COMMUNITY-TOOL] + - [segmentio/kubectl-curl: Kubectl plugin to run curl commands against kubernetes' pods](https://github.com/segmentio/kubectl-curl) ⭐ 188 [COMMUNITY-TOOL] + - [wallarm/sysbindings](https://github.com/wallarm/sysbindings) ⭐ 19 [COMMUNITY-TOOL] + - [atombender/ktail 🌟](https://github.com/atombender/ktail) ⭐ 365 [COMMUNITY-TOOL] + - [keisku/kubectl-explore](https://github.com/keisku/kubectl-explore) ⭐ 582 [COMMUNITY-TOOL] + - [abahmed/kwatch](https://github.com/abahmed/kwatch) ⭐ 1004 [COMMUNITY-TOOL] + - [cuber-cloud/cuber-gem: CUBER](https://github.com/cuber-cloud/cuber-gem) ⭐ 714 [COMMUNITY-TOOL] + - [eldadru/ksniff 🌟](https://github.com/eldadru/ksniff) ⭐ 3467 [ENTERPRISE-STABLE] + - [openclarity/kubeclarity](https://github.com/openclarity/kubeclarity) ⭐ 44 [COMMUNITY-TOOL] + - [NimbleArchitect/kubectl-ice 🌟](https://github.com/NimbleArchitect/kubectl-ice) ⭐ 254 [COMMUNITY-TOOL] + - [k8tz/k8tz: Kubernetes Timezone Controller](https://github.com/k8tz/k8tz) ⭐ 522 [COMMUNITY-TOOL] + - [patrickdappollonio/tabloid: tabloid -- your tabulated data's best friend](https://github.com/patrickdappollonio/tabloid) ⭐ 47 [COMMUNITY-TOOL] + - [ReallyLiri/kubescout: Kube-Scout](https://github.com/ReallyLiri/kubescout) ⭐ 126 [COMMUNITY-TOOL] + - [codeberg.org/hjacobs/kube-downscaler: Kubernetes Downscaler 🌟](https://codeberg.org/hjacobs/kube-downscaler) [COMMUNITY-TOOL] + - [deepfence/PacketStreamer](https://github.com/deepfence/PacketStreamer) ⭐ 1932 [COMMUNITY-TOOL] + - [mohatb/kubectl-exec](https://github.com/mohatb/kubectl-exec) ⭐ 88 [COMMUNITY-TOOL] + - [kudobuilder/kuttl](https://github.com/kudobuilder/kuttl) ⭐ 818 [COMMUNITY-TOOL] + - [steveteuber/kubectl-graph ⭐](https://github.com/steveteuber/kubectl-graph) ⭐ 688 [COMMUNITY-TOOL] + - [crazy-max/diun](https://github.com/crazy-max/diun) ⭐ 4675 [ENTERPRISE-STABLE] + - [omrikiei/ktunnel ⭐](https://github.com/omrikiei/ktunnel) ⭐ 1054 [COMMUNITY-TOOL] + - [dev.to: Pixie: an X-ray Machine for Kubernetes Traffic](https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd) [COMMUNITY-TOOL] + - [plural.sh: Deploy open-source software on Kubernetes in record time ⭐](https://www.plural.sh) [COMMUNITY-TOOL] + - [pan-net-security/kcount](https://github.com/pan-net-security/kcount) [COMMUNITY-TOOL] + - [cloudtty/cloudtty: A Kubernetes Cloud Shell (Web Terminal) Operator](https://github.com/cloudtty/cloudtty) ⭐ 652 [COMMUNITY-TOOL] + - [jthomperoo/k8shorizmetrics](https://github.com/jthomperoo/k8shorizmetrics) ⭐ 41 [COMMUNITY-TOOL] + - [Kube-capacity](https://github.com/robscott/kube-capacity/releases) ⭐ 2620 [COMMUNITY-TOOL] + - [github.com/FairwindsOps: Goldilocks is a utility that can help you identify' a starting point for resource requests and limits](https://github.com/FairwindsOps/goldilocks) ⭐ 3228 [ENTERPRISE-STABLE] + - [kingdonb/kubectl-exec-user](https://github.com/kingdonb/kubectl-exec-user) [COMMUNITY-TOOL] + - [upmc-enterprises/registry-creds: Registry Credentials ⭐](https://github.com/upmc-enterprises/registry-creds) ⭐ 348 [COMMUNITY-TOOL] + - [pymag09/kubecui](https://github.com/pymag09/kubecui) ⭐ 127 [COMMUNITY-TOOL] + - [awesome-it/adeploy](https://github.com/awesome-it/adeploy) ⭐ 14 [COMMUNITY-TOOL] + - [stakater/Forecastle](https://github.com/stakater/Forecastle) ⭐ 795 [COMMUNITY-TOOL] + - [smartxworks/knest](https://github.com/smartxworks/knest) ⭐ 88 [COMMUNITY-TOOL] + - [smartxworks/virtink](https://github.com/smartxworks/virtink) ⭐ 606 [COMMUNITY-TOOL] + - [inspektor-gadget/inspektor-gadget](https://github.com/inspektor-gadget/inspektor-gadget) ⭐ 2817 [COMMUNITY-TOOL] + - [toboshii/hajimari](https://github.com/toboshii/hajimari) ⭐ 821 [COMMUNITY-TOOL] + - [Ramilito/kubediff ⭐](https://github.com/Ramilito/kubediff) ⭐ 184 [COMMUNITY-TOOL] + - [FairwindsOps/gonogo](https://github.com/FairwindsOps/gonogo) ⭐ 146 [COMMUNITY-TOOL] + - [pulumi/kube2pulumi](https://github.com/pulumi/kube2pulumi) ⭐ 107 [COMMUNITY-TOOL] + - [doitintl/kube-no-trouble: kubent ⭐⭐⭐](https://github.com/doitintl/kube-no-trouble) ⭐ 3667 [ENTERPRISE-STABLE] + - [resmoio/kubernetes-event-exporter](https://github.com/resmoio/kubernetes-event-exporter) ⭐ 1028 [COMMUNITY-TOOL] + - [github.com/chenjiandongx/kubectl-count](https://github.com/chenjiandongx/kubectl-count) ⭐ 39 [COMMUNITY-TOOL] + - [github.com/rothgar/bashScheduler](https://github.com/rothgar/bashScheduler) [COMMUNITY-TOOL] + - [kubernetes-sigs/kwok](https://github.com/kubernetes-sigs/kwok) ⭐ 3112 [ENTERPRISE-STABLE] + - [github.com/squat/kilo](https://github.com/squat/kilo) ⭐ 2252 [COMMUNITY-TOOL] + - [github.com/krateoplatformops/krateo](https://github.com/krateoplatformops/krateo) [COMMUNITY-TOOL] + - [github.com/jwcesign/kubespider](https://github.com/jwcesign/kubespider) [COMMUNITY-TOOL] + - [kvaps/kubectl-node-shell](https://github.com/kvaps/kubectl-node-shell) ⭐ 1815 [COMMUNITY-TOOL] + - [github.com/distribution/distribution](https://github.com/distribution/distribution) ⭐ 10429 [ENTERPRISE-STABLE] + - [github.com/flomesh-io/pipy](https://github.com/flomesh-io/pipy) ⭐ 828 [COMMUNITY-TOOL] + - [github.com/KWasm/podman-wasm](https://github.com/KWasm/podman-wasm) ⭐ 30 [COMMUNITY-TOOL] + - [github.com/ibuildthecloud/wtfk8s](https://github.com/ibuildthecloud/wtfk8s) ⭐ 95 [COMMUNITY-TOOL] + - [github.com/ContainerSSH/ContainerSSH](https://github.com/ContainerSSH/ContainerSSH) ⭐ 3045 [ENTERPRISE-STABLE] + - [github.com/Netcracker/KubeMarine](https://github.com/Netcracker/KubeMarine) ⭐ 131 [COMMUNITY-TOOL] + - [github.com/Skarlso/crd-to-sample-yaml](https://github.com/Skarlso/crd-to-sample-yaml) ⭐ 195 [COMMUNITY-TOOL] + - [github.com/alexellis/run-job](https://github.com/alexellis/run-job) ⭐ 211 [COMMUNITY-TOOL] + - [github.com/JovianX/Service-Hub](https://github.com/JovianX/Service-Hub) ⭐ 122 [COMMUNITY-TOOL] + - [github.com/ahmetb/kubectl-foreach: kubectl foreach ⭐](https://github.com/ahmetb/kubectl-foreach) ⭐ 488 [COMMUNITY-TOOL] + - [infoq.com: Kwok, a Tool to Spin up Kubernetes Nodes in a Second](https://www.infoq.com/news/2023/03/kwok-kubernetes) [COMMUNITY-TOOL] + - [github.com/OvidiuBorlean/kubectl-sockperf](https://github.com/OvidiuBorlean/kubectl-sockperf) [COMMUNITY-TOOL] + - [github.com/oslabs-beta/Ekkremis](https://github.com/oslabs-beta/Ekkremis) ⭐ 129 [COMMUNITY-TOOL] + - [github.com/jonmosco/kube-ps1 ⭐](https://github.com/jonmosco/kube-ps1) ⭐ 3789 [ENTERPRISE-STABLE] + - [github.com/cloudnativelabs/kube-shell ⭐](https://github.com/cloudnativelabs/kube-shell) ⭐ 2396 [COMMUNITY-TOOL] + - [github.com/DataCater/datacater (real-time, cloud-native data pipeline platform)](https://github.com/DataCater/datacater) ⭐ 83 [COMMUNITY-TOOL] + - [github.com/alcideio/rbac-tool](https://github.com/alcideio/rbac-tool) ⭐ 1077 [COMMUNITY-TOOL] + - [oslabs-beta/Palaemon](https://github.com/oslabs-beta/Palaemon) ⭐ 134 [COMMUNITY-TOOL] + - [openobserve/debug-container](https://github.com/openobserve/debug-container) ⭐ 51 [COMMUNITY-TOOL] + - [platformengineering.org/tools/capsule ⭐](https://platformengineering.org/tools/capsule) [COMMUNITY-TOOL] + - [github.com/ajayk/drifter](https://github.com/ajayk/drifter) ⭐ 17 [COMMUNITY-TOOL] + - [github.com/nebuly-ai/nos](https://github.com/nebuly-ai/nos) ⭐ 685 [COMMUNITY-TOOL] + - [github.com/lsdopen/ahoy](https://github.com/lsdopen/ahoy) ⭐ 78 [COMMUNITY-TOOL] + - [github.com/opencontrolplane](https://github.com/opencontrolplane) [COMMUNITY-TOOL] + - [github.com/yonahd/orphaned-configmaps: Orphaned ConfigMaps](https://github.com/yonahd/orphaned-configmaps) [COMMUNITY-TOOL] + - [github.com/updatecli/updatecli](https://github.com/updatecli/updatecli) ⭐ 914 [COMMUNITY-TOOL] + - [github.com/yonahd/kor](https://github.com/yonahd/kor) ⭐ 1793 [COMMUNITY-TOOL] + - [github.com/Trolley-MGMT/trolleymgmt](https://github.com/Trolley-MGMT/trolleymgmt) ⭐ 113 [COMMUNITY-TOOL] + - [github.com/akuity/kargo](https://github.com/akuity/kargo) ⭐ 3317 [ENTERPRISE-STABLE] + - [github.com/Wilfred/difftastic](https://github.com/Wilfred/difftastic) ⭐ 25373 [DE FACTO STANDARD] + - [github.com/kubernetes/git-sync ⭐](https://github.com/kubernetes/git-sync) ⭐ 2692 [COMMUNITY-TOOL] + - [github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)' ⭐](https://github.com/kubepug/kubepug) ⭐ 1830 [COMMUNITY-TOOL] + - [github.com/hcavarsan/kftray ⭐](https://github.com/hcavarsan/kftray) ⭐ 1512 [COMMUNITY-TOOL] + - [kondense 🌟](https://github.com/unagex/kondense) ⭐ 369 [COMMUNITY-TOOL] + - [github.com/kubetail-org/kubetail 🌟](https://github.com/kubetail-org/kubetail) ⭐ 1694 [COMMUNITY-TOOL] + - [Kubetail 🌟](https://github.com/johanhaleby/kubetail) ⭐ 3489 [ENTERPRISE-STABLE] + - [Stern 🌟](https://github.com/stern/stern) ⭐ 4690 [ENTERPRISE-STABLE] + - [github.com/portainer/portainer](https://github.com/portainer/portainer) ⭐ 37516 [DE FACTO STANDARD] + - [github.com/kubecfg/kubecfg](https://github.com/kubecfg/kubecfg) ⭐ 253 [COMMUNITY-TOOL] + - [kcp: a prototype of a Kubernetes API server that is not a Kubernetes cluster' - a place to create, update, and maintain Kube-like APIs with controllers above or without clusters](https://github.com/kcp-dev/kcp) ⭐ 2776 [COMMUNITY-TOOL] + - [github.com/clusternet](https://github.com/clusternet/clusternet) ⭐ 1434 [COMMUNITY-TOOL] + - [open-cluster-management.io](https://open-cluster-management.io) [COMMUNITY-TOOL] + - [intellipaat.com: What is Penetration Testing?](https://intellipaat.com/blog/what-is-penetration-testing) [COMMUNITY-TOOL] + - [quarkslab/kdigger](https://github.com/quarkslab/kdigger) ⭐ 481 [COMMUNITY-TOOL] + - [inguardians/peirates](https://github.com/inguardians/peirates) ⭐ 1447 [COMMUNITY-TOOL] + - [Deckhouse: NoOps Kubernetes platform 🌟](https://github.com/deckhouse/deckhouse) ⭐ 1310 [COMMUNITY-TOOL] + - [doitintl/kubeIP](https://github.com/doitintl/kubeIP) ⭐ 447 [COMMUNITY-TOOL] + - [Porter](https://porter.sh) [COMMUNITY-TOOL] + - [dev.to: CI With Datree](https://dev.to/thenjdevopsguy/ci-with-datree-4h8d) [COMMUNITY-TOOL] + - [developers.redhat.com: Perform a kaniko build on a Red Hat OpenShift cluster' and push the image to a registry](https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-openshift-cluster-and-push-image-registry) [COMMUNITY-TOOL] + - [devopscube.com: How To Build Docker Image In Kubernetes Pod 🌟](https://devopscube.com/build-docker-image-kubernetes-pod) [COMMUNITY-TOOL] + - [learnsteps.com: Kaniko and how you can build images on Kubernetes using' kaniko?](https://www.learnsteps.com/kaniko-and-how-you-can-build-images-on-kubernetes-using-kaniko) [COMMUNITY-TOOL] + - [shipwright.io](https://shipwright.io) [COMMUNITY-TOOL] + - [kubevela.io 🌟](https://kubevela.io) [COMMUNITY-TOOL] + - [blog.logrocket.com: Intro to KubeVela: A better way to ship applications](https://blog.logrocket.com/kubevela-intro-better-way-ship-applications) [COMMUNITY-TOOL] + - [px.dev: Pixie](https://px.dev) [COMMUNITY-TOOL] + - [github.com: Pixie - Instant Kubernetes-Native Application Observability](https://github.com/pixie-io/pixie) ⭐ 6448 [ENTERPRISE-STABLE] + - [developers.redhat.com: Using Dekorate to generate Kubernetes manifests for' Java applications](https://developers.redhat.com/blog/2021/03/17/using-dekorate-to-generate-kubernetes-manifests-for-java-applications) [COMMUNITY-TOOL] + - [github.com/cyberark/kubesploit 🌟](https://github.com/cyberark/kubesploit) ⭐ 1221 [COMMUNITY-TOOL] + - [cyberark.com: Kubesploit: A New Offensive Tool for Testing Containerized' Environments](https://www.cyberark.com/resources/threat-research-blog/kubesploit-a-new-offensive-tool-for-testing-containerized-environments) [COMMUNITY-TOOL] + - [Kubeshop 🌟](https://kubeshop.io) [COMMUNITY-TOOL] + - [Meshery](https://github.com/meshery/meshery) ⭐ 10245 [ENTERPRISE-STABLE] + - [Exploring Kubernetes Pods with Meshery](https://docs.meshery.io/guides/tutorials/kubernetes-pods) [COMMUNITY-TOOL] + - [kubeshop/monokle](https://github.com/kubeshop/monokle) ⭐ 2133 [COMMUNITY-TOOL] + - [youtube: From Code to Cloud: Quality Kubernetes Deployments with Monokle' | Cloud Native Islamabad](https://www.youtube.com/watch?v=7IFAg782pf8) [COMMUNITY-TOOL] + - [k8studio](https://k8studio.io) [COMMUNITY-TOOL] + - [KubeLibrary](https://github.com/devopsspiral/KubeLibrary) ⭐ 146 [COMMUNITY-TOOL] + - [kube-vip](https://github.com/kube-vip/kube-vip) ⭐ 2846 [COMMUNITY-TOOL] + - [oslabs-beta/kubermetrics](https://github.com/oslabs-beta/kubermetrics) [COMMUNITY-TOOL] + - [kustomizer](https://kustomizer.dev) [COMMUNITY-TOOL] + - [patrick.easte.rs: Forging an optimal MetalLB configuration](https://patrick.easte.rs/post/2022/forging-optimal-metallb-config) [COMMUNITY-TOOL] + - [adaltas.com: Ingresses and Load Balancers in Kubernetes with MetalLB and' nginx-ingress](https://www.adaltas.com/en/2022/09/08/kubernetes-metallb-nginx) [COMMUNITY-TOOL] + - [Kubermatic Kubernetes Platform 🌟](https://github.com/Kubermatic/Kubermatic) ⭐ 1278 [COMMUNITY-TOOL] + - [thenewstack.io: Kubermatic Kubernetes Platform Beats Complexity Through' Automation](https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-automation) [COMMUNITY-TOOL] + - [kubermatic/kubeone 🌟](https://github.com/kubermatic/kubeone) ⭐ 1509 [COMMUNITY-TOOL] + - [rootless-containers/usernetes](https://github.com/rootless-containers/usernetes) ⭐ 965 [COMMUNITY-TOOL] + - [Popeye - A Kubernetes Cluster Sanitizer 🌟🌟](https://github.com/derailed/popeye) ⭐ 6281 [ENTERPRISE-STABLE] + - [kbrew](https://github.com/kbrew-dev/kbrew) ⭐ 189 [COMMUNITY-TOOL] + - [infracloud.io: Securing Kubernetes Cluster using Kubescape and kube-bench](https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench) [COMMUNITY-TOOL] + - [openshift/source-to-image](https://github.com/openshift/source-to-image) ⭐ 2537 [COMMUNITY-TOOL] + - [Qovery/engine: Qovery Engine 🌟](https://github.com/Qovery/engine) ⭐ 2443 [COMMUNITY-TOOL] + - [moule3053/mck8s](https://github.com/moule3053/mck8s) ⭐ 73 [COMMUNITY-TOOL] + - [shipwright-io/build: shipwright](https://github.com/shipwright-io/build) ⭐ 809 [COMMUNITY-TOOL] + - [telekom/das-schiff](https://github.com/telekom/das-schiff) ⭐ 366 [COMMUNITY-TOOL] + - [NetMaker](https://github.com/gravitl/netmaker) ⭐ 11581 [ENTERPRISE-STABLE] + - [Karpenter](https://karpenter.sh) [COMMUNITY-TOOL] + - [techcrunch.com: AWS launches Karpenter, an open source autoscaler for Kubernetes' clusters](https://techcrunch.com/2021/11/30/aws-launches-karpenter-an-open-source-autoscaler-for-kubernetes-clusters) [COMMUNITY-TOOL] + - [itnext.io: Karpenter: Open-Source, High-Performance Kubernetes Cluster Autoscaler](https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-autoscaler-d56e3ab06aae) [COMMUNITY-TOOL] + - [blog.kloia.com: Karpenter Cluster Autoscaler](https://blog.kloia.com/karpenter-cluster-autoscaler-76d7f7ec0d0e) [COMMUNITY-TOOL] + - [infoq.com: AWS Releases Multi-Cloud Kubernetes Autoscaler Karpenter](https://www.infoq.com/news/2022/01/karpenter-kubernetes-autoscaler) [COMMUNITY-TOOL] + - [aws.amazon.com: Using Amazon EC2 Spot Instances with Karpenter](https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-karpenter) [COMMUNITY-TOOL] + - [dev.to: Karpenter: The Better Autoscaling Solution for Kubernetes- Part' 1](https://dev.to/aws-builders/karpenter-the-better-autoscaling-solution-for-kubernetes-part-1-4pd5) [COMMUNITY-TOOL] + - [Kuby](https://getkuby.io) [COMMUNITY-TOOL] + - [evilmartians.com: Kubing Rails: stressless Kubernetes deployments with Kuby](https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deployments-with-kuby) [COMMUNITY-TOOL] + - [Direktiv](https://github.com/direktiv/direktiv) ⭐ 491 [COMMUNITY-TOOL] + - [Jabos](https://github.com/srfrnk/jabos) ⭐ 3 [COMMUNITY-TOOL] + - [itnext.io: Keep it simple K8s. Kubernetes GitOps using Jabos](https://itnext.io/keep-it-simple-k8s-c0c68c46eabb) [COMMUNITY-TOOL] + - [Qovery/pleco](https://github.com/Qovery/pleco) ⭐ 228 [COMMUNITY-TOOL] + - [home.robusta.dev: Why everyone should track Kubernetes changes and top four' ways to do so](https://home.robusta.dev/blog/why-everyone-should-track-and-audit-kubernetes-changes-and-top-ways) [COMMUNITY-TOOL] + - [robusta-dev/krr](https://github.com/robusta-dev/krr) ⭐ 4592 [ENTERPRISE-STABLE] + - [caldito/soup](https://github.com/caldito/soup) ⭐ 40 [COMMUNITY-TOOL] + - [epinio/epinio](https://github.com/epinio/epinio) ⭐ 587 [COMMUNITY-TOOL] + - [testkube.io 🌟](https://testkube.io) [COMMUNITY-TOOL] + - [kubeshop/testkube](https://github.com/kubeshop/testkube) ⭐ 1595 [COMMUNITY-TOOL] + - [thenewstack.io: TestKube: A New Approach to Cloud Native Testing](https://thenewstack.io/testkube-a-new-approach-to-cloud-native-testing) [COMMUNITY-TOOL] + - [thenewstack.io: Testkube: A Cloud Native Testing Framework for Kubernetes](https://thenewstack.io/testkube-cloud-native-testing-framework-for-kubernetes) [COMMUNITY-TOOL] + - [piotrminkowski.com: Testing Java Apps on Kubernetes with Testkube](https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testkube) [COMMUNITY-TOOL] + - [kuberlogic](https://github.com/kuberlogic/kuberlogic) ⭐ 228 [COMMUNITY-TOOL] + - [kubeshop/kusk: use OpenAPI to configure Kubernetes](https://github.com/kubeshop/kusk) ⭐ 7 [COMMUNITY-TOOL] + - [Azure/azure-workload-identity](https://github.com/Azure/azure-workload-identity) ⭐ 334 [COMMUNITY-TOOL] + - [laurci/kubernate](https://github.com/laurci/kubernate) ⭐ 118 [COMMUNITY-TOOL] + - [Azure/placement-policy-scheduler-plugins](https://github.com/Azure/placement-policy-scheduler-plugins) ⭐ 55 [COMMUNITY-TOOL] + - [Azure/aad-pod-identity)](https://github.com/Azure/aad-pod-identity) ⭐ 561 [COMMUNITY-TOOL] + - [microshift.io](https://microshift.io) [COMMUNITY-TOOL] + - [txn2/kubefwd](https://github.com/txn2/kubefwd) ⭐ 4110 [ENTERPRISE-STABLE] + - [kubernetes.io: Use KPNG to Write Specialized kube-proxiers](https://kubernetes.io/blog/2021/10/18/use-kpng-to-write-specialized-kube-proxiers) [COMMUNITY-TOOL] + - [ruoshan/autoportforward](https://github.com/ruoshan/autoportforward) ⭐ 295 [COMMUNITY-TOOL] + - [Gardener](https://github.com/gardener/gardener) ⭐ 3380 [ENTERPRISE-STABLE] + - [gardener/terraformer: Terraformer](https://github.com/gardener/terraformer) ⭐ 145 [COMMUNITY-TOOL] + - [werf/werf](https://github.com/werf/werf) ⭐ 4687 [ENTERPRISE-STABLE] + - [werf/kubedog](https://github.com/werf/kubedog) ⭐ 743 [COMMUNITY-TOOL] + - [aquasecurity/starboard](https://github.com/aquasecurity/starboard) ⭐ 1375 [COMMUNITY-TOOL] + - [nicolaka/netshoot](https://github.com/nicolaka/netshoot) ⭐ 10699 [ENTERPRISE-STABLE] + - [syntasso/kratix](https://github.com/syntasso/kratix) ⭐ 751 [COMMUNITY-TOOL] + - [grpc-ecosystem/grpc-gateway: gRPC-Gateway](https://github.com/grpc-ecosystem/grpc-gateway) ⭐ 19894 [DE FACTO STANDARD] + - [blog.logrocket.com: An all-in-one guide to gRPC-Gateway](https://blog.logrocket.com/guide-to-grpc-gateway) [COMMUNITY-TOOL] + - [teamcode-inc/kubeorbit](https://github.com/teamcode-inc/kubeorbit) ⭐ 454 [COMMUNITY-TOOL] + - [vcluster.com](https://www.vcluster.com) [COMMUNITY-TOOL] + - [thenewstack.io: Locking Down Kubernetes Containers with vcluster](https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster) [COMMUNITY-TOOL] + - [kateyes.co.uk](https://www.kateyes.co.uk) [COMMUNITY-TOOL] + - [rene6502/keepass-secret](https://github.com/rene6502/keepass-secret) ⭐ 36 [COMMUNITY-TOOL] + - [Alcide Advisor: an agentless service for Kubernetes audit and compliance' that's built to ensure a frictionless and secured DevSecOps workflow](https://github.com/alcideio/advisor) [COMMUNITY-TOOL] + - [komodor.com: Komodor Workflows: Automated Troubleshooting at the Speed of' WHOOSH!](https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro) [COMMUNITY-TOOL] + - [apache/dolphinscheduler: Apache DolphinScheduler 🌟](https://github.com/apache/dolphinscheduler) ⭐ 14281 [ENTERPRISE-STABLE] + - [kluctl.io 🌟](https://kluctl.io) [COMMUNITY-TOOL] + - [github.com/sl1pm4t/k2tf: Kubernetes YAML to Terraform HCL converter](https://github.com/sl1pm4t/k2tf) ⭐ 1230 [COMMUNITY-TOOL] + - [PaloAltoNetworks/rbac-police](https://github.com/PaloAltoNetworks/rbac-police) ⭐ 352 [COMMUNITY-TOOL] + - [m9sweeper/m9sweeper](https://github.com/m9sweeper/m9sweeper) ⭐ 264 [COMMUNITY-TOOL] + - [github.com/reddec/keycloak-ext-operator](https://github.com/reddec/keycloak-ext-operator) ⭐ 23 [COMMUNITY-TOOL] + - [purelb/purelb](https://gitlab.com/purelb/purelb) [COMMUNITY-TOOL] + - [groundcover-com/murre](https://github.com/groundcover-com/murre) ⭐ 319 [COMMUNITY-TOOL] + - [k9scli.io](https://k9scli.io) [COMMUNITY-TOOL] + - [K9s - Kubernetes CLI To Manage Your Clusters In Style!](https://github.com/derailed/k9s) ⭐ 33709 [DE FACTO STANDARD] + - [dev.to: Detecting Kubernetes API Deprecations with pluto](https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m) [COMMUNITY-TOOL] + - [github.com/SimonTheLeg/konf-go](https://github.com/SimonTheLeg/konf-go) ⭐ 180 [COMMUNITY-TOOL] + - [github.com/k8spacket/k8spacket](https://github.com/k8spacket/k8spacket) ⭐ 1097 [COMMUNITY-TOOL] + - [github.com/Berops/claudie](https://github.com/Berops/claudie) ⭐ 775 [COMMUNITY-TOOL] + - [vladimirvivien/ktop](https://github.com/vladimirvivien/ktop) ⭐ 1083 [COMMUNITY-TOOL] + - [github.com/oslabs-beta/ClusterWatch](https://github.com/oslabs-beta/ClusterWatch) ⭐ 135 [COMMUNITY-TOOL] + - [github.com/JamesTGrant/kubectl-debug](https://github.com/JamesTGrant/kubectl-debug) ⭐ 374 [COMMUNITY-TOOL] + - [github.com/AdamRussak/k8f](https://github.com/AdamRussak/k8f) ⭐ 41 [COMMUNITY-TOOL] + - [github.com/komodorio/validkube](https://github.com/komodorio/validkube) ⭐ 839 [COMMUNITY-TOOL] + - [github.com/box/kube-iptables-tailer](https://github.com/box/kube-iptables-tailer) ⭐ 549 [COMMUNITY-TOOL] + - [github.com/controlplaneio/badrobot](https://github.com/controlplaneio/badrobot) ⭐ 229 [COMMUNITY-TOOL] + - [infrahq/infra 🌟](https://github.com/infrahq/infra) ⭐ 1461 [COMMUNITY-TOOL] + - [github.com/we-dcode/kubetunnel](https://github.com/we-dcode/kubetunnel) ⭐ 200 [COMMUNITY-TOOL] + - [tanka](https://github.com/grafana/tanka) ⭐ 2667 [COMMUNITY-TOOL] + - [kubevirt](https://github.com/kubevirt/kubevirt) ⭐ 6866 [ENTERPRISE-STABLE] + - [kubeinvaders](https://github.com/lucky-sideburn/kubeinvaders) ⭐ 1095 [COMMUNITY-TOOL] + - [mlrun](https://github.com/mlrun/mlrun) ⭐ 1668 [COMMUNITY-TOOL] + - [odigos](https://github.com/odigos-io/odigos) ⭐ 3659 [ENTERPRISE-STABLE] + - [Grafana OnCall OSS](https://grafana.com/oss/oncall) [COMMUNITY-TOOL] + - [Bank Vaults: Un Cuchillo Suizo para HashiCorp Vault en Kubernetes](https://github.com/bank-vaults/bank-vaults) ⭐ 2248 [COMMUNITY-TOOL] + - [ASCIIFlow](https://asciiflow.com/#) [COMMUNITY-TOOL] + ## CICD Pipelines ### GitOps #### Policy Enforcement - - **(2020)** [dev.to: Automating quality checks for Kubernetes YAMLs](https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A technical blueprint describing automated configuration pipeline testing using modern git hooks and validation platforms. Helps engineers automate linting policies directly in shared Git workflows. -## Cloud Native Infrastructure + - [dev.to: Automating quality checks for Kubernetes YAMLs](https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398) [COMMUNITY-TOOL] [GUIDE] β€” A technical blueprint describing automated configuration pipeline testing using modern git hooks and validation platforms. Helps engineers automate linting policies directly in shared Git workflows. +## Observability and Performance -### Service Mesh +### Kubernetes Internals -#### Istio Distributions +#### Autotuning -##### Red Hat OpenShift - - - **(2023)** [Maistra.io](https://maistra.io) [DOCUMENTATION] 🌟🌟🌟 [ENTERPRISE-STABLE] β€” The home portal for Maistra, the open-source upstream project that powers Red Hat OpenShift Service Mesh. Provides a tailored package of Istio, Jaeger, Kiali, and Envoy adapted specifically for multi-tenant, secure enterprise OpenShift deployments. -## Developer Tools - -### Terminal Systems - -#### AI Tooling - - - **(2025)** [Warp: The Agentic Development Environment](https://www.warp.dev) [COMMUNITY-TOOL] β€” Evaluates Warp, a Rust-based modern terminal platform embedding native AI workflows. Outlines command prediction, architectural collaboration features, and native agentic debugging directly from terminal logs. -## Operations and Management - -### Cluster Visualizers - -#### Octant - - - **(2023)** [octant.dev](https://octant.dev) [LEGACY] β€” A highly functional open-source developer tool by VMware, now archived. Focused on generating interactive visual relationship diagrams of active Kubernetes resources. -### Terminal Enhancements - -#### Kui - - - **(2024)** [**kui.tools**](https://kui.tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A hybrid CLI/GUI application that translates plain terminal commands into interactive graphs and visual widgets, bridging the gap between raw shells and heavy dashboards. + - [How Kruize Optimizes OpenShift Workloads](https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads#what_is_kruize_autotune_) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides a comprehensive overview of how Kruize Autotune optimizes resource efficiency in OpenShift and Kubernetes workloads. Evaluates real-time scaling mechanisms and automated recommendations to reduce resource waste. ## Orchestration ### Kubernetes +#### JSON Schema Databases + + - [github: Kubernetes JSON Schemas 🌟](https://github.com/instrumenta/kubernetes-json-schema) ⭐ 337 [LEGACY] β€” An automated repository of JSON Schemas extracted from official Kubernetes API definitions. While currently superseded by native validation tools, it remains an essential reference for editor integrations. #### Manifest Generation - - [k8syaml.com 🌟](https://k8syaml.com) 🌟🌟 [COMMUNITY-TOOL] β€” An interactive, web-based tool dedicated to synthesizing clean, boilerplate Kubernetes configurations. It simplifies complex manifest structural creation (Deployments, Services, and Ingress resources) to ease the onboarding of systems engineers. -## Platform Engineering + - [k8syaml.com 🌟](https://k8syaml.com) [COMMUNITY-TOOL] β€” An interactive, web-based tool dedicated to synthesizing clean, boilerplate Kubernetes configurations. It simplifies complex manifest structural creation (Deployments, Services, and Ingress resources) to ease the onboarding of systems engineers. +## Public Cloud Platforms -### AI Integration +### AWS -#### Coding Assistants +#### EKS Cost Optimization - - **(2025)** [**Claude Code in Action**](https://anthropic.skilljar.com/claude-code-in-action) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official training course by Anthropic showcasing the capabilities and CLI operations of Claude Code. Demonstrates how developers can utilize the terminal agent for code reviews, refactoring, automated testing, and execution-guided software development. -### CI-CD Pipelines +##### Spot Management -#### Enterprise Tooling + - [aws/aws-node-termination-handler 🌟](https://github.com/aws/aws-node-termination-handler) ⭐ 1755 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” High-efficiency agent ensuring EKS pod rescheduling during abrupt EC2 instance maintenance events, Spot interruptions, or ASG rebalance recommendations. Gracefully drains affected nodes, maintaining overall cluster operational reliability. +#### Resource Provisioning - - **(2024)** [PMEase QuickBuild](https://www.pmease.com) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A commercial continuous integration and release management system offering robust build configuration inheritance, graphical pipeline design, and extensive platform agent management. Favored by enterprises requiring complex build tree structures. -### Kubernetes Management + - [AWS Controllers for Kubernetes (ACK) 🌟](https://github.com/aws-controllers-k8s/community) ⭐ 2627 [DE FACTO STANDARD] β€” Official community hub and development ecosystem for ACK (AWS Controllers for Kubernetes). Enables teams to model and provision standard cloud resources like RDS databases, SQS queues, and S3 buckets directly using native Kubernetes YAML configurations. +## Public Cloud Providers -#### PaaS Solutions +### Azure Kubernetes Service AKS - - **(2024)** [**Devtron Labs: Devtron provides a 'seamless,’ 'implementation agnostic uniform interface' across Kubernetes Life Cycle integrated with most Opensource and commercial tools**](https://devtron.ai) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source, enterprise-grade Kubernetes dashboard and application management suite designed to abstract Kubernetes complexity. Combines CI/CD capabilities, security auditing, multi-cluster GitOps orchestration, and centralized logs into a unified, highly intuitive control plane. - - **(2024)** [Canine: A Developer-friendly PaaS for Kubernetes](https://canine.sh) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An ultra-lightweight, developer-friendly Platform-as-a-Service (PaaS) built on top of Kubernetes. Focuses on minimizing the friction of infrastructure management by automating container packaging, ingress configuration, and SSL provisioning for rapid app deployments. -## Security +#### Troubleshooting and Diagnostics -### Secrets Management - -#### Injection - - - **(2022)** [K8s Vault Webhook 🌟](https://ot-container-kit.github.io/k8s-vault-webhook) [DOCUMENTATION] [COMMUNITY-TOOL] β€” An admission webhook targeting automated HashiCorp Vault secrets injection inside pod templates. Replaces the necessity for heavy sidecar container orchestration inside lightweight pods. -## Software Delivery and Engineering - -### Continuous Integration - -#### Policy Enforcement (1) - - - **(2024)** [**datree.io**](https://www.datree.io) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source CLI-driven tool that scans Kubernetes manifests and Helm charts to verify compliance with operational guidelines and security benchmarks. Grounding shows how Datree can be executed within pre-commit hooks or CI/CD pipelines to prevent infrastructure misconfigurations. -## Software Engineering - -### Developer Experience - -#### AI Assisted Coding - -##### Cursor Documentation - - - **(2025)** [Cursor Bugbot Effort Levels Documentation](https://cursor.com/docs/bugbot#effort-levels) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official documentation explaining the Cursor Bugbot's dynamic execution tiering, balancing deep semantic analysis and token limits against codebase complexity metrics. + - [github.com/OvidiuBorlean/kubectl-windumps](https://github.com/OvidiuBorlean/kubectl-windumps) [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” A specialized kubectl plugin facilitating raw packet capturing on AKS Windows worker nodes. Live grounding indicates the repository has been inactive for over four years, yet it remains a valuable conceptual reference for troubleshooting deep TCP/IP anomalies on legacy Windows container deployments. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/kubernetes-troubleshooting.md b/v2-docs/kubernetes-troubleshooting.md index ad33b7ea..4bec0acf 100644 --- a/v2-docs/kubernetes-troubleshooting.md +++ b/v2-docs/kubernetes-troubleshooting.md @@ -3,23 +3,58 @@ !!! info "Architectural Context" Detailed reference for Kubernetes Troubleshooting in the context of The Container Stack. -## Observability +## Standard Reference -### Capacity Management + - [managedkube.com: Troubleshooting a Kubernetes ingress](https://managedkube.com/kubernetes/trace/ingress/service/port/not/matching/pod/k8sbot/2019/02/13/trace-ingress.html) [COMMUNITY-TOOL] + - [tennexas.com: Kubernetes Troubleshooting Examples](https://tennexas.com/kubernetes-troubleshooting-examples) [COMMUNITY-TOOL] + - [andydote.co.uk: The Problem with CPUs and Kubernetes](https://andydote.co.uk/2021/06/02/os-cpus-and-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: 6 Kubernetes Best Practices to Empower Devs to Troubleshoot](https://thenewstack.io/6-kubernetes-best-practices-to-empower-devs-to-troubleshoot) [COMMUNITY-TOOL] + - [thenewstack.io: Living with Kubernetes: Debug Clusters in 8 Commands 🌟](https://thenewstack.io/living-with-kubernetes-debug-clusters-in-8-commands) [COMMUNITY-TOOL] + - [freecodecamp.org: How to Simplify Kubernetes Troubleshooting](https://www.freecodecamp.org/news/how-to-simplify-kubernetes-troubleshooting) [COMMUNITY-TOOL] + - [itnext.io: Distroless Container Debugging on K8s/OpenShift](https://itnext.io/distroless-container-debugging-on-k8s-openshift-e418fd66fdad) [COMMUNITY-TOOL] + - [speakerdeck.com/mhausenblas (redhat): Troubleshooting Kubernetes apps](https://speakerdeck.com/mhausenblas/kubecologne-keynote-troubleshooting-kubernetes-apps) [COMMUNITY-TOOL] + - [blog.alexellis.io: How to Troubleshoot Applications on Kubernetes 🌟](https://blog.alexellis.io/troubleshooting-on-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: What David Flanagan Learned Fixing Kubernetes Clusters](https://thenewstack.io/what-david-flanagan-learned-fixing-kubernetes-clusters) [COMMUNITY-TOOL] + - [github.com/metaleapca: metaleap-k8s-troubleshooting.pdf](https://github.com/metaleapca/metaleap-k8s-troubleshooting/blob/main/metaleap-k8s-troubleshooting.pdf) ⭐ 40 [COMMUNITY-TOOL] + - [learnitguide.net: How To Troubleshoot Kubernetes Pods](https://www.learnitguide.net/2023/04/how-to-troubleshoot-kubernetes-pods.html) [COMMUNITY-TOOL] + - [learnitguide.net: How to Check Memory Usage of a Pod in Kubernetes?](https://www.learnitguide.net/2023/04/how-to-check-memory-usage-of-pod-in.html) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes Troubleshooting Primer](https://thenewstack.io/kubernetes-troubleshooting-primer) [COMMUNITY-TOOL] + - [groundcover.com: Failure Is an Option: How to Stay on Top of K8s Container' Events](https://www.groundcover.com/blog/k8s-container-events) [COMMUNITY-TOOL] + - [decisivedevops.com: Kubernetes Events β€” News feed of your cluster](https://decisivedevops.com/kubernetes-events-news-feed-of-your-kubernetes-cluster-826e08892d7a) [COMMUNITY-TOOL] + - [itnext.io: Tracing Pod2Pod Network Traffic in Kubernetes | Daniele Polencic](https://itnext.io/tracing-pod-to-pod-network-traffic-in-kubernetes-112523a325b2) [COMMUNITY-TOOL] + - [komodor.com: Exit Codes In Containers & Kubernetes – The Complete Guide 🌟](https://komodor.com/learn/exit-codes-in-containers-and-kubernetes-the-complete-guide) [COMMUNITY-TOOL] + - [devtron.ai: Troubleshoot: Pod Crashloopbackoff](https://devtron.ai/blog/troubleshoot_crashloopbackoff_pod) [COMMUNITY-TOOL] + - [erkanerol.github.io: I wish pods were fully restartable](https://erkanerol.github.io/post/restartable-pods) [COMMUNITY-TOOL] + - [komodor.com: Kubernetes CrashLoopBackOff Error: What It Is and How to Fix' It](https://komodor.com/learn/how-to-fix-crashloopbackoff-kubernetes-error) [COMMUNITY-TOOL] + - [OOMKilled in Kubernetes: Understanding and Preventing Hidden Memory Leaks](https://unixarena.com/2025/04/oomkilled-in-kubernetes-the-hidden-memory-leaks-youre-missing.html) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes Silent Pod Killer](https://itnext.io/kubernetes-silent-pod-killer-104e7c8054d9) [COMMUNITY-TOOL] + - [kubectl-debug](https://github.com/aylei/kubectl-debug) ⭐ 2306 [COMMUNITY-TOOL] + - [KDBG: Small Kubernetes debugging container](https://github.com/nvucinic/kdbg) ⭐ 36 [COMMUNITY-TOOL] + - [kinvolk.io](https://kinvolk.io) [COMMUNITY-TOOL] + - [StatusBay](https://github.com/similarweb/statusbay) ⭐ 387 [COMMUNITY-TOOL] + - [towardsdatascience.com: The Easiest Way to Debug Kubernetes Workloads](https://towardsdatascience.com/the-easiest-way-to-debug-kubernetes-workloads-ff2ff5e3cc75) [COMMUNITY-TOOL] + - [thorsten-hans.com: Debugging apps in Kubernetes with Bridge](https://www.thorsten-hans.com/debugging-apps-in-kubernetes-with-bridge) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: Bridge to Kubernetes (VSCode)](https://marketplace.visualstudio.com/items?itemName=mindaro.mindaro) [COMMUNITY-TOOL] + - [thenewstack.io: Living with Kubernetes: 12 Commands to Debug Your Workloads' 🌟](https://thenewstack.io/living-with-kubernetes-12-commands-to-debug-your-workloads) [COMMUNITY-TOOL] + - [opensource.googleblog.com: Introducing Ephemeral Containers](https://opensource.googleblog.com/2022/01/Introducing%20Ephemeral%20Containers.html) [COMMUNITY-TOOL] + - [linkedin.com: Kubernetes Ephemeral Containers | Bibin Wilson](https://www.linkedin.com/pulse/kubernetes-ephemeral-containers-bibin-wilson) [COMMUNITY-TOOL] + - [iximiuz.com: Kubernetes Ephemeral Containers and kubectl debug Command 🌟](https://iximiuz.com/en/posts/kubernetes-ephemeral-containers) [COMMUNITY-TOOL] + - [labs.iximiuz.com: How to work with container images using ctr](https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management) [COMMUNITY-TOOL] + - [github.com/airwallex: k8s-pod-restart-info-collector](https://github.com/airwallex/k8s-pod-restart-info-collector) [COMMUNITY-TOOL] + - [komodor.com](https://komodor.com) [COMMUNITY-TOOL] + - [komodor.com: Kubernetes Troubleshooting: The Complete Guide 🌟](https://komodor.com/learn/kubernetes-troubleshooting-the-complete-guide) [COMMUNITY-TOOL] + - [palaemon.io](https://palaemon.io) [COMMUNITY-TOOL] + - [iximiuz/cdebug](https://github.com/iximiuz/cdebug) ⭐ 1646 [COMMUNITY-TOOL] + - [felipecruz91/debug-ctr](https://github.com/felipecruz91/debug-ctr) ⭐ 52 [COMMUNITY-TOOL] -#### Kernel Internals - -##### Pod Throttling - - - **(2024)** [**CPU Limits in Kubernetes: Deep Dive into Pod Throttling and Kernel Interactions**](https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-deep-dive-lazarev-k3m7f?utm_source=share&utm_medium=member_android&utm_campaign=share_via) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep analysis of the Linux kernel's Completely Fair Scheduler (CFS) quotas and how they cause Kubernetes pod throttling despite low resource utilization. Indispensable for engineers diagnosing performance degradation under restrictive CPU limit settings. ## Observability and Performance ### Kubernetes Internals #### Resource Management - - **(2024)** [The Hidden CPU Throttling Crisis in Kubernetes Clusters](https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth analysis exposing the silent threat of CPU throttling inside Kubernetes clusters caused by rigid CFS quota management. Demonstrates how microservices suffer latency spikes even with low aggregate CPU consumption. + - [The Hidden CPU Throttling Crisis in Kubernetes Clusters](https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth analysis exposing the silent threat of CPU throttling inside Kubernetes clusters caused by rigid CFS quota management. Demonstrates how microservices suffer latency spikes even with low aggregate CPU consumption. --- -πŸ’‘ **Explore Related:** [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) | [Openshift](./openshift.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/kubernetes-tutorials.md b/v2-docs/kubernetes-tutorials.md index 3d698e95..f1afb015 100644 --- a/v2-docs/kubernetes-tutorials.md +++ b/v2-docs/kubernetes-tutorials.md @@ -3,14 +3,35 @@ !!! info "Architectural Context" Detailed reference for Kubernetes Tutorials in the context of Architectural Foundations. -## Platform Engineering +## Standard Reference -### CI-CD Pipelines + - [kubernetes.io: Kubernetes Tutorials](https://kubernetes.io/docs/tutorials) [COMMUNITY-TOOL] + - [devopscube.com: Kubernetes Tutorials For Beginners: Getting Started Guide](https://devopscube.com/kubernetes-tutorials-beginners) [COMMUNITY-TOOL] + - [cloud.google.com: kubernetes comic](https://cloud.google.com/kubernetes-engine/kubernetes-comic) [COMMUNITY-TOOL] + - [freecodecamp.org: The Kubernetes Handbook 🌟](https://www.freecodecamp.org/news/the-kubernetes-handbook) [COMMUNITY-TOOL] + - [youtube: Kubernetes Pods and ReplicaSets explained](https://www.youtube.com/playlist?list=PLy0Gle4XyvbGhGpX0CXAuiEsfL-MD-rND) [COMMUNITY-TOOL] + - [100 Days Of Kubernetes: 100daysofkubernetes.io](https://100daysofkubernetes.io) [COMMUNITY-TOOL] + - [youtube playlist: Thetips4you - Kubernetes Tutorial for Beginners](https://www.youtube.com/playlist?app=desktop&list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h) [COMMUNITY-TOOL] + - [youtube playlist: DevNation Lessons: Kubernetes Fundamentals](https://www.youtube.com/playlist?list=PLf3vm0UK6HKpOqIY2fcu_M0sCSpluyXMW) [COMMUNITY-TOOL] + - [amazee.io: Master the Fundamentals of K8s: Kubernetes 101 video series with' Jeff Geerling](https://www.amazee.io/blog/post/master-the-fundamentals-of-k8s) [COMMUNITY-TOOL] + - [dev.to: Kubernetes Crash Course for Absolute Beginners](https://dev.to/techworld_with_nana/kubernetes-crash-course-for-absolute-beginners-35pc) [COMMUNITY-TOOL] + - [dev.to: Let's Learn Kubernetes Series' Articles](https://dev.to/pghildiyal/series/14818) [COMMUNITY-TOOL] + - [youtube playlist: Tech World with Nana - Docker and Kubernetes Tutorial' for Beginners 🌟🌟](https://www.youtube.com/playlist?list=PLy7NrYWoggjwPggqtFsI_zMAwvG0SqYCb) [COMMUNITY-TOOL] + - [youtube playlist: Tech World with Nana - Complete Kubernetes Tutorial' for Beginners 🌟🌟🌟](https://www.youtube.com/playlist?list=PLy7NrYWoggjziYQIDorlXjTvvwweTYoNC) [COMMUNITY-TOOL] + - [omerbsezer/Fast-Kubernetes 🌟🌟](https://github.com/omerbsezer/Fast-Kubernetes) ⭐ 3308 [ENTERPRISE-STABLE] + - [javarevisited.blogspot.com: Top 5 Online Courses to Learn Kubernetes in' 2022 - Best of Lot](https://javarevisited.blogspot.com/2020/06/top-5-courses-to-learn-kubernetes-for-devops-and-certification.html) [COMMUNITY-TOOL] + - [youtube: Kubernetes for Sysadmins – Kelsey Hightower at PuppetConf 2016' 🌟🌟🌟](https://www.youtube.com/clip/UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3CSZ) [COMMUNITY-TOOL] + - [blog.getambassador.io: How to Learn Kubernetes: Prerequisites, Paths, and' Resources 🌟](https://blog.getambassador.io/how-to-learn-kubernetes-prerequisites-paths-and-resources-9e044daee185) [COMMUNITY-TOOL] + - [devopscube.com: How to Learn Kubernetes (Complete Roadmap) 🌟🌟🌟](https://devopscube.com/learn-kubernetes-complete-roadmap) [COMMUNITY-TOOL] + - [github.com/techiescamp/kubernetes-learning-path 🌟🌟](https://github.com/techiescamp/kubernetes-learning-path) [COMMUNITY-TOOL] + - [dev.to: Understanding Kubernetes: part 48 – Kubernetes 1.27 Changelog](https://dev.to/aurelievache/understanding-kubernetes-part-48-kubernetes-127-changelog-1alk) [COMMUNITY-TOOL] + - [Play with Kubernetes](https://labs.play-with-k8s.com) [COMMUNITY-TOOL] + - [javarevisited.blogspot.com: Top 5 Free Courses to Learn Kubernetes for Developers' and DevOps Engineers](https://javarevisited.blogspot.com/2019/01/top-5-free-kubernetes-courses-for-DevOps-Engineer.html) [COMMUNITY-TOOL] + - [kodekloud.com](https://kodekloud.com) [COMMUNITY-TOOL] + - [training.linuxfoundation.org: Introduction to Kubernetes (LFS158x)](https://training.linuxfoundation.org/training/introduction-to-kubernetes) [COMMUNITY-TOOL] + - [civo.com/academy 🌟🌟🌟](https://www.civo.com/academy) [COMMUNITY-TOOL] -#### Jenkins - - - **(2023)** [**Back of the Napkin Guide to Updating Jenkins**](https://www.jenkins.io/blog/2023/10/31/marc-s-napkin-upgrade-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly practical, pragmatic guide from a core Jenkins maintainer outlining safe upgrade strategies for Jenkins controllers and its complex plugin ecosystem. Reduces administrative friction by emphasizing snapshot backups, compatibility matrices, and staged canary verification. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/kubernetes.md b/v2-docs/kubernetes.md index 0a100480..405a82ca 100644 --- a/v2-docs/kubernetes.md +++ b/v2-docs/kubernetes.md @@ -3,14 +3,445 @@ !!! info "Architectural Context" Detailed reference for Kubernetes in the context of Architectural Foundations. -## Agentic Engineering +## Standard Reference -### Agentic Frameworks + - [techbeacon.com: 25 Kubernetes experts you should follow on Twitter](https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter) [COMMUNITY-TOOL] + - [enterprisersproject.com: Kubernetes: Everything you need to know (2020)' 🌟](https://enterprisersproject.com/article/2020/4/kubernetes-everything-you-need-know) [COMMUNITY-TOOL] + - [opensource.com: Explaining Kubernetes in 10 minutes using an analogy](https://opensource.com/article/20/7/kubernetes-analogy) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes is Hard! 🌟](https://itnext.io/kubernetes-is-hard-190f1d0c6d36) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes Is the New Standard for Computing, Including' the Edge](https://thenewstack.io/kubernetes-is-the-new-standard-for-computing-including-the-edge) [COMMUNITY-TOOL] + - [thenewstack.io: How does kubernetes work?](https://thenewstack.io/how-does-kubernetes-work) [COMMUNITY-TOOL] + - [enterprisersproject.com: How to explain Kubernetes in plain English](https://enterprisersproject.com/article/2017/10/how-explain-kubernetes-plain-english) [COMMUNITY-TOOL] + - [maximilianmichels.com: Kubernetes in a Nutshell: 10 Things You Need to Know](https://maximilianmichels.com/2021/kubernetes-what-you-need-to-know) [COMMUNITY-TOOL] + - [thenewstack.io: Kubernetes Lifecycle Management! So Important! (Day 0, Day' 1, Day 2) 🌟](https://thenewstack.io/kubernetes-lifecycle-management-so-important-what-does-it-mean) [COMMUNITY-TOOL] + - [opensource.com: A beginner's guide to Kubernetes container orchestration](https://opensource.com/article/20/6/container-orchestration) [COMMUNITY-TOOL] + - [luminousmen.com: Kubernetes 101](https://luminousmen.com/post/kubernetes-101) [COMMUNITY-TOOL] + - [css-tricks.com: Kubernetes Explained Simply: Containers, Pods and Images](https://css-tricks.com/kubernetes-explained-simply-containers-pods-and-images) [COMMUNITY-TOOL] + - [auth0.com: Kubernetes Tutorial - Step by Step Introduction to Basic Concepts](https://auth0.com/blog/kubernetes-tutorial-step-by-step-introduction-to-basic-concepts) [COMMUNITY-TOOL] + - [thenewstack.io: Why developers should learn kubernetes](https://thenewstack.io/why-developers-should-learn-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: This Week in Programming: Kubernetes from Day One? 🌟](https://thenewstack.io/this-week-in-programming-kubernetes-from-day-one) [COMMUNITY-TOOL] + - [thenewstack.io: Monolithic Development Practices Kill Powerful Kubernetes' Benefits 🌟🌟](https://thenewstack.io/monolithic-development-practices-kill-powerful-kubernetes-benefits) [COMMUNITY-TOOL] + - [dev.to: Getting Started Tutorial for Learning Kubernetes 🌟](https://dev.to/chefgs/getting-started-tutorial-for-learning-kubernetes-455e) [COMMUNITY-TOOL] + - [dev.to: How to start with Kubernetes for begginer](https://dev.to/dhirajpatra/how-to-start-with-kubernetes-for-begginer-309e) [COMMUNITY-TOOL] + - [docs.google.com: Kubernetes For Everyone](https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit) [COMMUNITY-TOOL] + - [hackernoon.com: The Ultimate Beginners Guide To Kubernetes and Container' Orchestration](https://hackernoon.com/the-ultimate-beginners-guide-to-kubernetes-and-container-orchestration-5d83354y) [COMMUNITY-TOOL] + - [weave.works: Kubernetes components that make up its architecture 🌟](https://www.weave.works/blog/kubernetes-components-that-makeup-its-architecture) [COMMUNITY-TOOL] + - [learnsteps.com: How Kubernetes works on reconciler pattern 🌟](https://www.learnsteps.com/how-kubernetes-works-on-a-reconciler-pattern) [COMMUNITY-TOOL] + - [learnsteps.com: What is a control plane? Basics on Kubernetes](https://www.learnsteps.com/what-is-a-control-plane-what-do-people-mean-by-this-basics-on-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: Living with Kubernetes: Cluster Upgrades 🌟](https://thenewstack.io/living-with-kubernetes-cluster-upgrades) [COMMUNITY-TOOL] + - [thenewstack.io: 5 Things Developers Need to Know About Kubernetes Management](https://thenewstack.io/5-things-developers-need-to-know-about-kubernetes-management) [COMMUNITY-TOOL] + - [How to handle environment variables with Kubernetes? 🌟](https://humanitec.com/blog/handling-environment-variables-with-kubernetes) [COMMUNITY-TOOL] + - [weave.works: The Definitive Guide to Kubernetes in Production 🌟🌟](https://www.weave.works/blog/the-definitive-guide-to-kubernetes-in-production) [COMMUNITY-TOOL] + - [thenewstack.io: What Workloads Do Businesses Run on Kubernetes?](https://thenewstack.io/what-workloads-do-businesses-run-on-kubernetes) [COMMUNITY-TOOL] + - [itnext.io: The subtleties of ensuring zero downtime during pod lifecycle' events in Kubernetes](https://itnext.io/the-subtleties-of-ensuring-zero-downtime-during-pod-lifecycle-events-in-kubernetes-6461c12f7736) [COMMUNITY-TOOL] + - [tutorialworks.com: The differences between Docker, containerd, CRI-O and' runc](https://www.tutorialworks.com/difference-docker-containerd-runc-crio-oci) [COMMUNITY-TOOL] + - [thenewstack.io: The New Stack’s Top Kubernetes Stories of 2021](https://thenewstack.io/the-new-stacks-top-kubernetes-stories-of-2021) [COMMUNITY-TOOL] + - [learnsteps.com: Kubernetes: What to learn from a long term perspective](https://www.learnsteps.com/kubernetes-what-to-learn-from-a-long-term-perspective) [COMMUNITY-TOOL] + - [learnsteps.com: What is kubelet and what it does: Basics on Kubernetes](https://www.learnsteps.com/what-is-kubelet-and-what-it-does-basics-on-kubernetes) [COMMUNITY-TOOL] + - [opensource.com: A guide to Kubernetes architecture](https://opensource.com/article/22/2/kubernetes-architecture) [COMMUNITY-TOOL] + - [kubesphere.io: Kubernetes High Availability Essential Practices Simply' Explained](https://kubesphere.io/blogs/k8s-ha-practices) [COMMUNITY-TOOL] + - [cloudtechtwitter.com: KubeApiServer components 🌟](https://www.cloudtechtwitter.com/2022/04/kubeapiserver.html) [COMMUNITY-TOOL] + - [marcusnoble.co.uk: Managing Kubernetes without losing your cool 🌟](https://marcusnoble.co.uk/2022-07-04-managing-kubernetes-without-losing-your-cool) [COMMUNITY-TOOL] + - [cloudtechtwitter.com: Introduction to Kubernetes 🌟](https://www.cloudtechtwitter.com/2022/05/dont-miss-next-article-be-first-to-be.html) [COMMUNITY-TOOL] + - [spiceworks.com: How to Get Started With Kubernetes the Right Way: DevOps' Experts Weigh In 🌟](https://www.spiceworks.com/tech/cloud/articles/how-to-get-started-with-kubernetes) [COMMUNITY-TOOL] + - [dev.to: What Problem Is Kubernetes Actually Trying To Solve? 🌟](https://dev.to/thenjdevopsguy/what-problem-is-kubernetes-actually-trying-to-solve-3g1n) [COMMUNITY-TOOL] + - [developers.redhat.com: Kubernetes 101 for developers: Names, ports, YAML' files, and more](https://developers.redhat.com/articles/2022/08/30/kubernetes-101-developers-names-ports-yaml-files-and-more) [COMMUNITY-TOOL] + - [Top 5 kubernetes challenges and their solutions](https://middleware.io/blog/kubernetes-challenges-and-solutions) [COMMUNITY-TOOL] + - [thenewstack.io: Don’t Pause Your Kubernetes Adoption ― PaaS It Instead!](https://thenewstack.io/dont-pause-your-kubernetes-adoption-paas-it-instead) [COMMUNITY-TOOL] + - [enterprisersproject.com: A 15-minute primer on Kubernetes](https://enterprisersproject.com/article/2022/11/15-minute-primer-kubernetes) [COMMUNITY-TOOL] + - [spacelift.io: What Is Kubernetes Architecture? – Components Overview](https://spacelift.io/blog/kubernetes-architecture) [COMMUNITY-TOOL] + - [blog.frankel.ch: Back to basics: accessing Kubernetes pods](https://blog.frankel.ch/basics-access-kubernetes-pods) [COMMUNITY-TOOL] + - [blogs.opentext.com: Understanding Kubernetes within containers](https://blogs.opentext.com/understanding-kubernetes-within-containers) [COMMUNITY-TOOL] + - [techtarget.com: How many Kubernetes nodes should be in a cluster? 🌟🌟🌟](https://www.techtarget.com/searchitoperations/answer/How-many-Kubernetes-nodes-should-be-in-a-cluster) [COMMUNITY-TOOL] + - [dev.to: Why Developers Should Learn Docker and Kubernetes in 2023 🌟](https://dev.to/javinpaul/why-developers-should-learn-docker-and-kubernetes-in-2023-4hof) [COMMUNITY-TOOL] + - [dev.to: Build my own Kubernetes journey (10 Part Series) | Jonatan Ezron](https://dev.to/jonatan5524/build-my-own-kubernetes-journey-1a3j) [COMMUNITY-TOOL] + - [thenewstack.io: Why Kubernetes Has Emerged as the β€˜OS’ of the Cloud](https://thenewstack.io/why-kubernetes-has-emerged-as-the-os-of-the-cloud) [COMMUNITY-TOOL] + - [aws.amazon.com: Kubernetes as a platform vs. Kubernetes as an API 🌟🌟](https://aws.amazon.com/blogs/containers/kubernetes-as-a-platform-vs-kubernetes-as-an-api-2) [COMMUNITY-TOOL] + - [dev.to: Kubernetes 101, part I, the fundamentals | Leandro ProenΓ§a](https://dev.to/leandronsp/kubernetes-101-part-i-the-fundamentals-23a1) [COMMUNITY-TOOL] + - [thenewstack.io: A Platform for Kubernetes](https://thenewstack.io/a-platform-for-kubernetes) [COMMUNITY-TOOL] + - [devopscube.com: Kubernetes Daemonset: A Comprehensive Guide](https://devopscube.com/kubernetes-daemonset) [COMMUNITY-TOOL] + - [linkedin.com: DAY 01: Kubernetes : Understanding Architecture, Components,' Installation and Configuration](https://www.linkedin.com/pulse/day-01-kubernetes-understanding-architecture-anup-ghattikar) [COMMUNITY-TOOL] + - 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[Scheduling Profiles](https://kubernetes.io/docs/reference/scheduling/profiles) [COMMUNITY-TOOL] + - [Introducing PodTopologySpread plugin](https://kubernetes.io/blog/2020/05/introducing-podtopologyspread) [COMMUNITY-TOOL] + - [cdk8s.io](https://cdk8s.io) [COMMUNITY-TOOL] + - [AWS: Introducing CDK for Kubernetes](https://aws.amazon.com/blogs/containers/introducing-cdk-for-kubernetes) [COMMUNITY-TOOL] + - [jsonnet data templating language](https://github.com/google/jsonnet/tree/master/case_studies/kubernetes) ⭐ 7517 [ENTERPRISE-STABLE] + - [aquasec.com: Kubernetes Federation: The Basics and a 5-Step Tutorial](https://www.aquasec.com/cloud-native-academy/kubernetes-in-production/kubernetes-federation) [COMMUNITY-TOOL] + - [Red Hat OLM](https://github.com/operator-framework/operator-lifecycle-manager) ⭐ 1856 [COMMUNITY-TOOL] + - [kubernetes.io: Kubernetes-in-Kubernetes and the WEDOS PXE bootable server' farm](https://kubernetes.io/blog/2021/12/22/kubernetes-in-kubernetes-and-pxe-bootable-server-farm) [COMMUNITY-TOOL] + - [Kubernetes Scripts](https://github.com/eldada/kubernetes-scripts) [COMMUNITY-TOOL] + - [Get applied and effective apiVersion from Kubernetes objects](https://gist.github.com/ninlil/affbf7514d4e74c7634e77f47e172236) [COMMUNITY-TOOL] + - [itnext.io: Automating System Updates for Kubernetes Clusters using Ansible](https://itnext.io/automating-system-updates-for-kubernetes-clusters-using-ansible-94a70f4e1972) [COMMUNITY-TOOL] + - [itnext.io: Embracing failures and cutting infrastructure costs: Spot instances' in Kubernetes](https://itnext.io/embracing-failures-and-cutting-infrastructure-costs-spot-instances-in-kubernetes-6976781beacc) [COMMUNITY-TOOL] + - [cynet.com: Incident Report Plan (IRP)](https://www.cynet.com/incident-response/incident-response-plan) [COMMUNITY-TOOL] + - [kubermatic.com: A Framework for Kubernetes Incident Response](https://www.kubermatic.com/blog/a-framework-for-kubernetes-incident-response) [COMMUNITY-TOOL] + - [CKAD-Bookmarks](https://github.com/reetasingh/CKAD-Bookmarks) ⭐ 294 [COMMUNITY-TOOL] + - [itnext.io: Tips & Tricks for CKA, CKAD and CKS exams](https://itnext.io/tips-tricks-for-cka-ckad-and-cks-exams-cc9dade1f76d) [COMMUNITY-TOOL] + - [bmuschko/ckad-crash-course: Certified Kubernetes Application Developer (CKAD)' Crash Course](https://github.com/bmuschko/ckad-crash-course) [COMMUNITY-TOOL] + - [jamesbuckett/ckad-questions](https://github.com/jamesbuckett/ckad-questions) ⭐ 207 [COMMUNITY-TOOL] + - [CKAD Example Question with Tips & Tricks](https://www.youtube.com/watch?v=wHha-Q3XVOg&ab_channel=DanLister) [COMMUNITY-TOOL] + - [bmuschko/ckad-prep](https://github.com/bmuschko/ckad-prep) [COMMUNITY-TOOL] + - [Do Kubernetes Certs Prepare You For Real-World Production?](https://packetpushers.net/podcasts/kubernetes-unpacked/ku046-do-kubernetes-certs-prepare-you-for-real-world-production) [COMMUNITY-TOOL] + - [mattias.engineer/courses/kubernetes: Certified Kubernetes Application' Developer (CKAD)](https://mattias.engineer/courses/kubernetes) [COMMUNITY-TOOL] + - [Kubernetes 101](https://leanpub.com/kubernetes-101) [COMMUNITY-TOOL] + - [ubuntuask.com: Best New Kubernetes Books](https://ubuntuask.com/blog/best-new-kubernetes-books) [COMMUNITY-TOOL] + - [Container Security](https://www.amazon.com/gp/product/1492056707) [COMMUNITY-TOOL] + - [digitalocean.com: From Containers to Kubernetes with Node.js eBook](https://www.digitalocean.com/community/books/from-containers-to-kubernetes-with-node-js-ebook) [COMMUNITY-TOOL] + - [Kubernetes Tutorial: Learn the Basics](https://dev.to/scalyr/kubernetes-tutorial-learn-the-basics-and-get-started-5dgh) [COMMUNITY-TOOL] + - [Complete Kubernetes Course](https://www.youtube.com/watch?v=0KQndcIedeg) [COMMUNITY-TOOL] + - [javarevisited.blogspot.com: Top 5 courses to Learn Docker and Kubernetes' in 2020 - Best of Lot](https://javarevisited.blogspot.com/2019/05/top-5-courses-to-learn-docker-and-kubernetes-for-devops.html) [COMMUNITY-TOOL] + - [container-security.site: PCI Container Orchestration Guidance for Kubernetes](https://www.container-security.site/defenders/PCI_Container_Orchestration_Guidance.html) [COMMUNITY-TOOL] + - [kubernetes.slack.com](https://kubernetes.slack.com) [COMMUNITY-TOOL] -#### Skills Integration - - - **(2024)** [Level Up Your Agents: Announcing Google's Official Skills Repository](https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Google's official skills repository and toolkit for modular agentic development. -Live Grounding: Delivers pre-integrated capabilities and action templates allowing Enterprise Gemini Agents to dynamically execute API operations, retrieve structured data, and handle multi-step workflows. ## Cloud Infrastructure ### Orchestration @@ -18,83 +449,14 @@ Live Grounding: Delivers pre-integrated capabilities and action templates allowi #### Cluster Resource Management - **(2022)** [Allocatable memory and CPU in Kubernetes Nodes 🌟](https://learnkube.com/allocatable-resources) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Technical breakdown of node allocatable resources in Kubernetes. Explains how `kube-reserved`, `system-reserved`, and eviction thresholds reduce physical capacity available for user pods. -#### Managed Kubernetes - - - **(2022)** [**learnk8s.io/research: Comparison of Kubernetes managed services 🌟**](https://learnkube.com/research) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Comprehensive comparison matrix evaluating key metrics of major managed Kubernetes engines, mapping out scalability limits, upgrade strategies, and CNI setups. -### Service Mesh - -#### Istio Mesh - - - **(2026)** [==Istio.io==](https://istio.io) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier open-source service mesh providing advanced traffic management, end-to-end security, and granular observability. Uses Envoy proxies (via sidecars or Ambient mode) to secure and manage microservice fabrics. -## Cloud Native - -### Kubernetes (1) - -#### Fleet Management - - - **(2025)** [Limitless Kubernetes Scaling for AI and Data-intensive Workloads: The AKS Fleet Strategy](http://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensive-Workloads) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep dives into Azure Kubernetes Service (AKS) Fleet Manager strategies to run multi-cluster AI workloads. Outlines global routing, high-density scheduling optimizations, and cross-cluster resource synchronization required for distributed training. ## Cloud Native Architecture ### Orchestration (1) #### Kubernetes Pod Lifecycle - - **(2021)** [**K8s prevent queue worker Pod from being killed during deployment**](https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployment-4252ea7c13f6) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Provides concrete technical implementation strategies to prevent abrupt termination of active queue worker Pods during rolling Kubernetes updates. It details the effective utilization of `preStop` hooks and graceful shutdown signals within Pod specifications. It ensures zero-loss processing of long-running asynchronous messages. -## Cloud-Native Infrastructure - -### GitOps and Declarative Delivery - -#### Argo Project Ecosystem - - - **(2026)** [ArgoCon North America 2026 Call for Proposals](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon/#call-for-proposals) [ADVANCED LEVEL] 🌟🌟🌟 [EMERGING] β€” Curator Insight: Direct portal to community sessions, submissions, and emerging patterns for the Argo GitOps suite in 2026. Live Grounding: Acts as the primary standard gathering point for Kubernetes GitOps continuous delivery. Keeps teams abreast of cutting-edge development paths in orchestration. -## GitOps and Continuous Delivery - -### Deployment Strategies - -#### Blue-Green - - - **(2022)** [==semaphoreci.com: Continuous Blue-Green Deployments With Kubernetes 🌟==](https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly-rated technical guide illustrating step-by-step implementation of automated Blue-Green deployments within a Kubernetes cluster. Details traffic switching using Kubernetes Services and ingress resources, highlighting rollback procedures and pipeline workflow integration. -### Progressive Delivery - -#### Theory - - - **(2024)** [**harness.io: Progressive Delivery: Everything You Need to Know**](https://www.harness.io/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A masterclass resource explaining the evolutionary shift from standard continuous delivery to progressive delivery. Explains integration of automated canary releases with advanced deployment patterns, metrics monitoring, and developer self-service. -## Infrastructure - -### Cluster Provisioning - -#### Canonical Juju - - - **(2026)** [**Conjure up**](https://canonical.com/juju) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The canonical toolset for automating cloud operations using Juju charms. Simplifies the installation of Charmed Kubernetes clusters across various clouds. Note: Conjure-up has been fully integrated and evolved directly into Canonical Juju's primary modeling environment. -### Containerization - -#### Kernel Internals - - - **(2023)** [**Controlling Process Resources with Linux Control Groups (cgroups)**](https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A deep, interactive laboratory walk-through demonstrating how Linux Control Groups (cgroups) throttle and isolate system resources. Crucial baseline knowledge for understanding container limits in Kubernetes. -## Networking - -### Ingress - -#### Azure AGC - -##### Istio Integration - - - **(2025)** [**Application Gateway for Containers: Istio Integration**](https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A modern engineering analysis detailing the integration of Azure Application Gateway for Containers (AGC) with an internal Istio service mesh topology. Focuses on seamless north-south traffic routing and end-to-end TLS bridging configurations inside Azure cloud architectures. -## Platform Engineering - -### CI-CD Security - -#### Azure DevOps - - - **(2025)** [Dependabot Version Updates in Azure DevOps](https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical guide explaining the installation and automated orchestration of Dependabot-style dependency scanning and automated PR version updates within Azure DevOps repositories. Written in Spanish. [SPANISH CONTENT] -## Security - -### Identity Management - -#### Cloud Integration - - - **(2025)** [**From Zero to Hero with Identity and Access Control in Azure Kubernetes Service**](https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-identity-and-access-control-in-azure-kubernetes-service/4386350) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Architect blueprint for managing Microsoft Entra ID integration in Azure Kubernetes Service. Live Grounding: Walks through configuring fine-grained identity federation and replacing Kubernetes cluster roles with enterprise Azure AD mappings. + - [K8s prevent queue worker Pod from being killed during deployment](https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployment-4252ea7c13f6) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Provides concrete technical implementation strategies to prevent abrupt termination of active queue worker Pods during rolling Kubernetes updates. It details the effective utilization of `preStop` hooks and graceful shutdown signals within Pod specifications. It ensures zero-loss processing of long-running asynchronous messages. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/kustomize.md b/v2-docs/kustomize.md index 582d189e..20ae5518 100644 --- a/v2-docs/kustomize.md +++ b/v2-docs/kustomize.md @@ -3,6 +3,25 @@ !!! info "Architectural Context" Detailed reference for Kustomize in the context of Hardened Infrastructure. +## Standard Reference + + - [kustomize.io 🌟](https://kustomize.io) [COMMUNITY-TOOL] + - [kubernetes.io: Introducing kustomize; Template-free Configuration Customization' for Kubernetes](https://kubernetes.io/blog/2018/05/29/introducing-kustomize-template-free-configuration-customization-for-kubernetes) [COMMUNITY-TOOL] + - [Declarative Management of Kubernetes Objects Using Kustomize](https://kubernetes.io/docs/tasks/manage-kubernetes-objects/kustomization) [COMMUNITY-TOOL] + - [Kubestack Gitops Framework](https://github.com/kbst/terraform-kubestack) ⭐ 711 [COMMUNITY-TOOL] + - [3 ways to customize off-the-shelf Helm charts with Kustomize - Kubernetes](https://tech.aabouzaid.com/2020/09/3-ways-to-customize-off-the-shelf-helm-charts-with-kustomize-kubernetes.html) [COMMUNITY-TOOL] + - [blog.stack-labs.com: Kustomize - The right way to do templating in Kubernetes](https://blog.stack-labs.com/code/kustomize-101) [COMMUNITY-TOOL] + - [opensource.com: Modify your Kubernetes manifests with Kustomize](https://opensource.com/article/21/6/kustomize-kubernetes) [COMMUNITY-TOOL] + - [dev.to: Introduction to Kustomize - How to customize Kubernetes objects' kubernetes](https://dev.to/katiatalhi/introduction-to-kustomize-how-to-customize-kubernetes-objects-3e08) [COMMUNITY-TOOL] + - [mirantis.com: Kustomize Tutorial: Creating a Kubernetes app out of multiple' pieces](https://www.mirantis.com/blog/introduction-to-kustomize-part-1-creating-a-kubernetes-app-out-of-multiple-pieces) [COMMUNITY-TOOL] + - [tech.aabouzaid.com: Set OpenAPI patch strategy for Kubernetes Custom Resources' - Kustomize](https://tech.aabouzaid.com/2022/11/set-openapi-patch-strategy-for-kubernetes-custom-resources-kustomize.html) [COMMUNITY-TOOL] + - [github.com/kostis-codefresh: How to Model Your Gitops Environments with' kustomize 🌟](https://github.com/kostis-codefresh/gitops-environment-promotion) [COMMUNITY-TOOL] + - [dev.to: Kubernetes Kustomize Tutorial: A Beginner-Friendly Developer Guide!](https://dev.to/pavanbelagatti/kubernetes-kustomize-tutorial-a-beginner-friendly-developer-guide-322n) [COMMUNITY-TOOL] + - [devopscube.com/kustomize-tutorial: Kustomize Tutorial: Comprehensive Guide' For Beginners 🌟](https://devopscube.com/kustomize-tutorial) [COMMUNITY-TOOL] + - [itnext.io: Generating, transforming, and patching Kubernetes configuration' with Kustomize](https://itnext.io/generating-transforming-and-patching-kubernetes-configuration-with-kustomize-fb7b02476a1b) [COMMUNITY-TOOL] + - [Secretize 🌟](https://github.com/bbl/secretize) ⭐ 71 [COMMUNITY-TOOL] + - [itnext.io: Helm Is Not Enough, You Also Need Kustomize](https://itnext.io/helm-is-not-enough-you-also-need-kustomize-82bae896816e) [COMMUNITY-TOOL] + ## Networking ### Ingress @@ -11,8 +30,8 @@ ##### Kustomize Deployments - - **(2020)** [blog.tomarrell.com: Kustomize: Traefik v2.2 as a Kubernetes Ingress Controller](https://blog.tomarrell.com/post/traefik_v2_on_kubernetes) 🌟🌟 [LEGACY] β€” An operations blog outlining Traefik v2.2 deployment using Kustomize overlays. Although the specific Traefik CRD API versions are legacy, the architectural structure of managing ingress with Kustomize remains highly educational. + - [blog.tomarrell.com: Kustomize: Traefik v2.2 as a Kubernetes Ingress Controller](https://blog.tomarrell.com/post/traefik_v2_on_kubernetes) [LEGACY] β€” An operations blog outlining Traefik v2.2 deployment using Kustomize overlays. Although the specific Traefik CRD API versions are legacy, the architectural structure of managing ingress with Kustomize remains highly educational. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/linux-dev-env.md b/v2-docs/linux-dev-env.md index 999a341d..363778f3 100644 --- a/v2-docs/linux-dev-env.md +++ b/v2-docs/linux-dev-env.md @@ -3,14 +3,23 @@ !!! info "Architectural Context" Detailed reference for Linux Dev Env in the context of Developer Ecosystem. -## Developer Experience +## Standard Reference -### Local Environment + - [Using WSL and MobaXterm to Create a Linux Dev Environment on Windows](https://nickjanetakis.com/blog/using-wsl-and-mobaxterm-to-create-a-linux-dev-environment-on-windows) [COMMUNITY-TOOL] + - [Setting Up Docker for Windows and WSL to Work Flawlessly](https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly) [COMMUNITY-TOOL] + - [Take your Linux development experience in Windows to the next level with WSL and Visual Studio Code Remote](https://devblogs.microsoft.com/commandline/take-your-linux-development-experience-in-windows-to-the-next-level-with-wsl-and-visual-studio-code-remote) [COMMUNITY-TOOL] + - [kubernetes.io: WSL+Docker: Kubernetes on the Windows Desktop 🌟](https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-desktop) [COMMUNITY-TOOL] + - [Ubuntu on WSL 2 Is Generally Available 🌟](https://ubuntu.com/blog/ubuntu-on-wsl-2-is-generally-available) [COMMUNITY-TOOL] + - [Microsoft Makes it Easier to Install WSL on Windows 10 🌟](https://www.omgubuntu.co.uk/2020/06/microsoft-wsl-install-command) [COMMUNITY-TOOL] + - [itnext.io: WSL2 Tips: Limit CPU/Memory When using Docker](https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f) [COMMUNITY-TOOL] + - [Distro installation added to WSL --install in Windows 10 insiders preview build 20246](https://devblogs.microsoft.com/commandline/distro-installation-added-to-wsl-install-in-windows-10-insiders-preview-build-20246) [COMMUNITY-TOOL] + - [dev.to: Install Docker on Windows (WSL) without Docker Desktop 🌟](https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m9) [COMMUNITY-TOOL] + - [bleepingcomputer.com: Windows 11 can now install WSL from the Microsoft' Store 🌟](https://www.bleepingcomputer.com/news/microsoft/windows-11-can-now-install-wsl-from-the-microsoft-store) [COMMUNITY-TOOL] + - [Windows Terminal 1.0](https://devblogs.microsoft.com/commandline/windows-terminal-1-0) [COMMUNITY-TOOL] + - [Windows Package Manager CLI (aka winget)](https://github.com/microsoft/winget-cli) ⭐ 25901 [DE FACTO STANDARD] + - [cmder 🌟](https://cmder.net) [COMMUNITY-TOOL] -#### Version Management - - - **(2026)** [==asdf version manager (asdf-vm)==](https://asdf-vm.com) [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An extensible, multi-language version manager capable of centralizing tool runtimes through a unified CLI configuration file (`.tool-versions`). Eliminates environmental drift across localized developer workspaces by managing multiple CLI toolchains via a modular plugin architecture. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/linux.md b/v2-docs/linux.md index b2034cfb..3b829d0f 100644 --- a/v2-docs/linux.md +++ b/v2-docs/linux.md @@ -9,99 +9,66 @@ #### Command Line Utilities - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [neovim](https://neovim.io) | | Command Line Utilities | English | 🌟🌟🌟🌟🌟 | - | [openvim.com](https://openvim.com) | | Command Line Utilities | English | 🌟🌟🌟🌟 | - | [thevaluable.dev: A Vim Guide for Advanced Users](https://thevaluable.dev/vim-advanced) | | Command Line Utilities | English | 🌟🌟🌟🌟 | - | [redhat.com: Recursive Vim macros: One step further into automating repetitive tasks](https://www.redhat.com/en/blog/recursive-vim-macros) | | Command Line Utilities | English | 🌟🌟🌟 | - | [blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux](https://blog.ashwinchat.com/9-months-of-full-time-vim) | | Command Line Utilities | English | 🌟🌟🌟 | - - - **(2025)** [==neovim==](https://neovim.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A modern, highly extensible refactoring of Vim designed to address extensibility, performance, and maintenance limitations. Written with Lua as a first-class scripting language, it supports asynchronous architecture and modern LSP configurations. Double-Evidence: While Vim is historically classic, live grounding establishes Neovim as the standard command-line IDE of choice for modern cloud engineers and platform developers due to its active community and high-performance LSP ecosystem. - - **(2024)** [**openvim.com**](https://openvim.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An interactive, web-based sandbox designed to teach basic Vim command sequences interactively in a simulated terminal environment. Includes step-by-step navigation, editing, and file save challenges. Double-Evidence: The sandbox simplifies the steep Vim learning curve; live grounding confirms it is the premier recommendation for developers wanting immediate hands-on practice without configuring local filesystems. - - **(2023)** [**thevaluable.dev: A Vim Guide for Advanced Users**](https://thevaluable.dev/vim-advanced) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An advanced technical guide exploring productivity optimizations inside Vim. Details complex keyboard mappings, custom buffers, multiple window controls, script customization, and terminal integration techniques. Double-Evidence: The guide teaches professional editing patterns, and live grounding validates it as a crucial reference for cloud administrators seeking to maximize terminal editing throughput without resorting to heavy IDEs. - **(2023)** [redhat.com: Recursive Vim macros: One step further into automating repetitive tasks](https://www.redhat.com/en/blog/recursive-vim-macros) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A specialized tutorial detailing the construction and execution of recursive Vim macros to automate complex, repetitive text editing workflows across massive data structures. Double-Evidence: It explains functional scripting within Vim registers, while live grounding verifies its applicability for database administrators and platform engineers format-cleansing large configuration blocks or CSV logs directly in the terminal. - - **(2023)** [blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux](https://blog.ashwinchat.com/9-months-of-full-time-vim) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” A developer's personal case study evaluating the operational gains, transition challenges, and configuration tuning of migrating entirely to Neovim paired with Tmux for daily software development. Double-Evidence: This report shares real-world performance metrics; live grounding confirms that combining terminal multiplexers like Tmux with modern Neovim environments is a premier strategy for maintaining fast, remote-friendly dev loops. + - [thevaluable.dev: A Vim Guide for Advanced Users](https://thevaluable.dev/vim-advanced) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” An advanced technical guide exploring productivity optimizations inside Vim. Details complex keyboard mappings, custom buffers, multiple window controls, script customization, and terminal integration techniques. Double-Evidence: The guide teaches professional editing patterns, and live grounding validates it as a crucial reference for cloud administrators seeking to maximize terminal editing throughput without resorting to heavy IDEs. + - [openvim.com](https://openvim.com) [ENTERPRISE-STABLE] β€” An interactive, web-based sandbox designed to teach basic Vim command sequences interactively in a simulated terminal environment. Includes step-by-step navigation, editing, and file save challenges. Double-Evidence: The sandbox simplifies the steep Vim learning curve; live grounding confirms it is the premier recommendation for developers wanting immediate hands-on practice without configuring local filesystems. + - [neovim](https://neovim.io) [DE FACTO STANDARD] β€” A modern, highly extensible refactoring of Vim designed to address extensibility, performance, and maintenance limitations. Written with Lua as a first-class scripting language, it supports asynchronous architecture and modern LSP configurations. Double-Evidence: While Vim is historically classic, live grounding establishes Neovim as the standard command-line IDE of choice for modern cloud engineers and platform developers due to its active community and high-performance LSP ecosystem. + - [blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux](https://blog.ashwinchat.com/9-months-of-full-time-vim) [CASE STUDY] [COMMUNITY-TOOL] β€” A developer's personal case study evaluating the operational gains, transition challenges, and configuration tuning of migrating entirely to Neovim paired with Tmux for daily software development. Double-Evidence: This report shares real-world performance metrics; live grounding confirms that combining terminal multiplexers like Tmux with modern Neovim environments is a premier strategy for maintaining fast, remote-friendly dev loops. #### Knowledge Management - - **(2024)** [==VimWiki==](https://github.com/vimwiki/vimwiki) ⭐ 9405 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An incredibly powerful, native Vim plugin that transforms Vim into a personal wiki engine. It manages plain-text files, automates list formatting, links diary entries, and exports to HTML dynamically. Double-Evidence: The repository establishes local, high-speed terminal note-taking; live grounding shows it is a legendary choice for terminal-based power users who value zero-latency knowledge capture. + - [VimWiki](https://github.com/vimwiki/vimwiki) ⭐ 9405 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An incredibly powerful, native Vim plugin that transforms Vim into a personal wiki engine. It manages plain-text files, automates list formatting, links diary entries, and exports to HTML dynamically. Double-Evidence: The repository establishes local, high-speed terminal note-taking; live grounding shows it is a legendary choice for terminal-based power users who value zero-latency knowledge capture. ### Linux Operating Systems #### Enterprise Distributions - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [centos.org: Comparing Centos Linux and CentOS Stream](https://www.centos.org/cl-vs-cs) | | Enterprise Distributions | English | 🌟🌟🌟🌟 | - | [makeuseof.com: The 4 Best RHEL-Based Alternatives to CentOS](https://www.makeuseof.com/best-centos-alternatives) | | Enterprise Distributions | English | 🌟🌟🌟 | - | [makeuseof.com: The 7 Best Red Hat-Based Linux Distributions](https://www.makeuseof.com/best-red-hat-based-linux-distros) | | Enterprise Distributions | English | 🌟🌟🌟 | - | [arstechnica.com: CentOS is goneβ€”but RHEL is now free for up to 16 production servers](https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for-up-to-16-production-servers) | | Enterprise Distributions | English | 🌟🌟🌟 | - | [arstechnica.com: Why Red Hat killed CentOSβ€”a CentOS board member speaks](https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-brian-exelbierd-speaks) | | Enterprise Distributions | English | 🌟🌟🌟 | - | [zdnet.com: Red Hat introduces free RHEL for open-source, non-profit organizations](https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations) | | Enterprise Distributions | English | 🌟🌟🌟 | - - - **(2023)** [**centos.org: Comparing Centos Linux and CentOS Stream**](https://www.centos.org/cl-vs-cs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” The official CentOS project guide clarifying the technical distinctions, release cadences, and build pipelines between the deprecated downstream CentOS Linux and the continuous-delivery upstream CentOS Stream. Double-Evidence: This primary reference clarifies development cycles; live grounding confirms CentOS Stream now acts as the sandbox for subsequent major RHEL releases. - - **(2023)** [makeuseof.com: The 4 Best RHEL-Based Alternatives to CentOS](https://www.makeuseof.com/best-centos-alternatives) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An evaluation of top enterprise-ready Linux distributions that emerged or expanded to fill the void left by CentOS, detailing AlmaLinux, Rocky Linux, Oracle Linux, and Springdale. Double-Evidence: It outlines direct binary compatibility with RHEL; live grounding confirms Rocky Linux and AlmaLinux have successfully established themselves as de facto standards for bare-metal and high-performance computing clusters. - - **(2023)** [makeuseof.com: The 7 Best Red Hat-Based Linux Distributions](https://www.makeuseof.com/best-red-hat-based-linux-distros) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A broad evaluation of the RHEL-based ecosystem, surveying major operating systems built on Red Hat's codebase and explaining how package management (RPM/DNF) and security layers (SELinux) are integrated. Double-Evidence: The guide details enterprise desktop and server profiles; live grounding confirms that RHEL-derived systems dominate enterprise infrastructure, virtualization host bases, and private clouds. - - **(2021)** [arstechnica.com: CentOS is goneβ€”but RHEL is now free for up to 16 production servers](https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for-up-to-16-production-servers) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Detailed reporting on Red Hat's post-CentOS pivot, introducing a free tier of Red Hat Enterprise Linux (RHEL) for small-scale production workloads (up to 16 servers) and open-source teams. Double-Evidence: The report details Red Hat's developer program expansion; live grounding shows this model was deployed to mitigate developer migration toward Debian or Ubuntu LTS. - - **(2021)** [arstechnica.com: Why Red Hat killed CentOSβ€”a CentOS board member speaks](https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-brian-exelbierd-speaks) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An in-depth interview providing the internal business logic and architectural motivations behind Red Hat's termination of classic CentOS in favor of CentOS Stream as an upstream platform. Double-Evidence: This primary-source perspective details Red Hat's strategy, while live grounding shows the global infrastructure community initially reacted with deep skepticism, restructuring their long-term virtualization plans. - - **(2021)** [zdnet.com: Red Hat introduces free RHEL for open-source, non-profit organizations](https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Focuses on Red Hat's licensing expansion, providing zero-cost RHEL subscriptions to non-profit organizations and open-source development groups to retain active community contributions. Double-Evidence: This reporting reviews the policy shift; live grounding notes that despite these offers, many non-profit infrastructure pools ultimately migrated to fully community-driven alternatives to avoid license lock-in. - **(2023)** [infoworld.com: Red Hat’s crime against CentOS](https://www.infoworld.com/article/2261531/red-hats-crime-against-centos.html) 🌟🌟 [COMMUNITY-TOOL] β€” An analytical article discussing the intense industry backlash and architectural implications of Red Hat's decision to shift CentOS from a downstream stable release to CentOS Stream. Double-Evidence: This commentary explores the disruption of historical IT infrastructures, and live grounding highlights this historical shift as the primary catalyst for the rise of Rocky Linux and AlmaLinux. - - **(2021)** [genbeta.com: Red Hat Enterprise Linux lanza una versiΓ³n a bajo costo para llegar a mΓ‘s pΓΊblico de sectores de investigaciΓ³n y acadΓ©mico](https://www.genbeta.com/actualidad/red-hat-enterprise-linux-lanza-version-a-costo-para-llegar-a-publico-sectores-investigacion-academico) [SPANISH CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Cobertura en espaΓ±ol de la estrategia de Red Hat para ofrecer suscripciones RHEL de bajo costo dirigidas a sectores acadΓ©micos y de investigaciΓ³n cientΓ­fica, facilitando el acceso a entornos corporativos estables. Double-Evidence: Esta noticia documenta la expansiΓ³n acadΓ©mica de RHEL; el anΓ‘lisis en tiempo real confirma su relevancia histΓ³rica para laboratorios y universidades de habla hispana que buscaban alternativas oficiales a CentOS. [SPANISH CONTENT] + - [arstechnica.com: CentOS is goneβ€”but RHEL is now free for up to 16 production' servers](https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for-up-to-16-production-servers) [COMMUNITY-TOOL] β€” Detailed reporting on Red Hat's post-CentOS pivot, introducing a free tier of Red Hat Enterprise Linux (RHEL) for small-scale production workloads (up to 16 servers) and open-source teams. Double-Evidence: The report details Red Hat's developer program expansion; live grounding shows this model was deployed to mitigate developer migration toward Debian or Ubuntu LTS. + - [arstechnica.com: Why Red Hat killed CentOSβ€”a CentOS board member speaks](https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-brian-exelbierd-speaks) [COMMUNITY-TOOL] β€” An in-depth interview providing the internal business logic and architectural motivations behind Red Hat's termination of classic CentOS in favor of CentOS Stream as an upstream platform. Double-Evidence: This primary-source perspective details Red Hat's strategy, while live grounding shows the global infrastructure community initially reacted with deep skepticism, restructuring their long-term virtualization plans. + - [zdnet.com: Red Hat introduces free RHEL for open-source, non-profit organizations](https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations) [COMMUNITY-TOOL] β€” Focuses on Red Hat's licensing expansion, providing zero-cost RHEL subscriptions to non-profit organizations and open-source development groups to retain active community contributions. Double-Evidence: This reporting reviews the policy shift; live grounding notes that despite these offers, many non-profit infrastructure pools ultimately migrated to fully community-driven alternatives to avoid license lock-in. + - [genbeta.com: Red Hat Enterprise Linux lanza una versiΓ³n a bajo costo para' llegar a mΓ‘s pΓΊblico de sectores de investigaciΓ³n y acadΓ©mico](https://www.genbeta.com/actualidad/red-hat-enterprise-linux-lanza-version-a-costo-para-llegar-a-publico-sectores-investigacion-academico) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Cobertura en espaΓ±ol de la estrategia de Red Hat para ofrecer suscripciones RHEL de bajo costo dirigidas a sectores acadΓ©micos y de investigaciΓ³n cientΓ­fica, facilitando el acceso a entornos corporativos estables. Double-Evidence: Esta noticia documenta la expansiΓ³n acadΓ©mica de RHEL; el anΓ‘lisis en tiempo real confirma su relevancia histΓ³rica para laboratorios y universidades de habla hispana que buscaban alternativas oficiales a CentOS. [SPANISH CONTENT] + - [makeuseof.com: The 4 Best RHEL-Based Alternatives to CentOS](https://www.makeuseof.com/best-centos-alternatives) [COMMUNITY-TOOL] [GUIDE] β€” An evaluation of top enterprise-ready Linux distributions that emerged or expanded to fill the void left by CentOS, detailing AlmaLinux, Rocky Linux, Oracle Linux, and Springdale. Double-Evidence: It outlines direct binary compatibility with RHEL; live grounding confirms Rocky Linux and AlmaLinux have successfully established themselves as de facto standards for bare-metal and high-performance computing clusters. + - [centos.org: Comparing Centos Linux and CentOS Stream](https://www.centos.org/cl-vs-cs) [ENTERPRISE-STABLE] [LEGACY] β€” The official CentOS project guide clarifying the technical distinctions, release cadences, and build pipelines between the deprecated downstream CentOS Linux and the continuous-delivery upstream CentOS Stream. Double-Evidence: This primary reference clarifies development cycles; live grounding confirms CentOS Stream now acts as the sandbox for subsequent major RHEL releases. + - [makeuseof.com: The 7 Best Red Hat-Based Linux Distributions](https://www.makeuseof.com/best-red-hat-based-linux-distros) [COMMUNITY-TOOL] [GUIDE] β€” A broad evaluation of the RHEL-based ecosystem, surveying major operating systems built on Red Hat's codebase and explaining how package management (RPM/DNF) and security layers (SELinux) are integrated. Double-Evidence: The guide details enterprise desktop and server profiles; live grounding confirms that RHEL-derived systems dominate enterprise infrastructure, virtualization host bases, and private clouds. ### Secure Infrastructure Access #### Secure Shell and Access Gateways - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [gravitational.com: How to SSH Properly 🌟](https://goteleport.com/blog/how-to-ssh-properly) | | Secure Shell and Access Gateways | English | 🌟🌟🌟🌟 | - | [commandlinefu.com/commands/matching/ssh](https://www.commandlinefu.com/commands/browse/commands/matching/ssh/c3No/sort-by-votes) | | Secure Shell and Access Gateways | English | 🌟🌟🌟🌟 | - | [19 Common SSH Commands In Linux With Examples](https://phoenixnap.com/kb/linux-ssh-commands) | | Secure Shell and Access Gateways | English | 🌟🌟🌟 | - | [paepper.com: How to properly manage ssh keys for server access](https://www.paepper.com/blog/posts/how-to-properly-manage-ssh-keys-for-server-access) | | Secure Shell and Access Gateways | English | 🌟🌟🌟 | - | [How to use SSH properly and what is SSH Agent Forwarding](https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32) | | Secure Shell and Access Gateways | English | 🌟🌟🌟 | - | [opensource.com: Bypass your Linux firewall with SSH over HTTP](https://opensource.com/article/20/7/linux-shellhub) | | Secure Shell and Access Gateways | English | 🌟🌟🌟 | - | [TΓΊneles SSH](https://atareao.es/ubuntu/tuneles-ssh) | | Secure Shell and Access Gateways | Spanish | 🌟🌟🌟 | - - **(2024)** [**gravitational.com: How to SSH Properly 🌟**](https://goteleport.com/blog/how-to-ssh-properly) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A masterclass in modern SSH engineering, detailing security-first server configurations, cryptographic key selections, agent forwarding hazards, and auditing strategies. Double-Evidence: Highlighting cryptographic hygiene, live grounding confirms this Teleport guide remains a legendary reference for cloud architects designing secure remote-management access systems. - **(2024)** [**commandlinefu.com/commands/matching/ssh**](https://www.commandlinefu.com/commands/browse/commands/matching/ssh/c3No/sort-by-votes) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A community-curated, voting-driven repository of complex, real-world SSH command-line recipes and shell tricks. Covers advanced topics like reverse tunnels, visual bandwidth monitors, and multiplexed connections. Double-Evidence: Highlighting diverse community hacks, live grounding confirms its value as an exceptional repository of unconventional, highly optimized terminal strategies for complex networking tasks. - - **(2023)** [19 Common SSH Commands In Linux With Examples](https://phoenixnap.com/kb/linux-ssh-commands) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A highly structured reference guide presenting standard SSH command variations, detailing tunneling parameters, remote command execution, port forwarding, and file transfers using SCP and SFTP. Double-Evidence: It lists basic syntax, and live grounding confirms its ongoing utility as a reliable, fast-reference sheet for platform operators troubleshooting remote cloud instances. - - **(2023)** [paepper.com: How to properly manage ssh keys for server access](https://www.paepper.com/blog/posts/how-to-properly-manage-ssh-keys-for-server-access) 🌟🌟🌟 [GUIDE] [LEGACY] β€” A clear architectural overview detailing best practices for generating, rotating, and managing SSH keys. Discusses ED25519 vs RSA, key expiration policies, and central registry automation. Double-Evidence: The post details key rotation workflows, and live grounding confirms its high relevance for operations seeking to phase out legacy key infrastructures in favor of modern security compliance models. - - **(2022)** [How to use SSH properly and what is SSH Agent Forwarding](https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An architectural deep-dive analyzing the inner workings and severe security vulnerabilities of SSH agent forwarding, detailing safe alternatives like ProxyJump and ProxyCommand configurations. Double-Evidence: It warns of agent-hijacking attack vectors; live grounding confirms this guide is critical for security engineers enforcing strict zero-trust bastion host patterns. - - **(2020)** [opensource.com: Bypass your Linux firewall with SSH over HTTP](https://opensource.com/article/20/7/linux-shellhub) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A technical guide exploring how to encapsulate SSH connections inside HTTP/HTTPS protocols using ShellHub, enabling secure connection establishment through restrictive outbound corporate firewalls. Double-Evidence: While typical firewalls block standard SSH port 22, live grounding confirms HTTP encapsulation is a robust method to manage edge-gateways, IoT fleets, and remote microservice installations located in isolated networks. - **(2019)** [TΓΊneles SSH](https://atareao.es/ubuntu/tuneles-ssh) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Una guΓ­a exhaustiva en espaΓ±ol que detalla la creaciΓ³n de tΓΊneles SSH locales, remotos y dinΓ‘micos (SOCKS5), optimizando la transmisiΓ³n segura de datos a travΓ©s de redes inseguras. Double-Evidence: El artΓ­culo detalla las configuraciones bΓ‘sicas de redirecciΓ³n de puertos; el anΓ‘lisis en tiempo real confirma que es una referencia tΓ©cnica invaluable para administradores de sistemas hispanohablantes que buscan dominar la redirecciΓ³n segura de puertos. [SPANISH CONTENT] - - **(2023)** [Auto-SSH for Linux security](https://github.com/mohanad86/secure-ssh-python) 🌟🌟 [COMMUNITY-TOOL] β€” A lightweight python-based wrapper designed to manage, secure, and automate SSH connections, preventing session dropouts and hardening connection authentication parameters dynamically. Double-Evidence: This utility provides automated terminal tunnels, while live grounding indicates it serves as an excellent reference for custom connection-recovery scripts inside edge-computing and remote node installations. - - **(2023)** [Grant-Revoke-ssh-access](https://github.com/suraksha-123/Grant-Revoke-ssh-access) 🌟🌟 [COMMUNITY-TOOL] β€” A security-focused shell scripting utility designed to automate user provisioning, key assignment, and subsequent access revocation across distributed Linux server deployments. Double-Evidence: This tool simplifies standard access controls, while live grounding suggests it is best suited for small-scale operations that do not yet warrant complex Identity and Access Management (IAM) platforms or SSH CA infrastructures. + - [19 Common SSH Commands In Linux With Examples](https://phoenixnap.com/kb/linux-ssh-commands) [COMMUNITY-TOOL] [GUIDE] β€” A highly structured reference guide presenting standard SSH command variations, detailing tunneling parameters, remote command execution, port forwarding, and file transfers using SCP and SFTP. Double-Evidence: It lists basic syntax, and live grounding confirms its ongoing utility as a reliable, fast-reference sheet for platform operators troubleshooting remote cloud instances. + - [Auto-SSH for Linux security](https://github.com/mohanad86/secure-ssh-python) [COMMUNITY-TOOL] β€” A lightweight python-based wrapper designed to manage, secure, and automate SSH connections, preventing session dropouts and hardening connection authentication parameters dynamically. Double-Evidence: This utility provides automated terminal tunnels, while live grounding indicates it serves as an excellent reference for custom connection-recovery scripts inside edge-computing and remote node installations. + - [Grant-Revoke-ssh-access](https://github.com/suraksha-123/Grant-Revoke-ssh-access) [COMMUNITY-TOOL] β€” A security-focused shell scripting utility designed to automate user provisioning, key assignment, and subsequent access revocation across distributed Linux server deployments. Double-Evidence: This tool simplifies standard access controls, while live grounding suggests it is best suited for small-scale operations that do not yet warrant complex Identity and Access Management (IAM) platforms or SSH CA infrastructures. + - [How to use SSH properly and what is SSH Agent Forwarding](https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32) [COMMUNITY-TOOL] [GUIDE] β€” An architectural deep-dive analyzing the inner workings and severe security vulnerabilities of SSH agent forwarding, detailing safe alternatives like ProxyJump and ProxyCommand configurations. Double-Evidence: It warns of agent-hijacking attack vectors; live grounding confirms this guide is critical for security engineers enforcing strict zero-trust bastion host patterns. + - [opensource.com: Bypass your Linux firewall with SSH over HTTP](https://opensource.com/article/20/7/linux-shellhub) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A technical guide exploring how to encapsulate SSH connections inside HTTP/HTTPS protocols using ShellHub, enabling secure connection establishment through restrictive outbound corporate firewalls. Double-Evidence: While typical firewalls block standard SSH port 22, live grounding confirms HTTP encapsulation is a robust method to manage edge-gateways, IoT fleets, and remote microservice installations located in isolated networks. + - [paepper.com: How to properly manage ssh keys for server access](https://www.paepper.com/blog/posts/how-to-properly-manage-ssh-keys-for-server-access) [GUIDE] [LEGACY] β€” A clear architectural overview detailing best practices for generating, rotating, and managing SSH keys. Discusses ED25519 vs RSA, key expiration policies, and central registry automation. Double-Evidence: The post details key rotation workflows, and live grounding confirms its high relevance for operations seeking to phase out legacy key infrastructures in favor of modern security compliance models. ## Cloud Infrastructure ### Storage and Backup #### Data Synchronization - - **(2026)** [==Rclone 🌟🌟🌟==](https://rclone.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight positions Rclone as the ultimate utility for managing and syncing objects on cloud storage providers. Live Grounding highlights its robust support for over 40 cloud environments and deep integration with automated CI/CD enterprise pipelines. It remains the undisputed industry standard for multi-cloud storage synchronization. + - [Rclone 🌟🌟🌟](https://rclone.org) [DE FACTO STANDARD] β€” Curator Insight positions Rclone as the ultimate utility for managing and syncing objects on cloud storage providers. Live Grounding highlights its robust support for over 40 cloud environments and deep integration with automated CI/CD enterprise pipelines. It remains the undisputed industry standard for multi-cloud storage synchronization. ## Development Tools ### Build Systems #### Task Orchestration - - **(2021)** [**makefiletutorial.com 🌟**](https://makefiletutorial.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight presents a comprehensive interactive guide to GNU Make templates and rules. Live Grounding reveals that despite the evolution of newer languages, Makefiles remain the primary orchestrator for local software builds, linting tasks, and container generation flows across GitHub. A vital master-reference for any software engineer. + - [makefiletutorial.com 🌟](https://makefiletutorial.com) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight presents a comprehensive interactive guide to GNU Make templates and rules. Live Grounding reveals that despite the evolution of newer languages, Makefiles remain the primary orchestrator for local software builds, linting tasks, and container generation flows across GitHub. A vital master-reference for any software engineer. ### Productivity Utilities #### Terminal Sharing - - **(2022)** [opensource.com: Record your terminal session with Asciinema](https://opensource.com/article/22/1/record-terminal-session-asciinema) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details asciinema for recording CLI sessions into lightweight, text-based logs instead of video. Live Grounding confirms asciinema's position as the de facto standard for writing interactive documentation, capturing runbook operations, and producing sharing-friendly terminal logs. Indispensable for remote team engineering documentation. + - [opensource.com: Record your terminal session with Asciinema](https://opensource.com/article/22/1/record-terminal-session-asciinema) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details asciinema for recording CLI sessions into lightweight, text-based logs instead of video. Live Grounding confirms asciinema's position as the de facto standard for writing interactive documentation, capturing runbook operations, and producing sharing-friendly terminal logs. Indispensable for remote team engineering documentation. ### Source Control #### Structural Diffing - - **(2026)** [**difftastic.wilfred.me.uk**](https://difftastic.wilfred.me.uk) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight introduces Difftastic as an intelligent CLI diff tool that compares files based on their syntax tree instead of individual line changes. Live Grounding highlights its increasing integration as a Git diff driver, significantly reducing false positive changes in structured payloads (JSON, Rust, Go). Highly recommended for software development efficiency. + - [difftastic.wilfred.me.uk](https://difftastic.wilfred.me.uk) [ENTERPRISE-STABLE] β€” Curator Insight introduces Difftastic as an intelligent CLI diff tool that compares files based on their syntax tree instead of individual line changes. Live Grounding highlights its increasing integration as a Git diff driver, significantly reducing false positive changes in structured payloads (JSON, Rust, Go). Highly recommended for software development efficiency. #### Visual Diffing - - **(2020)** [opensource.com: Don't love diff? Use Meld instead](https://opensource.com/article/20/3/meld) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight presents Meld as a highly visual diff and merge application for comparing files and directories. Live Grounding showcases its continuous integration into modern Git environments as an intuitive tool for resolving merge conflicts. It remains a reliable desktop alternative for development teams looking for deeper side-by-side file visualizations. + - [opensource.com: Don't love diff? Use Meld instead](https://opensource.com/article/20/3/meld) [COMMUNITY-TOOL] β€” Curator Insight presents Meld as a highly visual diff and merge application for comparing files and directories. Live Grounding showcases its continuous integration into modern Git environments as an intuitive tool for resolving merge conflicts. It remains a reliable desktop alternative for development teams looking for deeper side-by-side file visualizations. ## Enterprise Administration ### Career @@ -113,20 +80,20 @@ #### Skill Assessment - - **(2020)** [trimstray/test-your-sysadmin-skills](https://github.com/trimstray/test-your-sysadmin-skills) ⭐ 11594 [ADVANCED LEVEL] 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” An intensive, community-curated collection of questions covering Linux, networking, security, databases, and deployment pipelines. Though now largely static, it remains a fantastic benchmarking framework for engineering roles. + - [trimstray/test-your-sysadmin-skills](https://github.com/trimstray/test-your-sysadmin-skills) ⭐ 11594 [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” An intensive, community-curated collection of questions covering Linux, networking, security, databases, and deployment pipelines. Though now largely static, it remains a fantastic benchmarking framework for engineering roles. ## Infrastructure ### Artifact Management #### Content Distribution - - **(2026)** [**pulpproject.org**](https://pulpproject.org) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An enterprise-grade platform for managing, hosting, and distributing software packages and repositories. Supports multiple content types including RPM, Debian, Python, and Docker containers, enabling internal mirror creation and life-cycle management. + - [pulpproject.org](https://pulpproject.org) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An enterprise-grade platform for managing, hosting, and distributing software packages and repositories. Supports multiple content types including RPM, Debian, Python, and Docker containers, enabling internal mirror creation and life-cycle management. ### Container Orchestration #### Docker Practices - - **(2016)** [Wait until Your Dockerized Database Is Ready before Continuing](https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-before-continuing) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides an architectural solution for container startup synchronization, solving the common race condition where application containers boot faster than their database dependencies. Features a shell-based polling mechanism using pg_isready and Netcat as a robust alternative to basic sleeps. - - **(2020)** [github.com/nickjj/wait-until](https://github.com/nickjj/wait-until) ⭐ 65 🌟🌟 [COMMUNITY-TOOL] β€” A lightweight shell script designed to block execution until a specific TCP port or command becomes available. Useful in CI/CD pipelines and Docker Compose environments to ensure sequential container initialization, though maintenance has slowed. + - [Wait until Your Dockerized Database Is Ready before Continuing](https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-before-continuing) [COMMUNITY-TOOL] β€” Provides an architectural solution for container startup synchronization, solving the common race condition where application containers boot faster than their database dependencies. Features a shell-based polling mechanism using pg_isready and Netcat as a robust alternative to basic sleeps. + - [github.com/nickjj/wait-until](https://github.com/nickjj/wait-until) ⭐ 65 [COMMUNITY-TOOL] β€” A lightweight shell script designed to block execution until a specific TCP port or command becomes available. Useful in CI/CD pipelines and Docker Compose environments to ensure sequential container initialization, though maintenance has slowed. ### Containerization #### Kernel Internals @@ -141,68 +108,63 @@ #### Disk Image Manipulation - - **(2024)** [**Guestfish**](https://libguestfs.org/guestfish.1.html) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Guestfish is an interactive shell for editing virtual machine disk images without booting the VM. Leveraging libguestfs, it provides direct, safe, and scriptable access to filesystem structures within various disk formats, making it highly valuable for cloud-init pre-provisioning and automated recovery pipelines. - **(2021)** [redhat.com: How to customize VM and cloud images with guestfish](https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive technical guide demonstrating how to use guestfish to inject files, modify configurations, and customize virtual machine disk images. This walk-through focuses on streamlining cloud-init preparations and automating golden image generation workflows. + - [Guestfish](https://libguestfs.org/guestfish.1.html) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Guestfish is an interactive shell for editing virtual machine disk images without booting the VM. Leveraging libguestfs, it provides direct, safe, and scriptable access to filesystem structures within various disk formats, making it highly valuable for cloud-init pre-provisioning and automated recovery pipelines. #### Hypervisors - - **(2025)** [**github.com/cyberus-technology/virtualbox-kvm: KVM Backend for VirtualBox 🌟**](https://github.com/cyberus-technology/virtualbox-kvm) ⭐ 1109 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A powerful extension that enables VirtualBox to run using Linux's native KVM hypervisor instead of its proprietary kernel module. Greatly simplifies virtual machine configurations on Linux systems. + - [github.com/cyberus-technology/virtualbox-kvm: KVM Backend for VirtualBox' 🌟](https://github.com/cyberus-technology/virtualbox-kvm) ⭐ 1109 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A powerful extension that enables VirtualBox to run using Linux's native KVM hypervisor instead of its proprietary kernel module. Greatly simplifies virtual machine configurations on Linux systems. ## Linux Operating System ### File System #### Data Synchronization (1) - - **(2021)** [**tecmint.com: 10 Practical Examples of Rsync Command in Linux**](https://www.tecmint.com/rsync-local-remote-file-synchronization-commands) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight walks through key operational examples of `rsync` for localized and remote file transfers. Live Grounding illustrates its long-lived prominence in backups, deployment syncs, and delta transfers due to its peerless delta-transfer algorithm. An essential tool in any cloud administrator's standard toolkit. + - [tecmint.com: 10 Practical Examples of Rsync Command in Linux](https://www.tecmint.com/rsync-local-remote-file-synchronization-commands) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight walks through key operational examples of `rsync` for localized and remote file transfers. Live Grounding illustrates its long-lived prominence in backups, deployment syncs, and delta transfers due to its peerless delta-transfer algorithm. An essential tool in any cloud administrator's standard toolkit. #### Diagnostics - - **(2021)** [**tecmint.com: How to Find Recent or Today’s Modified Files in Linux 🌟**](https://www.tecmint.com/find-recent-modified-files-in-linux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight outlines advanced search syntax to locate files modified on specific timelines. Live Grounding demonstrates how this logic is crucial for forensic auditing, security analysis, and storage cleanup scripts. A highly practical approach to diagnosing system state mutations and unexpected storage consumption. + - [tecmint.com: How to Find Recent or Today’s Modified Files in Linux 🌟](https://www.tecmint.com/find-recent-modified-files-in-linux) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight outlines advanced search syntax to locate files modified on specific timelines. Live Grounding demonstrates how this logic is crucial for forensic auditing, security analysis, and storage cleanup scripts. A highly practical approach to diagnosing system state mutations and unexpected storage consumption. #### Directory Comparison - **(2021)** [commandlinefu.com: Compare directories via diff](https://www.commandlinefu.com/commands/browse/commands/view/9116/compare-directories-via-diff) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight provides clean syntax rules for using standard `diff` to compare directory structures. Live Grounding confirms this remains a rapid, zero-dependency technique to cross-verify local directory synchronization or deployment states directly via remote CLI. #### Metadata Diagnostics - - **(2021)** [opensource.com: Check file status on Linux with the stat command](https://opensource.com/article/21/8/linux-stat-file-status) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight introduces the `stat` command for deep-dive analysis of file and file system status. Live Grounding showcases its usage in automated build scripts to retrieve Unix permission masks and precise inode creation timestamps. Key for scripting accurate state and modification tracking. + - [opensource.com: Check file status on Linux with the stat command](https://opensource.com/article/21/8/linux-stat-file-status) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight introduces the `stat` command for deep-dive analysis of file and file system status. Live Grounding showcases its usage in automated build scripts to retrieve Unix permission masks and precise inode creation timestamps. Key for scripting accurate state and modification tracking. #### Search Tools - - **(2021)** [linuxtechlab.com: Search a file in Linux using Find & Locate command](https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight contrasts the real-time search capabilities of `find` with the database-indexed retrieval speed of `locate`. Live Grounding shows that while modern tools like `fd` offer faster performance, `find` is guaranteed to be present across POSIX environments. Essential knowledge for writing highly compatible system shell scripts. + - [linuxtechlab.com: Search a file in Linux using Find & Locate command](https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight contrasts the real-time search capabilities of `find` with the database-indexed retrieval speed of `locate`. Live Grounding shows that while modern tools like `fd` offer faster performance, `find` is guaranteed to be present across POSIX environments. Essential knowledge for writing highly compatible system shell scripts. #### Storage Auditing - - **(2021)** [opensource.com: Check used disk space on Linux with du](https://opensource.com/article/21/7/check-disk-space-linux-du) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight explores the usage of the classic `du` disk usage command. Live Grounding confirms that while interactive visual tools like `ncdu` offer faster user-level navigation, `du` is highly integrated into automated cron scripts and storage alerting webhooks due to its guaranteed presence in default installations. - - **(2021)** [tecmint.com: 10 Useful du (Disk Usage) Commands to Find Disk Usage of Files and Directories](https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists useful command structures for `du` (disk usage). Live Grounding demonstrates how these flags enable immediate identification of heavy directories during emergency low-disk alerts. Essential for rapid remote shell diagnostics. -### Kernel and Hardware - -#### Log Analysis - - - **(2021)** [blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with examples](https://blog.ycrash.io/2021/06/28/dmesg-unix-linux-command-beginners-introduction-with-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details how `dmesg` can be used to read the kernel ring buffer for hardware event diagnostics. Live Grounding highlights its critical role in debugging out-of-memory (OOM) events, hardware interface driver issues, and virtualization state changes. Essential for system administrators and platform engineering roles. + - [opensource.com: Check used disk space on Linux with du](https://opensource.com/article/21/7/check-disk-space-linux-du) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight explores the usage of the classic `du` disk usage command. Live Grounding confirms that while interactive visual tools like `ncdu` offer faster user-level navigation, `du` is highly integrated into automated cron scripts and storage alerting webhooks due to its guaranteed presence in default installations. + - [tecmint.com: 10 Useful du (Disk Usage) Commands to Find Disk Usage of Files' and Directories](https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight lists useful command structures for `du` (disk usage). Live Grounding demonstrates how these flags enable immediate identification of heavy directories during emergency low-disk alerts. Essential for rapid remote shell diagnostics. ### Productivity Utilities (1) #### Modern CLI - - **(2021)** [**itsfoss.com/exa**](https://itsfoss.com/exa) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight highlights `exa` as a feature-rich, Rust-based alternative to the standard `ls` command. Live Grounding points out that `exa` has been unmaintained since 2023, and the active community has successfully pivoted to its official, fully-supported fork `eza`. This article serves as excellent context on the evolution of Rust-based command line tools. + - [itsfoss.com/exa](https://itsfoss.com/exa) [ENTERPRISE-STABLE] β€” Curator Insight highlights `exa` as a feature-rich, Rust-based alternative to the standard `ls` command. Live Grounding points out that `exa` has been unmaintained since 2023, and the active community has successfully pivoted to its official, fully-supported fork `eza`. This article serves as excellent context on the evolution of Rust-based command line tools. ### System Administration #### Comprehensive Guides - - **(2022)** [**dev.to: 50 Linux Commands every developer NEED to know with example**](https://dev.to/kanani_nirav/50-linux-commands-every-developer-need-to-know-with-example-mc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight organizes 50 critical Linux commands that every software developer must master. Live Grounding confirms this as a top-tier learning asset for onboarding developers, providing concise syntax examples for file operations, networking, and permission configurations. Essential for baseline systems engineering fluency. - - **(2021)** [**freecodecamp.org: The Linux Command Handbook 🌟**](https://www.freecodecamp.org/news/the-linux-commands-handbook) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight compiles a comprehensive handbook of core Linux commands. Live Grounding highlights its enduring popularity as a foundational learning asset for new DevOps engineers. Serves as an excellent unified cheat sheet and training baseline for systems engineering teams. + - [freecodecamp.org: The Linux Command Handbook 🌟](https://www.freecodecamp.org/news/the-linux-commands-handbook) [ENTERPRISE-STABLE] β€” Curator Insight compiles a comprehensive handbook of core Linux commands. Live Grounding highlights its enduring popularity as a foundational learning asset for new DevOps engineers. Serves as an excellent unified cheat sheet and training baseline for systems engineering teams. + - [dev.to: 50 Linux Commands every developer NEED to know with example](https://dev.to/kanani_nirav/50-linux-commands-every-developer-need-to-know-with-example-mc) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight organizes 50 critical Linux commands that every software developer must master. Live Grounding confirms this as a top-tier learning asset for onboarding developers, providing concise syntax examples for file operations, networking, and permission configurations. Essential for baseline systems engineering fluency. #### Hardware Diagnostics - - **(2020)** [tecmint.com: 10 Useful Commands to Collect System and Hardware Information in Linux](https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight provides a consolidated overview of key commands like lshw, lscpu, and dmidecode to extract deep machine layouts. Live Grounding confirms these commands remain indispensable for low-level bare-metal troubleshooting and virtualization node diagnostics. Essential for infrastructure engineers running initial node provisioning verification. + - [tecmint.com: 10 Useful Commands to Collect System and Hardware Information' in Linux](https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight provides a consolidated overview of key commands like lshw, lscpu, and dmidecode to extract deep machine layouts. Live Grounding confirms these commands remain indispensable for low-level bare-metal troubleshooting and virtualization node diagnostics. Essential for infrastructure engineers running initial node provisioning verification. #### Log Management - - **(2021)** [**digitalocean.com: How To Use Journalctl to View and Manipulate Systemd Logs 🌟**](https://www.digitalocean.com/community/tutorials/how-to-use-journalctl-to-view-and-manipulate-systemd-logs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight details leveraging `journalctl` to interact with systemd's unified binary logging database. Live Grounding highlights that understanding journald filters (by unit, severity, or boot) is absolutely vital for troubleshooting Linux microservices and core Kubernetes host daemons. Essential knowledge for operational platform support. + - [digitalocean.com: How To Use Journalctl to View and Manipulate Systemd Logs' 🌟](https://www.digitalocean.com/community/tutorials/how-to-use-journalctl-to-view-and-manipulate-systemd-logs) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight details leveraging `journalctl` to interact with systemd's unified binary logging database. Live Grounding highlights that understanding journald filters (by unit, severity, or boot) is absolutely vital for troubleshooting Linux microservices and core Kubernetes host daemons. Essential knowledge for operational platform support. #### Memory Diagnostics - - **(2021)** [**opensource.com: Get memory use statistics with this Linux command-line tool**](https://opensource.com/article/21/10/memory-stats-linux-smem) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight details `smem` as an advanced memory reporting utility that computes Proportional Set Size (PSS) and Unique Set Size (USS). Live Grounding shows its extreme value compared to classic `free` or `top` commands, which can misrepresent memory footprints due to shared libraries. Crucial for tracing container density optimization. + - [opensource.com: Get memory use statistics with this Linux command-line tool](https://opensource.com/article/21/10/memory-stats-linux-smem) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight details `smem` as an advanced memory reporting utility that computes Proportional Set Size (PSS) and Unique Set Size (USS). Live Grounding shows its extreme value compared to classic `free` or `top` commands, which can misrepresent memory footprints due to shared libraries. Crucial for tracing container density optimization. #### One-Liners - **(2021)** [**redhat.com: 20 one-line Linux commands to add to your toolbox**](https://www.redhat.com/en/blog/one-line-linux-commands) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight lists 20 high-value shell one-liners for quick system manipulation. Live Grounding reinforces that mastering shell pipeline compounding speeds up incident resolution times for support and infrastructure operations teams. A must-save reference for any developer or sysadmin toolbox. #### Process Management - - **(2021)** [tecmint.com: How to Kill Linux Process Using Kill, Pkill and Killall](https://www.tecmint.com/how-to-kill-a-process-in-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details how to kill running processes through multiple commands. Live Grounding points out that while raw PID kills are safest, `pkill` and `killall` provide critical pattern matching capabilities, which must be used with caution in multi-user production hosts to avoid cascading microservice outages. + - [tecmint.com: How to Kill Linux Process Using Kill, Pkill and Killall](https://www.tecmint.com/how-to-kill-a-process-in-linux) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details how to kill running processes through multiple commands. Live Grounding points out that while raw PID kills are safest, `pkill` and `killall` provide critical pattern matching capabilities, which must be used with caution in multi-user production hosts to avoid cascading microservice outages. #### Process Monitoring - - **(2021)** [**linuxteck.com: 13 Top command in Linux (Monitor Linux Server Processes) 🌟**](https://www.linuxteck.com/13-top-command-in-linux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight covers the default standard interactive process monitor `top`. Live Grounding demonstrates how learning standard `top` interactive keys (like sorting by memory or CPU) is a vital skill since modern replacements (`htop`, `btop`) are rarely preinstalled on minimal base images or secure production hosts. + - [linuxteck.com: 13 Top command in Linux (Monitor Linux Server Processes)' 🌟](https://www.linuxteck.com/13-top-command-in-linux) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight covers the default standard interactive process monitor `top`. Live Grounding demonstrates how learning standard `top` interactive keys (like sorting by memory or CPU) is a vital skill since modern replacements (`htop`, `btop`) are rarely preinstalled on minimal base images or secure production hosts. #### Productivity Utilities (2) - **(2021)** [redhat.com: 5 Linux commands I'm going to start using](https://www.redhat.com/en/blog/5-linux-commands) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight reviews five modern command-line utilities to elevate terminal productivity. Live Grounding emphasizes Red Hat's focus on modernization, suggesting these utilities for operations teams seeking optimization over classic system diagnostic tools. Ideal for engineers modernizing their standard CLI workflow. @@ -210,48 +172,48 @@ #### Task Scheduling - - **(2021)** [opensource.com: Linux tips for using cron to schedule tasks](https://opensource.com/article/21/11/cron-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight provides tips on executing scheduled background scripts using `cron`. Live Grounding confirms that while modern Kubernetes systems run scheduled jobs via CronJobs, host-level standard `cron` remains a foundational pillar for underlying OS garbage collection and routine log rotation routines. + - [opensource.com: Linux tips for using cron to schedule tasks](https://opensource.com/article/21/11/cron-linux) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight provides tips on executing scheduled background scripts using `cron`. Live Grounding confirms that while modern Kubernetes systems run scheduled jobs via CronJobs, host-level standard `cron` remains a foundational pillar for underlying OS garbage collection and routine log rotation routines. ### System Monitoring #### Process Monitors - - **(2022)** [itsfoss.com: 5 htop Alternatives to Enhance Your Linux System Monitoring Experience](https://itsfoss.com/htop-alternatives) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight details 5 highly polished alternatives to the standard `htop` interactive system monitor. Live Grounding indicates that systems like `btop` and `glances` have become standard additions for telemetry visualization, providing immediate rich details on resource utilization. A fantastic resource for setting up elegant terminal environments. + - [itsfoss.com: 5 htop Alternatives to Enhance Your Linux System Monitoring' Experience](https://itsfoss.com/htop-alternatives) [COMMUNITY-TOOL] β€” Curator Insight details 5 highly polished alternatives to the standard `htop` interactive system monitor. Live Grounding indicates that systems like `btop` and `glances` have become standard additions for telemetry visualization, providing immediate rich details on resource utilization. A fantastic resource for setting up elegant terminal environments. #### Productivity Utilities (3) - - **(2022)** [makeuseof.com: The 6 Best Command Line Tools to Monitor Linux Performance in the Terminal](https://www.makeuseof.com/best-cli-tools-to-monitor-linux-performance-terminal) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight compiles the 6 best CLI performance monitoring systems. Live Grounding highlights how modern terminal engines (like `btop` or `glances`) have radically improved visual representation of system bottlenecks. Extremely useful for platform engineers establishing rapid local server-side diagnostics. + - [makeuseof.com: The 6 Best Command Line Tools to Monitor Linux Performance' in the Terminal](https://www.makeuseof.com/best-cli-tools-to-monitor-linux-performance-terminal) [COMMUNITY-TOOL] β€” Curator Insight compiles the 6 best CLI performance monitoring systems. Live Grounding highlights how modern terminal engines (like `btop` or `glances`) have radically improved visual representation of system bottlenecks. Extremely useful for platform engineers establishing rapid local server-side diagnostics. ### Text Processing #### File Concatenation - - **(2021)** [linuxteck.com: 12 basic cat command in Linux with examples](https://www.linuxteck.com/basic-cat-command-in-linux-with-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details standard use cases of the `cat` utility for viewing and appending text. Live Grounding highlights that while modern terminal pagers like `bat` offer robust color formatting, `cat` remains the fundamental choice for unbuffered data piping inside shell automation scripts. + - [linuxteck.com: 12 basic cat command in Linux with examples](https://www.linuxteck.com/basic-cat-command-in-linux-with-examples) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details standard use cases of the `cat` utility for viewing and appending text. Live Grounding highlights that while modern terminal pagers like `bat` offer robust color formatting, `cat` remains the fundamental choice for unbuffered data piping inside shell automation scripts. #### Formatting Utilities - - **(2021)** [tecmint.com: Different Ways to Use Column Command in Linux](https://www.tecmint.com/linux-column-command) 🌟🌟🌟 [GUIDE] [LEGACY] β€” Curator Insight highlights `column` as a fundamental CLI utility for formatting text into structured tabular views. Live Grounding verifies that modern utility suites (util-linux) have expanded `column` to natively support JSON output. This makes it a highly valuable tool for legacy log manipulation and quick command-line visual analysis without complex dependency chains. + - [tecmint.com: Different Ways to Use Column Command in Linux](https://www.tecmint.com/linux-column-command) [GUIDE] [LEGACY] β€” Curator Insight highlights `column` as a fundamental CLI utility for formatting text into structured tabular views. Live Grounding verifies that modern utility suites (util-linux) have expanded `column` to natively support JSON output. This makes it a highly valuable tool for legacy log manipulation and quick command-line visual analysis without complex dependency chains. #### Pattern Matching - - **(2021)** [**opensource.com: How to use the Linux grep command**](https://opensource.com/article/21/3/grep-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight details baseline pattern matching using the standard grep utility. Live Grounding emphasizes its absolute ubiquity across all Unix-like environments, while acknowledging modern alternatives like `ripgrep` for speed-critical tasks. It remains the key benchmark standard for parsing stdout streams and log structures in automation. - - **(2021)** [tecmint.com: What’s Difference Between Grep, Egrep and Fgrep in Linux?](https://www.tecmint.com/difference-between-grep-egrep-and-fgrep-in-linux) 🌟🌟🌟 [GUIDE] [LEGACY] β€” Curator Insight highlights the core operational and functional distinctions between grep, egrep, and fgrep. Live Grounding warns that modern GNU grep has deprecated `egrep` and `fgrep` in favor of regular `grep` combined with correct flags (`-E` and `-F`). This guide is essential historical and technical reading to avoid pipeline warnings. + - [opensource.com: How to use the Linux grep command](https://opensource.com/article/21/3/grep-cheat-sheet) [ENTERPRISE-STABLE] β€” Curator Insight details baseline pattern matching using the standard grep utility. Live Grounding emphasizes its absolute ubiquity across all Unix-like environments, while acknowledging modern alternatives like `ripgrep` for speed-critical tasks. It remains the key benchmark standard for parsing stdout streams and log structures in automation. + - [tecmint.com: What’s Difference Between Grep, Egrep and Fgrep in Linux?](https://www.tecmint.com/difference-between-grep-egrep-and-fgrep-in-linux) [GUIDE] [LEGACY] β€” Curator Insight highlights the core operational and functional distinctions between grep, egrep, and fgrep. Live Grounding warns that modern GNU grep has deprecated `egrep` and `fgrep` in favor of regular `grep` combined with correct flags (`-E` and `-F`). This guide is essential historical and technical reading to avoid pipeline warnings. #### Structured Data Parsers - - **(2021)** [opensource.com: Use XMLStarlet to parse XML in the Linux terminal](https://opensource.com/article/21/7/parse-xml-linux) 🌟🌟🌟 [GUIDE] [LEGACY] β€” Curator Insight introduces XMLStarlet for command-line XML parsing and schema transformation. Live Grounding confirms that despite the widespread pivot to JSON and YAML formats in cloud-native platforms, XMLStarlet is still essential for interacting with legacy SOAP APIs and editing system enterprise config files from scripts. + - [opensource.com: Use XMLStarlet to parse XML in the Linux terminal](https://opensource.com/article/21/7/parse-xml-linux) [GUIDE] [LEGACY] β€” Curator Insight introduces XMLStarlet for command-line XML parsing and schema transformation. Live Grounding confirms that despite the widespread pivot to JSON and YAML formats in cloud-native platforms, XMLStarlet is still essential for interacting with legacy SOAP APIs and editing system enterprise config files from scripts. ## Networking ### HTTP Clients #### Data Transfer - - **(2021)** [**linuxteck.com: 15 basic curl command in Linux with practical examples**](https://www.linuxteck.com/curl-command-in-linux-with-examples) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight offers 15 highly useful curl commands for server network diagnostics. Live Grounding corroborates that curl remains the absolute backbone of API verification and automated artifact fetching inside cloud pipelines. A standard tool for validating HTTP endpoint connectivity and API responses. - - **(2024)** [wcurl](https://github.com/curl/wcurl) ⭐ 504 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight identifies wcurl as a lightweight curl wrapper designed to streamline raw file downloads without manually configuring complex flags. Live Grounding confirms its creation by curl maintainers to solve common interactive download pain points. Perfect for reducing friction in container generation and local file pulls. - - **(2024)** [blog.techiescamp.com: wcurl: A Simple Wrapper for curl to download files](https://blog.techiescamp.com/docs/wcurl) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight provides detailed operational steps for using the newly developed `wcurl` tool. Live Grounding underlines its functional benefits, showcasing how it reduces complex curl flags into safe defaults for programmatic file retrievals. Valuable reading for shell automation optimization. - - **(2021)** [opensource.com: 7 handy tricks for using the Linux wget command](https://opensource.com/article/21/10/linux-wget-command) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details powerful command structures for the classic recursive download utility `wget`. Live Grounding points to its common implementation in container build files to pull specific static artifacts, highlighting tricks like mirror replication and rate limiting. A standard automation tool. + - [linuxteck.com: 15 basic curl command in Linux with practical examples](https://www.linuxteck.com/curl-command-in-linux-with-examples) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight offers 15 highly useful curl commands for server network diagnostics. Live Grounding corroborates that curl remains the absolute backbone of API verification and automated artifact fetching inside cloud pipelines. A standard tool for validating HTTP endpoint connectivity and API responses. + - [opensource.com: 7 handy tricks for using the Linux wget command](https://opensource.com/article/21/10/linux-wget-command) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight details powerful command structures for the classic recursive download utility `wget`. Live Grounding points to its common implementation in container build files to pull specific static artifacts, highlighting tricks like mirror replication and rate limiting. A standard automation tool. + - [wcurl](https://github.com/curl/wcurl) ⭐ 504 [COMMUNITY-TOOL] β€” Curator Insight identifies wcurl as a lightweight curl wrapper designed to streamline raw file downloads without manually configuring complex flags. Live Grounding confirms its creation by curl maintainers to solve common interactive download pain points. Perfect for reducing friction in container generation and local file pulls. + - [blog.techiescamp.com: wcurl: A Simple Wrapper for curl to download files](https://blog.techiescamp.com/docs/wcurl) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight provides detailed operational steps for using the newly developed `wcurl` tool. Live Grounding underlines its functional benefits, showcasing how it reduces complex curl flags into safe defaults for programmatic file retrievals. Valuable reading for shell automation optimization. ### Network Architecture #### Advanced Routing - - **(2024)** [**Linux networking examples and tutorials for advanced users**](https://github.com/knorrie/network-examples) ⭐ 973 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly technical repository detailing realistic Linux routing, bridging, and tunneling scenarios. Includes practical configurations for VLANs, VXLANs, VRFs, and policy-based routing (PBR) essential for modern SDN design. + - [Linux networking examples and tutorials for advanced users](https://github.com/knorrie/network-examples) ⭐ 973 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A highly technical repository detailing realistic Linux routing, bridging, and tunneling scenarios. Includes practical configurations for VLANs, VXLANs, VRFs, and policy-based routing (PBR) essential for modern SDN design. #### Proxies - - **(2022)** [Diferencias entre servidor proxy y servidor proxy inverso](https://www.redeszone.net/tutoriales/servidores/diferencias-proxy-vs-proxy-inverso) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An in-depth article in Spanish comparing forward proxies and reverse proxies. Explains client protection vs. backend load balancing, SSL termination, and caching strategies to establish secure edge communication. [SPANISH CONTENT] + - [Diferencias entre servidor proxy y servidor proxy inverso](https://www.redeszone.net/tutoriales/servidores/diferencias-proxy-vs-proxy-inverso) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” An in-depth article in Spanish comparing forward proxies and reverse proxies. Explains client protection vs. backend load balancing, SSL termination, and caching strategies to establish secure edge communication. [SPANISH CONTENT] ### Network Diagnostics #### DNS Resolution @@ -259,24 +221,24 @@ - **(2021)** [**redhat.com: Linux troubleshooting commands: 4 tools for DNS name resolution problems**](https://www.redhat.com/en/blog/DNS-name-resolution-troubleshooting-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight introduces 4 robust commands (dig, host, nslookup, and resolvectl) for debugging DNS name resolution issues. Live Grounding validates that DNS anomalies remain the leading cause of cluster orchestration networking issues, rendering proficiency with these commands mandatory for system reliability engineers. #### Packet Analysis - - **(2026)** [==termshark==](https://github.com/gcla/termshark) ⭐ 9894 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight presents termshark as a terminal-based UI for tshark (Wireshark). Live Grounding validates that it remains the ultimate terminal UI option for real-time packet parsing over SSH links where graphic window managers are absent. Essential for low-level packet tracing on kubernetes nodes or bare-metal edge sites. + - [termshark](https://github.com/gcla/termshark) ⭐ 9894 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Curator Insight presents termshark as a terminal-based UI for tshark (Wireshark). Live Grounding validates that it remains the ultimate terminal UI option for real-time packet parsing over SSH links where graphic window managers are absent. Essential for low-level packet tracing on kubernetes nodes or bare-metal edge sites. #### Port Scanning - - **(2021)** [**linuxshelltips.com: How to Use Netcat to Scan Open Ports in Linux 🌟**](https://www.linuxshelltips.com/netcat-linux-port-scanning) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight details how to use Netcat (`nc`) as a rapid, lightweight port scanner. Live Grounding shows that while specialized scanners like `nmap` provide much deeper vulnerability analysis, Netcat's ubiquitous presence on default system installations makes it the top choice for swift connectivity validation. + - [linuxshelltips.com: How to Use Netcat to Scan Open Ports in Linux 🌟](https://www.linuxshelltips.com/netcat-linux-port-scanning) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight details how to use Netcat (`nc`) as a rapid, lightweight port scanner. Live Grounding shows that while specialized scanners like `nmap` provide much deeper vulnerability analysis, Netcat's ubiquitous presence on default system installations makes it the top choice for swift connectivity validation. #### Process Management (1) - - **(2021)** [linuxshelltips.com: How to Kill Running Linux Process on Particular Port](https://www.linuxshelltips.com/kill-linux-process-with-port) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight demonstrates how to identify and terminate processes running on specific network ports. Live Grounding stresses the real-world value of mapping ports via `lsof` or `fuser` before issuing kills to prevent accidental termination of critical middleware. Highly practical for web server developers and platform engineers. + - [linuxshelltips.com: How to Kill Running Linux Process on Particular Port](https://www.linuxshelltips.com/kill-linux-process-with-port) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight demonstrates how to identify and terminate processes running on specific network ports. Live Grounding stresses the real-world value of mapping ports via `lsof` or `fuser` before issuing kills to prevent accidental termination of critical middleware. Highly practical for web server developers and platform engineers. #### Socket Utilities - - **(2021)** [**sysadminxpert.com: How to watch real time TCP and UDP ports on Linux (netstat & ss) 🌟**](https://sysadminxpert.com/how-to-watch-real-time-tcp-and-udp-ports-on-linux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” Curator Insight demonstrates connection tracing using netstat and ss. Live Grounding validates that `ss` (from the iproute2 package) has fully replaced the deprecated `netstat` due to its superior speed and direct kernel socket diagnostic capabilities. This knowledge is crucial for troubleshooting TCP/UDP binding conflicts in production environments. + - [sysadminxpert.com: How to watch real time TCP and UDP ports on Linux (netstat' & ss) 🌟](https://sysadminxpert.com/how-to-watch-real-time-tcp-and-udp-ports-on-linux) [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” Curator Insight demonstrates connection tracing using netstat and ss. Live Grounding validates that `ss` (from the iproute2 package) has fully replaced the deprecated `netstat` due to its superior speed and direct kernel socket diagnostic capabilities. This knowledge is crucial for troubleshooting TCP/UDP binding conflicts in production environments. ### Network Fundamentals #### DNS - - **(2024)** [**howdns.works**](https://howdns.works) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly creative, illustrated webcomic explaining the global DNS resolution process. Simplifies complex directory concepts like root servers, TLDs, authoritative servers, caching mechanisms, and recursive queries. + - [howdns.works](https://howdns.works) [ENTERPRISE-STABLE] β€” A highly creative, illustrated webcomic explaining the global DNS resolution process. Simplifies complex directory concepts like root servers, TLDs, authoritative servers, caching mechanisms, and recursive queries. #### Protocols - - **(2021)** [freecodecamp.org: TCP vs. UDP β€” What's the Difference and Which Protocol is Faster?](https://www.freecodecamp.org/news/tcp-vs-udp) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An educational breakdown comparing connection-oriented TCP against connectionless UDP. Analyzes flow control, error checking, packet overhead, and speed characteristics to assist developers in selecting the optimal protocol for low-latency versus lossless operations. + - [freecodecamp.org: TCP vs. UDP β€” What's the Difference and Which Protocol' is Faster?](https://www.freecodecamp.org/news/tcp-vs-udp) [COMMUNITY-TOOL] β€” An educational breakdown comparing connection-oriented TCP against connectionless UDP. Analyzes flow control, error checking, packet overhead, and speed characteristics to assist developers in selecting the optimal protocol for low-latency versus lossless operations. #### Sysadmin Essentials - **(2021)** [redhat.com: Learn the networking basics every sysadmin needs to know](https://www.redhat.com/en/blog/sysadmin-essentials-networking-basics) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Introductory article outlining critical IP routing, DNS resolution, and interface configurations required for Linux system administration. Discusses core diagnostic tools including ip, nmcli, and local routing tables. @@ -284,12 +246,12 @@ #### Bandwidth Monitoring - - **(2023)** [tecmint.com: 16 Useful Bandwidth Monitoring Tools to Analyze Network Usage in Linux](https://www.tecmint.com/linux-network-bandwidth-monitoring-tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A curated roundup of 16 Linux-native tools for monitoring bandwidth, including iftop, nload, iptraf, and vnstat. Compares real-time CLI visualization, persistent statistics logging, and agent-based collection capabilities. + - [tecmint.com: 16 Useful Bandwidth Monitoring Tools to Analyze Network Usage' in Linux](https://www.tecmint.com/linux-network-bandwidth-monitoring-tools) [COMMUNITY-TOOL] β€” A curated roundup of 16 Linux-native tools for monitoring bandwidth, including iftop, nload, iptraf, and vnstat. Compares real-time CLI visualization, persistent statistics logging, and agent-based collection capabilities. #### CLI Diagnostics - - **(2023)** [tecmint.com: 20 Netstat Commands for Linux Network Management](https://www.tecmint.com/20-netstat-commands-for-linux-network-management) 🌟🌟🌟 [LEGACY] β€” A collection of 20 diagnostic examples using the classic netstat utility. Covers routing tables, socket listening states, and interface statistics, noting that while legacy, it remains prevalent in older enterprise servers. - **(2021)** [binarytides.com - 10 examples of Linux ss command to monitor network connections](http://www.binarytides.com/linux-ss-command) 🌟🌟🌟 [LEGACY] β€” A practical guide explaining the usage of the ss utility, which replaces the legacy netstat tool. Demonstrates socket stats extraction, connection filtering by TCP/UDP state, and process ID mapping for high-load network systems. - **(2021)** [redhat.com: 5 Linux network troubleshooting commands 🌟](https://www.redhat.com/en/blog/five-network-commands) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains five critical native diagnostic utilities for debugging connectivity issues on modern Linux: ip, ping, traceroute, ss, and dig. Outlines the operational layer each tool addresses within the OSI model. + - [tecmint.com: 20 Netstat Commands for Linux Network Management](https://www.tecmint.com/20-netstat-commands-for-linux-network-management) [LEGACY] β€” A collection of 20 diagnostic examples using the classic netstat utility. Covers routing tables, socket listening states, and interface statistics, noting that while legacy, it remains prevalent in older enterprise servers. #### IP Scanning - **(2026)** [**Angry IP Scanner (or simply ipscan)**](http://angryip.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A fast, open-source, multi-platform network scanner designed to ping IP addresses, resolve hostnames, and detect open ports. Highly customizable with plugins and supports automated command-line workflows. @@ -304,65 +266,65 @@ #### Firewalls - - **(2021)** [**iximiuz.com: Illustrated introduction to Linux iptables**](https://iximiuz.com/en/posts/laymans-iptables-101) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An exceptionally clear, illustrated guide explaining Netfilter chains, tables (filter, nat, mangle), and packet evaluation flows in Linux iptables. Demonstrates practical rules for port forwarding and packet blocking. - - **(2022)** [linuxteck.com: 15 basic useful firewall-cmd commands in Linux](https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical walkthrough of firewalld configurations using the firewall-cmd CLI. Covers zone management, permanent versus runtime rule definitions, and service-based port bindings for modern Red Hat enterprise environments. + - [iximiuz.com: Illustrated introduction to Linux iptables](https://iximiuz.com/en/posts/laymans-iptables-101) [ENTERPRISE-STABLE] β€” An exceptionally clear, illustrated guide explaining Netfilter chains, tables (filter, nat, mangle), and packet evaluation flows in Linux iptables. Demonstrates practical rules for port forwarding and packet blocking. + - [linuxteck.com: 15 basic useful firewall-cmd commands in Linux](https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux) [COMMUNITY-TOOL] β€” A practical walkthrough of firewalld configurations using the firewall-cmd CLI. Covers zone management, permanent versus runtime rule definitions, and service-based port bindings for modern Red Hat enterprise environments. ## Observability (1) ### Metrics Collection #### Daemon Monitoring - - **(2021)** [tecmint.com: How to Install and Configure β€˜Collectd’ and β€˜Collectd-Web’ to Monitor Server Resources in Linux](https://www.tecmint.com/install-collectd-and-collectd-web-to-monitor-server-resources-in-linux) 🌟🌟🌟 [GUIDE] [LEGACY] β€” Curator Insight details configuration steps for Collectd and its accompanying web visualization wrapper. Live Grounding indicates that while Collectd is still active in classical VM deployments, modern cloud-native infrastructures have largely migrated to Prometheus Node Exporter. It remains relevant for legacy infrastructure monitoring and low-footprint systems. + - [tecmint.com: How to Install and Configure β€˜Collectd’ and β€˜Collectd-Web’' to Monitor Server Resources in Linux](https://www.tecmint.com/install-collectd-and-collectd-web-to-monitor-server-resources-in-linux) [GUIDE] [LEGACY] β€” Curator Insight details configuration steps for Collectd and its accompanying web visualization wrapper. Live Grounding indicates that while Collectd is still active in classical VM deployments, modern cloud-native infrastructures have largely migrated to Prometheus Node Exporter. It remains relevant for legacy infrastructure monitoring and low-footprint systems. ## Operating Systems ### Linux Administration #### Documentation - - **(2004)** [tldp.org: The Linux System Administrator's Guide 🌟](https://tldp.org/LDP/sag/html/index.html) 🌟🌟🌟 [GUIDE] [LEGACY] β€” A historical, foundational text on Linux system administration. Although legacy in parts, it details the classic Unix architectural core, bootstrap phases, and low-level directory designs. - **(2020)** [Linux 101 Hacks](http://linux.101hacks.com) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A structured handbook consolidating practical hacks for effective system engineering. Covers CD navigation patterns, screen utility optimization, and quick administrative shortcuts. + - [tldp.org: The Linux System Administrator's Guide 🌟](https://tldp.org/LDP/sag/html/index.html) [GUIDE] [LEGACY] β€” A historical, foundational text on Linux system administration. Although legacy in parts, it details the classic Unix architectural core, bootstrap phases, and low-level directory designs. ### Linux Fundamentals #### System Libraries - - **(2020)** [How to handle dynamic and static libraries in Linux](https://opensource.com/article/20/6/linux-libraries) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A comprehensive tutorial detailing the structural and behavioral differences between static (.a) and dynamic (.so) libraries in Linux. Explains compilation processes, linking mechanisms, and how loader environments resolve symbols at runtime. + - [How to handle dynamic and static libraries in Linux](https://opensource.com/article/20/6/linux-libraries) [COMMUNITY-TOOL] β€” A comprehensive tutorial detailing the structural and behavioral differences between static (.a) and dynamic (.so) libraries in Linux. Explains compilation processes, linking mechanisms, and how loader environments resolve symbols at runtime. ### Linux Kernel #### Memory Management - **(2020)** [**percona.com: How Much Memory Does the Process Really Take on Linux? 🌟**](https://www.percona.com/blog/how-much-memory-does-the-process-really-take-on-linux) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A stellar breakdown of Linux memory accounting models, explaining the critical differences between VSS, RSS, PSS, and USS. Crucial reference for troubleshooting memory leaks and sizing pod constraints. - - **(2021)** [learnsteps.com: Difference between minor page faults vs major page faults](https://www.learnsteps.com/difference-between-minor-page-faults-vs-major-page-faults) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Clearly details the distinction between minor and major page faults in virtual memory architectures. Explains how major faults trigger disk I/O, impacting containerized process performance. + - [learnsteps.com: Difference between minor page faults vs major page faults](https://www.learnsteps.com/difference-between-minor-page-faults-vs-major-page-faults) [COMMUNITY-TOOL] [GUIDE] β€” Clearly details the distinction between minor and major page faults in virtual memory architectures. Explains how major faults trigger disk I/O, impacting containerized process performance. ### Linux Packaging #### Fedora Ecosystem - **(2026)** [**copr.fedorainfracloud.org**](https://copr.fedorainfracloud.org/coprs) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An easy-to-use build system that provides a personal repository (COPR) for Fedora and EPEL packages. Allows developers to package third-party software and automate build pipelines directly within the Fedora infrastructure. - - **(2026)** [Copr](https://pagure.io/copr/copr) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The primary source code repository for the Fedora Copr build system. Written in Python and C, it manages the backend queue, build systems, and user-facing API for custom RPM package generation. + - [Copr](https://pagure.io/copr/copr) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The primary source code repository for the Fedora Copr build system. Written in Python and C, it manages the backend queue, build systems, and user-facing API for custom RPM package generation. ### Linux Utilities #### CLI Curation - - **(2025)** [==The Art of Command Line==](https://github.com/jlevy/the-art-of-command-line) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” The premium, single-page reference for command-line mastery. Highly dense and comprehensive, it targets engineers seeking to elevate their terminal habits, performance tracing, and file management efficiency. - **(2024)** [twitter.com/commandlinefu](https://x.com/commandlinefu) 🌟🌟 [COMMUNITY-TOOL] β€” Official social channel broadcasting top command-line tips from the CommandLineFu portal. Useful for continuous bite-sized technical integration. - **(2023)** [twitter.com/commandlinefu3](https://x.com/commandlinefu3) 🌟 [COMMUNITY-TOOL] β€” Supplementary feed mirroring automated script updates and terminal command structures. - **(2023)** [twitter.com/commandlinefu10](https://x.com/commandlinefu10) 🌟 [COMMUNITY-TOOL] β€” Secondary distribution pipeline showcasing community-submitted bash recipes and diagnostic tools. + - [The Art of Command Line](https://github.com/jlevy/the-art-of-command-line) [ADVANCED LEVEL] [DE FACTO STANDARD] [GUIDE] β€” The premium, single-page reference for command-line mastery. Highly dense and comprehensive, it targets engineers seeking to elevate their terminal habits, performance tracing, and file management efficiency. #### Minimalist Systems - - **(2026)** [==busybox.net==](https://www.busybox.net) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” BusyBox combines tiny versions of many common UNIX utilities into a single, highly optimized executable. It is the absolute cornerstone of minimalist container base images (such as Alpine Linux) and embedded environments, offering unparalleled space efficiency. - - **(2021)** [genbeta.com: BusyBox, el ejecutable que agrupa casi 200 utilidades Unix de lΓ­nea de comandos (y que puedes usar tambiΓ©n en Windows o Android)](https://www.genbeta.com/herramientas/busybox-ejecutable-que-agrupa-casi-200-utilidades-gnu-linea-comandos-que-puedes-usar-tambien-windows-android) [SPANISH CONTENT] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An introductory article explaining how BusyBox consolidates nearly 200 traditional Unix tools into a single, multi-platform executable. Provides practical context regarding its portability to Windows and Android systems. [SPANISH CONTENT] + - [busybox.net](https://www.busybox.net) [DE FACTO STANDARD] β€” BusyBox combines tiny versions of many common UNIX utilities into a single, highly optimized executable. It is the absolute cornerstone of minimalist container base images (such as Alpine Linux) and embedded environments, offering unparalleled space efficiency. + - [genbeta.com: BusyBox, el ejecutable que agrupa casi 200 utilidades Unix' de lΓ­nea de comandos (y que puedes usar tambiΓ©n en Windows o Android)](https://www.genbeta.com/herramientas/busybox-ejecutable-que-agrupa-casi-200-utilidades-gnu-linea-comandos-que-puedes-usar-tambien-windows-android) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An introductory article explaining how BusyBox consolidates nearly 200 traditional Unix tools into a single, multi-platform executable. Provides practical context regarding its portability to Windows and Android systems. [SPANISH CONTENT] #### Parallel Computation - - **(2026)** [==gnu.org/software/parallel==](https://www.gnu.org/software/parallel) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” GNU Parallel is a powerful shell tool for executing command-line jobs concurrently across local CPU cores or remote nodes. Essential for accelerating large-scale CPU-bound text processing or system migrations. + - [gnu.org/software/parallel](https://www.gnu.org/software/parallel) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” GNU Parallel is a powerful shell tool for executing command-line jobs concurrently across local CPU cores or remote nodes. Essential for accelerating large-scale CPU-bound text processing or system migrations. #### Systemd - - **(2020)** [Start using systemd as a troubleshooting tool](https://opensource.com/article/20/5/systemd-troubleshooting-tool) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Details systemd commands like `journalctl` and `systemctl` to quickly diagnose platform failures. Focuses on unit analysis, log filtering, and identifying broken daemon dependency trees. + - [Start using systemd as a troubleshooting tool](https://opensource.com/article/20/5/systemd-troubleshooting-tool) [COMMUNITY-TOOL] [GUIDE] β€” Details systemd commands like `journalctl` and `systemctl` to quickly diagnose platform failures. Focuses on unit analysis, log filtering, and identifying broken daemon dependency trees. #### Text Processing (1) - **(2005)** [**pement.org: Over 100 sed one-liners**](http://www.pement.org/sed/sed1line.txt) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” A legendary, high-density reference sheet compiling over 100 functional sed one-liners. Highly valuable for rapid text formatting, substitution, and line manipulation without resorting to complex scripting. - **(2003)** [**pement.org: Handy one-line scripts for AWK**](http://www.pement.org/awk/awk1line.txt) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” A classic, time-tested collection of concise AWK scripts designed for system administration and text munging. This repository of snippets serves as a foundational guide to AWK's implicit loop architecture. - - **(2021)** [thenewstack.io: An Introduction to AWK](https://thenewstack.io/an-introduction-to-awk) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An accessible, introductory guide to understanding AWK's record-and-field paradigm. Covers basic structure blocks, built-in variables, and rapid command-line pattern matching. - **(2021)** [redhat.com: 2 Bash commands to change strings in multiple files at once](https://www.redhat.com/en/blog/edit-text-bash-command) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Demonstrates how to use standard CLI commands (specifically `sed` and `find`) to batch-replace strings across deep file structures. Focuses on safe execution patterns and dry-run steps. - - **(2020)** [igoroseledko.com: Awk & sed Snippets for SysAdmins](https://www.igoroseledko.com/awk-sed-snippets-for-sysadmins) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A practical compilation of pre-built AWK and sed commands configured for daily system engineering operations. Targets log scrubbing, filtering, and automated system state extractions. + - [thenewstack.io: An Introduction to AWK](https://thenewstack.io/an-introduction-to-awk) [COMMUNITY-TOOL] [GUIDE] β€” An accessible, introductory guide to understanding AWK's record-and-field paradigm. Covers basic structure blocks, built-in variables, and rapid command-line pattern matching. + - [igoroseledko.com: Awk & sed Snippets for SysAdmins](https://www.igoroseledko.com/awk-sed-snippets-for-sysadmins) [COMMUNITY-TOOL] [GUIDE] β€” A practical compilation of pre-built AWK and sed commands configured for daily system engineering operations. Targets log scrubbing, filtering, and automated system state extractions. ### Terminal and Shells #### CLI Curation (1) @@ -370,15 +332,17 @@ - **(2024)** [climagic.org](http://www.climagic.org) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A community repository containing practical, exotic, and daily CLI tricks. Serving as a continuous stream of shell wisdom, it focuses on simplifying advanced UNIX command architectures. #### Shell Customization - - **(2026)** [==Oh My Zsh==](https://ohmyz.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premium, open-source, community-driven framework for managing Zsh shell configurations. Extensible with thousands of helpful plugins and visual themes, it dramatically enhances terminal productivity. - - **(2025)** [==github.com/zsh-users/zsh-autosuggestions 🌟==](https://github.com/zsh-users/zsh-autosuggestions) ⭐ 35560 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly efficient Zsh plugin that suggests commands as you type based on shell history. Greatly boosts productivity and matches the usability standard popularized by the Fish shell. + - [Oh My Zsh](https://ohmyz.sh) [DE FACTO STANDARD] β€” The premium, open-source, community-driven framework for managing Zsh shell configurations. Extensible with thousands of helpful plugins and visual themes, it dramatically enhances terminal productivity. + - [github.com/zsh-users/zsh-autosuggestions 🌟](https://github.com/zsh-users/zsh-autosuggestions) ⭐ 35560 [DE FACTO STANDARD] β€” A highly efficient Zsh plugin that suggests commands as you type based on shell history. Greatly boosts productivity and matches the usability standard popularized by the Fish shell. +## Platform Engineering + +### Developer Experience (1) + +#### CLI Utilities + + - [jvns.ca: A list of new(ish) command line tools | Julia Evans](https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools) [COMMUNITY-TOOL] [GUIDE] β€” A highly curated technical index compiling modern CLI tools that replace classic utilities. Recommends Rust-based tools like fd, bat, and jaq to modernize development environments. ## Security (1) -### Linux Hardening - -#### Best Practices - - - **(2026)** [==How-To Secure A Linux Server==](https://github.com/imthenachoman/How-To-Secure-A-Linux-Server) ⭐ 27424 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exhaustive, highly popular guide for securing production Linux environments. Covers SSH hardening, firewalls, user permission boundaries, 2FA, kernel optimization, audit logs, and automated vulnerability scanning. ### Systems Hardening #### User Auditing @@ -395,12 +359,12 @@ #### Secure Erasure - - **(2021)** [opensource.com: 4 Linux tools to erase your data](https://opensource.com/article/21/10/linux-tools-erase-data) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight explores 4 specialized Linux command line tools for secure block storage sanitation. Live Grounding indicates that with SSDs and cloud block storages, traditional sector overwrites (`shred`) can be unreliable due to wear-leveling controllers, suggesting cryptographic erasure or NVMe format alternatives. Crucial for enterprise compliance decommission policies. + - [opensource.com: 4 Linux tools to erase your data](https://opensource.com/article/21/10/linux-tools-erase-data) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight explores 4 specialized Linux command line tools for secure block storage sanitation. Live Grounding indicates that with SSDs and cloud block storages, traditional sector overwrites (`shred`) can be unreliable due to wear-leveling controllers, suggesting cryptographic erasure or NVMe format alternatives. Crucial for enterprise compliance decommission policies. ### Directory Services #### LDAP Diagnostics - - **(2022)** [kalilinuxtutorials.com: Ldsview : Offline search tool for LDAP directory dumps in LDIF format](https://kalilinuxtutorials.com/ldsview) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight introduces Ldsview as a specialized tool for searching offline LDIF directory dumps. Live Grounding highlights its value during isolated security auditing and offline LDAP database analysis where live directory server querying is strictly restricted. Highly targeted at cybersecurity professionals and directory system administrators. + - [kalilinuxtutorials.com: Ldsview : Offline search tool for LDAP directory' dumps in LDIF format](https://kalilinuxtutorials.com/ldsview) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight introduces Ldsview as a specialized tool for searching offline LDIF directory dumps. Live Grounding highlights its value during isolated security auditing and offline LDAP database analysis where live directory server querying is strictly restricted. Highly targeted at cybersecurity professionals and directory system administrators. ### Network Security #### Vulnerability Auditing @@ -412,34 +376,34 @@ #### CLI Data Processing - - **(2025)** [**datafix.com.au: BASHing data - Data ops on the Linux command line 🌟**](https://datafix.com.au/BASHing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A rich curation of techniques and workflows for executing data operations using native command-line utilities. It showcases advanced pipelines involving tools like awk, sed, and cut to manipulate massive tabular data efficiently. + - [datafix.com.au: BASHing data - Data ops on the Linux command line 🌟](https://datafix.com.au/BASHing) [ENTERPRISE-STABLE] [GUIDE] β€” A rich curation of techniques and workflows for executing data operations using native command-line utilities. It showcases advanced pipelines involving tools like awk, sed, and cut to manipulate massive tabular data efficiently. ### Engineering Culture #### Scripting Philosophy - - **(2020)** [**pythonspeed.com: Please stop writing shell scripts**](https://pythonspeed.com/articles/shell-scripts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An architectural critique arguing that standard shell scripts are inherently error-prone for intricate logic. Recommends shifting to robust languages like Python or Go when tasks involve complex datatypes or error resilience. + - [pythonspeed.com: Please stop writing shell scripts](https://pythonspeed.com/articles/shell-scripts) [ENTERPRISE-STABLE] [GUIDE] β€” An architectural critique arguing that standard shell scripts are inherently error-prone for intricate logic. Recommends shifting to robust languages like Python or Go when tasks involve complex datatypes or error resilience. ### Scripting #### Bash Shell - - **(2022)** [youtube: Bash for Beginners](https://www.youtube.com/playlist?list=PLlrxD0HtieHh9ZhrnEbZKhzk0cetzuX7l) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive multi-part video playlist created by Microsoft experts covering essential shell mechanisms. Highly visual and progressive, explaining standard redirection, file permissions, and loop logic. - **(2021)** [redhat.com: Bash scripting: How to read data from text files](https://www.redhat.com/en/blog/data-text-files) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A practical tutorial from Red Hat explaining different loop patterns for reading and parsing file contents in Bash. Discusses performance implications of field separators and subshell execution blocks. - - **(2021)** [opensource.com: An introduction to programming with Bash (eBook)](https://opensource.com/downloads/bash-programming-guide) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An intensive, downloadable ebook designed to guide administrators from foundational scripting to structured program creation in Bash. Teaches logic flow, modular functions, and robust signal handling. - - **(2020)** [dev.to: Writing Bash Scripts Like A Pro - Part 1 - Styling Guide](https://dev.to/unfor19/writing-bash-scripts-like-a-pro-part-1-styling-guide-4bin) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Part of a highly-rated developer guide focusing on styling, naming conventions, and code organization rules in Bash. It proposes clean formatting practices that mirror professional programming standards. - - **(2022)** [linuxhandbook.com: Unusual Ways to Use Variables Inside Bash Scripts](https://linuxhandbook.com/variables-bash-script) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This guide explains advanced Bash variable features like parameter expansion, default-value fallback assignments, and string slices. Excellent for reducing verbose conditionals. - - **(2021)** [Introduction to Bash Scripting Interactive training](https://ebook.bobby.sh/training.html) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An interactive, web-based training resource designed to guide beginners through fundamental Bash concepts. It covers variable declarations, control loops, and pipeline operations via self-paced tasks. - - **(2021)** [opensource.com: Parsing config files with Bash](https://opensource.com/article/21/6/bash-config) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step tutorial explaining how to parse standard configuration files natively in Bash. Evaluates structured file inputs (like INI or key-value structures) without deploying external parsing tools. - - **(2021)** [opensource.com: How to include options in your Bash shell scripts](https://opensource.com/article/21/8/option-parsing-bash) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This guide explains standard option parsing techniques in shell scripts using built-in commands like `getopts`. Helps build intuitive command-line flags and parameters for user-facing automation. - - **(2021)** [fedoramagazine.org: Bash Shell Scripting for beginners (Part 1)](https://fedoramagazine.org/bash-shell-scripting-for-beginners-part-1) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A beginner-friendly, structured tutorial initiating users into the core dynamics of Bash. Focuses on standard environment setup, script headers, execution permissions, and basic variable scopes. - - **(2021)** [linuxshelltips.com: What’s the Difference Between ${} and $() in Bash](https://www.linuxshelltips.com/difference-between-and-in-bash) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Clearly contrasts variable expansions (`${}`) with command substitutions (`$()`) within Bash. Identifies key differences in evaluation mechanics, execution subshells, and performance impacts. - **(2012)** [robertmuth.blogspot.com: Better Bash Scripting in 15 Minutes](http://robertmuth.blogspot.com/2012/08/better-bash-scripting-in-15-minutes.html) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An older but highly effective guide containing critical tenets for reliable shell code. It recommends explicit execution options (like `set -eu`) and modular function designs to enhance readability. - - **(2020)** [igoroseledko.com: Checking Multiple Variables in Bash](https://www.igoroseledko.com/checking-multiple-variables-in-bash) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A concise guide highlighting techniques to evaluate multiple variables simultaneously in Bash. It contrasts standard nested conditionals with clean, single-expression evaluations using logical operators. + - [igoroseledko.com: Checking Multiple Variables in Bash](https://www.igoroseledko.com/checking-multiple-variables-in-bash) [COMMUNITY-TOOL] [GUIDE] β€” A concise guide highlighting techniques to evaluate multiple variables simultaneously in Bash. It contrasts standard nested conditionals with clean, single-expression evaluations using logical operators. + - [Introduction to Bash Scripting Interactive training](https://ebook.bobby.sh/training.html) [COMMUNITY-TOOL] [GUIDE] β€” An interactive, web-based training resource designed to guide beginners through fundamental Bash concepts. It covers variable declarations, control loops, and pipeline operations via self-paced tasks. + - [opensource.com: Parsing config files with Bash](https://opensource.com/article/21/6/bash-config) [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step tutorial explaining how to parse standard configuration files natively in Bash. Evaluates structured file inputs (like INI or key-value structures) without deploying external parsing tools. + - [opensource.com: How to include options in your Bash shell scripts](https://opensource.com/article/21/8/option-parsing-bash) [COMMUNITY-TOOL] [GUIDE] β€” This guide explains standard option parsing techniques in shell scripts using built-in commands like `getopts`. Helps build intuitive command-line flags and parameters for user-facing automation. + - [fedoramagazine.org: Bash Shell Scripting for beginners (Part 1)](https://fedoramagazine.org/bash-shell-scripting-for-beginners-part-1) [COMMUNITY-TOOL] [GUIDE] β€” A beginner-friendly, structured tutorial initiating users into the core dynamics of Bash. Focuses on standard environment setup, script headers, execution permissions, and basic variable scopes. + - [dev.to: Writing Bash Scripts Like A Pro - Part 1 - Styling Guide](https://dev.to/unfor19/writing-bash-scripts-like-a-pro-part-1-styling-guide-4bin) [COMMUNITY-TOOL] [GUIDE] β€” Part of a highly-rated developer guide focusing on styling, naming conventions, and code organization rules in Bash. It proposes clean formatting practices that mirror professional programming standards. + - [linuxhandbook.com: Unusual Ways to Use Variables Inside Bash Scripts](https://linuxhandbook.com/variables-bash-script) [COMMUNITY-TOOL] [GUIDE] β€” This guide explains advanced Bash variable features like parameter expansion, default-value fallback assignments, and string slices. Excellent for reducing verbose conditionals. + - [opensource.com: An introduction to programming with Bash (eBook)](https://opensource.com/downloads/bash-programming-guide) [COMMUNITY-TOOL] [GUIDE] β€” An intensive, downloadable ebook designed to guide administrators from foundational scripting to structured program creation in Bash. Teaches logic flow, modular functions, and robust signal handling. + - [linuxshelltips.com: What’s the Difference Between ${} and $() in Bash](https://www.linuxshelltips.com/difference-between-and-in-bash) [COMMUNITY-TOOL] [GUIDE] β€” Clearly contrasts variable expansions (`${}`) with command substitutions (`$()`) within Bash. Identifies key differences in evaluation mechanics, execution subshells, and performance impacts. + - [youtube: Bash for Beginners](https://www.youtube.com/playlist?list=PLlrxD0HtieHh9ZhrnEbZKhzk0cetzuX7l) [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive multi-part video playlist created by Microsoft experts covering essential shell mechanisms. Highly visual and progressive, explaining standard redirection, file permissions, and loop logic. #### JavaScript Scripting - - **(2026)** [==zx==](https://github.com/google/zx) ⭐ 45504 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A revolutionary library by Google allowing developers to write rich shell scripts using JavaScript or TypeScript. Intuitively wraps child-process execution, making complex scripting pipelines highly readable and safe. + - [zx](https://github.com/google/zx) ⭐ 45504 [DE FACTO STANDARD] β€” A revolutionary library by Google allowing developers to write rich shell scripts using JavaScript or TypeScript. Intuitively wraps child-process execution, making complex scripting pipelines highly readable and safe. #### Secure Bash - - **(2024)** [==github: Safe ways to do things in bash==](https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md) ⭐ 4782 [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” The ultimate reference manual for writing safe, robust shell scripts, maintained as part of the Shellharden project. Explains how to avoid typical syntax traps, highlighting strict quoting guidelines and expansion rules. + - [github: Safe ways to do things in bash](https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md) ⭐ 4782 [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GUIDE] β€” The ultimate reference manual for writing safe, robust shell scripts, maintained as part of the Shellharden project. Explains how to avoid typical syntax traps, highlighting strict quoting guidelines and expansion rules. #### Zsh Debugging - **(2023)** [zshdb.readthedocs.io](https://zshdb.readthedocs.io/en/latest) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official documentation for ZshDB, a highly specialized, command-line debugger for Zsh shell scripts. Leverages standard debugger models (similar to GDB) to handle step-through inspection and breakpoints. @@ -454,12 +418,12 @@ #### Java Troubleshooting - - **(2021)** [opensource.com: Check Java processes on Linux with the jps command](https://opensource.com/article/21/10/check-java-jps) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight outlines checking Java virtual machine processes via JVM Process Status tool (`jps`). Live Grounding highlights its indispensability for enterprise administrators deploying big data pipelines (such as Kafka or Hadoop) or Java microservices to quickly correlate process IDs with specific Java application contexts. + - [opensource.com: Check Java processes on Linux with the jps command](https://opensource.com/article/21/10/check-java-jps) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight outlines checking Java virtual machine processes via JVM Process Status tool (`jps`). Live Grounding highlights its indispensability for enterprise administrators deploying big data pipelines (such as Kafka or Hadoop) or Java microservices to quickly correlate process IDs with specific Java application contexts. ### Packaging and Distribution #### RPM Packaging - - **(2021)** [**developers.redhat.com: Build your own RPM package with a sample Go program to simplify installing, updating, or removing a piece of software**](https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight guides through building custom RPM package scripts using a Go sample program. Live Grounding proves its continued relevance for enterprise environments requiring structured application deployment via YUM/DNF repositories. Vital for integrating custom compiled binaries into corporate system update mechanisms. + - [developers.redhat.com: Build your own RPM package with a sample Go program' to simplify installing, updating, or removing a piece of software](https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight guides through building custom RPM package scripts using a Go sample program. Live Grounding proves its continued relevance for enterprise environments requiring structured application deployment via YUM/DNF repositories. Vital for integrating custom compiled binaries into corporate system update mechanisms. ## Systems Engineering (1) ### CLI Mastery and Utilities @@ -470,32 +434,32 @@ #### Data Synchronization (2) - **(2021)** [**redhat.com: 5 advanced rsync tips for Linux sysadmins**](https://www.redhat.com/en/blog/5-rsync-tips) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An enterprise compilation of specialized rsync techniques. It teaches dry-runs, automatic bandwidth throttling, and remote link preservation to minimize risk during production migration windows. - - **(2021)** [freecodecamp.org: RSync Examples – Rsync Options and How to Copy Files Over SSH](https://www.freecodecamp.org/news/rsync-examples-rsync-options-and-how-to-copy-files-over-ssh) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A thorough manual detailing the versatile file synchronization tool rsync. It presents production-ready syntax examples for local differentials, SSH encryption integrations, and recursive archiving configurations. - - **(2020)** [igoroseledko.com: Parallel Rsync](https://www.igoroseledko.com/parallel-rsync) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An advanced architectural recipe for executing parallelized rsync tasks over multi-core network pipelines. It outlines how to bypass single-thread network bottlenecks when synchronizing millions of files. + - [freecodecamp.org: RSync Examples – Rsync Options and How to Copy Files Over' SSH](https://www.freecodecamp.org/news/rsync-examples-rsync-options-and-how-to-copy-files-over-ssh) [COMMUNITY-TOOL] [GUIDE] β€” A thorough manual detailing the versatile file synchronization tool rsync. It presents production-ready syntax examples for local differentials, SSH encryption integrations, and recursive archiving configurations. + - [igoroseledko.com: Parallel Rsync](https://www.igoroseledko.com/parallel-rsync) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” An advanced architectural recipe for executing parallelized rsync tasks over multi-core network pipelines. It outlines how to bypass single-thread network bottlenecks when synchronizing millions of files. #### File Operations and Monitoring - - **(2021)** [**watchman command**: A File and Directory Watching Tool for Changes](https://www.tecmint.com/watchman-monitor-file-changes-in-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An operational guide detailing Facebook's watchman utility. It demonstrates how to monitor file systems for modifications, trigger specific automated actions, and query path updates efficiently. + - [**watchman command**: A File and Directory Watching Tool for Changes](https://www.tecmint.com/watchman-monitor-file-changes-in-linux) [COMMUNITY-TOOL] [GUIDE] β€” An operational guide detailing Facebook's watchman utility. It demonstrates how to monitor file systems for modifications, trigger specific automated actions, and query path updates efficiently. #### IO Redirection and Piping - **(2021)** [tecmint.com: How to Run Commands from Standard Input Using Tee and Xargs in Linux](https://www.tecmint.com/pipe-command-output-to-other-commands) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An operational analysis of input/output streams and data pipe redirection. It explains how to combine tee and xargs to safely distribute output feeds and perform mass processing. #### Kernel Subsystems and Containerization - - **(2021)** [==redhat.com: World domination with cgroups part 8: down and dirty with cgroup v2==](https://www.redhat.com/en/blog/world-domination-cgroups-part-8-down-and-dirty-cgroup-v2) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An elite technical exploration of Linux control groups (cgroups v2) system architecture. It outlines how cgroups control memory, IO, and CPU isolation, providing the foundational architectural plumbing used by modern container engines like Docker and Kubernetes. + - [redhat.com: World domination with cgroups part 8: down and dirty with cgroup' v2](https://www.redhat.com/en/blog/world-domination-cgroups-part-8-down-and-dirty-cgroup-v2) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An elite technical exploration of Linux control groups (cgroups v2) system architecture. It outlines how cgroups control memory, IO, and CPU isolation, providing the foundational architectural plumbing used by modern container engines like Docker and Kubernetes. #### Network and API Testing - - **(2022)** [****curl command**: Understanding the Hidden Powers of curl**](https://nordicapis.com/understanding-the-hidden-powers-of-curl) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An advanced architectural writeup detailing the deep capabilities of curl for API diagnostics and system automation. It highlights protocol routing, security handshakes, output formatting, and scripting integrations. - **(2021)** [**redhat.com: Save time at the command line with HTTPie instead of curl**](https://www.redhat.com/en/blog/curl-hack-httpie) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A developer comparison highlighting HTTPie as an expressive, human-friendly command-line alternative to curl. It illustrates dynamic coloring, direct JSON validation, and clean request structures for REST endpoints. + - [**curl command**: Understanding the Hidden Powers of curl](https://nordicapis.com/understanding-the-hidden-powers-of-curl) [ENTERPRISE-STABLE] β€” An advanced architectural writeup detailing the deep capabilities of curl for API diagnostics and system automation. It highlights protocol routing, security handshakes, output formatting, and scripting integrations. #### Operational Playbooks - - **(2021)** [**developers.redhat.com: Linux commands for developers**](https://developers.redhat.com/cheat-sheets/linux-commands-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A high-density reference cheat-sheet targeted specifically at application developers transitioning to backend hosting environments. It offers critical command blocks for networking, process controls, and permission setups. - - **(2020)** [nikhilism.com: Mystery Knowledge and Useful Tools](https://nikhilism.com/post/2020/mystery-knowledge-useful-tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An insightful, curated collection of less-known Unix tricks, shell diagnostics, and specialized tools. It provides pragmatic recommendations for daily systems debugging and performance troubleshooting. + - [nikhilism.com: Mystery Knowledge and Useful Tools](https://nikhilism.com/post/2020/mystery-knowledge-useful-tools) [COMMUNITY-TOOL] β€” An insightful, curated collection of less-known Unix tricks, shell diagnostics, and specialized tools. It provides pragmatic recommendations for daily systems debugging and performance troubleshooting. + - [developers.redhat.com: Linux commands for developers](https://developers.redhat.com/cheat-sheets/linux-commands-cheat-sheet) [ENTERPRISE-STABLE] β€” A high-density reference cheat-sheet targeted specifically at application developers transitioning to backend hosting environments. It offers critical command blocks for networking, process controls, and permission setups. #### Process and Resource Monitoring - - **(2021)** [tecmint.com: vtop – A Linux Process and Memory Activity Monitoring Tool](https://www.tecmint.com/vtop-monitor-linux-process-usage) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A deployment and usage guide for vtop, a highly aesthetic Node.js-based terminal monitor. It explains how vtop visualizes CPU, memory, and process threads using real-time terminal graphics. - - **(2020)** [tecmint.com: How to Install htop on CentOS 8](https://www.tecmint.com/install-htop-on-centos-8) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A specific repository and tool deployment walkthrough configuring htop on enterprise Red Hat/CentOS distributions, optimizing CPU, RAM, and process thread visibility for system administrators. + - [tecmint.com: vtop – A Linux Process and Memory Activity Monitoring Tool](https://www.tecmint.com/vtop-monitor-linux-process-usage) [COMMUNITY-TOOL] [GUIDE] β€” A deployment and usage guide for vtop, a highly aesthetic Node.js-based terminal monitor. It explains how vtop visualizes CPU, memory, and process threads using real-time terminal graphics. + - [tecmint.com: How to Install htop on CentOS 8](https://www.tecmint.com/install-htop-on-centos-8) [COMMUNITY-TOOL] [GUIDE] β€” A specific repository and tool deployment walkthrough configuring htop on enterprise Red Hat/CentOS distributions, optimizing CPU, RAM, and process thread visibility for system administrators. #### Service Management - - **(2021)** [tecmint.com: How to Control Systemd Services on Remote Linux Server](https://www.tecmint.com/control-systemd-services-on-remote-linux-server) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A quick configuration guide showing how to interact with systemd processes on remote machines via SSH using the --host flag, streamlining distributed environment administration. + - [tecmint.com: How to Control Systemd Services on Remote Linux Server](https://www.tecmint.com/control-systemd-services-on-remote-linux-server) [COMMUNITY-TOOL] [GUIDE] β€” A quick configuration guide showing how to interact with systemd processes on remote machines via SSH using the --host flag, streamlining distributed environment administration. #### Terminal Sharing and Logging - **(2021)** [redhat.com: How to record your Linux terminal using asciinema](https://www.redhat.com/en/blog/using-asciinema) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A Red Hat operational guide to asciinema, showing how to capture high-fidelity terminal interactions. It demonstrates sharing copy-pasteable CLI walkthroughs instead of bloated video files. @@ -504,7 +468,7 @@ - **(2021)** [redhat.com: Vim: Basic and intermediate commands](https://www.redhat.com/en/blog/vim-commands) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An authoritative training manual by Red Hat for developers and sysadmins looking to master vim. It reviews navigation tricks, buffer registers, and search-and-replace regular expressions to maximize edit speed. #### Text Processing (3) - - **(2020)** [metacpan.org: a2p - Awk to Perl translator](https://metacpan.org/pod/App::a2p) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟 [LEGACY] β€” Documentation for a2p, the classic legacy command line utility that parses AWK programs and outputs equivalent, highly optimized Perl code, facilitating legacy script updates. + - [metacpan.org: a2p - Awk to Perl translator](https://metacpan.org/pod/App::a2p) [ADVANCED LEVEL] [DOCUMENTATION] [LEGACY] β€” Documentation for a2p, the classic legacy command line utility that parses AWK programs and outputs equivalent, highly optimized Perl code, facilitating legacy script updates. ### Foundations and Communities #### Linux Kernel and Technical News @@ -512,28 +476,8 @@ - [==LWN.net==](http://lwn.net) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier journalistic standard for deep technical Linux kernel developments, security alerts, and system architecture updates. It features exceptional architectural breakdowns of core subsystem shifts. #### Linux Resource Hubs - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [tecmint.com 🌟](https://www.tecmint.com) | | Linux Resource Hubs | English | 🌟🌟🌟🌟 | - | [opensource.com 🌟](https://opensource.com) | | Linux Resource Hubs | English | 🌟🌟🌟🌟 | - | [unixmen.com 🌟](https://www.unixmen.com) | | Linux Resource Hubs | English | 🌟🌟🌟 | - | [linuxteck.com](https://www.linuxteck.com) | | Linux Resource Hubs | English | 🌟🌟🌟 | - | [howtoforge.com](https://www.howtoforge.com) | | Linux Resource Hubs | English | 🌟🌟🌟 | - | [tecadmin.net](https://tecadmin.net) | | Linux Resource Hubs | English | 🌟🌟🌟 | - | [The Lone Sysadmin](https://lonesysadmin.net) | | Linux Resource Hubs | English | 🌟🌟🌟 | - | [The Geek Stuff](http://www.thegeekstuff.com) | | Linux Resource Hubs | English | 🌟🌟🌟 | - - - [**tecmint.com 🌟**](https://www.tecmint.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An extensive, highly active Linux documentation repository delivering step-by-step guides on server administration, shell scripting, and infrastructure configuration for sysadmins and DevOps engineers. - - [**opensource.com 🌟**](https://opensource.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly regarded knowledge portal advocating for open-source methodology, presenting high-quality DevOps tutorials, community case studies, and systemic architectural writeups. - [unixmen.com 🌟](https://www.unixmen.com) 🌟🌟🌟 [LEGACY] β€” A long-standing Linux, Unix, and open-source tutorials portal offering valuable legacy configurations and sysadmin guidelines, although newer updates are sparse compared to competitor sites. - - [linuxteck.com](https://www.linuxteck.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An active educational platform specializing in Linux tutorials, command syntax cheatsheets, network administration guides, and security configurations optimized for hands-on IT professionals. - - [howtoforge.com](https://www.howtoforge.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A popular, deeply technical repository of user-contributed Linux server setups. It features highly detailed step-by-step instructions for configuring web, mail, database, and virtualization nodes. - - [tecadmin.net](https://tecadmin.net) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An extensive IT support and sysadmin portal delivering highly-focused commands, software setup instructions, and troubleshooting guides for Ubuntu, CentOS, and Debian servers. - - [The Lone Sysadmin](https://lonesysadmin.net) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly informative systems engineering blog run by a veteran enterprise administrator, delivering real-world troubleshooting case studies, virtualization tips, and server architecture notes. - [The Geek Stuff](http://www.thegeekstuff.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A massive tutorial database detailing Linux commands, databases, and programming languages. It is highly valued for its structured commands cheatsheets and direct style. - - [systemcodegeeks.com](https://www.systemcodegeeks.com) 🌟🌟 [COMMUNITY-TOOL] β€” A technical resource hub focusing on systems administration, scripting, database operations, and server administration blueprints for enterprise system engineers. - [FOSS Force](http://fossforce.com) 🌟🌟 [COMMUNITY-TOOL] β€” A news and opinion site tracking development shifts, policy changes, and news across the broader Free and Open Source Software (FOSS) and Linux communities. - [unixetc.co.uk](http://unixetc.co.uk) 🌟🌟 [COMMUNITY-TOOL] β€” A collection of personal technical notes, Unix command tricks, and hardware configurations curated by an experienced Linux systems engineer. - [LinuxLinks.com](http://www.linuxlinks.com) 🌟🌟 [COMMUNITY-TOOL] β€” An organized directory of Linux applications, compiling thousands of categories, reviews, and alternatives to help engineers identify optimal software suites. @@ -543,19 +487,26 @@ - [linuxhomenetworking.com](http://www.linuxhomenetworking.com) 🌟 [LEGACY] β€” A legacy Linux networking wiki containing detailed routing, switching, and firewall configuration templates. While valuable for fundamental network theory, some distro-specific configurations are dated. - [Linux-tutorial.info](http://www.linux-tutorial.info) 🌟 [LEGACY] β€” An online reference guide dedicated to foundational Linux core concepts, system structures, and file hierarchy trees, acting primarily as a legacy training repository. - [unixmages.com](http://unixmages.com) 🌟 [LEGACY] β€” A small, retro command-line reference and technical blog focusing on classic Unix terminal tools and shell optimizations. Highly legacy-oriented. + - [tecmint.com 🌟](https://www.tecmint.com) [ENTERPRISE-STABLE] β€” An extensive, highly active Linux documentation repository delivering step-by-step guides on server administration, shell scripting, and infrastructure configuration for sysadmins and DevOps engineers. + - [opensource.com 🌟](https://opensource.com) [ENTERPRISE-STABLE] β€” A highly regarded knowledge portal advocating for open-source methodology, presenting high-quality DevOps tutorials, community case studies, and systemic architectural writeups. + - [linuxteck.com](https://www.linuxteck.com) [COMMUNITY-TOOL] β€” An active educational platform specializing in Linux tutorials, command syntax cheatsheets, network administration guides, and security configurations optimized for hands-on IT professionals. + - [howtoforge.com](https://www.howtoforge.com) [COMMUNITY-TOOL] β€” A popular, deeply technical repository of user-contributed Linux server setups. It features highly detailed step-by-step instructions for configuring web, mail, database, and virtualization nodes. + - [tecadmin.net](https://tecadmin.net) [COMMUNITY-TOOL] β€” An extensive IT support and sysadmin portal delivering highly-focused commands, software setup instructions, and troubleshooting guides for Ubuntu, CentOS, and Debian servers. + - [systemcodegeeks.com](https://www.systemcodegeeks.com) [COMMUNITY-TOOL] β€” A technical resource hub focusing on systems administration, scripting, database operations, and server administration blueprints for enterprise system engineers. + - [The Lone Sysadmin](https://lonesysadmin.net) [COMMUNITY-TOOL] β€” A highly informative systems engineering blog run by a veteran enterprise administrator, delivering real-world troubleshooting case studies, virtualization tips, and server architecture notes. #### Open Source Organizations - [==The Linux Foundation==](http://www.linuxfoundation.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The preeminent global non-profit organization coordinating the development and licensing of the Linux kernel, Kubernetes, and open-source infrastructure standards. It serves as an authoritative ecosystem anchor for enterprise cloud-native standards. #### Operational Deep-Dives - - **(2020)** [Timezone Bullshit](https://blog.wesleyac.com/posts/timezone-bullshit) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A deeply informative and pragmatic engineering exploration of timezone complexities in systems engineering. It provides invaluable advice on hardware UTC defaults and server-level synchronization. + - [Timezone Bullshit](https://blog.wesleyac.com/posts/timezone-bullshit) [COMMUNITY-TOOL] β€” A deeply informative and pragmatic engineering exploration of timezone complexities in systems engineering. It provides invaluable advice on hardware UTC defaults and server-level synchronization. #### SysOps Guides - - **(2021)** [**abarrak.gitbook.io: Linux SysOps Handbook 🌟**](https://abarrak.gitbook.io/linux-sysops-handbook) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An exceptional, GitBook-hosted compilation of operational knowledge for modern systems administrators. It includes structured reference sheets for system hardening, automated configurations, and virtualization triage. + - [abarrak.gitbook.io: Linux SysOps Handbook 🌟](https://abarrak.gitbook.io/linux-sysops-handbook) [ENTERPRISE-STABLE] β€” An exceptional, GitBook-hosted compilation of operational knowledge for modern systems administrators. It includes structured reference sheets for system hardening, automated configurations, and virtualization triage. #### Video Resources - - [CLImagic](https://www.youtube.com/user/climagic) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A specialized video resource explaining command-line magic, terminal tricks, and hidden capabilities of classic GNU utilities to boost sysadmin efficiency. - - [Linux Skills](https://www.youtube.com/channel/UCu2eNnWy-zc1xt_shCXQQfA) 🌟🌟 [COMMUNITY-TOOL] β€” A specialized YouTube education channel compiling step-by-step video tutorials focusing on Linux setup, administration fundamentals, and shell scripting concepts. + - [Linux Skills](https://www.youtube.com/channel/UCu2eNnWy-zc1xt_shCXQQfA) [COMMUNITY-TOOL] β€” A specialized YouTube education channel compiling step-by-step video tutorials focusing on Linux setup, administration fundamentals, and shell scripting concepts. + - [CLImagic](https://www.youtube.com/user/climagic) [COMMUNITY-TOOL] β€” A specialized video resource explaining command-line magic, terminal tricks, and hidden capabilities of classic GNU utilities to boost sysadmin efficiency. ### Secure Access and PKI #### Cryptography @@ -563,22 +514,22 @@ - **(2022)** [redhat.com: 6 OpenSSL command options that every sysadmin should know](https://www.redhat.com/en/blog/6-openssl-commands) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly practical Red Hat SysAdmin overview of foundational OpenSSL diagnostics. It covers RSA and ECC key pair generation, CSR signing, certificate validation, and SSL connection handshake tracing for local network hardening. #### SSH Client Tools - - **(2021)** [linuxteck.com: 10 basic and most useful 'ssh' client commands in Linux](https://www.linuxteck.com/basic-ssh-client-commands-in-linux) 🌟🌟 [COMMUNITY-TOOL] β€” A practical operational overview of fundamental SSH commands essential for junior system administrators. It details port specification, remote command execution, and proxy settings for terminal-based remote node management. + - [linuxteck.com: 10 basic and most useful 'ssh' client commands in Linux](https://www.linuxteck.com/basic-ssh-client-commands-in-linux) [COMMUNITY-TOOL] β€” A practical operational overview of fundamental SSH commands essential for junior system administrators. It details port specification, remote command execution, and proxy settings for terminal-based remote node management. #### SSH Configurations - - **(2021)** [thenewstack.io: SSH Made Easy with SSH Agent and SSH Config](https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A developer-oriented guide detailing client-side SSH automation patterns using native SSH configurations. It covers agent forwarding, Host wildcards, and IdentityFile bindings to streamline multi-server management pipelines securely. - **(2021)** [redhat.com: Using ssh-keygen and sharing for key-based authentication in Linux](https://www.redhat.com/en/blog/configure-ssh-keygen) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A hands-on walk-through of modern ssh-keygen configurations, outlining RSA, ECDSA, and Ed25519 signature algorithm trade-offs. It shows how to safely provision, password-protect, and distribute public keys. - - **(2020)** [dev.to: How to Manage Multiple SSH Key Pairs](https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An entry-level handbook outlining local client configurations for multi-identity SSH environments. It guides administrators through isolating workspace profiles (such as corporate versus personal accounts) using targeted configurations and local SSH agent binding. + - [dev.to: How to Manage Multiple SSH Key Pairs](https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik) [COMMUNITY-TOOL] [GUIDE] β€” An entry-level handbook outlining local client configurations for multi-identity SSH environments. It guides administrators through isolating workspace profiles (such as corporate versus personal accounts) using targeted configurations and local SSH agent binding. + - [thenewstack.io: SSH Made Easy with SSH Agent and SSH Config](https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config) [COMMUNITY-TOOL] β€” A developer-oriented guide detailing client-side SSH automation patterns using native SSH configurations. It covers agent forwarding, Host wildcards, and IdentityFile bindings to streamline multi-server management pipelines securely. #### SSH Hardening - - **(2022)** [**goteleport.com: SSH Certificates Security. SSH Access Hardening 🌟**](https://goteleport.com/blog/ssh-certificates) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive exploration of SSH access control, contrasting traditional static key management with modern cryptographic certificate authorities. It details how Teleport leverages SSH certificates to enforce short-lived, identity-backed access, eliminating key sprawl and mitigating the risk of compromised credentials in distributed cloud architecture. + - [goteleport.com: SSH Certificates Security. SSH Access Hardening 🌟](https://goteleport.com/blog/ssh-certificates) [ENTERPRISE-STABLE] β€” A comprehensive exploration of SSH access control, contrasting traditional static key management with modern cryptographic certificate authorities. It details how Teleport leverages SSH certificates to enforce short-lived, identity-backed access, eliminating key sprawl and mitigating the risk of compromised credentials in distributed cloud architecture. #### SSH Tunneling - - **(2021)** [==iximiuz.com: A Visual Guide to SSH Tunnels: Local and Remote Port Forwarding 🌟==](https://iximiuz.com/en/posts/ssh-tunnels) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” An outstanding, highly visual deep-dive into SSH port forwarding, illustrating local, remote, and dynamic tunneling mechanics. Velichko's architectural breakdowns clarify how to safely bypass strict firewalls and expose internal microservices for local debugging. + - [iximiuz.com: A Visual Guide to SSH Tunnels: Local and Remote Port Forwarding' 🌟](https://iximiuz.com/en/posts/ssh-tunnels) [ADVANCED LEVEL] [DE FACTO STANDARD] [GUIDE] β€” An outstanding, highly visual deep-dive into SSH port forwarding, illustrating local, remote, and dynamic tunneling mechanics. Velichko's architectural breakdowns clarify how to safely bypass strict firewalls and expose internal microservices for local debugging. #### SSL Security Auditing - - **(2021)** [**tecmint.com: Testssl.sh – Testing TLS/SSL Encryption Anywhere on Any Port**](https://www.tecmint.com/testssl-sh-test-tls-ssl-encryption-in-linux-commandline) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A hands-on installation and usage guide for testssl.sh, an open-source command-line security auditing tool. It demonstrates how to scan endpoints on any port to detect SSL/TLS vulnerabilities, cipher suite issues, and configuration flaws. + - [tecmint.com: Testssl.sh – Testing TLS/SSL Encryption Anywhere on Any Port](https://www.tecmint.com/testssl-sh-test-tls-ssl-encryption-in-linux-commandline) [ENTERPRISE-STABLE] [GUIDE] β€” A hands-on installation and usage guide for testssl.sh, an open-source command-line security auditing tool. It demonstrates how to scan endpoints on any port to detect SSL/TLS vulnerabilities, cipher suite issues, and configuration flaws. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Introduction](./introduction.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/liquibase.md b/v2-docs/liquibase.md index ecd6e83a..e78583fc 100644 --- a/v2-docs/liquibase.md +++ b/v2-docs/liquibase.md @@ -9,7 +9,7 @@ #### Database Design - - **(2021)** [**piotrminkowski.com: Blue-green deployment with a database on Kubernetes 🌟**](https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An in-depth technical guide on achieving zero-downtime blue-green deployments on Kubernetes when database schema migrations are involved. It covers database backward compatibility, Liquibase integration, and rollout patterns to mitigate deployment risks. + - [piotrminkowski.com: Blue-green deployment with a database on Kubernetes' 🌟](https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-kubernetes) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An in-depth technical guide on achieving zero-downtime blue-green deployments on Kubernetes when database schema migrations are involved. It covers database backward compatibility, Liquibase integration, and rollout patterns to mitigate deployment risks. ## Software Architecture ### Database Design (1) @@ -22,16 +22,15 @@ * Guarantees zero production downtime or database table locks. #### GitOps - - **(2026)** [==bytebase/bytebase==](https://github.com/bytebase/bytebase) ⭐ 14049 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source, web-based database schema change and collaboration tool designed for developers and DBAs. Implementing a "Database GitOps" workflow, it provides multi-tenant database change management, visual SQL review, and centralized security compliance pipelines. + - [bytebase/bytebase](https://github.com/bytebase/bytebase) ⭐ 14049 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An open-source, web-based database schema change and collaboration tool designed for developers and DBAs. Implementing a "Database GitOps" workflow, it provides multi-tenant database change management, visual SQL review, and centralized security compliance pipelines. #### Migration Patterns - **(2026)** [==liquibase.org==](http://www.liquibase.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A leading open-source database schema migration tool that enables teams to track, version, and deploy database changes. It abstracts SQL schemas into XML, YAML, JSON, or plain SQL, facilitating seamless CI/CD integration and deployment across diverse environments. - - **(2016)** [==martinfowler.com==](https://martinfowler.com/articles/evodb.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The classic foundational article on Evolutionary Database Design. + - [martinfowler.com](https://martinfowler.com/articles/evodb.html) [DE FACTO STANDARD] β€” The classic foundational article on Evolutionary Database Design. * Defines how to apply Continuous Integration and automated database migrations within modern software lifecycles. * Establishes safe practices for database change control that are compatible with agile methodologies. - - **(2020)** [percona: Database Schema Management Via Liquibase](https://www.percona.com/community-blog/2020/10/01/database-schema-management-via-liquibase) [COMMUNITY-TOOL] β€” A technical blog post by Percona illustrating step-by-step database schema version control using Liquibase. It highlights integration patterns with enterprise relational databases (MySQL, PostgreSQL) and demonstrates rollback strategies to ensure zero-downtime database upgrades. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/lowcode-nocode.md b/v2-docs/lowcode-nocode.md index a4c91927..614f381f 100644 --- a/v2-docs/lowcode-nocode.md +++ b/v2-docs/lowcode-nocode.md @@ -9,14 +9,14 @@ #### Low-Code - - **(2022)** [thenewstack.io: Use Low Code to Reduce Friction for Cloud Operations Teams](https://thenewstack.io/use-low-code-to-reduce-friction-for-cloud-operations-teams) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines leveraging visual low-code automation to alleviate operations team workloads. Recommends strategies for scaling cloud operations without expanding engineering friction. - - **(2022)** [itnext.io: For Developers the Low-Code Winter Is Coming](https://itnext.io/for-developers-the-low-code-winter-is-coming-76875d3606c0) [EN CONTENT] [COMMUNITY-TOOL] β€” A skeptical investigation warning developers of the architectural limitations associated with low-code tools. Highlights scalability, proprietary vendor lock-in, and technical debt risks. - - **(2022)** [thenewstack.io: Why Businesses Want to Enable β€˜No-Code’ and β€˜Low-Code’ Automation](https://thenewstack.io/why-businesses-want-to-enable-no-code-and-low-code-automation) [EN CONTENT] [COMMUNITY-TOOL] β€” Analyzes business-driven factors pushing for the integration of low-code environments. Examines cost-saving parameters and democratization patterns in software engineering. - - **(2022)** [thenewstack.io: Low Code for Pro Coders](https://thenewstack.io/low-code-for-pro-coders) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses how professional software engineers can successfully employ low-code frameworks. Focuses on bypassing boilerplate logic generation while maintaining control over custom system architectures. - - **(2021)** [sdtimes.com: Low code cuts down on dev time, increases testing headaches](https://sdtimes.com/lowcode/low-code-cuts-down-on-dev-time-increases-testing-headaches) [EN CONTENT] [COMMUNITY-TOOL] β€” Evaluates the testing challenges posed by low-code development models. Explores how quick functional designs can lead to deep testing hurdles and security validation bottlenecks. - - **(2021)** [techradar.com: Low-code could replace "traditional" coding within months](https://www.techradar.com/news/low-code-could-replace-traditional-coding-within-months) [EN CONTENT] [COMMUNITY-TOOL] β€” A forward-looking exploration of the swift adoption velocity of low-code architectures. Highlights potential impacts on classic development methods. - **(2020)** [acloudguru.com: AWS adds to the no-code pile: Is it the end of the engineer?](https://www.pluralsight.com/resources/blog/cloud/aws-adds-to-the-no-code-pile-is-it-the-end-of-the-engineer) [EN CONTENT] [COMMUNITY-TOOL] β€” Analyzes the release of AWS Honeycode and dissects whether the rise of visual application editors signals the replacement of traditional software engineers. Emphasizes why deep infrastructure skills remain indispensable. + - [sdtimes.com: Low code cuts down on dev time, increases testing headaches](https://sdtimes.com/lowcode/low-code-cuts-down-on-dev-time-increases-testing-headaches) [EN CONTENT] [COMMUNITY-TOOL] β€” Evaluates the testing challenges posed by low-code development models. Explores how quick functional designs can lead to deep testing hurdles and security validation bottlenecks. + - [thenewstack.io: Use Low Code to Reduce Friction for Cloud Operations Teams](https://thenewstack.io/use-low-code-to-reduce-friction-for-cloud-operations-teams) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines leveraging visual low-code automation to alleviate operations team workloads. Recommends strategies for scaling cloud operations without expanding engineering friction. + - [itnext.io: For Developers the Low-Code Winter Is Coming](https://itnext.io/for-developers-the-low-code-winter-is-coming-76875d3606c0) [EN CONTENT] [COMMUNITY-TOOL] β€” A skeptical investigation warning developers of the architectural limitations associated with low-code tools. Highlights scalability, proprietary vendor lock-in, and technical debt risks. + - [thenewstack.io: Why Businesses Want to Enable β€˜No-Code’ and β€˜Low-Code’ Automation](https://thenewstack.io/why-businesses-want-to-enable-no-code-and-low-code-automation) [EN CONTENT] [COMMUNITY-TOOL] β€” Analyzes business-driven factors pushing for the integration of low-code environments. Examines cost-saving parameters and democratization patterns in software engineering. + - [thenewstack.io: Low Code for Pro Coders](https://thenewstack.io/low-code-for-pro-coders) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses how professional software engineers can successfully employ low-code frameworks. Focuses on bypassing boilerplate logic generation while maintaining control over custom system architectures. + - [techradar.com: Low-code could replace "traditional" coding within months](https://www.techradar.com/news/low-code-could-replace-traditional-coding-within-months) [EN CONTENT] [COMMUNITY-TOOL] β€” A forward-looking exploration of the swift adoption velocity of low-code architectures. Highlights potential impacts on classic development methods. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/managed-kubernetes-in-public-cloud.md b/v2-docs/managed-kubernetes-in-public-cloud.md index 5de61ce9..31b1e3e9 100644 --- a/v2-docs/managed-kubernetes-in-public-cloud.md +++ b/v2-docs/managed-kubernetes-in-public-cloud.md @@ -3,13 +3,18 @@ !!! info "Architectural Context" Detailed reference for Managed Kubernetes In Public Cloud in the context of Cloud Providers (Hyperscalers). +## Standard Reference + + - [medium.com/@vamsi.lakshman: Overview of Azure Kubernetes Services Networking' Models](https://medium.com/@vamsi.lakshman/overview-of-azure-kubernetes-services-networking-models-e3ca0591aebe) [COMMUNITY-TOOL] + - [medium.com/@pauldotyu: Effortlessly Deploy to AKS with Open Source Tools' Draft and Acorn](https://medium.com/@pauldotyu/app-to-aks-with-draft-and-acorn-2d25f19649b7) [COMMUNITY-TOOL] + ## Application Delivery ### CICD and GitOps - **(2023)** [insights.project-a.com: Using GitHub Actions to deploy to Kubernetes in GKE 🌟](https://www.project-a.vc/perspectives) [EN CONTENT] [GUIDE] 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Outlines pipeline setup using GitHub Actions to deploy application loads onto GKE. Focuses on setting up Google Workload Identity Federation to secure registry authentication and cluster connections. - - **(2023)** [youtube: Day -25 | No Dockerfile, No K8s Manifests | Setup CI/CD in 5 minutes for any programming language](https://www.youtube.com/watch?v=io_yBU7vhIo) [EN CONTENT] [COMMUNITY-TOOL] β€” A video guide evaluating rapid deployment processes. Demonstrates using Azure Draft to generate necessary Dockerfiles and manifest definitions directly from code to build functional CI/CD loops with minimal overhead. - **(2022)** [blog.baeke.info: Trying out Draft 2 on AKS](https://baeke.info/2022/06/02/trying-out-draft-2-on-aks) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Evaluates features in Azure Draft v2 on a running AKS instance. Demonstrates bootstrapping manual code, automated configuration outputs, and continuous build integration tests on Azure. + - [youtube: Day -25 | No Dockerfile, No K8s Manifests | Setup CI/CD in 5' minutes for any programming language](https://www.youtube.com/watch?v=io_yBU7vhIo) [EN CONTENT] [COMMUNITY-TOOL] β€” A video guide evaluating rapid deployment processes. Demonstrates using Azure Draft to generate necessary Dockerfiles and manifest definitions directly from code to build functional CI/CD loops with minimal overhead. ## Cloud Infrastructure ### Orchestration @@ -20,293 +25,234 @@ #### Cluster Security - **(2021)** [Amazon EKS Security Best Practices](https://www.stackrox.io/blog/amazon-eks-security-best-practices) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Exhaustive architectural guide compiling key security recommendations for EKS. Addresses IAM integration, VPC configurations, network segmentation, and host vulnerability hardening. - - **(2021)** [EKS Service Accounts Explained](https://fika.works/blog/eks-service-accounts) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural deep-dive explaining IAM Roles for Service Accounts (IRSA) in EKS. Demystifies OIDC providers, identity mapping, and least-privilege pod-level AWS credential injection. + - [EKS Service Accounts Explained](https://fika.works/blog/eks-service-accounts) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural deep-dive explaining IAM Roles for Service Accounts (IRSA) in EKS. Demystifies OIDC providers, identity mapping, and least-privilege pod-level AWS credential injection. #### Managed Kubernetes - **(2023)** [community.aws/kubernetes](https://builder.aws.com/learn/topics/kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” AWS builder portal hub focusing on EKS and cloud-native practices, featuring deep-dives, developer tutorials, and best practices. - - **(2022)** [armosec.io: Which Managed Kubernetes Is Right for Me?](https://www.armosec.io/blog/which-managed-kubernetes-is-right-for-me) [EN CONTENT] [COMMUNITY-TOOL] β€” Comparative analysis evaluating EKS, AKS, and GKE. Focuses on security defaults, networking models, IAM integration, and pricing models to assist architects in selection. - **(2021)** [infoworld.com: 6 reasons to switch to managed Kubernetes](https://www.infoworld.com/article/2264256/6-reasons-to-switch-to-managed-kubernetes.html) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores key drivers for offloading Kubernetes cluster administration to managed services. Examines control-plane management, security patching, and scaling benefits. - **(2021)** [redhat.com: What architects need to know about managed Kubernetes](https://www.redhat.com/en/blog/managed-kubernetes-architects) [EN CONTENT] [COMMUNITY-TOOL] β€” Strategic overview from Red Hat outlining what technical architects must consider regarding portability, vendor lock-in, and operational boundaries when adopting cloud-managed Kubernetes. - - **(2021)** [dev.to/thenjdevopsguy: AKS vs EKS vs GKE](https://dev.to/thenjdevopsguy/aks-vs-eks-vs-gke-2459) [EN CONTENT] [COMMUNITY-TOOL] β€” Community comparison comparing control plane cost, upgrade reliability, networking plugins, and developer experience across AKS, EKS, and GKE. - - **(2021)** [youtube: Kubernetes Comparison](https://www.youtube.com/watch?v=xM9jpcVGTzY) [EN CONTENT] [COMMUNITY-TOOL] β€” Video walkthrough assessing the features and integration depths of EKS, GKE, AKS, and self-hosted k3s deployments. - **(2021)** [acloudguru.com: AKS vs EKS vs GKE: Managed Kubernetes services compared](https://www.pluralsight.com/resources/blog/cloud/aks-vs-eks-vs-gke-managed-kubernetes-services-compared) [EN CONTENT] [COMMUNITY-TOOL] β€” Compares EKS, GKE, and AKS across performance, simplicity, and pricing benchmarks to help users choose a provider depending on their existing cloud footprint. - - **(2020)** [stackrox.com: EKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud](https://www.stackrox.com/post/2020/02/eks-vs-gke-vs-aks) [EN CONTENT] [COMMUNITY-TOOL] β€” High-fidelity evaluation criteria for the three largest cloud-managed Kubernetes platforms. Analyzes security controls, active network policies, and identity access management capabilities. + - [armosec.io: Which Managed Kubernetes Is Right for Me?](https://www.armosec.io/blog/which-managed-kubernetes-is-right-for-me) [EN CONTENT] [COMMUNITY-TOOL] β€” Comparative analysis evaluating EKS, AKS, and GKE. Focuses on security defaults, networking models, IAM integration, and pricing models to assist architects in selection. + - [dev.to/thenjdevopsguy: AKS vs EKS vs GKE](https://dev.to/thenjdevopsguy/aks-vs-eks-vs-gke-2459) [EN CONTENT] [COMMUNITY-TOOL] β€” Community comparison comparing control plane cost, upgrade reliability, networking plugins, and developer experience across AKS, EKS, and GKE. + - [youtube: Kubernetes Comparison](https://www.youtube.com/watch?v=xM9jpcVGTzY) [EN CONTENT] [COMMUNITY-TOOL] β€” Video walkthrough assessing the features and integration depths of EKS, GKE, AKS, and self-hosted k3s deployments. #### Market Trends - **(2022)** [infoworld.com: CNCF survey: Managed Kubernetes becomes the norm](https://www.infoworld.com/article/2334477/cncf-survey-managed-kubernetes-becomes-the-norm.html) [EN CONTENT] [COMMUNITY-TOOL] β€” Reviews CNCF annual survey results showing massive adoption of managed Kubernetes over self-hosted alternatives, mapping out industrial patterns in enterprise deployments. #### Platform Engineering - - **(2021)** [thenewstack.io: Otomi Container Platform Offers an Integrated Kubernetes Bundle](https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes-bundle) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” In-depth profile of Otomi Container Platform, highlighting how it integrates open-source tools (such as Cert-Manager, Knative, Prometheus) into an out-of-the-box developer platform. + - [thenewstack.io: Otomi Container Platform Offers an Integrated Kubernetes' Bundle](https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes-bundle) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” In-depth profile of Otomi Container Platform, highlighting how it integrates open-source tools (such as Cert-Manager, Knative, Prometheus) into an out-of-the-box developer platform. ### Storage #### Cloud-Native Storage - - **(2020)** [thenewstack.io: Install and Configure OpenEBS on Amazon Elastic Kubernetes Service](https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic-kubernetes-service) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Tutorial on integrating OpenEBS as a container-attached storage engine on AWS EKS to manage local and persistent block storage natively. + - [thenewstack.io: Install and Configure OpenEBS on Amazon Elastic Kubernetes' Service](https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic-kubernetes-service) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Tutorial on integrating OpenEBS as a container-attached storage engine on AWS EKS to manage local and persistent block storage natively. ## Cloud Providers ### AWS #### Continuous Deployment - - **(2021)** [Using CDK to perform continuous deployments in multi-region Kubernetes environments](https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” AWS Container Blog technical post showing how to orchestrate multi-cluster and multi-region deployments using AWS CDK. Demonstrates declarative CD pipelines, traffic management, and code configurations for reliable, global application synchronization. + - [Using CDK to perform continuous deployments in multi-region Kubernetes environments](https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” AWS Container Blog technical post showing how to orchestrate multi-cluster and multi-region deployments using AWS CDK. Demonstrates declarative CD pipelines, traffic management, and code configurations for reliable, global application synchronization. ### AWS EKS #### Autoscaling - - **(2022)** [aws.amazon.com: Autoscaling EKS on Fargate with custom metrics](https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-metrics) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores the architectural patterns for scaling serverless Kubernetes pods on AWS Fargate using Prometheus metrics processed via KEDA. Since traditional DaemonSet-based collectors are incompatible with Fargate, this guide establishes a robust sidecar pattern for metric extraction. It bridges the gap between serverless execution and custom metric-driven elasticity. - - **(2022)** [itnext.io: Running resilient workloads in EKS using Spot instances](https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc6808a7b462) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A practical operational guide highlighting strategies for reliable execution of workloads on AWS Spot Instances within EKS. It showcases how to leverage Karpenter or AWS Node Termination Handler alongside pod disruption budgets (PDBs) to handle instance interruptions gracefully. Reduces platform overhead by up to 70% while preserving uptime. - - **(2021)** [Eliminate Kubernetes node scaling lag with pod priority and over-provisioning](https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Introduces a smart autoscaling architectural pattern: using low-priority 'placeholder' pods to reserve capacity inside an AWS EKS cluster. When a real, higher-priority pod is scheduled, Kubernetes evicts the placeholders, initiating immediate node-level preemption while a new node spins up asynchronously. Eliminates scaling delay in performance-sensitive services. + - [aws.amazon.com: Autoscaling EKS on Fargate with custom metrics](https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-metrics) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores the architectural patterns for scaling serverless Kubernetes pods on AWS Fargate using Prometheus metrics processed via KEDA. Since traditional DaemonSet-based collectors are incompatible with Fargate, this guide establishes a robust sidecar pattern for metric extraction. It bridges the gap between serverless execution and custom metric-driven elasticity. + - [itnext.io: Running resilient workloads in EKS using Spot instances](https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc6808a7b462) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A practical operational guide highlighting strategies for reliable execution of workloads on AWS Spot Instances within EKS. It showcases how to leverage Karpenter or AWS Node Termination Handler alongside pod disruption budgets (PDBs) to handle instance interruptions gracefully. Reduces platform overhead by up to 70% while preserving uptime. + - [Eliminate Kubernetes node scaling lag with pod priority and over-provisioning](https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning) [COMMUNITY-TOOL] β€” Introduces a smart autoscaling architectural pattern: using low-priority 'placeholder' pods to reserve capacity inside an AWS EKS cluster. When a real, higher-priority pod is scheduled, Kubernetes evicts the placeholders, initiating immediate node-level preemption while a new node spins up asynchronously. Eliminates scaling delay in performance-sensitive services. #### Batch Workloads - - **(2022)** [thenewstack.io: Amazon Web Services Gears Elastic Kubernetes Service for Batch Work](https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” An analytical report outlining AWS upgrades focused on optimizing EKS for high-performance computing (HPC) and batch processing tasks. It explores the native integrations with Karpenter and AWS Batch, aimed at resolving historical scheduling bottlenecks. It details how EKS adapts to heavy-load machine learning and computational workloads. + - [thenewstack.io: Amazon Web Services Gears Elastic Kubernetes Service for' Batch Work](https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An analytical report outlining AWS upgrades focused on optimizing EKS for high-performance computing (HPC) and batch processing tasks. It explores the native integrations with Karpenter and AWS Batch, aimed at resolving historical scheduling bottlenecks. It details how EKS adapts to heavy-load machine learning and computational workloads. #### Case Studies - - **(2021)** [Scaling Amazon EKS and Cassandra Beyond 1,000 Nodes](https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond-1000-nodes) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An engineering case study detailing the technical constraints and performance tunings executed to host Apache Cassandra on a 1,000+ node EKS cluster. It addresses VPC IP limits, CoreDNS bottlenecks, etcd performance under high resource counts, and AWS storage throughput tuning. Exceptional resource for massive-scale system design. + - [Scaling Amazon EKS and Cassandra Beyond 1,000 Nodes](https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond-1000-nodes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An engineering case study detailing the technical constraints and performance tunings executed to host Apache Cassandra on a 1,000+ node EKS cluster. It addresses VPC IP limits, CoreDNS bottlenecks, etcd performance under high resource counts, and AWS storage throughput tuning. Exceptional resource for massive-scale system design. #### Development Tools - **(2020)** [github.com/rebataur/djkube](https://github.com/rebataur/fskube) ⭐ 27 🌟 [LEGACY] β€” A lightweight, community-driven development aid designed to bridge local filesystems with Kubernetes volumes. Live Grounding indicates the project has had minimal recent activity, classifying it as a legacy utility. It may serve as a historical reference implementation for simple synchronization mechanisms. #### FinOps - - **(2022)** [AWS and Kubecost collaborate to deliver cost monitoring for EKS customers](https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver-cost-monitoring-for-eks-customers) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Documents the native integration of Kubecost with EKS to offer real-time, granular cost visibility for cloud platform operators. It highlights cost attribution strategies across namespaces, controller types, and pods. This collaboration ensures users have access to reliable financial telemetry directly within their cluster control systems. + - [AWS and Kubecost collaborate to deliver cost monitoring for EKS customers](https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver-cost-monitoring-for-eks-customers) [COMMUNITY-TOOL] β€” Documents the native integration of Kubecost with EKS to offer real-time, granular cost visibility for cloud platform operators. It highlights cost attribution strategies across namespaces, controller types, and pods. This collaboration ensures users have access to reliable financial telemetry directly within their cluster control systems. #### GitOps - - **(2021)** [**aws.amazon.com: GitOps model for provisioning and bootstrapping Amazon EKS clusters using Crossplane and Argo CD**](https://aws.amazon.com/blogs/containers/gitops-model-for-provisioning-and-bootstrapping-amazon-eks-clusters-using-crossplane-and-argo-cd) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An advanced GitOps architectural pattern demonstrating the unification of Crossplane and Argo CD on AWS. By leveraging Crossplane to declare AWS resources as Kubernetes Custom Resources, teams can manage both physical EKS infrastructure and application deployments through a single unified GitOps pipeline. Enhances cloud control-plane convergence. - - **(2022)** [aws.amazon.com: Blue/Green Kubernetes upgrades for Amazon EKS Anywhere using Flux](https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Details a zero-downtime, blue/green cluster upgrade strategy designed for on-premises EKS Anywhere clusters. Leveraging the Flux GitOps controller, this pattern automates the provisioning of parallel target cluster versions and safe traffic shifts. Bridges GitOps automation with on-prem infrastructure orchestration rules. + - [aws.amazon.com: GitOps model for provisioning and bootstrapping Amazon' EKS clusters using Crossplane and Argo CD](https://aws.amazon.com/blogs/containers/gitops-model-for-provisioning-and-bootstrapping-amazon-eks-clusters-using-crossplane-and-argo-cd) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An advanced GitOps architectural pattern demonstrating the unification of Crossplane and Argo CD on AWS. By leveraging Crossplane to declare AWS resources as Kubernetes Custom Resources, teams can manage both physical EKS infrastructure and application deployments through a single unified GitOps pipeline. Enhances cloud control-plane convergence. + - [aws.amazon.com: Blue/Green Kubernetes upgrades for Amazon EKS Anywhere using' Flux](https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details a zero-downtime, blue/green cluster upgrade strategy designed for on-premises EKS Anywhere clusters. Leveraging the Flux GitOps controller, this pattern automates the provisioning of parallel target cluster versions and safe traffic shifts. Bridges GitOps automation with on-prem infrastructure orchestration rules. #### Hybrid Cloud - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [EKS Anywhere: github.com/aws/eks-anywhere](https://github.com/aws/eks-anywhere) | | Hybrid Cloud | English | 🌟🌟🌟🌟 | - | [anywhere.eks.amazonaws.com: Compare EKS Anywhere and EKS](https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures) | | Hybrid Cloud | English | 🌟🌟🌟🌟 | - | [aws/eks-distro](https://github.com/aws/eks-distro) | | Hybrid Cloud | English | 🌟🌟🌟🌟 | - | [aws.amazon.com: Amazon EKS Anywhere – Now Generally Available to Create and Manage Kubernetes Clusters on Premises](https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises) | | Hybrid Cloud | English | 🌟🌟🌟 | - | [aws.amazon.com: Getting started with Amazon EKS Anywhere](https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere) | | Hybrid Cloud | English | 🌟🌟🌟 | - - - **(2025)** [**EKS Anywhere: github.com/aws/eks-anywhere**](https://github.com/aws/eks-anywhere) ⭐ 2095 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source tool that allows operators to easily create and run on-premises Kubernetes clusters using the curated distribution of Amazon EKS. It brings EKS lifecycle management tooling, security tooling, and optimization practices into local bare-metal or VMware environments. Bridges hybrid cloud operations with consistent tooling. - - **(2025)** [**anywhere.eks.amazonaws.com: Compare EKS Anywhere and EKS**](https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official comparison page mapping the functional differences, feature matrices, and pricing structures of standard EKS versus EKS Anywhere. It clearly details how control plane hosting, support SLA boundaries, and operating systems differ across deployment models. A vital document for hybrid architecture planning. - - **(2025)** [**aws/eks-distro**](https://github.com/aws/eks-distro) ⭐ 1457 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Amazon EKS Distro provides the exact open-source Kubernetes components, patches, and dependencies validated by Amazon Web Services for its own managed EKS clusters. Live Grounding verifies its role in letting teams run identical, secure, and long-term-supported Kubernetes distributions locally or on non-AWS nodes. Facilitates absolute platform consistency across physical and cloud clusters. - - **(2021)** [aws.amazon.com: Amazon EKS Anywhere – Now Generally Available to Create and Manage Kubernetes Clusters on Premises](https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises) 🌟🌟🌟 [COMMUNITY-TOOL] β€” The GA announcement for Amazon EKS Anywhere, describing its initial support matrix, licensing structure, and architectural goals. It explores how platform operators can achieve consistent cluster management interfaces across local data centers and public cloud clusters. A landmark shift in AWS's hybrid cloud execution strategy. - - **(2021)** [aws.amazon.com: Getting started with Amazon EKS Anywhere](https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory walkthrough from the AWS Container team illustrating the step-by-step setup of EKS Anywhere clusters on VMware vSphere. It covers the preparation of local hardware resources, networking topologies, and the use of the `eksctl anywhere` CLI command. Highly practical starting guide for hybrid trials. + - [EKS Anywhere: github.com/aws/eks-anywhere](https://github.com/aws/eks-anywhere) ⭐ 2095 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An open-source tool that allows operators to easily create and run on-premises Kubernetes clusters using the curated distribution of Amazon EKS. It brings EKS lifecycle management tooling, security tooling, and optimization practices into local bare-metal or VMware environments. Bridges hybrid cloud operations with consistent tooling. + - [aws.amazon.com: Amazon EKS Anywhere – Now Generally Available to Create' and Manage Kubernetes Clusters on Premises](https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises) [COMMUNITY-TOOL] β€” The GA announcement for Amazon EKS Anywhere, describing its initial support matrix, licensing structure, and architectural goals. It explores how platform operators can achieve consistent cluster management interfaces across local data centers and public cloud clusters. A landmark shift in AWS's hybrid cloud execution strategy. + - [anywhere.eks.amazonaws.com: Compare EKS Anywhere and EKS](https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” The official comparison page mapping the functional differences, feature matrices, and pricing structures of standard EKS versus EKS Anywhere. It clearly details how control plane hosting, support SLA boundaries, and operating systems differ across deployment models. A vital document for hybrid architecture planning. + - [aws.amazon.com: Getting started with Amazon EKS Anywhere](https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere) [COMMUNITY-TOOL] β€” An introductory walkthrough from the AWS Container team illustrating the step-by-step setup of EKS Anywhere clusters on VMware vSphere. It covers the preparation of local hardware resources, networking topologies, and the use of the `eksctl anywhere` CLI command. Highly practical starting guide for hybrid trials. + - [aws/eks-distro](https://github.com/aws/eks-distro) ⭐ 1457 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Amazon EKS Distro provides the exact open-source Kubernetes components, patches, and dependencies validated by Amazon Web Services for its own managed EKS clusters. Live Grounding verifies its role in letting teams run identical, secure, and long-term-supported Kubernetes distributions locally or on non-AWS nodes. Facilitates absolute platform consistency across physical and cloud clusters. #### Infrastructure as Code - - **(2026)** [==github.com/aws-ia/terraform-aws-eks-blueprints (examples) 🌟🌟🌟==](https://github.com/aws-ia/terraform-aws-eks-blueprints) ⭐ 3021 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly opinionated, production-ready collection of Terraform modules designed to accelerate Amazon EKS cluster deployments. Live Grounding highlights its architecture for bootstrapping clusters with essential add-ons like Karpenter, AWS Load Balancer Controller, and Prometheus. It represents the industry standard for declarative EKS infrastructure provisioning. - **(2024)** [**aws-quickstart/cdk-eks-blueprints: Amazon EKS Blueprints for CDK**](https://github.com/awslabs/cdk-eks-blueprints) ⭐ 511 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An AWS Cloud Development Kit (CDK) based framework that simplifies bootstrapping and configuring production-ready EKS clusters. Synthesizing developer insight with live deployment footprints, it provides programmatic control over EKS configurations, core add-ons, and IAM integrations. It is ideal for teams seeking TypeScript/Python program-based IaC over static YAML or HCL configurations. + - [github.com/aws-ia/terraform-aws-eks-blueprints (examples) 🌟🌟🌟](https://github.com/aws-ia/terraform-aws-eks-blueprints) ⭐ 3021 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A highly opinionated, production-ready collection of Terraform modules designed to accelerate Amazon EKS cluster deployments. Live Grounding highlights its architecture for bootstrapping clusters with essential add-ons like Karpenter, AWS Load Balancer Controller, and Prometheus. It represents the industry standard for declarative EKS infrastructure provisioning. #### Lifecycle Management - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [docs.aws.amazon.com: Managing Amazon EKS add-ons](https://docs.aws.amazon.com/eks/latest/userguide/eks-add-ons.html) | | Lifecycle Management | English | 🌟🌟🌟🌟 | - | [Updating a managed node group](https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html) | | Lifecycle Management | English | 🌟🌟🌟🌟 | - | [aws.amazon.com: Amazon EKS announces native support for autoscaling CoreDNS Pods](https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-autoscaling-coredns-pods) | | Lifecycle Management | English | 🌟🌟🌟🌟 | - | [aws.amazon.com: Planning Kubernetes Upgrades with Amazon EKS](https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks) | | Lifecycle Management | English | 🌟🌟🌟🌟 | - | [repost.aws: How do I plan an upgrade strategy for an Amazon EKS cluster?](https://repost.aws/knowledge-center/eks-plan-upgrade-cluster) | | Lifecycle Management | English | 🌟🌟🌟 | - - **(2026)** [**docs.aws.amazon.com: Managing Amazon EKS add-ons**](https://docs.aws.amazon.com/eks/latest/userguide/eks-add-ons.html) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official AWS documentation explaining the management of curated, enterprise-grade EKS cluster add-ons (such as VPC CNI, CoreDNS, and kube-proxy). It outlines the lifecycle workflow, covering configuration options, upgrade patterns, and IAM role integration via EKS Pod Identity. A mandatory guide for cluster operators. - - **(2026)** [**Updating a managed node group**](https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official AWS guide to executing rolling upgrades on EKS Managed Node Groups with zero-downtime guarantees. It details node drain strategies, maximum unavailable parameters, and pod disruption considerations. This documentation serves as the base reference blueprint for cluster updates. - - **(2024)** [**aws.amazon.com: Amazon EKS announces native support for autoscaling CoreDNS Pods**](https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-autoscaling-coredns-pods) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Details the introduction of native autoscaling capabilities for the CoreDNS cluster DNS service inside Amazon EKS. Rather than relying on custom Horizontal Pod Autoscalers or manual tuning, EKS automatically adjusts replica configurations to protect cluster name resolution from traffic spikes. Ensures out-of-the-box system availability. - - **(2022)** [**aws.amazon.com: Planning Kubernetes Upgrades with Amazon EKS**](https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Presents a strategic operational playbook for planning and executing Kubernetes version upgrades on Amazon EKS clusters. It addresses schema deprecations, API version migration strategies, and testing methodologies inside staging structures. An essential read for ensuring update continuity. - - **(2023)** [repost.aws: How do I plan an upgrade strategy for an Amazon EKS cluster?](https://repost.aws/knowledge-center/eks-plan-upgrade-cluster) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A structured AWS Knowledge Center guide explaining step-by-step procedures to minimize disruption during EKS control plane and data plane upgrades. It covers validation checks, API compatibility, and dependency tracking (e.g., matching the ECR credential helper and VPC CNI versions). Highly practical troubleshooting-oriented runbook. + - [aws.amazon.com: Amazon EKS announces native support for autoscaling CoreDNS' Pods](https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-autoscaling-coredns-pods) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Details the introduction of native autoscaling capabilities for the CoreDNS cluster DNS service inside Amazon EKS. Rather than relying on custom Horizontal Pod Autoscalers or manual tuning, EKS automatically adjusts replica configurations to protect cluster name resolution from traffic spikes. Ensures out-of-the-box system availability. + - [Updating a managed node group](https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” The official AWS guide to executing rolling upgrades on EKS Managed Node Groups with zero-downtime guarantees. It details node drain strategies, maximum unavailable parameters, and pod disruption considerations. This documentation serves as the base reference blueprint for cluster updates. + - [aws.amazon.com: Planning Kubernetes Upgrades with Amazon EKS](https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Presents a strategic operational playbook for planning and executing Kubernetes version upgrades on Amazon EKS clusters. It addresses schema deprecations, API version migration strategies, and testing methodologies inside staging structures. An essential read for ensuring update continuity. + - [repost.aws: How do I plan an upgrade strategy for an Amazon EKS cluster?](https://repost.aws/knowledge-center/eks-plan-upgrade-cluster) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A structured AWS Knowledge Center guide explaining step-by-step procedures to minimize disruption during EKS control plane and data plane upgrades. It covers validation checks, API compatibility, and dependency tracking (e.g., matching the ECR credential helper and VPC CNI versions). Highly practical troubleshooting-oriented runbook. #### Migration - - **(2024)** [github.com/awslabs: Kubernetes Migration Factory User Guide 🌟](https://github.com/awslabs/aws-kubernetes-migration-factory) ⭐ 131 [ADVANCED LEVEL] 🌟🌟🌟 [LEGACY] β€” The AWS Kubernetes Migration Factory provides an automated, programmatic framework for migrating legacy VM-based or on-premises workloads into Amazon EKS. Curator Insight notes its structured pipelines that reduce migration errors, while Live Grounding confirms its utility in enterprise-scale rehosting plans. Key features include source-to-target automation, pre-migration validation, and automated target cluster provisioning. + - [github.com/awslabs: Kubernetes Migration Factory User Guide 🌟](https://github.com/awslabs/aws-kubernetes-migration-factory) ⭐ 131 [ADVANCED LEVEL] [LEGACY] β€” The AWS Kubernetes Migration Factory provides an automated, programmatic framework for migrating legacy VM-based or on-premises workloads into Amazon EKS. Curator Insight notes its structured pipelines that reduce migration errors, while Live Grounding confirms its utility in enterprise-scale rehosting plans. Key features include source-to-target automation, pre-migration validation, and automated target cluster provisioning. #### Networking - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [Amazon EKS Best Practices Guide for Networking](https://aws.github.io/aws-eks-best-practices/networking/index) | | Networking | English | 🌟🌟🌟🌟🌟 | - | [github.com/kubernetes-sigs/aws-load-balancer-controller](https://github.com/kubernetes-sigs/aws-load-balancer-controller) | | Networking | English | 🌟🌟🌟🌟🌟 | - | [dev.to: One technique to save your AWS EKS IP addresses 10x](https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2ocn) | | Networking | English | 🌟🌟🌟 | - | [aws.amazon.com: Addressing IPv4 address exhaustion in Amazon EKS clusters using private NAT gateways](https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways) | | Networking | English | 🌟🌟🌟 | - | [docs.aws.amazon.com: Access container applications privately on Amazon EKS using AWS PrivateLink and a Network Load Balancer](https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/access-container-applications-privately-on-amazon-eks-using-aws-privatelink-and-a-network-load-balancer.html) | | Networking | English | 🌟🌟🌟 | - - - **(2026)** [==Amazon EKS Best Practices Guide for Networking==](https://aws.github.io/aws-eks-best-practices/networking/index) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized subset of the Amazon EKS Best Practices, focusing strictly on high-performance networking architectures. It covers crucial configurations like AWS VPC CNI optimization, security groups for Pods, custom networking, and prefix delegation. Indispensable for designing reliable and secure network planes within AWS. - - **(2026)** [==github.com/kubernetes-sigs/aws-load-balancer-controller==](https://github.com/kubernetes-sigs/aws-load-balancer-controller) ⭐ 4292 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The core controller that manages AWS Elastic Load Balancers (ALB and NLB) on behalf of a Kubernetes cluster. Live Grounding verifies its continuous support for advanced features like target grouping by IP, ACM certificate integration, and shared ALBs. It acts as the primary ingress controller for modern AWS EKS network architectures. - - **(2023)** [dev.to: One technique to save your AWS EKS IP addresses 10x](https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2ocn) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A highly practical guide detailing how to mitigate IPv4 exhaustion in EKS clusters by leveraging custom networking features within the AWS VPC CNI. Curator Insight highlights the use of secondary non-routable CIDRs (such as CGNAT blocks) for pod allocation. This enables efficient IP utilization without requiring major network topology redesigns. - - **(2023)** [aws.amazon.com: Addressing IPv4 address exhaustion in Amazon EKS clusters using private NAT gateways](https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides a specialized architectural blueprint for handling IP exhaustion in enterprise environments using Private NAT Gateways. It explains how to scale Pod topologies using non-routable CIDRs while seamlessly maintaining egress translation to enterprise networks. Solves complex IP coordination issues in hybrid cloud setups. - - **(2022)** [docs.aws.amazon.com: Access container applications privately on Amazon EKS using AWS PrivateLink and a Network Load Balancer](https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/access-container-applications-privately-on-amazon-eks-using-aws-privatelink-and-a-network-load-balancer.html) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A prescriptive AWS design pattern illustrating private, cross-VPC service consumption using AWS PrivateLink and a Network Load Balancer (NLB). It highlights secure service exposition strategies without exposing internal IP routing configurations to external peers. Critical for multi-account and enterprise compliance structures. + - [dev.to: One technique to save your AWS EKS IP addresses 10x](https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2ocn) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A highly practical guide detailing how to mitigate IPv4 exhaustion in EKS clusters by leveraging custom networking features within the AWS VPC CNI. Curator Insight highlights the use of secondary non-routable CIDRs (such as CGNAT blocks) for pod allocation. This enables efficient IP utilization without requiring major network topology redesigns. + - [aws.github.io/aws-eks-best-practices: Amazon EKS Best Practices Guides' 🌟🌟🌟](https://aws.github.io/aws-eks-best-practices/networking/index) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” A specialized subset of the Amazon EKS Best Practices, focusing strictly on high-performance networking architectures. It covers crucial configurations like AWS VPC CNI optimization, security groups for Pods, custom networking, and prefix delegation. Indispensable for designing reliable and secure network planes within AWS. + - [github.com/kubernetes-sigs/aws-load-balancer-controller](https://github.com/kubernetes-sigs/aws-load-balancer-controller) ⭐ 4292 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The core controller that manages AWS Elastic Load Balancers (ALB and NLB) on behalf of a Kubernetes cluster. Live Grounding verifies its continuous support for advanced features like target grouping by IP, ACM certificate integration, and shared ALBs. It acts as the primary ingress controller for modern AWS EKS network architectures. + - [docs.aws.amazon.com: Access container applications privately on Amazon EKS' using AWS PrivateLink and a Network Load Balancer](https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/access-container-applications-privately-on-amazon-eks-using-aws-privatelink-and-a-network-load-balancer.html) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A prescriptive AWS design pattern illustrating private, cross-VPC service consumption using AWS PrivateLink and a Network Load Balancer (NLB). It highlights secure service exposition strategies without exposing internal IP routing configurations to external peers. Critical for multi-account and enterprise compliance structures. + - [aws.amazon.com: Addressing IPv4 address exhaustion in Amazon EKS clusters' using private NAT gateways](https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides a specialized architectural blueprint for handling IP exhaustion in enterprise environments using Private NAT Gateways. It explains how to scale Pod topologies using non-routable CIDRs while seamlessly maintaining egress translation to enterprise networks. Solves complex IP coordination issues in hybrid cloud setups. #### Observability and Alerting - - **(2025)** [**awslabs/eks-node-viewer**](https://github.com/awslabs/eks-node-viewer) ⭐ 1633 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A CLI tool that visualizes the current cost, resource usage, and allocation of nodes within an EKS cluster. Highly valued by teams using dynamic scaling engines like Karpenter, it aggregates financial metrics to show real-time workload-to-infrastructure pricing efficiency. It is an invaluable operational diagnostic utility. - - **(2021)** [aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus and Grafana](https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An in-depth guide to monitoring and debugging the managed Amazon EKS API server's performance. It details metric exposition patterns for latency, request depth, and response codes using standard Prometheus operators. It empowers platform teams to localize control plane issues and establish defensive alerts. - - **(2021)** [aws.amazon.com: Streaming Kubernetes Events in Slack](https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack) 🌟🌟 [COMMUNITY-TOOL] β€” This technical post outlines the architecture for exporting real-time Kubernetes cluster events to Slack channels using Amazon EventBridge and AWS Lambda. It demonstrates decoupling event streams from cluster internals to prevent slack spamming while maintaining critical alerting. The blueprint integrates with standard AWS observability mechanisms. + - [aws.amazon.com: Streaming Kubernetes Events in Slack](https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack) [COMMUNITY-TOOL] β€” This technical post outlines the architecture for exporting real-time Kubernetes cluster events to Slack channels using Amazon EventBridge and AWS Lambda. It demonstrates decoupling event streams from cluster internals to prevent slack spamming while maintaining critical alerting. The blueprint integrates with standard AWS observability mechanisms. + - [aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus' and Grafana](https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth guide to monitoring and debugging the managed Amazon EKS API server's performance. It details metric exposition patterns for latency, request depth, and response codes using standard Prometheus operators. It empowers platform teams to localize control plane issues and establish defensive alerts. + - [awslabs/eks-node-viewer](https://github.com/awslabs/eks-node-viewer) ⭐ 1633 [ENTERPRISE-STABLE] β€” A CLI tool that visualizes the current cost, resource usage, and allocation of nodes within an EKS cluster. Highly valued by teams using dynamic scaling engines like Karpenter, it aggregates financial metrics to show real-time workload-to-infrastructure pricing efficiency. It is an invaluable operational diagnostic utility. #### Performance - - **(2022)** [aws.amazon.com: Start Pods faster by prefetching images](https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyzes latency bottlenecks during container initialization caused by large image pull steps. The post outlines the architecture of 'image prefetching' patterns, leveraging daemonsets or custom Karpenter startup scripts to warm up worker nodes with target container layers before runtime allocation. Critical for latency-sensitive applications. + - [aws.amazon.com: Start Pods faster by prefetching images](https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images) [COMMUNITY-TOOL] β€” Analyzes latency bottlenecks during container initialization caused by large image pull steps. The post outlines the architecture of 'image prefetching' patterns, leveraging daemonsets or custom Karpenter startup scripts to warm up worker nodes with target container layers before runtime allocation. Critical for latency-sensitive applications. #### Security - - **(2025)** [**aws-samples/hardeneks**](https://github.com/aws-samples/hardeneks) ⭐ 957 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A command-line interface tool designed to run programmatic audits against an EKS cluster to identify violations of EKS Best Practices. It reviews cluster networking, IAM, configuration control, and pod policies. The output acts as an actionable hardening roadmap for platform operators. - - **(2023)** [cast.ai: EKS Security Checklist: 10 Best Practices for a Secure Cluster](https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-cluster) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An actionable security checklist compiled by Cast.ai, detailing major cluster isolation and hardening vectors for EKS. Highlights include IAM role configurations, network policy enforcement, control plane logging, and image scanning pipelines. Ideal for rapid architectural audits before promotion to production. - - **(2021)** [itnext.io: AWS Elastic Kubernetes Service: RBAC Authorization via AWS IAM and RBAC Groups](https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam-and-rbac-groups-7b70ded144b5) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Details the inner workings of mapping AWS IAM identity vectors to Kubernetes internal Role-Based Access Control (RBAC) groups via `aws-auth` ConfigMaps or newer EKS Access Entries. It presents strategies for configuring secure, least-privilege team cluster access. Vital for security compliance in multi-tenant environments. - - **(2022)** [devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At Rest with AWS KMS](https://devoriales.com/home) 🌟🌟 [COMMUNITY-TOOL] β€” An in-depth guide on enabling envelope encryption for Kubernetes Secrets within Amazon EKS using AWS Key Management Service (KMS). It details the KMS key policy configuration, performance considerations when accessing etcd, and migration patterns for retroactively encrypting existing Secrets. - - **(2021)** [itnext.io: Top 10 Ways to Protect EKS Workloads from Ransomware](https://itnext.io/top-10-ways-to-protect-eks-workloads-from-ransomware-ae96d1c1e839) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An industry-focused checklist detailing tactical maneuvers to secure EKS against ransomware and supply chain attacks. It covers immutable storage configurations (EFS/EBS backups), strict RBAC permissions, runtime threat detection, and cluster isolation strategies. A helpful handbook for security engineering teams. + - [cast.ai: EKS Security Checklist: 10 Best Practices for a Secure Cluster](https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-cluster) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An actionable security checklist compiled by Cast.ai, detailing major cluster isolation and hardening vectors for EKS. Highlights include IAM role configurations, network policy enforcement, control plane logging, and image scanning pipelines. Ideal for rapid architectural audits before promotion to production. + - [aws-samples/hardeneks](https://github.com/aws-samples/hardeneks) ⭐ 957 [ENTERPRISE-STABLE] β€” A command-line interface tool designed to run programmatic audits against an EKS cluster to identify violations of EKS Best Practices. It reviews cluster networking, IAM, configuration control, and pod policies. The output acts as an actionable hardening roadmap for platform operators. + - [itnext.io: Top 10 Ways to Protect EKS Workloads from Ransomware](https://itnext.io/top-10-ways-to-protect-eks-workloads-from-ransomware-ae96d1c1e839) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An industry-focused checklist detailing tactical maneuvers to secure EKS against ransomware and supply chain attacks. It covers immutable storage configurations (EFS/EBS backups), strict RBAC permissions, runtime threat detection, and cluster isolation strategies. A helpful handbook for security engineering teams. + - [itnext.io: AWS Elastic Kubernetes Service: RBAC Authorization via AWS IAM' and RBAC Groups](https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam-and-rbac-groups-7b70ded144b5) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Details the inner workings of mapping AWS IAM identity vectors to Kubernetes internal Role-Based Access Control (RBAC) groups via `aws-auth` ConfigMaps or newer EKS Access Entries. It presents strategies for configuring secure, least-privilege team cluster access. Vital for security compliance in multi-tenant environments. #### Service Mesh - - **(2023)** [aws.amazon.com: Addressing latency and data transfer costs on EKS using Istio](https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-costs-on-eks-using-istio) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Addresses the significant cloud cost vector of cross-AZ data transfer within EKS multi-AZ setups. This article describes how to configure Istio Service Mesh to enforce zone-aware routing policies, keeping internal network traffic localized inside the same Availability Zone. It provides a real-world optimization strategy for high-throughput microservices. - - **(2021)** [solo.io: Connect Your Services Seamlessly with Amazon EKS Anywhere and Istio](https://www.solo.io/blog/amazon-eks-anywhere-and-solo-istio) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyzes the integration of enterprise-grade Solo.io Istio setups with Amazon EKS Anywhere. It details the setup of cross-environment service mesh networks that span from local physical data centers into public AWS EKS. This enables unified security policies, service discovery, and traffic shaping in hybrid clouds. + - [aws.amazon.com: Addressing latency and data transfer costs on EKS using' Istio](https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-costs-on-eks-using-istio) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Addresses the significant cloud cost vector of cross-AZ data transfer within EKS multi-AZ setups. This article describes how to configure Istio Service Mesh to enforce zone-aware routing policies, keeping internal network traffic localized inside the same Availability Zone. It provides a real-world optimization strategy for high-throughput microservices. + - [solo.io: Connect Your Services Seamlessly with Amazon EKS Anywhere and Istio](https://www.solo.io/blog/amazon-eks-anywhere-and-solo-istio) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the integration of enterprise-grade Solo.io Istio setups with Amazon EKS Anywhere. It details the setup of cross-environment service mesh networks that span from local physical data centers into public AWS EKS. This enables unified security policies, service discovery, and traffic shaping in hybrid clouds. #### Storage (1) - - **(2023)** [Simplifying Amazon EBS volume migration and modification on Kubernetes using the EBS CSI Driver](https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration-and-modification-using-the-ebs-csi-driver) [GERMAN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains how the out-of-tree Amazon EBS CSI Driver handles live volume modification, type conversion (e.g., gp2 to gp3), and resizing without downtime. Curator Insight highlights the declarative nature of these infrastructure changes within native PVC specs. A key resource for maintaining persistent databases under evolving workloads. - - **(2021)** [aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon EFS](https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A specialized guide showing how to build highly scalable Machine Learning pipelines using Kubeflow and Amazon EFS for shared model storage. It outlines multi-node parallel processing layouts with distributed storage configurations. The blueprint is crucial for ML platform engineers building workflows on EKS. - - **(2020)** [aws.amazon.com: Persistent storage for Kubernetes](https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An architectural breakdown of storage options for Kubernetes on AWS, evaluating AWS EBS, Amazon EFS, and Amazon FSx. It defines best practices for stateful workloads by mapping technical requirements to the appropriate storage driver. This serves as a foundational reference for stateful app topologies. - - **(2021)** [dev.to: Autoprovisioning NFS volumes in EKS with CDK](https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A developer-oriented tutorial for programmatically provisioning NFS volume drivers within EKS using the AWS CDK. It demonstrates dynamic persistent volume claim (PVC) binding backed by managed EFS resources. This simplifies dynamic storage allocations for development and test environments. + - [aws.amazon.com: Persistent storage for Kubernetes](https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes) [COMMUNITY-TOOL] β€” An architectural breakdown of storage options for Kubernetes on AWS, evaluating AWS EBS, Amazon EFS, and Amazon FSx. It defines best practices for stateful workloads by mapping technical requirements to the appropriate storage driver. This serves as a foundational reference for stateful app topologies. + - [aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon' EFS](https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A specialized guide showing how to build highly scalable Machine Learning pipelines using Kubeflow and Amazon EFS for shared model storage. It outlines multi-node parallel processing layouts with distributed storage configurations. The blueprint is crucial for ML platform engineers building workflows on EKS. + - [dev.to: Autoprovisioning NFS volumes in EKS with CDK](https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A developer-oriented tutorial for programmatically provisioning NFS volume drivers within EKS using the AWS CDK. It demonstrates dynamic persistent volume claim (PVC) binding backed by managed EFS resources. This simplifies dynamic storage allocations for development and test environments. + - [Simplifying Amazon EBS volume migration and modification on Kubernetes using the EBS CSI Driver](https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration-and-modification-using-the-ebs-csi-driver) [GERMAN CONTENT] [COMMUNITY-TOOL] β€” Explains how the out-of-tree Amazon EBS CSI Driver handles live volume modification, type conversion (e.g., gp2 to gp3), and resizing without downtime. Curator Insight highlights the declarative nature of these infrastructure changes within native PVC specs. A key resource for maintaining persistent databases under evolving workloads. ### Alternative Clouds #### DigitalOcean - - **(2025)** [docs.digitalocean.com: Kubernetes on DigitalOcean](https://docs.digitalocean.com/products/kubernetes) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official DigitalOcean Kubernetes (DOKS) product documentation. Details storage configurations, container networking setups, and cluster architecture requirements for developer-focused managed Kubernetes instances. - **(2022)** [digitalocean.com: Kubernetes for startups: Why, when, and how to adopt](https://www.digitalocean.com/resources/articles/kubernetes-for-startups) [EN CONTENT] [COMMUNITY-TOOL] β€” Business and engineering decision guide analyzing when, why, and how early-stage startups should adopt Kubernetes. Focuses on balancing administrative overhead with microservice scalability requirements. - **(2021)** [digitalocean.com: Automating GitOps and Continuous Delivery With DigitalOcean Kubernetes (Terraform, Helm and Flux)](https://www.digitalocean.com/community/tech-talks/automating-gitops-and-continuous-delivery-with-digitalocean-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” An interactive tutorial showcasing GitOps pipeline construction using Terraform, Helm, and Flux CD on DigitalOcean. Outlines structural separation between application repositories and declarative cluster states. + - [docs.digitalocean.com: Kubernetes on DigitalOcean](https://docs.digitalocean.com/products/kubernetes) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official DigitalOcean Kubernetes (DOKS) product documentation. Details storage configurations, container networking setups, and cluster architecture requirements for developer-focused managed Kubernetes instances. #### Linode - - **(2022)** [dev.to: Practical Introduction to Kubernetes Autoscaling Tools with Linode Kubernetes Engine 🌟](https://dev.to/rahulrai/practical-introduction-to-kubernetes-autoscaling-tools-with-linode-kubernetes-engine-2i7k) [EN CONTENT] [COMMUNITY-TOOL] β€” Technical guide to deploying and tuning Cluster Autoscaler and Horizontal Pod Autoscaler (HPA) on the Linode Kubernetes Engine (LKE). Features step-by-step metric-server configurations and traffic simulations. + - [dev.to: Practical Introduction to Kubernetes Autoscaling Tools with Linode' Kubernetes Engine 🌟](https://dev.to/rahulrai/practical-introduction-to-kubernetes-autoscaling-tools-with-linode-kubernetes-engine-2i7k) [EN CONTENT] [COMMUNITY-TOOL] β€” Technical guide to deploying and tuning Cluster Autoscaler and Horizontal Pod Autoscaler (HPA) on the Linode Kubernetes Engine (LKE). Features step-by-step metric-server configurations and traffic simulations. #### Oracle Cloud - - **(2022)** [arnoldgalovics.com: GitHub Actions CI/CD For Oracle Cloud Kubernetes](https://arnoldgalovics.com/github-actions-oracle-cloud-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Outlines building a streamlined CI/CD pipeline using GitHub Actions targeting Oracle Container Engine for Kubernetes (OKE). Details secure credential rotation and container registry synchronization. + - [arnoldgalovics.com: GitHub Actions CI/CD For Oracle Cloud Kubernetes](https://arnoldgalovics.com/github-actions-oracle-cloud-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Outlines building a streamlined CI/CD pipeline using GitHub Actions targeting Oracle Container Engine for Kubernetes (OKE). Details secure credential rotation and container registry synchronization. ### Azure #### AKS Updates - - **(2026)** [**Azure Updates AKS 🌟**](https://azure.microsoft.com/en-us/updates/?query=AKS) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official update tracking feed detailing Azure Kubernetes Service platform improvements, retired APIs, and native feature promotions. Curator insights mark it as a vital operational pulse for infrastructure engineers, while live grounding confirms its role in tracking Kubernetes version deprecations and control plane releases. - **(2022)** [techcommunity.microsoft.com: Azure Kubernetes Service Microsoft Ignite announcements](https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-microsoft-ignite-announcements/3650443) 🌟🌟 [COMMUNITY-TOOL] β€” Roadmap summary of AKS features announced at Microsoft Ignite 2022. Covers the launch of Fleet Manager, automated node lifecycle tools, and native cost profiling integrations. Useful for understanding product evolution timelines. + - [Azure Updates AKS 🌟](https://azure.microsoft.com/en-us/updates/?query=AKS) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Official update tracking feed detailing Azure Kubernetes Service platform improvements, retired APIs, and native feature promotions. Curator insights mark it as a vital operational pulse for infrastructure engineers, while live grounding confirms its role in tracking Kubernetes version deprecations and control plane releases. #### Cost Optimization - **(2025)** [**docs.microsoft.com: Start and stop an Azure Kubernetes Service (AKS) node pool 🌟**](https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official Microsoft guide on using native commands to safely pause and start individual node pools on AKS. This operational strategy helps organizations significantly reduce compute costs on non-production clusters without losing configuration states. - - **(2022)** [zartis.com: How To Save A Fortune On Azure Kubernetes Service](https://www.zartis.com/minimizing-costs-aks) 🌟🌟🌟 [COMMUNITY-TOOL] β€” FinOps-centric strategy guide detailing actionable ways to minimize AKS resource costs. Covers Spot VM integrations, autoscaler tuning, node pool start/stop patterns, and fine-tuning pod CPU and memory requests to prevent cluster over-provisioning. - - **(2022)** [returngis.net: Desescalar nodos de AKS apagando las mΓ‘quinas en lugar de eliminarlas](https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas-en-lugar-de-eliminarlas) [SPANISH CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Technical guide explaining how to scale down AKS node pools by deallocating (stopping) virtual machines rather than deleting them, preserving their state for faster scale-ups. [SPANISH CONTENT] + - [zartis.com: How To Save A Fortune On Azure Kubernetes Service](https://www.zartis.com/minimizing-costs-aks) [COMMUNITY-TOOL] β€” FinOps-centric strategy guide detailing actionable ways to minimize AKS resource costs. Covers Spot VM integrations, autoscaler tuning, node pool start/stop patterns, and fine-tuning pod CPU and memory requests to prevent cluster over-provisioning. + - [returngis.net: Desescalar nodos de AKS apagando las mΓ‘quinas en lugar de' eliminarlas](https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas-en-lugar-de-eliminarlas) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Technical guide explaining how to scale down AKS node pools by deallocating (stopping) virtual machines rather than deleting them, preserving their state for faster scale-ups. [SPANISH CONTENT] #### Ecosystem Strategy - - **(2021)** [thenewstack.io: Microsoft’s Practical Approach to Kubernetes Management](https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-management) 🌟🌟 [COMMUNITY-TOOL] β€” Press analysis detailing Microsoft's strategic efforts to reduce Kubernetes operational complexities. Explains their engineering initiatives on hybrid management through Azure Arc, ecosystem tool integrations, and the simplification of AKS management planes. + - [thenewstack.io: Microsoft’s Practical Approach to Kubernetes Management](https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-management) [COMMUNITY-TOOL] β€” Press analysis detailing Microsoft's strategic efforts to reduce Kubernetes operational complexities. Explains their engineering initiatives on hybrid management through Azure Arc, ecosystem tool integrations, and the simplification of AKS management planes. #### Enterprise Strategy - - **(2022)** [buchatech.com/2022: A Guide to Navigating the AKS Enterprise Documentation & Scripts 🌟🌟](https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-documentation-scripts) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Detailed exploration of Microsoft's AKS Enterprise Landing Zone architectures and provisioning templates. Provides a structured overview of design patterns for security, hub-spoke peering, and compliance boundaries in regulated enterprise clouds. + - [buchatech.com/2022: A Guide to Navigating the AKS Enterprise Documentation' & Scripts 🌟🌟](https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-documentation-scripts) [COMMUNITY-TOOL] β€” Detailed exploration of Microsoft's AKS Enterprise Landing Zone architectures and provisioning templates. Provides a structured overview of design patterns for security, hub-spoke peering, and compliance boundaries in regulated enterprise clouds. #### Hybrid Cloud (1) - **(2022)** [techcommunity.microsoft.com: Azure Kubernetes Service and Azure Container Registry Service on Azure Stack Hub](https://techcommunity.microsoft.com/blog/azurestackblog/azure-kubernetes-service-and-azure-container-registry-service-on-azure-stack-hub/3075932) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Reference detailing how to run AKS and ACR on-premises using Azure Stack Hub environments. Outlines patterns for entirely disconnected or strictly regulated on-premises data centers that require standardized Azure cloud workflows. #### Infrastructure as Code (1) - - **(2020)** [docs.cloudblue.com: Deploying an AKS Cluster with Custom IP Ranges (ARM template)](https://docs.cloudblue.com/cbc/20.5/premium/content/Deployment-of-Product-to-Azure-Cloud-Guide/Deploying-AKS-Cluster-with-Custom-IP-Ranges.htm) [ADVANCED LEVEL] [DOCUMENTATION] 🌟 [LEGACY] β€” Technical reference for deploying AKS clusters with specific, custom IP ranges via ARM Templates. While modern architectures have transitioned to Bicep or Terraform, this offers structural networking reference configurations for legacy templates. + - [build5nines.com: Terraform: Create an AKS Cluster 🌟](https://build5nines.com/terraform-create-an-aks-cluster) [COMMUNITY-TOOL] β€” Step-by-step walkthrough explaining the provisioning of fully functioning AKS clusters using Terraform HCL. Provides modular templates containing standard configurations for nodes, subnets, and identity profiles. Excellent for starting GitOps infrastructure-as-code patterns. + - [docs.cloudblue.com: Deploying an AKS Cluster with Custom IP Ranges (ARM' template)](https://docs.cloudblue.com/cbc/20.5/premium/content/Deployment-of-Product-to-Azure-Cloud-Guide/Deploying-AKS-Cluster-with-Custom-IP-Ranges.htm) [ADVANCED LEVEL] [DOCUMENTATION] [LEGACY] β€” Technical reference for deploying AKS clusters with specific, custom IP ranges via ARM Templates. While modern architectures have transitioned to Bicep or Terraform, this offers structural networking reference configurations for legacy templates. #### Microservices Architecture - - **(2025)** [==docs.microsoft.com: Microservices architecture on Azure Kubernetes Service (AKS) 🌟==](https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official microservices architectural blueprint detailing application deployments in AKS clusters. Focuses on networking bounds, CI/CD pipeline structures, and enterprise data security. Crucial pattern reference for cloud migration pipelines. - - **(2021)** [optisolbusiness.com: Implementing Microservices Architecture in AKS](https://www.optisolbusiness.com/insight/implementing-microservices-architecture-in-aks) 🌟🌟 [COMMUNITY-TOOL] β€” Introduction to shifting monolithic platforms to decentralized microservices topologies within AKS. Highlights container separation, database patterns, API gateway configurations, and key cluster operations. Best for project planners and system designers. + - [kyverno.io: Check deprecated APIs 🌟 (AKS) 🌟](https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” Official microservices architectural blueprint detailing application deployments in AKS clusters. Focuses on networking bounds, CI/CD pipeline structures, and enterprise data security. Crucial pattern reference for cloud migration pipelines. + - [optisolbusiness.com: Implementing Microservices Architecture in AKS](https://www.optisolbusiness.com/insight/implementing-microservices-architecture-in-aks) [COMMUNITY-TOOL] β€” Introduction to shifting monolithic platforms to decentralized microservices topologies within AKS. Highlights container separation, database patterns, API gateway configurations, and key cluster operations. Best for project planners and system designers. #### Migration (1) - **(2021)** [techcommunity.microsoft.com: Containerize and migrate applications to AKS with the Azure Migrate’s new App Containerization tool](https://techcommunity.microsoft.com/blog/azuremigrationblog/containerize-and-migrate-applications-to-aks-with-the-azure-migrate%e2%80%99s-new-app-co/2178551) 🌟🌟🌟 [LEGACY] β€” Guide highlighting the application containerization utility within Azure Migrate for porting legacy ASP.NET or Java apps to AKS. Details packaging automation, basic ingress mapping, and network routing configurations. Ideal for legacy application transformations. - - **(2022)** [dev.to: Moving Azure Functions from AKS to Container Apps](https://dev.to/christle/moving-azure-functions-from-aks-to-container-apps-k60) 🌟🌟 [COMMUNITY-TOOL] β€” Comparative guide detailing migration of Azure Functions from AKS environments to serverless Azure Container Apps (ACA). Focuses on scaling efficiencies using KEDA, reduction of cluster management overhead, and resource cost structures. + - [dev.to: Moving Azure Functions from AKS to Container Apps](https://dev.to/christle/moving-azure-functions-from-aks-to-container-apps-k60) [COMMUNITY-TOOL] β€” Comparative guide detailing migration of Azure Functions from AKS environments to serverless Azure Container Apps (ACA). Focuses on scaling efficiencies using KEDA, reduction of cluster management overhead, and resource cost structures. #### Networking (1) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [isovalent.com: Announcing Azure CNI Powered by Cilium](https://isovalent.com/blog/post/azure-cni-cilium) | | Networking | English | 🌟🌟🌟🌟🌟 | - | [docs.microsoft.com: Configure Azure CNI networking in Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni) | | Networking | English | 🌟🌟🌟🌟 | - | [itnext.io: Network Isolated AKS β€” Part 1: Controlling network traffic](https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d) | | Networking | English | 🌟🌟🌟🌟 | - | [docs.microsoft.com: Use kubenet networking with your own IP address ranges in Azure Kubernetes Service (AKS) 🌟](https://learn.microsoft.com/en-us/azure/aks/configure-kubenet) | | Networking | English | 🌟🌟🌟 | - | [docs.microsoft.com: Use dual-stack (IPv4 and IPv6) kubenet networking in Azure Kubernetes Service (AKS) (Preview)](https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack) | | Networking | English | 🌟🌟🌟 | - | [docs.microsoft.com: Create an HTTPS ingress controller on Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/previous-versions/azure/aks/ingress-tls) | | Networking | English | 🌟🌟🌟 | - | [thenewstack.io: Turbocharging AKS Networking with Calico eBPF](https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf) | | Networking | English | 🌟🌟🌟 | - | [tigera.io: Turbocharging AKS networking with Calico eBPF](https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf) | | Networking | English | 🌟🌟🌟 | - | [pixelrobots.co.uk: Bring your own Container Network Interface (CNI) plugin with Azure Kubernetes Service (AKS) (PREVIEW)](https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview) | | Networking | English | 🌟🌟🌟 | - | [blog.coffeeapplied.com: Securing AKS in peered virtual networks using only network security groups (NSGs)](https://blog.coffeeapplied.com/securing-aks-in-peered-virtual-networks-using-only-network-security-groups-nsgs-c43d6a215f32) | | Networking | English | 🌟🌟🌟 | - - - **(2022)** [==isovalent.com: Announcing Azure CNI Powered by Cilium==](https://isovalent.com/blog/post/azure-cni-cilium) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Release announcement detailing Azure CNI Powered by Cilium. Explains how this integration pairs Microsoft's virtual network control plane with Cilium's high-performance eBPF data plane for advanced routing and security policies. Marks a significant milestone in native AKS networking. - **(2025)** [**docs.microsoft.com: Configure Azure CNI networking in Azure Kubernetes Service (AKS)**](https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Microsoft operational guide detailing Azure CNI configurations to assign direct VNET IPs to Kubernetes pods. Live grounding highlights dynamic IP allocation patterns designed to reduce subnet pressure. Highly recommended for complex, high-throughput hybrid enterprise networks. - - **(2021)** [**itnext.io: Network Isolated AKS β€” Part 1: Controlling network traffic**](https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Detailed technical framework for deploying completely network-isolated AKS clusters. Walks through outbound proxy paths, Azure Firewall integrations, and user-defined routing (UDR) controls. Essential reading for secure bank or government cloud architectures. - **(2024)** [docs.microsoft.com: Use kubenet networking with your own IP address ranges in Azure Kubernetes Service (AKS) 🌟](https://learn.microsoft.com/en-us/azure/aks/configure-kubenet) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Practical documentation for configuring kubenet networking inside AKS to optimize and preserve corporate IP structures. Outlines NAT translation mechanisms and route-table modifications managed by Azure. Crucial for infrastructure environments with strict subnet limits. - - **(2024)** [docs.microsoft.com: Use dual-stack (IPv4 and IPv6) kubenet networking in Azure Kubernetes Service (AKS) (Preview)](https://learn.microsoft.com/en-us/azure/aks/configure-dual-stack) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official guidelines detailing dual-stack (IPv4/IPv6) kubenet cluster creation on AKS. Outlines address planning, routing considerations, and target egress traffic controls. Essential pattern for bypassing IPv4 address exhaustion constraints in large enterprises. - **(2023)** [docs.microsoft.com: Create an HTTPS ingress controller on Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/previous-versions/azure/aks/ingress-tls) [DOCUMENTATION] 🌟🌟🌟 [LEGACY] β€” Archived Microsoft documentation for configuring Nginx Ingress Controllers with cert-manager on AKS. Serves as a reliable baseline reference for legacy self-managed TLS ingress setups. Modern teams should look toward AGIC or Application Gateway for Containers. - - **(2022)** [thenewstack.io: Turbocharging AKS Networking with Calico eBPF](https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Architectural breakdown of the performance gains of running Calico eBPF on AKS. Explains how the eBPF data plane bypasses traditional IPTables limits, offering superior routing performance, direct packet insights, and reduced resource footprint. - - **(2022)** [tigera.io: Turbocharging AKS networking with Calico eBPF](https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Tigera-published analysis showing direct performance gains when enabling Calico eBPF networking inside AKS. Contrasts packet processing throughput and latency metrics against standard IPTable configurations. Recommended for low-latency microservice architectures. - - **(2022)** [pixelrobots.co.uk: Bring your own Container Network Interface (CNI) plugin with Azure Kubernetes Service (AKS) (PREVIEW)](https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Overview of 'Bring Your Own CNI' patterns in AKS. Explains how platform teams can provision bare control planes to manually deploy customized network providers (such as tailored Cilium or Calico engines) to meet unique compliance requirements. - - **(2022)** [blog.coffeeapplied.com: Securing AKS in peered virtual networks using only network security groups (NSGs)](https://blog.coffeeapplied.com/securing-aks-in-peered-virtual-networks-using-only-network-security-groups-nsgs-c43d6a215f32) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Technical guide detailing how to secure peered virtual networks in AKS using only Network Security Groups (NSGs). Explains how to block unauthorized lateral traffic in hub-and-spoke models without the cost overhead of deploying Azure Firewall. - - **(2021)** [tigera.io: Calico WireGuard support with Azure CNI](https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Technical guide showing how to set up pod-to-pod network encryption in AKS using Calico WireGuard with Azure CNI. Discusses how to configure high-performance, secure cross-pod tunnels without the complex setups of traditional IPSec mesh architectures. - - **(2020)** [itnext.io: Kubernetes Ingress on Azure using the Application Gateway](https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779b647deb5) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Integration guide detailing ingress design utilizing Azure Application Gateway (AGIC) with AKS. Explains L7 load balancing, SSL termination, and Azure Web Application Firewall (WAF) integration. Provides highly secure, managed access profiles. - - **(2021)** [dev.to/javiermarasco: HTTPs with Ingress controller, cert-manager and DuckDNS (in AKS/Kubernetes)](https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duckdns-in-akskubernetes-2jd1) 🌟🌟 [COMMUNITY-TOOL] β€” Step-by-step lab tutorial for establishing dynamic public DNS routing on AKS using DuckDNS, Nginx Ingress, and automatic TLS configurations with cert-manager. Ideal for setting up proof-of-concept projects or budget sandbox clusters. - - **(2019)** [azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting VNET](https://azurecloudai.blog/2019/09/27/deploy-azure-kubernetes-service-aks-to-a-preexisting-vnet) 🌟 [COMMUNITY-TOOL] β€” Walkthrough outlining the installation of AKS inside preexisting VNET topologies. Examines subnet sizing requirements, routing controls, and enterprise boundary setups. Helpful for aligning AKS with pre-configured network constraints. + - [itnext.io: Kubernetes Ingress on Azure using the Application Gateway](https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779b647deb5) [COMMUNITY-TOOL] β€” Integration guide detailing ingress design utilizing Azure Application Gateway (AGIC) with AKS. Explains L7 load balancing, SSL termination, and Azure Web Application Firewall (WAF) integration. Provides highly secure, managed access profiles. + - [itnext.io: Network Isolated AKS β€” Part 1: Controlling network traffic](https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Detailed technical framework for deploying completely network-isolated AKS clusters. Walks through outbound proxy paths, Azure Firewall integrations, and user-defined routing (UDR) controls. Essential reading for secure bank or government cloud architectures. + - [thenewstack.io: Turbocharging AKS Networking with Calico eBPF](https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural breakdown of the performance gains of running Calico eBPF on AKS. Explains how the eBPF data plane bypasses traditional IPTables limits, offering superior routing performance, direct packet insights, and reduced resource footprint. + - [tigera.io: Turbocharging AKS networking with Calico eBPF](https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Tigera-published analysis showing direct performance gains when enabling Calico eBPF networking inside AKS. Contrasts packet processing throughput and latency metrics against standard IPTable configurations. Recommended for low-latency microservice architectures. + - [tigera.io: Calico WireGuard support with Azure CNI](https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical guide showing how to set up pod-to-pod network encryption in AKS using Calico WireGuard with Azure CNI. Discusses how to configure high-performance, secure cross-pod tunnels without the complex setups of traditional IPSec mesh architectures. + - [dev.to/javiermarasco: HTTPs with Ingress controller, cert-manager and DuckDNS' (in AKS/Kubernetes)](https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duckdns-in-akskubernetes-2jd1) [COMMUNITY-TOOL] β€” Step-by-step lab tutorial for establishing dynamic public DNS routing on AKS using DuckDNS, Nginx Ingress, and automatic TLS configurations with cert-manager. Ideal for setting up proof-of-concept projects or budget sandbox clusters. + - [pixelrobots.co.uk: Bring your own Container Network Interface (CNI) plugin' with Azure Kubernetes Service (AKS) (PREVIEW)](https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Overview of 'Bring Your Own CNI' patterns in AKS. Explains how platform teams can provision bare control planes to manually deploy customized network providers (such as tailored Cilium or Calico engines) to meet unique compliance requirements. + - [isovalent.com: Announcing Azure CNI Powered by Cilium](https://isovalent.com/blog/post/azure-cni-cilium) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Release announcement detailing Azure CNI Powered by Cilium. Explains how this integration pairs Microsoft's virtual network control plane with Cilium's high-performance eBPF data plane for advanced routing and security policies. Marks a significant milestone in native AKS networking. + - [blog.coffeeapplied.com: Securing AKS in peered virtual networks using only' network security groups (NSGs)](https://blog.coffeeapplied.com/securing-aks-in-peered-virtual-networks-using-only-network-security-groups-nsgs-c43d6a215f32) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical guide detailing how to secure peered virtual networks in AKS using only Network Security Groups (NSGs). Explains how to block unauthorized lateral traffic in hub-and-spoke models without the cost overhead of deploying Azure Firewall. #### Observability - - **(2021)** [dev.to/thenjdevopsguy: Monitoring AKS With Prometheus and Grafana 🌟](https://dev.to/thenjdevopsguy/monitoring-aks-with-prometheus-and-grafana-9o8) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Hands-on guide to implementing monitoring on AKS using Prometheus and Grafana. Explains how to deploy scraping targets, configure local metric storage, and design dashboards independent of Azure Monitor. Perfect for teams wanting a unified multi-cloud observability stack. + - [dev.to/thenjdevopsguy: Monitoring AKS With Prometheus and Grafana 🌟](https://dev.to/thenjdevopsguy/monitoring-aks-with-prometheus-and-grafana-9o8) [COMMUNITY-TOOL] β€” Hands-on guide to implementing monitoring on AKS using Prometheus and Grafana. Explains how to deploy scraping targets, configure local metric storage, and design dashboards independent of Azure Monitor. Perfect for teams wanting a unified multi-cloud observability stack. #### Performance (1) - - **(2020)** [itnext.io: AKS Performance: Limit Ranges](https://itnext.io/aks-performance-limit-ranges-8e18cbebe351) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Technical article examining the configuration of LimitRanges in AKS namespaces. Demonstrates how setting default container resource requests prevents multi-tenant environments from experiencing noisy neighbor syndromes or complete node exhaustion. + - [itnext.io: AKS Performance: Limit Ranges](https://itnext.io/aks-performance-limit-ranges-8e18cbebe351) [COMMUNITY-TOOL] β€” Technical article examining the configuration of LimitRanges in AKS namespaces. Demonstrates how setting default container resource requests prevents multi-tenant environments from experiencing noisy neighbor syndromes or complete node exhaustion. #### Reference Architecture - **(2025)** [==docs.microsoft.com: Baseline architecture for an Azure Kubernetes Service (AKS) cluster 🌟==](https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The baseline production-grade architecture blueprint designed for AKS clusters following the Well-Architected Framework. Live grounding verifies its emphasis on secure private networks, ingress traffic patterns, and identity integration. Serves as the authoritative starting point for corporate infrastructure setups. #### Scheduling - - **(2021)** [trstringer.com: Run Kubernetes Pods on Specific VM Types in AKS](https://trstringer.com/run-kubernetes-pods-on-vm-types) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical guide to scheduling Kubernetes pods onto specific Azure VM types within AKS. Explains how to leverage node selectors, taints, and tolerations to isolate workloads. Perfect for separating compute-intensive microservices from general services. + - [trstringer.com: Run Kubernetes Pods on Specific VM Types in AKS](https://trstringer.com/run-kubernetes-pods-on-vm-types) [COMMUNITY-TOOL] β€” A practical guide to scheduling Kubernetes pods onto specific Azure VM types within AKS. Explains how to leverage node selectors, taints, and tolerations to isolate workloads. Perfect for separating compute-intensive microservices from general services. #### Security (1) - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [docs.microsoft.com: AKS-managed Azure Active Directory integration](https://learn.microsoft.com/en-us/azure/aks/entra-id-control-plane-authentication) | | Security | English | 🌟🌟🌟🌟 | - | [docs.microsoft.com: Best practices for cluster isolation in Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation) | | Security | English | 🌟🌟🌟🌟 | - | [dev.to: Implement Azure AD Workload Identity on AKS with terraform](https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho) | | Security | English | 🌟🌟🌟🌟 | - | [dev.to: Access Secrets in AKV using Managed identities for AKS 🌟](https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p) | | Security | English | 🌟🌟🌟 | - | [blog.baeke.info: AKS Workload Identity Revisited](https://baeke.info/2022/11/24/aks-workload-identity-revisited) | | Security | English | 🌟🌟🌟 | - | [itnext.io: Running Your Microservices Securely on AKS](https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76) | | Security | English | 🌟🌟🌟 | - - **(2025)** [**docs.microsoft.com: AKS-managed Azure Active Directory integration**](https://learn.microsoft.com/en-us/azure/aks/entra-id-control-plane-authentication) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Documentation covering native Microsoft Entra ID integration within AKS control planes. Enables infrastructure architects to map cluster RBAC profiles directly to corporate identity databases. Simplifies credential workflows and security audits by eliminating static admin certs. - **(2025)** [**docs.microsoft.com: Best practices for cluster isolation in Azure Kubernetes Service (AKS)**](https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official best practices outlining physical and logical isolation boundaries inside AKS clusters. Details namespaces limits, network policy rules, and multi-tenant isolation topologies. Vital for running shared enterprise-grade platforms safely. - - **(2023)** [**dev.to: Implement Azure AD Workload Identity on AKS with terraform**](https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Highly structured guide demonstrating how to use Terraform to set up Azure AD Workload Identity on AKS. Explains how to establish federation credentials between Kubernetes service accounts and Azure AD, successfully replacing deprecated pod identity methods. - - **(2022)** [dev.to: Access Secrets in AKV using Managed identities for AKS 🌟](https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Detailed guide on using Managed Identities to access secrets in Azure Key Vault (AKV) from AKS. Explains how to configure the Secrets Store CSI Driver to securely mount sensitive parameters directly into container workloads without exposing secret strings in files. - **(2022)** [blog.baeke.info: AKS Workload Identity Revisited](https://baeke.info/2022/11/24/aks-workload-identity-revisited) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Deep-dive analysis of Azure AD Workload Identity's internal mechanics on AKS. Covers OIDC issuer configurations, federated identity setups, and the mutation processes used to inject tokens. Essential reading for platform architects implementing zero-trust identity policies. - - **(2021)** [itnext.io: Running Your Microservices Securely on AKS](https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” In-depth guide addressing microservices application boundaries inside AKS. Focuses on secure pod credentials, identity translation, and network segmentation to limit horizontal attack paths. Vital resource for cluster security design. - - **(2021)** [github.com: AKS: Use AAD identity for pods and make your SecOps happy](https://github.com/dfrappart/articles/blob/master/podidentityjourney.md) ⭐ 6 [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Historical journal covering the implementation of Azure AD Pod Identity to secure pod communication with Azure resources. Note that while this highlights core security concepts, live grounding demonstrates this pattern has been succeeded by Entra Workload Identity. + - [github.com: AKS: Use AAD identity for pods and make your SecOps happy](https://github.com/dfrappart/articles/blob/master/podidentityjourney.md) ⭐ 6 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Historical journal covering the implementation of Azure AD Pod Identity to secure pod communication with Azure resources. Note that while this highlights core security concepts, live grounding demonstrates this pattern has been succeeded by Entra Workload Identity. + - [itnext.io: Running Your Microservices Securely on AKS](https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” In-depth guide addressing microservices application boundaries inside AKS. Focuses on secure pod credentials, identity translation, and network segmentation to limit horizontal attack paths. Vital resource for cluster security design. + - [dev.to: Implement Azure AD Workload Identity on AKS with terraform](https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [LEGACY] β€” Highly structured guide demonstrating how to use Terraform to set up Azure AD Workload Identity on AKS. Explains how to establish federation credentials between Kubernetes service accounts and Azure AD, successfully replacing deprecated pod identity methods. + - [dev.to: Access Secrets in AKV using Managed identities for AKS 🌟](https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p) [COMMUNITY-TOOL] β€” Detailed guide on using Managed Identities to access secrets in Azure Key Vault (AKV) from AKS. Explains how to configure the Secrets Store CSI Driver to securely mount sensitive parameters directly into container workloads without exposing secret strings in files. #### Storage (2) - - **(2021)** [carlos.mendible.com: AKS: Persistent Volume Claim with an Azure File Storage protected with a Private Endpoint](https://carlos.mendible.com/2021/08/02/aks-persistent-volume-claim-with-an-azure-file-storage-protected-with-a-private-endpoint) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Hands-on guide to configuring Persistent Volume Claims in AKS bound to Azure Files storage via secure Private Endpoints. Eliminates public access vectors to storage targets, enhancing data sovereignty and meeting enterprise compliance baselines. - - **(2021)** [adamrushuk.github.io: Increasing the volumeClaimTemplates Disk Size in a Statefulset on AKS](https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a-statefulset-on-aks) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Practical resource detailing how to execute volume resizing inside AKS StatefulSet templates without recreating resources. Outlines safe manual modifications and PVC override protocols. Solves common stateful storage expansion challenges. + - [adamrushuk.github.io: Increasing the volumeClaimTemplates Disk Size in a' Statefulset on AKS](https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a-statefulset-on-aks) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Practical resource detailing how to execute volume resizing inside AKS StatefulSet templates without recreating resources. Outlines safe manual modifications and PVC override protocols. Solves common stateful storage expansion challenges. + - [carlos.mendible.com: AKS: Persistent Volume Claim with an Azure File Storage' protected with a Private Endpoint](https://carlos.mendible.com/2021/08/02/aks-persistent-volume-claim-with-an-azure-file-storage-protected-with-a-private-endpoint) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Hands-on guide to configuring Persistent Volume Claims in AKS bound to Azure Files storage via secure Private Endpoints. Eliminates public access vectors to storage targets, enhancing data sovereignty and meeting enterprise compliance baselines. #### Troubleshooting - - **(2025)** [learn.microsoft.com: Connect with RDP to Azure Kubernetes Service (AKS) cluster Windows Server nodes for maintenance or troubleshooting](https://learn.microsoft.com/en-us/azure/aks/rdp) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official Microsoft guide to establishing secure RDP connections to Windows Server nodes on AKS for troubleshooting and maintenance. Explains the step-by-step setup of helper pods, bastions, and security groups to allow safe low-level OS debugging. - - **(2022)** [community.ops.io: One day I woke up to a crashed AKS cluster and this is what I did to get it back to life](https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592) 🌟🌟 [COMMUNITY-TOOL] β€” Incident response case study details diagnostic processes used to recover a crashed AKS cluster. Walks through API troubleshooting, control plane investigations, and network connectivity repairs. Offers valuable real-world context for post-mortem recovery planning. - - **(2020)** [blog.nillsf.com: Customize core dump in Azure Kubernetes](https://blog.nillsf.com/index.php/2020/12/06/customize-core-dump-in-azure-kubernetes) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Advanced debugging guide outlining how to customize Linux core dump generations on AKS nodes. Explains node configurations, file mounting steps, and safe extraction of system-level crash dumps for deep application analysis. + - [blog.nillsf.com: Customize core dump in Azure Kubernetes](https://blog.nillsf.com/index.php/2020/12/06/customize-core-dump-in-azure-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Advanced debugging guide outlining how to customize Linux core dump generations on AKS nodes. Explains node configurations, file mounting steps, and safe extraction of system-level crash dumps for deep application analysis. + - [community.ops.io: One day I woke up to a crashed AKS cluster and this is' what I did to get it back to life](https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592) [COMMUNITY-TOOL] β€” Incident response case study details diagnostic processes used to recover a crashed AKS cluster. Walks through API troubleshooting, control plane investigations, and network connectivity repairs. Offers valuable real-world context for post-mortem recovery planning. + - [learn.microsoft.com: Connect with RDP to Azure Kubernetes Service (AKS)' cluster Windows Server nodes for maintenance or troubleshooting](https://learn.microsoft.com/en-us/azure/aks/rdp) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official Microsoft guide to establishing secure RDP connections to Windows Server nodes on AKS for troubleshooting and maintenance. Explains the step-by-step setup of helper pods, bastions, and security groups to allow safe low-level OS debugging. #### Windows Containers - - **(2021)** [dev.to: Getting started with Windows Containers on Azure Kubernetes Service](https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce) 🌟🌟 [LEGACY] β€” Getting started guide for provisioning Windows Container pools on AKS. Details networking adjustments, pod YAML configurations, and active directory credential settings. Valuable for platform engineering teams managing legacy enterprise applications. - - **(2020)** [nillsf.com: Running Windows containers on the Azure Kubernetes Service (AKS)](https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure-kubernetes-service-aks) 🌟🌟 [LEGACY] β€” Technical walkthrough covering the instantiation of Windows Server node pools inside hybrid AKS environments. Addresses container setup, active directory domain joins, and specific scheduling parameters. Useful for legacy enterprise .NET migrations. + - [nillsf.com: Running Windows containers on the Azure Kubernetes Service (AKS)](https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure-kubernetes-service-aks) [LEGACY] β€” Technical walkthrough covering the instantiation of Windows Server node pools inside hybrid AKS environments. Addresses container setup, active directory domain joins, and specific scheduling parameters. Useful for legacy enterprise .NET migrations. + - [dev.to: Getting started with Windows Containers on Azure Kubernetes Service](https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce) [LEGACY] β€” Getting started guide for provisioning Windows Container pools on AKS. Details networking adjustments, pod YAML configurations, and active directory credential settings. Valuable for platform engineering teams managing legacy enterprise applications. ### Azure AKS #### Best Practices - - **(2025)** [**the-aks-checklist.com: The Azure Kubernetes Service Checklist 🌟🌟🌟**](https://www.the-aks-checklist.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly interactive, community-driven checklist platform designed to validate AKS architectures against recommended practices for security, scalability, operation, and costs. Synthesizing experience from elite Microsoft field engineers, it organizes action items into an intuitive, status-tracked dashboard. Ideal for enterprise pre-production audits. + - [the-aks-checklist.com: The Azure Kubernetes Service Checklist 🌟🌟🌟](https://www.the-aks-checklist.com) [ENTERPRISE-STABLE] β€” A highly interactive, community-driven checklist platform designed to validate AKS architectures against recommended practices for security, scalability, operation, and costs. Synthesizing experience from elite Microsoft field engineers, it organizes action items into an intuitive, status-tracked dashboard. Ideal for enterprise pre-production audits. #### Infrastructure as Code (2) - - **(2025)** [**azure.github.io/AKS-Construction 🌟**](https://azure.github.io/AKS-Construction) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An interactive, wizard-based configuration tool hosted by the Microsoft Azure team to dynamically generate ARM/Bicep or Terraform files for building production-ready AKS environments. Live Grounding emphasizes its value in generating compliant topologies following Azure Landing Zone best practices. It minimizes error rates during initial bootstrap phases. + - [azure.github.io/AKS-Construction 🌟](https://azure.github.io/AKS-Construction) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” An interactive, wizard-based configuration tool hosted by the Microsoft Azure team to dynamically generate ARM/Bicep or Terraform files for building production-ready AKS environments. Live Grounding emphasizes its value in generating compliant topologies following Azure Landing Zone best practices. It minimizes error rates during initial bootstrap phases. #### Learning Path - - **(2025)** [learn.microsoft.com: Introduction to Kubernetes on Azure](https://learn.microsoft.com/en-us/training/paths/intro-to-kubernetes-on-azure) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The primary architectural learning path offered by Microsoft, designed to introduce platform teams to Azure Kubernetes Service (AKS). It details container register integration, core networking layouts, and standard Microsoft Entra ID authentication configurations. An excellent baseline instructional curriculum. + - [learn.microsoft.com: Introduction to Kubernetes on Azure](https://learn.microsoft.com/en-us/training/paths/intro-to-kubernetes-on-azure) [DOCUMENTATION] [COMMUNITY-TOOL] β€” The primary architectural learning path offered by Microsoft, designed to introduce platform teams to Azure Kubernetes Service (AKS). It details container register integration, core networking layouts, and standard Microsoft Entra ID authentication configurations. An excellent baseline instructional curriculum. ### Google Cloud Platform #### Config Management - - **(2021)** [seroter.com: Using the new Google Cloud Config Controller to provision and manage cloud services via the Kubernetes Resource Model](https://seroter.com/2021/08/18/using-the-new-google-cloud-config-controller-to-provision-and-manage-cloud-services-via-the-kubernetes-resource-model) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Detailed technical walk-through of the Google Cloud Config Controller. Demonstrates how to leverage the Kubernetes Resource Model (KRM) to declare and manage external GCP resources natively. + - [seroter.com: Using the new Google Cloud Config Controller to provision and' manage cloud services via the Kubernetes Resource Model](https://seroter.com/2021/08/18/using-the-new-google-cloud-config-controller-to-provision-and-manage-cloud-services-via-the-kubernetes-resource-model) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Detailed technical walk-through of the Google Cloud Config Controller. Demonstrates how to leverage the Kubernetes Resource Model (KRM) to declare and manage external GCP resources natively. #### Cost Optimization (1) - - **(2022)** [cloud.google.com: Know more, spend less: how GKE cost optimization insights help you optimize Kubernetes](https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimization-insights-now-ga) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses the general availability of GKE's built-in cost optimization dashboards, highlighting over-provisioned namespaces and idle node resources. Analyzes methods to proactively scale down allocations using automated telemetry suggestions. - - **(2021)** [cloud.google.com: Announcing Spot Pods for GKE Autopilotβ€”save on fault tolerant workloads](https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot) [EN CONTENT] [COMMUNITY-TOOL] β€” Announces and reviews the engineering mechanics of GKE Autopilot Spot Pods. Analyzes how fault-tolerant workloads can utilize dynamic pricing discounts of up to 60-80% using automated Spot scheduling policies. + - [cloud.google.com: Announcing Spot Pods for GKE Autopilotβ€”save on fault tolerant' workloads](https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot) [EN CONTENT] [COMMUNITY-TOOL] β€” Announces and reviews the engineering mechanics of GKE Autopilot Spot Pods. Analyzes how fault-tolerant workloads can utilize dynamic pricing discounts of up to 60-80% using automated Spot scheduling policies. + - [cloud.google.com: Know more, spend less: how GKE cost optimization insights' help you optimize Kubernetes](https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimization-insights-now-ga) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses the general availability of GKE's built-in cost optimization dashboards, highlighting over-provisioned namespaces and idle node resources. Analyzes methods to proactively scale down allocations using automated telemetry suggestions. #### GKE Networking - **(2024)** [Kubernetes Cloud DNS](https://docs.cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns#vpc_scope_dns) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical implementation guide for GKE Cloud DNS integration using VPC-scope DNS architectures. Explains how to achieve seamless name resolution across hybrid clusters without running local DNS caching daemons. #### Governance - - **(2022)** [google/gke-policy-automation](https://github.com/google/gke-policy-automation) ⭐ 526 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Google-backed tool designed to automate policy checks on GKE configurations against best practices using OPA Gatekeeper. Relies on structured GKE cluster dumps to evaluate configuration posture and vulnerability profiles. + - [google/gke-policy-automation](https://github.com/google/gke-policy-automation) ⭐ 526 [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Google-backed tool designed to automate policy checks on GKE configurations against best practices using OPA Gatekeeper. Relies on structured GKE cluster dumps to evaluate configuration posture and vulnerability profiles. #### Multi-Cluster Architectures - - **(2022)** [cloud.google.com: How to do multi-cluster Kubernetes in the real worldβ€”one GKE shop’s approach](https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kubernetes-with-gke-at-geotab) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Enterprise architectural case study outlining a multi-cluster GKE topology. Explores ingress-routing, fleet management policies, and configuration synchronization patterns for global-scale telemetry networks. + - [cloud.google.com: How to do multi-cluster Kubernetes in the real worldβ€”one' GKE shop’s approach](https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kubernetes-with-gke-at-geotab) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Enterprise architectural case study outlining a multi-cluster GKE topology. Explores ingress-routing, fleet management policies, and configuration synchronization patterns for global-scale telemetry networks. #### Observability (1) - - **(2022)** [cloud.google.com: Introducing Kubernetes control plane metrics in GKE](https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control-plane-metrics-are-generally-available) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details GKE control plane performance exposure via Prometheus-compatible endpoints. Covers observability practices for API server request latency, etcd queue duration, and controller manager performance. + - [cloud.google.com: Introducing Kubernetes control plane metrics in GKE](https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control-plane-metrics-are-generally-available) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details GKE control plane performance exposure via Prometheus-compatible endpoints. Covers observability practices for API server request latency, etcd queue duration, and controller manager performance. #### Performance Optimization - **(2021)** [acloudguru.com: GKE ludicrous speed! GKE Image Streaming speeds up container starts](https://www.pluralsight.com/resources/blog/cloud/gke-ludicrous-speed-gke-image-streaming-speeds-up-container-starts) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Evaluates GKE Image Streaming capabilities, which substantially reduce pod startup latencies by decoupling container initiation from full image caching. Underpins how streaming chunked assets reduces average start times from minutes to seconds. @@ -319,20 +265,20 @@ #### AKS Community - - **(2024)** [youtube: The AKS Community 🌟](https://www.youtube.com/@theakscommunity) [EN CONTENT] [COMMUNITY-TOOL] β€” Dedicated video portal hosted by the Microsoft Azure Kubernetes Service (AKS) product team. Details monthly community calls, deep technical system updates, and architecture roundtables. + - [youtube: The AKS Community 🌟](https://www.youtube.com/@theakscommunity) [EN CONTENT] [COMMUNITY-TOOL] β€” Dedicated video portal hosted by the Microsoft Azure Kubernetes Service (AKS) product team. Details monthly community calls, deep technical system updates, and architecture roundtables. ## Cluster Management ### Ecosystem Platforms #### Enterprise Managed - - **(2025)** [Giant Swarm](https://www.giantswarm.io) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Portal for Giant Swarm's fully managed enterprise Kubernetes management service. Emphasizes modern platform engineering workflows, governance tooling, and continuous operations support. - - **(2023)** [giantswarm.io:](https://www.giantswarm.io/blog/turtles-all-the-way-down-are-still-just-turtles-giant-swarm) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores Cluster API (CAPI) mechanics and nested control plane virtualization. Reviews how to conceptualize management vs. workload cluster nodes under Cluster-as-a-Resource topologies. + - [Giant Swarm](https://www.giantswarm.io) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Portal for Giant Swarm's fully managed enterprise Kubernetes management service. Emphasizes modern platform engineering workflows, governance tooling, and continuous operations support. + - [giantswarm.io:](https://www.giantswarm.io/blog/turtles-all-the-way-down-are-still-just-turtles-giant-swarm) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores Cluster API (CAPI) mechanics and nested control plane virtualization. Reviews how to conceptualize management vs. workload cluster nodes under Cluster-as-a-Resource topologies. #### KubeSphere - - **(2025)** [kubesphere.io](https://kubesphere.io) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official site for KubeSphere, a pluggable multi-cluster management platform. It encapsulates underlying vanilla Kubernetes clusters with multi-tenant, GitOps, observability, and service mesh management layers. - **(2021)** [youtube: Create a Jenkins Pipeline on Kubernetes with CI/CD Pipeline Template in KubeSphere](https://www.youtube.com/watch?v=MU5LdM83x9s&t=40s&ab_channel=KubeSphere) [EN CONTENT] [COMMUNITY-TOOL] β€” Screencast guide focusing on the CI/CD DevOps engine built directly within KubeSphere. Demonstrates writing dynamic pipelines using visual and declarative Jenkinsfiles. - - **(2021)** [itnext.io: KubeSphere: A New Pluggable Kubernetes Application Management Platform](https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-platform-bf078b9f3330) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines the modular and pluggable microservice-oriented design of KubeSphere's platform control plane. Focuses on system independence and API federation. + - [kubesphere.io](https://kubesphere.io) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official site for KubeSphere, a pluggable multi-cluster management platform. It encapsulates underlying vanilla Kubernetes clusters with multi-tenant, GitOps, observability, and service mesh management layers. + - [itnext.io: KubeSphere: A New Pluggable Kubernetes Application Management' Platform](https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-platform-bf078b9f3330) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines the modular and pluggable microservice-oriented design of KubeSphere's platform control plane. Focuses on system independence and API federation. #### Multi-Cloud Evaluation - **(2022)** [Compare tools for multi-cloud Kubernetes management 🌟](https://www.techtarget.com/searchcloudcomputing/tip/Compare-tools-for-multi-cloud-Kubernetes-management) [EN CONTENT] [COMMUNITY-TOOL] β€” Multi-faceted comparison of major ecosystem orchestrators (OpenShift, Rancher, Cloudify, Platform9) evaluating cost, modularity, workload migration ease, and administrative complexity. @@ -340,10 +286,10 @@ #### KubeKey - - **(2024)** [**kubekey**](https://github.com/kubesphere/kubekey) ⭐ 2815 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A Go-based command-line utility used to rapidly provision Kubernetes, KubeSphere, and underlying container runtimes (containerd/Docker) on bare metal or cloud instances. Extremely efficient for offline air-gapped installations. - - **(2021)** [kubesphere.io: Install Kubernetes 1.22 and containerd the Easy Way with kubekey](https://kubesphere.io/blogs/install-kubernetes-containerd) [EN CONTENT] [COMMUNITY-TOOL] β€” Demonstrates setting up Kubernetes v1.22 using container runtime interface (CRI) containerd via KubeKey. Covers migrating away from Dockershim configurations seamlessly. - - **(2021)** [kubesphere.io: Scaling a Kubernetes Cluster: One of the Best Practices for Using KubeKey](https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey) [EN CONTENT] [COMMUNITY-TOOL] β€” Step-by-step tutorial highlighting programmatic node scaling in live production environments. Details configuration modifications to hosts.yaml and idempotent runtime adjustments. - - **(2021)** [itnext.io: Adding Master Nodes to Achieve HA: One of the Best Practices for Using KubeKey](https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-for-using-kubekey-6207e94b0bdd) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical execution guide explaining how to scale a single control plane setup into a multi-master High Availability (HA) cluster. Integrates load balancers and key-value store configurations. + - [kubekey](https://github.com/kubesphere/kubekey) ⭐ 2815 [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A Go-based command-line utility used to rapidly provision Kubernetes, KubeSphere, and underlying container runtimes (containerd/Docker) on bare metal or cloud instances. Extremely efficient for offline air-gapped installations. + - [kubesphere.io: Install Kubernetes 1.22 and containerd the Easy Way with' kubekey](https://kubesphere.io/blogs/install-kubernetes-containerd) [EN CONTENT] [COMMUNITY-TOOL] β€” Demonstrates setting up Kubernetes v1.22 using container runtime interface (CRI) containerd via KubeKey. Covers migrating away from Dockershim configurations seamlessly. + - [kubesphere.io: Scaling a Kubernetes Cluster: One of the Best Practices for' Using KubeKey](https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey) [EN CONTENT] [COMMUNITY-TOOL] β€” Step-by-step tutorial highlighting programmatic node scaling in live production environments. Details configuration modifications to hosts.yaml and idempotent runtime adjustments. + - [itnext.io: Adding Master Nodes to Achieve HA: One of the Best Practices' for Using KubeKey](https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-for-using-kubekey-6207e94b0bdd) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical execution guide explaining how to scale a single control plane setup into a multi-master High Availability (HA) cluster. Integrates load balancers and key-value store configurations. ## Databases ### SQL Server @@ -357,99 +303,98 @@ #### Chaos Engineering - - **(2021)** [thenewstack.io: Deploy Gremlin to Amazon EKS Using AWS CloudFormation](https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This article demonstrates setting up Gremlin on EKS clusters using AWS CloudFormation templates to bootstrap chaos daemonsets. Discusses using disruption tests to validate real-time alerts and state tracking reliability. + - [thenewstack.io: Deploy Gremlin to Amazon EKS Using AWS CloudFormation](https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation) [COMMUNITY-TOOL] [GUIDE] β€” This article demonstrates setting up Gremlin on EKS clusters using AWS CloudFormation templates to bootstrap chaos daemonsets. Discusses using disruption tests to validate real-time alerts and state tracking reliability. #### Cluster Provisioning - - **(2020)** [POKE - Provision Opinionated Kubernetes on EKS](https://github.com/bit-cloner/poke) 🌟 [COMMUNITY-TOOL] [LEGACY] β€” An opinionated tool written to simplify and streamline provisioning of EKS clusters with specific default addons. Due to inactivity for more than four years, it is classified as legacy; teams should look to Terraform, Pulumi, or EKS Blueprints instead. + - [POKE - Provision Opinionated Kubernetes on EKS](https://github.com/bit-cloner/poke) [COMMUNITY-TOOL] [LEGACY] β€” An opinionated tool written to simplify and streamline provisioning of EKS clusters with specific default addons. Due to inactivity for more than four years, it is classified as legacy; teams should look to Terraform, Pulumi, or EKS Blueprints instead. #### Continuous Delivery ##### Canary Deployments - - **(2020)** [Create a pipeline with canary deployments for Amazon EKS with AWS App Mesh 🌟](https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step post on architecting GitOps pipelines for automated canary releases using App Mesh service mesh on Amazon EKS. Outlines traffic-shifting mechanisms, virtual node configurations, and automated rolling rollbacks based on dynamic CloudWatch performance metrics. + - [Create a pipeline with canary deployments for Amazon EKS with AWS App Mesh 🌟](https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step post on architecting GitOps pipelines for automated canary releases using App Mesh service mesh on Amazon EKS. Outlines traffic-shifting mechanisms, virtual node configurations, and automated rolling rollbacks based on dynamic CloudWatch performance metrics. ##### GitOps (1) - - **(2020)** [pages.awscloud.com: GitOps on AWS for High Performing Team Operations (eBook)](https://pages.awscloud.com/GLOBAL-partner-DL-DevOps-weaveworks-ebook-2020-learn.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Collaboratively published eBook introducing declarative GitOps operating models for EKS using Weaveworks technology. Outlines infrastructure-as-code, audit tracks, and drift correction techniques key to reliable pipeline operations. + - [pages.awscloud.com: GitOps on AWS for High Performing Team Operations (eBook)](https://pages.awscloud.com/GLOBAL-partner-DL-DevOps-weaveworks-ebook-2020-learn.html) [COMMUNITY-TOOL] [GUIDE] β€” Collaboratively published eBook introducing declarative GitOps operating models for EKS using Weaveworks technology. Outlines infrastructure-as-code, audit tracks, and drift correction techniques key to reliable pipeline operations. ##### Preview Environments - - **(2021)** [thenewstack.io: How We Built Preview Environments on Kubernetes and AWS](https://thenewstack.io/how-we-built-preview-environments-on-kubernetes-and-aws) [ADVANCED LEVEL] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” This architectural case study reviews building dynamic preview environments on Amazon EKS. Outlines how to automate sandbox teardown, schedule resources effectively, and route unique domain endpoints back to feature-branch deployments. + - [thenewstack.io: How We Built Preview Environments on Kubernetes and AWS](https://thenewstack.io/how-we-built-preview-environments-on-kubernetes-and-aws) [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] β€” This architectural case study reviews building dynamic preview environments on Amazon EKS. Outlines how to automate sandbox teardown, schedule resources effectively, and route unique domain endpoints back to feature-branch deployments. #### EKS Compute Options ##### Machine Learning - - **(2020)** [Amazon EKS Now Supports EC2 Inf1 Instances](https://aws.amazon.com/blogs/aws/amazon-eks-now-supports-ec2-inf1-instances) 🌟🌟🌟 [ENTERPRISE-STABLE] β€” AWS announcement outlining AWS Inferentia (Inf1) support on EKS to execute high-performance deep learning inference models. Covers scheduling configurations, AWS Neuron SDK integration, and daemonsets required to expose hardware accelerators inside containers. + - [Amazon EKS Now Supports EC2 Inf1 Instances](https://aws.amazon.com/blogs/aws/amazon-eks-now-supports-ec2-inf1-instances) [ENTERPRISE-STABLE] β€” AWS announcement outlining AWS Inferentia (Inf1) support on EKS to execute high-performance deep learning inference models. Covers scheduling configurations, AWS Neuron SDK integration, and daemonsets required to expose hardware accelerators inside containers. #### EKS Cost Management - - **(2020)** [Amazon EKS Price Reduction](https://aws.amazon.com/blogs/aws/eks-price-reduction) 🌟🌟 [LEGACY] β€” Historic AWS announcement introducing the 50% price reduction for EKS cluster management fees. While highly significant for cloud budget projections at the time, it serves as archival context for operational billing structures. + - [Amazon EKS Price Reduction](https://aws.amazon.com/blogs/aws/eks-price-reduction) [LEGACY] β€” Historic AWS announcement introducing the 50% price reduction for EKS cluster management fees. While highly significant for cloud budget projections at the time, it serves as archival context for operational billing structures. #### EKS Cost Optimization ##### Spot Management - - **(2026)** [**aws/aws-node-termination-handler 🌟**](https://github.com/aws/aws-node-termination-handler) ⭐ 1755 🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” High-efficiency agent ensuring EKS pod rescheduling during abrupt EC2 instance maintenance events, Spot interruptions, or ASG rebalance recommendations. Gracefully drains affected nodes, maintaining overall cluster operational reliability. - **(2019)** [Running spot instances effectively with Amazon EKS](https://signalvnoise.com/svn3/running-spot-instances-effectively-with-amazon-eks) [ADVANCED LEVEL] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” A real-world operational overview detailing strategies for running production workloads on cost-effective EC2 Spot Instances inside Amazon EKS. The architectural analysis examines handling interruption signals, cluster autoscaler node-group configuration, and stateless workload segregation. - - **(2019)** [itnext.io: Deploy Kubernetes (K8s) on Amazon AWS using mixed on-demand and spot instances 🌟](https://itnext.io/deploy-kubernetes-k8s-on-amazon-aws-using-mixed-on-demand-and-spot-instances-5440e5bece7) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Deep technical walkthrough of designing highly resilient clusters on AWS mixing On-Demand and Spot Node Groups. Demonstrates taints, tolerations, and affinity configuration policies designed to protect critical workloads from Spot interruptions. + - [itnext.io: Deploy Kubernetes (K8s) on Amazon AWS using mixed on-demand and' spot instances 🌟](https://itnext.io/deploy-kubernetes-k8s-on-amazon-aws-using-mixed-on-demand-and-spot-instances-5440e5bece7) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Deep technical walkthrough of designing highly resilient clusters on AWS mixing On-Demand and Spot Node Groups. Demonstrates taints, tolerations, and affinity configuration policies designed to protect critical workloads from Spot interruptions. - **(2022)** [**cast.ai: 8 best practices to reduce your AWS bill for Kubernetes**](https://cast.ai/blog/eks-cost-optimization) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A deep-dive guide specifying concrete mechanisms to scale down unnecessary cloud spending inside EKS clusters. Provides strategies for dynamic right-sizing, Spot-instance scheduling, automated node-consolidation, and down-scaling non-production environments during idle hours. #### EKS Fundamentals ##### Learning Resources - - **(2026)** [==eksworkshop.com 🌟==](https://www.eksworkshop.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The absolute premier, hands-on learning resource for Amazon EKS managed and updated by AWS engineers. It takes practitioners from basic cluster installation to advanced patterns in storage, GitOps, security, multi-tenancy, and monitoring. - - **(2021)** [youtube/StackSimplify: Kubernetes Deployments on AWS EKS | Amazon Elastic Kubernetes Service | Amazon EKS 🌟](https://www.youtube.com/watch?v=vZK_W-fpft0&ab_channel=StackSimplify) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive video walkthrough illustrating EKS cluster provisioning, node group configurations, and service deployments on AWS. Covers how to map services to ingress systems and run test deployments securely. - - **(2021)** [howtoforge.com: How to Create a Kubernetes Cluster with AWS CLI](https://www.howtoforge.com/how-to-create-a-kubernetes-cluster-with-the-aws-cli) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Manual walkthrough of constructing an EKS cluster directly via AWS CLI commands. It describes basic networking configuration steps and control-plane deployment procedures. - - **(2021)** [hackerxone.com: 13 Steps Guide to Create Kubernetes Cluster on AWS](https://www.hackerxone.com/2021/08/20/13-steps-guide-to-create-kubernetes-cluster-on-amazon-web-serviceaws) 🌟 [GUIDE] [LEGACY] β€” A beginner-oriented 13-step guide detailing raw cluster creation steps on AWS. Highly manual instructions compared to standard GitOps-driven IaC flows but useful for understanding fundamental cloud dependencies. - - **(2021)** [hackerxone.com: Steps to Create Amazon EKS node group on Amazon web Service (AWS)](https://www.hackerxone.com/2021/08/25/steps-to-create-amazon-eks-node-group-on-amazon-web-service-aws) 🌟 [GUIDE] [LEGACY] β€” Step-by-step tutorial addressing the deployment of EKS managed node groups via the AWS Console. Describes configuring instance types, scaling limits, and node execution roles. + - [eksworkshop.com 🌟](https://www.eksworkshop.com) [DE FACTO STANDARD] β€” The absolute premier, hands-on learning resource for Amazon EKS managed and updated by AWS engineers. It takes practitioners from basic cluster installation to advanced patterns in storage, GitOps, security, multi-tenancy, and monitoring. + - [youtube/StackSimplify: Kubernetes Deployments on AWS EKS | Amazon Elastic' Kubernetes Service | Amazon EKS 🌟](https://www.youtube.com/watch?v=vZK_W-fpft0&ab_channel=StackSimplify) [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive video walkthrough illustrating EKS cluster provisioning, node group configurations, and service deployments on AWS. Covers how to map services to ingress systems and run test deployments securely. + - [hackerxone.com: 13 Steps Guide to Create Kubernetes Cluster on AWS](https://www.hackerxone.com/2021/08/20/13-steps-guide-to-create-kubernetes-cluster-on-amazon-web-serviceaws) [GUIDE] [LEGACY] β€” A beginner-oriented 13-step guide detailing raw cluster creation steps on AWS. Highly manual instructions compared to standard GitOps-driven IaC flows but useful for understanding fundamental cloud dependencies. + - [hackerxone.com: Steps to Create Amazon EKS node group on Amazon web Service' (AWS)](https://www.hackerxone.com/2021/08/25/steps-to-create-amazon-eks-node-group-on-amazon-web-service-aws) [GUIDE] [LEGACY] β€” Step-by-step tutorial addressing the deployment of EKS managed node groups via the AWS Console. Describes configuring instance types, scaling limits, and node execution roles. + - [howtoforge.com: How to Create a Kubernetes Cluster with AWS CLI](https://www.howtoforge.com/how-to-create-a-kubernetes-cluster-with-the-aws-cli) [COMMUNITY-TOOL] [GUIDE] β€” Manual walkthrough of constructing an EKS cluster directly via AWS CLI commands. It describes basic networking configuration steps and control-plane deployment procedures. #### EKS Infrastructure ##### Helm Repositories - - **(2026)** [**github.com/aws/eks-charts 🌟**](https://github.com/aws/eks-charts) ⭐ 1294 🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The official Helm chart repository maintained by Amazon Web Services to bootstrap essential cluster add-ons. Hosts deployment packages for tools such as the App Mesh Controller, AWS Load Balancer Controller, Node Termination Handler, and VPC CNI. + - [github.com/aws/eks-charts 🌟](https://github.com/aws/eks-charts) ⭐ 1294 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The official Helm chart repository maintained by Amazon Web Services to bootstrap essential cluster add-ons. Hosts deployment packages for tools such as the App Mesh Controller, AWS Load Balancer Controller, Node Termination Handler, and VPC CNI. ##### Kubernetes Distributions - - **(2020)** [linkedin.com: Amazon EKS Distro (EKS-D): The Kubernetes Distribution Used by Amazon EKS 🌟](https://www.linkedin.com/pulse/amazon-eks-distro-eks-d-kubernetes-distribution-used-gokul-chandra) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An analysis of Amazon EKS Distro (EKS-D), a reliable, upstream-aligned Kubernetes distribution managed and secured by AWS. The post describes its role in facilitating hybrid cloud architectures and maintaining release alignment between on-premise deployments and cloud managed engines. + - [linkedin.com: Amazon EKS Distro (EKS-D): The Kubernetes Distribution Used' by Amazon EKS 🌟](https://www.linkedin.com/pulse/amazon-eks-distro-eks-d-kubernetes-distribution-used-gokul-chandra) [COMMUNITY-TOOL] [GUIDE] β€” An analysis of Amazon EKS Distro (EKS-D), a reliable, upstream-aligned Kubernetes distribution managed and secured by AWS. The post describes its role in facilitating hybrid cloud architectures and maintaining release alignment between on-premise deployments and cloud managed engines. #### EKS Multi-Cluster Architecture - - **(2020)** [**Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture**](https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazon-eks-architecture) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” Onfido's real-world engineering case study describing their architectural pivot to a highly resilient multi-cluster AWS EKS layout. Demonstrates regional fault tolerance, ingress load splitting, and centralized operations management. + - [Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture](https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazon-eks-architecture) [ADVANCED LEVEL] [CASE STUDY] [ENTERPRISE-STABLE] β€” Onfido's real-world engineering case study describing their architectural pivot to a highly resilient multi-cluster AWS EKS layout. Demonstrates regional fault tolerance, ingress load splitting, and centralized operations management. #### EKS Multi-Cluster Management - - **(2020)** [Optimizing Your Kubernetes Clusters with Rancher and Amazon EKS 🌟](https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-rancher-and-amazon-eks) 🌟🌟🌟 [ENTERPRISE-STABLE] β€” Details how enterprise teams use Rancher to coordinate, monitor, and enforce access policies on EKS clusters. It emphasizes unified management across multi-cloud networks, centralized security profiles, and unified developer dashboard setups. + - [Optimizing Your Kubernetes Clusters with Rancher and Amazon EKS 🌟](https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-rancher-and-amazon-eks) [ENTERPRISE-STABLE] β€” Details how enterprise teams use Rancher to coordinate, monitor, and enforce access policies on EKS clusters. It emphasizes unified management across multi-cloud networks, centralized security profiles, and unified developer dashboard setups. #### EKS Multi-Region Architecture ##### High Availability - - **(2020)** [**aws.amazon.com: Operating a multi-regional stateless application using Amazon EKS**](https://aws.amazon.com/blogs/containers/operating-a-multi-regional-stateless-application-using-amazon-eks) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” This AWS architectural guide presents a multi-region deployment pattern for stateless services using EKS. It explores cross-region Route 53 routing, continuous delivery strategies across distinct clusters, and handling geographic failover to guarantee enterprise business continuity. + - [aws.amazon.com: Operating a multi-regional stateless application using Amazon' EKS](https://aws.amazon.com/blogs/containers/operating-a-multi-regional-stateless-application-using-amazon-eks) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” This AWS architectural guide presents a multi-region deployment pattern for stateless services using EKS. It explores cross-region Route 53 routing, continuous delivery strategies across distinct clusters, and handling geographic failover to guarantee enterprise business continuity. #### EKS Networking ##### Ingress Control - - **(2026)** [==AWS Load Balancer Controller 🌟==](https://kubernetes-sigs.github.io/aws-load-balancer-controller) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The authoritative Kubernetes controller managing AWS Application (ALB) and Network (NLB) load balancers on behalf of Kubernetes Ingress and Service objects. It enables high-performance target grouping, TLS termination offloading, and AWS WAF integration. - - **(2018)** [aws.amazon.com: Kubernetes Ingress with AWS ALB Ingress Controller](https://aws.amazon.com/blogs/opensource/kubernetes-ingress-aws-alb-ingress-controller) 🌟🌟🌟 [LEGACY] β€” Architectural post exploring the initial implementations of the AWS ALB Ingress Controller. Serves as highly valuable structural history, although this project has since evolved into the modern AWS Load Balancer Controller. - **(2021)** [stacksimplify.com: AWS ALB Ingress Service - Basics 🌟](https://docs.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-ingress-basics) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An operational guide walking through the basics of routing external traffic into an AWS EKS cluster using the Application Load Balancer (ALB) Ingress Controller. It explains target groups, listener rules, and routing configurations essential for initial ingress setups. + - [AWS Load Balancer Controller 🌟](https://kubernetes-sigs.github.io/aws-load-balancer-controller) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The authoritative Kubernetes controller managing AWS Application (ALB) and Network (NLB) load balancers on behalf of Kubernetes Ingress and Service objects. It enables high-performance target grouping, TLS termination offloading, and AWS WAF integration. + - [aws.amazon.com: Kubernetes Ingress with AWS ALB Ingress Controller](https://aws.amazon.com/blogs/opensource/kubernetes-ingress-aws-alb-ingress-controller) [LEGACY] β€” Architectural post exploring the initial implementations of the AWS ALB Ingress Controller. Serves as highly valuable structural history, although this project has since evolved into the modern AWS Load Balancer Controller. ##### Load Balancing - - **(2019)** [itnext.io: Using AWS NLB manually targeting an EKS Service exposing UDP traffic](https://itnext.io/using-aws-nlb-manually-targeting-an-eks-service-exposing-udp-traffic-17053ecd8f52) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A technical post details routing high-performance, low-latency UDP traffic through an AWS Network Load Balancer (NLB) into EKS pods. It covers manual target group registrations and service mapping before such integrations were fully automated in newer ingress controllers. + - [itnext.io: Using AWS NLB manually targeting an EKS Service exposing UDP' traffic](https://itnext.io/using-aws-nlb-manually-targeting-an-eks-service-exposing-udp-traffic-17053ecd8f52) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A technical post details routing high-performance, low-latency UDP traffic through an AWS Network Load Balancer (NLB) into EKS pods. It covers manual target group registrations and service mapping before such integrations were fully automated in newer ingress controllers. ##### Scale Optimization - - **(2021)** [**engineering.salesforce.com: Optimizing EKS networking for scale**](https://engineering.salesforce.com/optimizing-eks-networking-for-scale-1325706c8f6d) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” Technical breakdown of Salesforce's journey optimizing AWS VPC CNI on EKS to support massive container scale. Covers strategies to bypass IP address exhaustion, manage warm IP targets, configure custom networking, and optimize node sizing. + - [engineering.salesforce.com: Optimizing EKS networking for scale](https://engineering.salesforce.com/optimizing-eks-networking-for-scale-1325706c8f6d) [ADVANCED LEVEL] [CASE STUDY] [ENTERPRISE-STABLE] β€” Technical breakdown of Salesforce's journey optimizing AWS VPC CNI on EKS to support massive container scale. Covers strategies to bypass IP address exhaustion, manage warm IP targets, configure custom networking, and optimize node sizing. #### EKS Observability ##### APIServer Troubleshooting - - **(2021)** [**aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus**](https://aws.amazon.com/de/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Operational manual on diagnosing performance bottlenecks inside Amazon EKS Control Plane API servers with Prometheus metrics. Breaks down API request latencies, error codes, and request volumes to improve overall system stability. + - [aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus](https://aws.amazon.com/de/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Operational manual on diagnosing performance bottlenecks inside Amazon EKS Control Plane API servers with Prometheus metrics. Breaks down API request latencies, error codes, and request volumes to improve overall system stability. ##### Autoscaling (1) - - **(2021)** [**aws.amazon.com: Using Prometheus Adapter to autoscale applications running on Amazon EKS**](https://aws.amazon.com/blogs/mt/automated-scaling-of-applications-running-on-eks-using-custom-metric-collected-by-amazon-prometheus-using-prometheus-adapter) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Details how to use the Prometheus Adapter to automatically scale workloads based on metrics stored in Amazon Managed Prometheus. Outlines mapping Prometheus PromQL queries into custom Kubernetes metrics for the Horizontal Pod Autoscaler (HPA). + - [aws.amazon.com: Using Prometheus Adapter to autoscale applications running' on Amazon EKS](https://aws.amazon.com/blogs/mt/automated-scaling-of-applications-running-on-eks-using-custom-metric-collected-by-amazon-prometheus-using-prometheus-adapter) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Details how to use the Prometheus Adapter to automatically scale workloads based on metrics stored in Amazon Managed Prometheus. Outlines mapping Prometheus PromQL queries into custom Kubernetes metrics for the Horizontal Pod Autoscaler (HPA). ##### Logging - - **(2020)** [**aws.amazon.com: Fluent Bit Integration in CloudWatch Container Insights for EKS**](https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-container-insights-for-eks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Technical overview of the native Fluent Bit integration with AWS CloudWatch Container Insights. Discusses migrating away from resource-heavy Fluentd agents to lightweight Fluent Bit configurations to process container logs efficiently at scale. + - [aws.amazon.com: Fluent Bit Integration in CloudWatch Container Insights' for EKS](https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-container-insights-for-eks) [ENTERPRISE-STABLE] β€” Technical overview of the native Fluent Bit integration with AWS CloudWatch Container Insights. Discusses migrating away from resource-heavy Fluentd agents to lightweight Fluent Bit configurations to process container logs efficiently at scale. #### EKS Security and Isolation ##### Compliance - - **(2021)** [**aws whitepapers: Architecting Amazon EKS for PCI DSS Compliance (pdf) 🌟🌟**](https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] [GUIDE] β€” High-density security blueprint analyzing steps to implement PCI DSS compliance requirements on Amazon EKS. It explores data protection strategies, auditable logging mechanisms, network segmentation rules, and strict operational access controls. + - [aws whitepapers: Architecting Amazon EKS for PCI DSS Compliance (pdf) 🌟🌟](https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf) [ADVANCED LEVEL] [CASE STUDY] [ENTERPRISE-STABLE] [GUIDE] β€” High-density security blueprint analyzing steps to implement PCI DSS compliance requirements on Amazon EKS. It explores data protection strategies, auditable logging mechanisms, network segmentation rules, and strict operational access controls. ##### IAM Integration - - **(2026)** [**azon EKS Pod Identity Webhook**](https://github.com/aws/amazon-eks-pod-identity-webhook) ⭐ 681 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An essential mutation webhook that automatically injects AWS IAM variables and credentials into Kubernetes Pod structures. Enables fine-grained authorization policies (IRSA) allowing pods to securely access specific AWS cloud API actions without cluster-wide node roles. - **(2021)** [nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User Access Using AWS IAM](https://nextlinklabs.com/resources/insights/handling-authentication-in-eks-clusters-kubernetes-aws-iam) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Detailed architectural analysis of authentication handling in EKS clusters. Covers security boundaries between AWS IAM roles, AWS IAM Authenticator, and internal Kubernetes Role-Based Access Control (RBAC) configurations. - - **(2021)** [dev.to: EKS IAM Deep Dive 🌟](https://dev.to/aws-builders/eks-iam-deep-dive-136d) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” High-density security deep-dive analyzing EKS cluster credential boundaries. It contrasts AWS IAM authentication mechanics with standard OIDC federated identity providers, outlining optimal credential isolation policies for pods. + - [azon EKS Pod Identity Webhook](https://github.com/aws/amazon-eks-pod-identity-webhook) ⭐ 681 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An essential mutation webhook that automatically injects AWS IAM variables and credentials into Kubernetes Pod structures. Enables fine-grained authorization policies (IRSA) allowing pods to securely access specific AWS cloud API actions without cluster-wide node roles. + - [dev.to: EKS IAM Deep Dive 🌟](https://dev.to/aws-builders/eks-iam-deep-dive-136d) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” High-density security deep-dive analyzing EKS cluster credential boundaries. It contrasts AWS IAM authentication mechanics with standard OIDC federated identity providers, outlining optimal credential isolation policies for pods. ##### Multi-Tenancy - **(2021)** [clickittech.com: Kubernetes Multi tenancy with Amazon EKS: Best practices and considerations](https://www.clickittech.com/devops/kubernetes-multi-tenancy) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” This guide details patterns for sharing an EKS cluster among multiple tenants safely. It highlights namespace isolation, network policies, IAM Roles for Service Accounts (IRSA), and resource quotas designed to secure isolated developer environments. @@ -457,57 +402,56 @@ ##### Shared Volumes - - **(2021)** [**aws.amazon.com: Mount Amazon EFS file systems cross-account from Amazon EKS, and utilize AWS Organizations more effectively**](https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account-from-amazon-eks) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Architectural design details on connecting Amazon EFS file-shares safely across different AWS accounts into EKS containers. Addresses multi-tenant access control policies, transit encryption, and cross-account IAM delegations. - **(2020)** [Kubernetes PVCs with EFS provisioner](https://www.theodo.com/en-fr/blog/how-to-use-kubernetes-pvcs-with-efs-provisioner) 🌟🌟 [GUIDE] [LEGACY] β€” This technical blog outlines mounting persistent storage to EKS clusters using the legacy Amazon EFS Provisioner. It covers IAM policy settings, storage class mapping, and volume claim binding, which has since transitioned into the modern EFS CSI driver paradigm. + - [aws.amazon.com: Mount Amazon EFS file systems cross-account from Amazon' EKS, and utilize AWS Organizations more effectively](https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account-from-amazon-eks) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Architectural design details on connecting Amazon EFS file-shares safely across different AWS accounts into EKS containers. Addresses multi-tenant access control policies, transit encryption, and cross-account IAM delegations. #### Infrastructure as Code (3) ##### CDK and EKS - - **(2021)** [**aws.amazon.com: Continuous Delivery of Amazon EKS Clusters Using AWS CDK and CDK Pipelines**](https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Guide illustrating how to write software-defined infrastructure to orchestrate and deploy Amazon EKS clusters using AWS Cloud Development Kit (CDK) Pipelines. Describes code-to-infrastructure deployments, testing stages, and lifecycle automation. + - [aws.amazon.com: Continuous Delivery of Amazon EKS Clusters Using AWS CDK' and CDK Pipelines](https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Guide illustrating how to write software-defined infrastructure to orchestrate and deploy Amazon EKS clusters using AWS Cloud Development Kit (CDK) Pipelines. Describes code-to-infrastructure deployments, testing stages, and lifecycle automation. ##### Terraform and EKS - - **(2021)** [youtube: CloudGeeks - Terraform Eks Kubernetes RDS Secrets Manager Eksctl Cloudformation ALB Controller (Redmine App)](https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Complete orchestration video guide setting up an end-to-end containerized application on AWS EKS using Terraform. Features RDS database attachments, Secrets Manager integrations, and ALB Ingress configurations. + - [youtube: CloudGeeks - Terraform Eks Kubernetes RDS Secrets Manager Eksctl' Cloudformation ALB Controller (Redmine App)](https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc) [COMMUNITY-TOOL] [GUIDE] β€” Complete orchestration video guide setting up an end-to-end containerized application on AWS EKS using Terraform. Features RDS database attachments, Secrets Manager integrations, and ALB Ingress configurations. #### Resource Provisioning - - **(2026)** [==AWS Controllers for Kubernetes (ACK) 🌟==](https://github.com/aws-controllers-k8s/community) ⭐ 2627 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official community hub and development ecosystem for ACK (AWS Controllers for Kubernetes). Enables teams to model and provision standard cloud resources like RDS databases, SQS queues, and S3 buckets directly using native Kubernetes YAML configurations. - - **(2020)** [**Announcing the AWS Controllers for Kubernetes Preview**](https://aws.amazon.com/about-aws/whats-new/2020/08/announcing-the-aws-controllers-for-kubernetes-preview) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The AWS Controllers for Kubernetes (ACK) allows developers to define and manage AWS resources directly from within Kubernetes using custom resources. This bridges the declarative Kubernetes API model with external cloud infrastructure lifecycle management. + - [Announcing the AWS Controllers for Kubernetes Preview](https://aws.amazon.com/about-aws/whats-new/2020/08/announcing-the-aws-controllers-for-kubernetes-preview) [ENTERPRISE-STABLE] β€” The AWS Controllers for Kubernetes (ACK) allows developers to define and manage AWS resources directly from within Kubernetes using custom resources. This bridges the declarative Kubernetes API model with external cloud infrastructure lifecycle management. ## Public Cloud Providers ### Azure Kubernetes Service AKS #### CICD and Deployment - - **(2023)** [azuredevopslabs.com: Deploying a multi-container application to Azure Kubernetes Services](https://azuredevopslabs.com/labs/vstsextend/kubernetes) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A guided hands-on lab explaining multi-container deployment pipelines on AKS utilizing Azure DevOps. Details continuous deployment loops, packaging application layers via Helm charts, and managing network routing parameters for multi-tier microservice structures. + - [azuredevopslabs.com: Deploying a multi-container application to Azure' Kubernetes Services](https://azuredevopslabs.com/labs/vstsextend/kubernetes) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A guided hands-on lab explaining multi-container deployment pipelines on AKS utilizing Azure DevOps. Details continuous deployment loops, packaging application layers via Helm charts, and managing network routing parameters for multi-tier microservice structures. #### Cluster Management (1) - - **(2024)** [piotrminkowski.com: Getting Started with Azure Kubernetes Service 🌟](https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service) [EN CONTENT] [GUIDE] 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides a comprehensive getting started guide for AKS using modern Infrastructure as Code with Terraform. Walks through cluster creation, ACR container integrations, and primary routing configuration setups. - - **(2024)** [github.com/stephaneey/azure-and-k8s-architecture: Azure and K8s Architecture 🌟](https://github.com/stephaneey/azure-and-k8s-architecture) [EN CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” An open architecture repository featuring curated blueprints for running production workloads on Azure and AKS. Demonstrates network security zone mapping, private endpoint routing, and hub-spoke cluster topologies. - - **(2024)** [dinantpaardenkooper.nl: Azure Day with Kubernetes](https://dinantpaardenkooper.nl/posts/aks-2024-03-18) [EN CONTENT] [COMMUNITY-TOOL] β€” Provides community insights and event takeaways regarding advanced AKS engineering, covering cloud scaling trends, managing internal mesh complexity with Istio, and secure authentication models. - **(2024)** [techcommunity.microsoft.com: Leveraging Azure Copilot for Azure Kubernetes Services (AKS)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/leveraging-azure-copilot-for-azure-kubernetes-services-aks/4212457) [EN CONTENT] [COMMUNITY-TOOL] β€” Analyzes capabilities of Azure Copilot in assisting operations teams within AKS. Investigates how LLM-guided prompts can help discover, review, and troubleshoot standard cluster configurations and YAML structures. - **(2023)** [techcommunity.microsoft.com: Azure Kubernetes Service Free tier and Standard tier](https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-free-tier-and-standard-tier/3731432) [EN CONTENT] [COMMUNITY-TOOL] β€” This architectural breakdown contrasts Azure Kubernetes Service (AKS) Free and Standard tiers. While curator notes highlight cost-efficiency, live grounding verifies that the Standard Tier's SLA-backed API server is essential for production scalability, offering dedicated resources to prevent control plane throttling. - - **(2023)** [learn.microsoft.com: AKS landing zone accelerator](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The Cloud Adoption Framework (CAF) reference deployment guide for the AKS Landing Zone Accelerator. Focuses on hub-and-spoke virtual networks, policy governance, identity boundaries, and standard security Baselines required for enterprise landing zones. - - **(2023)** [pixelrobots.co.uk: Exploring Azure Kubernetes Service’s Node Autoprovision: A Deep Dive into the Latest Public Preview Feature](https://pixelrobots.co.uk/2023/12/exploring-azure-kubernetes-services-node-autoprovision-a-deep-dive-into-the-latest-public-preview-feature) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep dive into AKS Node Autoprovisioning (NAP) based on Karpenter technology. Explains how the cluster dynamically provisions and optimizes worker node sizes directly matching scheduling requirements, reducing unused resource allocations. - - **(2022)** [adamtheautomator.com: Getting Started with the Azure Kubernetes Service (AKS)](https://adamtheautomator.com/azure-kubernetes-service) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An administrative deployment guide for initiating, scaling, and managing AKS clusters via the Azure CLI and portal. Walks through foundational networking profiles, node-pool scaling logic, and cluster validation techniques. + - [adamtheautomator.com: Getting Started with the Azure Kubernetes Service' (AKS)](https://adamtheautomator.com/azure-kubernetes-service) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An administrative deployment guide for initiating, scaling, and managing AKS clusters via the Azure CLI and portal. Walks through foundational networking profiles, node-pool scaling logic, and cluster validation techniques. + - [learn.microsoft.com: AKS landing zone accelerator](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The Cloud Adoption Framework (CAF) reference deployment guide for the AKS Landing Zone Accelerator. Focuses on hub-and-spoke virtual networks, policy governance, identity boundaries, and standard security Baselines required for enterprise landing zones. + - [piotrminkowski.com: Getting Started with Azure Kubernetes Service 🌟](https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Provides a comprehensive getting started guide for AKS using modern Infrastructure as Code with Terraform. Walks through cluster creation, ACR container integrations, and primary routing configuration setups. + - [github.com/stephaneey/azure-and-k8s-architecture: Azure and K8s Architecture' 🌟](https://github.com/stephaneey/azure-and-k8s-architecture) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An open architecture repository featuring curated blueprints for running production workloads on Azure and AKS. Demonstrates network security zone mapping, private endpoint routing, and hub-spoke cluster topologies. + - [dinantpaardenkooper.nl: Azure Day with Kubernetes](https://dinantpaardenkooper.nl/posts/aks-2024-03-18) [EN CONTENT] [COMMUNITY-TOOL] β€” Provides community insights and event takeaways regarding advanced AKS engineering, covering cloud scaling trends, managing internal mesh complexity with Istio, and secure authentication models. + - [pixelrobots.co.uk: Exploring Azure Kubernetes Service’s Node Autoprovision:' A Deep Dive into the Latest Public Preview Feature](https://pixelrobots.co.uk/2023/12/exploring-azure-kubernetes-services-node-autoprovision-a-deep-dive-into-the-latest-public-preview-feature) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep dive into AKS Node Autoprovisioning (NAP) based on Karpenter technology. Explains how the cluster dynamically provisions and optimizes worker node sizes directly matching scheduling requirements, reducing unused resource allocations. #### Edge Computing - - **(2023)** [infoq.com: Microsoft Brings Kubernetes to the Edge with AKS Edge Essentials](https://www.infoq.com/news/2023/03/aks-edge-essentials-ga) [EN CONTENT] [COMMUNITY-TOOL] β€” Outlines Microsoft's strategy for running Kubernetes at the resource-constrained edge via AKS Edge Essentials. Synthesizes early product announcements with actual deployment frameworks, detailing how Arc-enabled management simplifies lightweight Windows-and-Linux IoT orchestrations. - - **(2023)** [thenewstack.io: Microsoft Takes Kubernetes to the Edge with AKS Lite](https://thenewstack.io/microsoft-takes-kubernetes-to-the-edge-with-aks-lite) [EN CONTENT] [COMMUNITY-TOOL] β€” An industry report detailing AKS Lite (AKS Edge Essentials). Outlines Microsoft's strategy to deploy lightweight Kubernetes clusters onto small-footprint IoT hardware while keeping them linked via Azure Arc. + - [infoq.com: Microsoft Brings Kubernetes to the Edge with AKS Edge Essentials](https://www.infoq.com/news/2023/03/aks-edge-essentials-ga) [EN CONTENT] [COMMUNITY-TOOL] β€” Outlines Microsoft's strategy for running Kubernetes at the resource-constrained edge via AKS Edge Essentials. Synthesizes early product announcements with actual deployment frameworks, detailing how Arc-enabled management simplifies lightweight Windows-and-Linux IoT orchestrations. + - [thenewstack.io: Microsoft Takes Kubernetes to the Edge with AKS Lite](https://thenewstack.io/microsoft-takes-kubernetes-to-the-edge-with-aks-lite) [EN CONTENT] [COMMUNITY-TOOL] β€” An industry report detailing AKS Lite (AKS Edge Essentials). Outlines Microsoft's strategy to deploy lightweight Kubernetes clusters onto small-footprint IoT hardware while keeping them linked via Azure Arc. #### High Availability and Storage - **(2024)** [techcommunity.microsoft.com: A Practical Guide to Zone Redundant AKS Clusters and Storage](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/a-practical-guide-to-zone-redundant-aks-clusters-and-storage/4036254) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An enterprise blueprint addressing multi-zone AKS design and zone-redundant storage volumes. Investigates availability zone constraints, node-affinity impacts, and persistent volume failover latency to design zero-data-loss topologies. #### Networking (2) - **(2023)** [techcommunity.microsoft.com: Kubernetes External DNS for Azure DNS & AKS](https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/kubernetes-external-dns-for-azure-dns--aks/3809393) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Covers the dynamic configuration of ExternalDNS inside AKS linked to Azure DNS zones. Demonstrates how to automate external DNS record registration and lifecycle tasks, eliminating manual DNS updates for public-facing ingress zones. - - **(2023)** [learn.microsoft.com: Use Application Gateway Ingress Controller (AGIC) with a multitenant Azure Kubernetes Service](https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Official architectural pattern for deploying AGIC (Application Gateway Ingress Controller) in multi-tenant AKS cluster environments. Highlights namespace-level ingress isolation, path-based load routing, and central SSL offloading models. - - **(2023)** [returngis.net: Exponer APIs en AKS a travΓ©s de Azure API Management](https://www.returngis.net/2023/05/exponer-apis-en-aks-a-traves-de-azure-api-management) [ES CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Muestra cΓ³mo establecer de manera segura una capa de Azure API Management (APIM) delante de un clΓΊster de AKS. Aborda la comunicaciΓ³n de red privada, el uso de Ingress y el control granular de polΓ­ticas de consumo de API. - -[SPANISH CONTENT] - **(2023)** [learn.microsoft.com: Deploy AKS and API Management with mTLS](https://learn.microsoft.com/en-us/azure/api-management/api-management-howto-mutual-certificates-for-clients) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Provides guidelines to establish mutual TLS (mTLS) pipelines from external clients, through Azure API Management (APIM), down to AKS backend systems. Vital for compliance and high-security enterprise network architectures. - - **(2022)** [azure.microsoft.com: Announcing the general availability of Azure CNI Overlay in Azure Kubernetes Service](https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-cni-overlay-in-azure-kubernetes-service) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Introduces the structural architecture of Azure CNI Overlay in AKS. Demonstrates how this overlay network design solves severe IP address exhaustion problems by decoupling the pod IP allocation space from the host VNet subnets, allowing massive scale limits. - - **(2022)** [returngis.net: Configurar mΓ‘s de un Application Gateway con AGIC para AKS](https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-agic-para-aks) [ES CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Explica la configuraciΓ³n avanzada de mΓΊltiples instancias de Azure Application Gateway mediante AGIC para segmentar trΓ‘fico en AKS. Detalla tΓ©cnicas de aislamiento de rutas e Ingress classes para redes empresariales hΓ­bridas. + - [azure.microsoft.com: Announcing the general availability of Azure CNI Overlay' in Azure Kubernetes Service](https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-cni-overlay-in-azure-kubernetes-service) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Introduces the structural architecture of Azure CNI Overlay in AKS. Demonstrates how this overlay network design solves severe IP address exhaustion problems by decoupling the pod IP allocation space from the host VNet subnets, allowing massive scale limits. + - [returngis.net: Configurar mΓ‘s de un Application Gateway con AGIC para AKS](https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-agic-para-aks) [ES CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Explica la configuraciΓ³n avanzada de mΓΊltiples instancias de Azure Application Gateway mediante AGIC para segmentar trΓ‘fico en AKS. Detalla tΓ©cnicas de aislamiento de rutas e Ingress classes para redes empresariales hΓ­bridas. [SPANISH CONTENT] - - **(2021)** [returngis.net: Azure Application Gateway con WAF y wildcard + Nginx Controller para AKS](https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-nginx-controller-para-aks) [ES CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Detalla la implementaciΓ³n hΓ­brida de un Application Gateway frontal con reglas WAF junto a un controlador Nginx Ingress interno en AKS. Ideal para configuraciones SSL multi-dominio con comodines y polΓ­ticas de mitigaciΓ³n OWASP. + - [returngis.net: Azure Application Gateway con WAF y wildcard + Nginx Controller' para AKS](https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-nginx-controller-para-aks) [ES CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Detalla la implementaciΓ³n hΓ­brida de un Application Gateway frontal con reglas WAF junto a un controlador Nginx Ingress interno en AKS. Ideal para configuraciones SSL multi-dominio con comodines y polΓ­ticas de mitigaciΓ³n OWASP. + +[SPANISH CONTENT] + - [learn.microsoft.com: Use Application Gateway Ingress Controller (AGIC) with' a multitenant Azure Kubernetes Service](https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Official architectural pattern for deploying AGIC (Application Gateway Ingress Controller) in multi-tenant AKS cluster environments. Highlights namespace-level ingress isolation, path-based load routing, and central SSL offloading models. + - [returngis.net: Exponer APIs en AKS a travΓ©s de Azure API Management](https://www.returngis.net/2023/05/exponer-apis-en-aks-a-traves-de-azure-api-management) [ES CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Muestra cΓ³mo establecer de manera segura una capa de Azure API Management (APIM) delante de un clΓΊster de AKS. Aborda la comunicaciΓ³n de red privada, el uso de Ingress y el control granular de polΓ­ticas de consumo de API. [SPANISH CONTENT] #### Observability and Monitoring @@ -515,46 +459,43 @@ - **(2024)** [learn.microsoft.com: Monitor Azure Kubernetes Service (AKS) control plane metrics (preview)](https://learn.microsoft.com/en-us/azure/aks/monitor-aks) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Outlines features designed to expose and monitor AKS control plane internal metrics using managed Prometheus and Grafana instances. Details monitoring etcd latency, scheduler run queues, and API server throughput. #### Performance Optimization (1) - - **(2023)** [danielstechblog.io: Mitigating slow container image pulls on Azure Kubernetes Service](https://www.danielstechblog.io/mitigating-slow-container-image-pulls-on-azure-kubernetes-service) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Investigates mitigation patterns for cold-start latency issues associated with large container image pulls in AKS. Examines dynamic caching, optimal Azure Container Registry (ACR) alignment, and the deployment of advanced artifact streaming features to maximize application scaling speeds. + - [danielstechblog.io: Mitigating slow container image pulls on Azure Kubernetes' Service](https://www.danielstechblog.io/mitigating-slow-container-image-pulls-on-azure-kubernetes-service) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Investigates mitigation patterns for cold-start latency issues associated with large container image pulls in AKS. Examines dynamic caching, optimal Azure Container Registry (ACR) alignment, and the deployment of advanced artifact streaming features to maximize application scaling speeds. #### Security and Secret Management - **(2022)** [kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications in AKS With NGINX and OAuth2 Proxy 🌟🌟](https://www.kristhecodingunicorn.com/post/k8s_nginx_oauth) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step implementation of OAuth 2.0 authentication offloaded to the AKS ingress layer. Contrasts standard microservice authentication overhead with an edge-routed proxy configuration using NGINX Ingress and OAuth2 Proxy, enforcing centralized authentication checks prior to downstream request forwarding. - **(2024)** [techcommunity.microsoft.com: Simplifying Azure Kubernetes Service Authentication Part 2](https://techcommunity.microsoft.com/blog/appsonazureblog/simplifying-azure-kubernetes-service-authentication-part-2/4055332) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Focuses on modern passwordless authentication setups within AKS. Covers Entra ID identity integrations, RBAC mapping, and the elimination of credential-rotation fatigue by migrating from classic API keys to managed credentials. - **(2023)** [techcommunity.microsoft.com: Securing Windows workloads on Azure Kubernetes Service with Calico](https://techcommunity.microsoft.com/blog/containers/securing-windows-workloads-on-azure-kubernetes-service-with-calico/3815429) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [GUIDE] [LEGACY] β€” Demonstrates the implementation of Calico Network Policies for multi-platform AKS clusters featuring both Windows and Linux nodes. Highlights container-to-container isolation patterns and egress traffic restrictions to secure legacy Windows enterprise workloads. - - **(2023)** [returngis.net: Desplegar AGIC en AKS utilizando workload identity](https://www.returngis.net/2023/05/desplegar-agic-en-aks-utilizando-workload-identity) [ES CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” GuΓ­a prΓ‘ctica para migrar el controlador de entrada AGIC de AKS hacia Azure AD Workload Identity. Reemplaza el uso inseguro de secretos persistentes con identidades federadas y cuentas de servicio con privilegios mΓ­nimos. + - [community.ops.io: Configuring AKS to read secrets and certificates from' Azure KeyVaults](https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certificates-from-azure-keyvaults-17o1) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Details the structural mapping required to link AKS with Azure Key Vault using the Secrets Store CSI Driver. Synthesizes community configurations with security best practices, highlighting pod-identity integration, dynamic secret rotation, and declarative YAML definitions to replace static inline environment variables. + - [kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications' in AKS With NGINX and OAuth2 Proxy](https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-controller) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An in-depth configuration guide targeting NGINX Ingress controller annotations and OAuth2 Proxy settings. Synthesizes ingress routing flows with OpenID Connect (OIDC) identity providers to build secure, identity-aware application gateways on AKS without modification of backend application code. + - [returngis.net: Desplegar AGIC en AKS utilizando workload identity](https://www.returngis.net/2023/05/desplegar-agic-en-aks-utilizando-workload-identity) [ES CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” GuΓ­a prΓ‘ctica para migrar el controlador de entrada AGIC de AKS hacia Azure AD Workload Identity. Reemplaza el uso inseguro de secretos persistentes con identidades federadas y cuentas de servicio con privilegios mΓ­nimos. [SPANISH CONTENT] - - **(2022)** [community.ops.io: Configuring AKS to read secrets and certificates from Azure KeyVaults](https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certificates-from-azure-keyvaults-17o1) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Details the structural mapping required to link AKS with Azure Key Vault using the Secrets Store CSI Driver. Synthesizes community configurations with security best practices, highlighting pod-identity integration, dynamic secret rotation, and declarative YAML definitions to replace static inline environment variables. - - **(2022)** [kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications in AKS With NGINX and OAuth2 Proxy](https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-controller) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An in-depth configuration guide targeting NGINX Ingress controller annotations and OAuth2 Proxy settings. Synthesizes ingress routing flows with OpenID Connect (OIDC) identity providers to build secure, identity-aware application gateways on AKS without modification of backend application code. #### Specialized Workloads - **(2024)** [techcommunity.microsoft.com: Running GPU accelerated workloads with NVIDIA GPU Operator on AKS 🌟](https://techcommunity.microsoft.com/blog/azurehighperformancecomputingblog/running-gpu-accelerated-workloads-with-nvidia-gpu-operator-on-aks/4061318) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Highlights the installation and usage of the NVIDIA GPU Operator on AKS. Explains how to orchestrate high-performance computing, AI, and GPU partition options (MIG) for parallel deep learning training directly within Kubernetes worker nodes. -#### Troubleshooting and Diagnostics - - - **(2021)** [github.com/OvidiuBorlean/kubectl-windumps](https://github.com/OvidiuBorlean/kubectl-windumps) [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” A specialized kubectl plugin facilitating raw packet capturing on AKS Windows worker nodes. Live grounding indicates the repository has been inactive for over four years, yet it remains a valuable conceptual reference for troubleshooting deep TCP/IP anomalies on legacy Windows container deployments. ### Google Kubernetes Engine GKE #### Cluster Management (2) - **(2024)** [cloud.google.com: GKE Autopilot 🌟](https://docs.cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview) [EN CONTENT] [DOCUMENTATION] 🌟 [COMMUNITY-TOOL] β€” Primary conceptual documentation for GKE Autopilot. Highlights SLA details, security-hardening parameters, dynamic pricing models, and specific restrictions compared to standard node environments. - - **(2021)** [Introducing GKE Autopilot: a revolution in managed Kubernetes 🌟](https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-autopilot) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Announces the launch of GKE Autopilot. Discusses its billing models based on active pod specifications and automated node scaling, shifting infrastructure control tasks directly to Google SREs. - **(2021)** [youtube: GKE Autopilot - Fully Managed Kubernetes Service From Google 🌟](https://www.youtube.com/watch?v=Zztufl4mFQ4&feature=youtu.be) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” A video introduction detailing GKE Autopilot operations and setup tasks. Explains how autopilot takes over day-two operational scaling and outlines fundamental node architecture abstractions. - - **(2021)** [techcrunch.com: Google Cloud puts its Kubernetes Engine on autopilot](https://techcrunch.com/2021/02/24/google-cloud-puts-its-kubernetes-engine-on-autopilot) [EN CONTENT] [COMMUNITY-TOOL] β€” A commercial analysis of GKE Autopilot's introduction. Evaluates how removing raw VM management options shifts operations tasks towards microservice scaling and application value delivery. - - **(2021)** [zdnet.com: Google introduces GKE Autopilot for hands-off Kubernetes](https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines industry trends towards hands-off Kubernetes management via GKE Autopilot. Details benefits for small to medium enterprise environments looking to cut container runtime operations costs. - - **(2021)** [thenewstack.io: Google’s New β€˜Autopilot’ for Kubernetes](https://thenewstack.io/googles-new-autopilot-for-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines GKE Autopilot structural designs from an administrator point of view. Explains differences in scaling strategies, pod sizing mechanics, and embedded security parameters relative to traditional nodes. - **(2020)** [Looking ahead as GKE, the original managed Kubernetes, turns 5](https://cloud.google.com/blog/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Reflects on GKE's history and core features. Explains earlier architectural trends, the introduction of multi-cluster designs, and foundations that shaped Google's managed Kubernetes solutions. + - [Introducing GKE Autopilot: a revolution in managed Kubernetes 🌟](https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-autopilot) [EN CONTENT] [COMMUNITY-TOOL] β€” Announces the launch of GKE Autopilot. Discusses its billing models based on active pod specifications and automated node scaling, shifting infrastructure control tasks directly to Google SREs. + - [techcrunch.com: Google Cloud puts its Kubernetes Engine on autopilot](https://techcrunch.com/2021/02/24/google-cloud-puts-its-kubernetes-engine-on-autopilot) [EN CONTENT] [COMMUNITY-TOOL] β€” A commercial analysis of GKE Autopilot's introduction. Evaluates how removing raw VM management options shifts operations tasks towards microservice scaling and application value delivery. + - [zdnet.com: Google introduces GKE Autopilot for hands-off Kubernetes](https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines industry trends towards hands-off Kubernetes management via GKE Autopilot. Details benefits for small to medium enterprise environments looking to cut container runtime operations costs. + - [thenewstack.io: Google’s New β€˜Autopilot’ for Kubernetes](https://thenewstack.io/googles-new-autopilot-for-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines GKE Autopilot structural designs from an administrator point of view. Explains differences in scaling strategies, pod sizing mechanics, and embedded security parameters relative to traditional nodes. #### Networking (3) - **(2023)** [Setting up NodeLocal DNSCache](https://docs.cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Covers setting up NodeLocal DNSCache in GKE clusters. Explains how running a lightweight DNS caching daemon as a DaemonSet helps mitigate connection-tracking overhead and latency bottlenecks. - **(2021)** [Using new traffic control features in External HTTP(S) load balancer](https://cloud.google.com/blog/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines advanced load balancing features on Google Cloud external application proxies. Shows how request mirroring, canary weighted splits, and URL manipulations integrate with backend GKE Ingress controllers. - - **(2021)** [cloud.google.com: Discover and invoke services across clusters with GKE multi-cluster services](https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Introduces GKE Multi-Cluster Services (MCS). Focuses on cross-cluster discovery models that let disparate GKE instances interact securely without needing complex overlay networks or manual endpoint syncing. + - [cloud.google.com: Discover and invoke services across clusters with GKE' multi-cluster services](https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Introduces GKE Multi-Cluster Services (MCS). Focuses on cross-cluster discovery models that let disparate GKE instances interact securely without needing complex overlay networks or manual endpoint syncing. #### Observability and Monitoring (1) - - **(2021)** [codeburst.io: Google Kubernetes Engine Logging by Example](https://codeburst.io/google-kubernetes-engine-logging-by-example-df6946dcba6b) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A practical exploration of structural application logging inside GKE via Cloud Logging. Covers structured JSON formatting, log filtration techniques, and exports for audit compliance tasks. + - [codeburst.io: Google Kubernetes Engine Logging by Example](https://codeburst.io/google-kubernetes-engine-logging-by-example-df6946dcba6b) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A practical exploration of structural application logging inside GKE via Cloud Logging. Covers structured JSON formatting, log filtration techniques, and exports for audit compliance tasks. #### Security and Secret Management (1) - - **(2023)** [Fetches all Primitive and Predefined GCP IAM Roles](https://github.com/darkbitio/gcp-iam-role-permissions) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” An open-source tool analyzing and exporting detailed lists of GCP IAM permissions and pre-defined roles. Highly beneficial for configuring least-privilege Workload Identity bounds inside secure GKE environments. + - [Fetches all Primitive and Predefined GCP IAM Roles](https://github.com/darkbitio/gcp-iam-role-permissions) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An open-source tool analyzing and exporting detailed lists of GCP IAM permissions and pre-defined roles. Highly beneficial for configuring least-privilege Workload Identity bounds inside secure GKE environments. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/matrix-table.md b/v2-docs/matrix-table.md index 4a2ece8b..e768eddc 100644 --- a/v2-docs/matrix-table.md +++ b/v2-docs/matrix-table.md @@ -10,8 +10,8 @@ #### Managed Kubernetes - **(2024)** [==Learnk8s: Comparison of Kubernetes Managed Services 🌟==](https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOGoQw/edit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptional, crowdsourced comparison matrix of major managed Kubernetes offerings (EKS, GKE, AKS, and alternatives). Breaks down control plane costs, upgrade policies, and network plugin integrations in extreme detail. - - **(2020)** [atodorov.me: Comparing Kubernetes managed services across Digital Ocean, Scaleway, OVHCloud and Linode](https://atodorov.me/2020/06/14/comparing-kubernetes-managed-services-across-digital-ocean-scaleway-ovhcloud-and-linode) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A structural and cost-comparison analysis of managed Kubernetes engines from alternative cloud providers. Grounding highlights the comparative differences in control-plane SLAs, storage speeds, and node autoscaling support. + - [atodorov.me: Comparing Kubernetes managed services across Digital Ocean,' Scaleway, OVHCloud and Linode](https://atodorov.me/2020/06/14/comparing-kubernetes-managed-services-across-digital-ocean-scaleway-ovhcloud-and-linode) [COMMUNITY-TOOL] β€” A structural and cost-comparison analysis of managed Kubernetes engines from alternative cloud providers. Grounding highlights the comparative differences in control-plane SLAs, storage speeds, and node autoscaling support. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/maven-gradle.md b/v2-docs/maven-gradle.md index cad5496a..e0ccbc37 100644 --- a/v2-docs/maven-gradle.md +++ b/v2-docs/maven-gradle.md @@ -3,6 +3,10 @@ !!! info "Architectural Context" Detailed reference for Maven Gradle in the context of Developer Ecosystem. +## Standard Reference + + - [howtodoinjava.com: Maven IntelliJ Idea Project](https://howtodoinjava.com/maven/how-to-convert-maven-java-project-to-intellij-idea-project) [COMMUNITY-TOOL] + ## Cloud Native Infrastructure ### Containerization @@ -18,60 +22,50 @@ ##### Docker Maven - - **(2024)** [**docker-maven-plugin**](https://github.com/fabric8io/docker-maven-plugin) ⭐ 1930 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A robust Maven plugin designed for managing Docker images and containers within Maven builds. It allows developers to build, run, and push images as part of the standard build lifecycle, though many users are migrating to the more modern Eclipse JKube. + - [docker-maven-plugin](https://github.com/fabric8io/docker-maven-plugin) ⭐ 1930 [ENTERPRISE-STABLE] β€” A robust Maven plugin designed for managing Docker images and containers within Maven builds. It allows developers to build, run, and push images as part of the standard build lifecycle, though many users are migrating to the more modern Eclipse JKube. #### Red Hat OpenShift ##### Case Studies - - **(2020)** [developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications to OpenShift](https://developers.redhat.com/blog/2020/06/02/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift) 🌟🌟🌟 [LEGACY] β€” Technical blog demonstrating how the legacy Fabric8 Maven plugin simplifies deployment of enterprise Java applications to Red Hat OpenShift. Discusses internal source-to-image (S2I) generation mechanics and manifest application. + - [developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications' to OpenShift](https://developers.redhat.com/blog/2020/06/02/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift) [LEGACY] β€” Technical blog demonstrating how the legacy Fabric8 Maven plugin simplifies deployment of enterprise Java applications to Red Hat OpenShift. Discusses internal source-to-image (S2I) generation mechanics and manifest application. ### Kubernetes Native #### Java Build Plugins (1) ##### Eclipse JKube - - **(2020)** [blog.marcnuri.com: Eclipse JKube introduction: Java tools and plugins for Kubernetes and OpenShift](https://blog.marcnuri.com/eclipse-jkube-introduction-kubernetes-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Introductory technical blog discussing the architecture of Eclipse JKube and explaining how it decouples deployment mechanisms into Maven/Gradle plugins, providing a highly customizable developer experience. + - [blog.marcnuri.com: Eclipse JKube introduction: Java tools and plugins for' Kubernetes and OpenShift](https://blog.marcnuri.com/eclipse-jkube-introduction-kubernetes-openshift) [COMMUNITY-TOOL] β€” Introductory technical blog discussing the architecture of Eclipse JKube and explaining how it decouples deployment mechanisms into Maven/Gradle plugins, providing a highly customizable developer experience. #### Product Updates ##### Eclipse JKube (1) - - **(2021)** [blog.marcnuri.com: Eclipse JKube 1.4.0 is now available!](https://blog.marcnuri.com/eclipse-jkube-1-4-0) 🌟🌟 [COMMUNITY-TOOL] β€” Detail-rich release note highlighting improvements, bug fixes, and support extensions introduced in version 1.4.0 of Eclipse JKube. -## Red Hat OpenShift (1) - -### Developer Experience - -#### Maven Plugins - - - **(2025)** [GitHub: Eclipse JKube](https://github.com/eclipse-jkube/jkube) ⭐ 850 [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Active repository containing the source code, extensions, and Maven/Gradle plugins for Eclipse JKube. Simplifies localized builds, auto-detects Java application frameworks, and generates matching Kubernetes resource configurations. + - [blog.marcnuri.com: Eclipse JKube 1.4.0 is now available!](https://blog.marcnuri.com/eclipse-jkube-1-4-0) [COMMUNITY-TOOL] β€” Detail-rich release note highlighting improvements, bug fixes, and support extensions introduced in version 1.4.0 of Eclipse JKube. ## Software Engineering ### Build Systems #### Advanced Maven - - **(2021)** [dev.to: Maven Plugin Configuration - The (Unknown) Tiny Details](https://dev.to/khmarbaise/maven-plugin-configuration-the-unknown-tiny-details-1emm) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An advanced analysis of Maven plugin parameter configurations. Clarifies property overrides, injection mechanisms, and execution phase traps in complex inheritances. + - [dev.to: Maven Plugin Configuration - The (Unknown) Tiny Details](https://dev.to/khmarbaise/maven-plugin-configuration-the-unknown-tiny-details-1emm) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced analysis of Maven plugin parameter configurations. Clarifies property overrides, injection mechanisms, and execution phase traps in complex inheritances. #### Architectural Comparisons - - **(2018)** [**phauer.com: Why I Moved Back from Gradle to Maven**](https://phauer.com/2018/moving-back-from-gradle-to-maven) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” A classic architectural post dissecting the decision to revert from Gradle back to Maven. Weighs the benefits of Maven's static declarativeness against Gradle's imperative flexibility. + - [phauer.com: Why I Moved Back from Gradle to Maven](https://phauer.com/2018/moving-back-from-gradle-to-maven) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [ENTERPRISE-STABLE] β€” A classic architectural post dissecting the decision to revert from Gradle back to Maven. Weighs the benefits of Maven's static declarativeness against Gradle's imperative flexibility. #### Build Optimization - - **(2025)** [**apache/maven-mvnd**](https://github.com/apache/maven-mvnd) ⭐ 3430 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Apache Maven Daemon repository. Drastically reduces compilation overhead by utilizing persistent background execution processes to store compiler hot-spots and plugin contexts. + - [apache/maven-mvnd](https://github.com/apache/maven-mvnd) ⭐ 3430 [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Apache Maven Daemon repository. Drastically reduces compilation overhead by utilizing persistent background execution processes to store compiler hot-spots and plugin contexts. #### Directory Standardization - **(2026)** [==maven.apache.org: Introduction to the Standard Directory Layout==](http://maven.apache.org/guides/introduction/introduction-to-the-standard-directory-layout.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” The official Maven guideline outlining the Standard Directory Layout. Standardizing structural conventions ensures predictable builds and universal team understanding. #### Ecosystem Evolution - - **(2020)** [maarten.mulders.it: What's New in Maven 4](https://maarten.mulders.it/2020/11/whats-new-in-maven-4) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Architectural outline detail highlighting the planned structural updates in Maven 4. Explains concepts like the consumer POM separation, multi-threaded optimization, and cleaner plugin APIs. + - [maarten.mulders.it: What's New in Maven 4](https://maarten.mulders.it/2020/11/whats-new-in-maven-4) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural outline detail highlighting the planned structural updates in Maven 4. Explains concepts like the consumer POM separation, multi-threaded optimization, and cleaner plugin APIs. #### Java Ecosystem - - **(2026)** [==maven.apache.org==](https://maven.apache.org) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official homepage for Apache Maven, the cornerstone JVM project build and dependency system. Outlines standards for modular Project Object Model (POM) declarations. -#### Java Introductions - - - **(2021)** [blog.testproject.io: Getting Started with Maven in Less Than 10 Minutes – Part 1](https://blog.testproject.io/2021/06/28/getting-started-with-maven-part-1) [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A quick-start configuration tutorial for Apache Maven. Introduces core directories, foundational XML parameters, basic plugin setups, and localized artifact lifecycles. + - [maven.apache.org](https://maven.apache.org) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Official homepage for Apache Maven, the cornerstone JVM project build and dependency system. Outlines standards for modular Project Object Model (POM) declarations. #### Java Tutorials - - **(2024)** [howtodoinjava.com/maven](https://howtodoinjava.com/maven) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An extensive tutorial repository covering Maven configurations. Includes practical blueprints for multi-module structures, phase bindings, plugin declarations, and repository policies. - - **(2023)** [vogella.com: Maven for Building Java application - Tutorial](https://www.vogella.com/tutorials/ApacheMaven/article.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Exhaustive Java build automation tutorial focusing on Apache Maven. Discusses build profiles, custom lifecycle phases, localized plugin injections, and enterprise registry mirrors. + - [howtodoinjava.com/maven](https://howtodoinjava.com/maven) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” An extensive tutorial repository covering Maven configurations. Includes practical blueprints for multi-module structures, phase bindings, plugin declarations, and repository policies. + - [vogella.com: Maven for Building Java application - Tutorial](https://www.vogella.com/tutorials/ApacheMaven/article.html) [COMMUNITY-TOOL] [GUIDE] β€” Exhaustive Java build automation tutorial focusing on Apache Maven. Discusses build profiles, custom lifecycle phases, localized plugin injections, and enterprise registry mirrors. #### Scaffolding Automation - **(2020)** [Handwritten Maven archetype project scaffolding](http://www.programmersought.com/article/1858176023) [ADVANCED LEVEL] [GUIDE] 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” In-depth guide constructing custom Maven Archetypes. Enables enterprise platform teams to build validated, pre-configured bootstrap microservice templates. @@ -81,55 +75,52 @@ - **(2026)** [twitter.com/ASFMavenRelease: Maven Plugin Release](https://x.com/ASFMavenRelease) 🌟 [COMMUNITY-TOOL] β€” Automated notification engine monitoring official plugin releases. Crucial for platform engineers auditing build integrity and updating CI pipelines. #### Testing Architectures - - **(2022)** [rieckpil.de: Maven Setup For Testing Java Applications](https://rieckpil.de/maven-setup-for-testing-java-applications) [ADVANCED LEVEL] [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Clear, practical playbook for segregating unit tests from slow integration tests inside Maven. Optimizes CI pipeline durations using Surefire and Failsafe bindings. + - [rieckpil.de: Maven Setup For Testing Java Applications](https://rieckpil.de/maven-setup-for-testing-java-applications) [ADVANCED LEVEL] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Clear, practical playbook for segregating unit tests from slow integration tests inside Maven. Optimizes CI pipeline durations using Surefire and Failsafe bindings. ### Build Tools #### JVM Ecosystem ##### Archived - - **(2015)** [Playing with gradle](https://develosapiens.wordpress.com/2015/05/08/playing-with-gradle) 🌟 [COMMUNITY-TOOL] β€” A historic blog post exploring early Gradle configurations and setup. Kept strictly for archive reference, as modern Gradle projects use much newer DSL variants. + - [Playing with gradle](https://develosapiens.wordpress.com/2015/05/08/playing-with-gradle) [COMMUNITY-TOOL] β€” A historic blog post exploring early Gradle configurations and setup. Kept strictly for archive reference, as modern Gradle projects use much newer DSL variants. ##### Artifact Resolution - - **(2026)** [**jitpack.io 🌟**](https://jitpack.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An on-demand repository proxy that builds GitHub or GitLab repositories on the fly and serves them as Maven dependencies, simplifying library distribution. + - [jitpack.io 🌟](https://jitpack.io) [ENTERPRISE-STABLE] β€” An on-demand repository proxy that builds GitHub or GitLab repositories on the fly and serves them as Maven dependencies, simplifying library distribution. ##### Gradle - - **(2026)** [==gradle.org==](https://gradle.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Home of Gradle, an enterprise-grade build automation system supporting Kotlin and Groovy DSLs. Outperforms Apache Maven in build execution times due to its sophisticated caching and incremental compilation engine. - - **(2026)** [**docs.gradle.org: Getting Started**](https://docs.gradle.org/current/userguide/getting_started.html) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Official introductory documentation for configuring new and legacy JVM builds with Gradle. Covers tool installation, syntax essentials, task execution, and repository resolving strategies. + - [gradle.org](https://gradle.org) [DE FACTO STANDARD] β€” Home of Gradle, an enterprise-grade build automation system supporting Kotlin and Groovy DSLs. Outperforms Apache Maven in build execution times due to its sophisticated caching and incremental compilation engine. + - [docs.gradle.org: Getting Started](https://docs.gradle.org/current/userguide/getting_started.html) [DOCUMENTATION] [ENTERPRISE-STABLE] [LEGACY] β€” Official introductory documentation for configuring new and legacy JVM builds with Gradle. Covers tool installation, syntax essentials, task execution, and repository resolving strategies. #### Java Ecosystem (1) ##### Code Quality - - **(2025)** [**Apache Maven Checkstyle Plugin**](https://maven.apache.org/plugins/maven-checkstyle-plugin) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Automates the enforcement of style and coding standards across Java repositories using Checkstyle configurations. Essential for maintaining uniform codebases in enterprise CI/CD pipelines by failing builds on style violations. - - **(2025)** [**Apache Maven Javadoc Plugin**](https://maven.apache.org/plugins/maven-javadoc-plugin) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Configures the automatic generation of API documentation (Javadoc) directly from source code during the Maven build packaging phase. Essential for library development, supporting customization of tagging and HTML5 rendering parameters. + - [Apache Maven Checkstyle Plugin](https://maven.apache.org/plugins/maven-checkstyle-plugin) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Automates the enforcement of style and coding standards across Java repositories using Checkstyle configurations. Essential for maintaining uniform codebases in enterprise CI/CD pipelines by failing builds on style violations. + - [Apache Maven Javadoc Plugin](https://maven.apache.org/plugins/maven-javadoc-plugin) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Configures the automatic generation of API documentation (Javadoc) directly from source code during the Maven build packaging phase. Essential for library development, supporting customization of tagging and HTML5 rendering parameters. ##### Dependency Analysis - - **(2024)** [Apache Maven Dependency Analyzer](https://maven.apache.org/shared/maven-dependency-analyzer/index.html) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A core Java compilation utility designed to inspect a project's bytecode for undeclared or unused dependencies. It plays a critical role in build optimization and dependency hygiene by analyzing output directories rather than raw source files, providing programmatic and plugin-based integrations. + - [Apache Maven Dependency Analyzer](https://maven.apache.org/shared/maven-dependency-analyzer/index.html) [DOCUMENTATION] [COMMUNITY-TOOL] β€” A core Java compilation utility designed to inspect a project's bytecode for undeclared or unused dependencies. It plays a critical role in build optimization and dependency hygiene by analyzing output directories rather than raw source files, providing programmatic and plugin-based integrations. ##### Plugins - - **(2023)** [Apache Maven Changelog Plugin](https://maven.apache.org/plugins/maven-changelog-plugin) [DOCUMENTATION] 🌟🌟 [COMMUNITY-TOOL] β€” Generates reports on changes made to the developer's source control repository, pulling commit messages and authors into structured Maven site documentation. Integrates with popular SCM tools like Git and SVN to provide full traceability. + - [Apache Maven Changelog Plugin](https://maven.apache.org/plugins/maven-changelog-plugin) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Generates reports on changes made to the developer's source control repository, pulling commit messages and authors into structured Maven site documentation. Integrates with popular SCM tools like Git and SVN to provide full traceability. ##### Testing - - **(2025)** [**Maven Surefire Report Plugin**](https://maven.apache.org/surefire/maven-surefire-report-plugin) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Parses JUnit and TestNG XML reports during the test and integration test phases to generate structured, human-readable HTML test summaries. Seamlessly plugs into standard CI pipeline visualization engines. -##### Tutorials - - - **(2021)** [howtodoinjava.com: Maven IntelliJ Idea Project](https://howtodoinjava.com/maven/maven-java-project-with-intellij-idea) 🌟🌟 [COMMUNITY-TOOL] β€” Step-by-step tutorial on initializing, configuring, and importing Maven projects inside JetBrains IntelliJ IDEA. Useful for junior developers looking to establish standard build patterns and resolve dependency import conflicts. -### Developer Experience (1) + - [Maven Surefire Report Plugin](https://maven.apache.org/surefire/maven-surefire-report-plugin) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Parses JUnit and TestNG XML reports during the test and integration test phases to generate structured, human-readable HTML test summaries. Seamlessly plugs into standard CI pipeline visualization engines. +### Developer Experience #### IDE Configuration ##### IntelliJ IDEA Maven - - **(2026)** [**jetbrains.com/help/idea/maven-support.html**](https://www.jetbrains.com/help/idea/maven-support.html) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Comprehensive reference guide for managing, importing, and debugging Apache Maven projects within JetBrains IntelliJ IDEA. Covers multi-module project structures, lifecycle phase execution, and custom plugin integration to maximize developer productivity. + - [jetbrains.com/help/idea/maven-support.html](https://www.jetbrains.com/help/idea/maven-support.html) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Comprehensive reference guide for managing, importing, and debugging Apache Maven projects within JetBrains IntelliJ IDEA. Covers multi-module project structures, lifecycle phase execution, and custom plugin integration to maximize developer productivity. ##### VS Code Java - - **(2026)** [code.visualstudio.com: Java Project Management in VS Code](https://code.visualstudio.com/docs/java/java-project) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official documentation detailing project management configurations, build tool integration (Maven/Gradle), and workspace settings for Java development within Visual Studio Code. It provides technical insights into using the Language Server for Java (RSP) and configuring classpath dependencies. + - [code.visualstudio.com: Java Project Management in VS Code](https://code.visualstudio.com/docs/java/java-project) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official documentation detailing project management configurations, build tool integration (Maven/Gradle), and workspace settings for Java development within Visual Studio Code. It provides technical insights into using the Language Server for Java (RSP) and configuring classpath dependencies. #### JVM Ecosystem (1) ##### Scripting Tools - - **(2026)** [**JBang**](https://www.jbang.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A CLI tool allowing Java developers to run single-file source code programs as executable scripts, handling dependency fetching on-the-fly without heavy project setups. + - [JBang](https://www.jbang.dev) [ENTERPRISE-STABLE] β€” A CLI tool allowing Java developers to run single-file source code programs as executable scripts, handling dependency fetching on-the-fly without heavy project setups. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/message-queue.md b/v2-docs/message-queue.md index bd88d8c8..af27414e 100644 --- a/v2-docs/message-queue.md +++ b/v2-docs/message-queue.md @@ -3,6 +3,10 @@ !!! info "Architectural Context" Detailed reference for Message Queue in the context of Data & Advanced Analytics. +## Standard Reference + + - [Apache Camel](https://camel.apache.org) [COMMUNITY-TOOL] + ## Application Integration ### Cloud Managed Services @@ -12,49 +16,46 @@ - **(2026)** [==Google Cloud Platform Pub/Sub==](https://docs.cloud.google.com/pubsub/docs/overview) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Comprehensive documentation for GCP Pub/Sub, an enterprise-grade, globally distributed, fully-managed asynchronous messaging service. It provides consistent sub-second latencies at arbitrary scale. It features seamless integrations with Google Cloud's data analytics stacks. ### Enterprise Integration Patterns -#### Cloud Managed Services (1) - - - **(2024)** [ibm.com: iPaaS (Integration-Platform-as-a-Service)](https://www.ibm.com/think/topics/ipaas) 🌟🌟🌟 [GUIDE] [LEGACY] β€” A strategic and architectural overview of Integration Platform as a Service (iPaaS). It reviews how cloud-native middleware bridges legacy on-premise systems and modern SaaS ecosystems. Highly useful for enterprise digital integration roadmaps. #### Event-Driven Systems - - **(2021)** [developers.redhat.com: Design event-driven integrations with Kamelets and Camel K](https://developers.redhat.com/blog/2021/04/02/design-event-driven-integrations-with-kamelets-and-camel-k) 🌟🌟🌟 [EMERGING] [GUIDE] β€” Introduces "Kamelets" (Camel Route Snippets), which act as reusable cloud-native integration building blocks. It explains how non-developers or low-code frameworks can plug Kamelets into serverless topologies for immediate data flow orchestration on Kubernetes. + - [developers.redhat.com: Design event-driven integrations with Kamelets and' Camel K](https://developers.redhat.com/blog/2021/04/02/design-event-driven-integrations-with-kamelets-and-camel-k) [EMERGING] [GUIDE] β€” Introduces "Kamelets" (Camel Route Snippets), which act as reusable cloud-native integration building blocks. It explains how non-developers or low-code frameworks can plug Kamelets into serverless topologies for immediate data flow orchestration on Kubernetes. #### Middleware - **(2025)** [****Red Hat Fuse****](https://www.redhat.com/en/products/application-foundations) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Red Hat's enterprise-grade, distributed integration platform, heavily utilizing Apache Camel, ActiveMQ, and CXF. It provides a highly stable middleware environment designed to bind heterogeneous enterprise workloads and APIs under unified orchestration rules. #### Serverless Integration - - **(2021)** [developers.redhat.com: Integrating systems with Apache Camel and Quarkus on Red Hat OpenShift](https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-camel-and-quarkus-red-hat-openshift) [ADVANCED LEVEL] 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” Practical walk-through highlighting the integration of legacy enterprise environments using Apache Camel Quarkus extensions (Camel K) on OpenShift. It demonstrates how Quarkus' sub-second startup times enable serverless, cloud-native integration routes. + - [developers.redhat.com: Integrating systems with Apache Camel and Quarkus' on Red Hat OpenShift](https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-camel-and-quarkus-red-hat-openshift) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” Practical walk-through highlighting the integration of legacy enterprise environments using Apache Camel Quarkus extensions (Camel K) on OpenShift. It demonstrates how Quarkus' sub-second startup times enable serverless, cloud-native integration routes. ### Event Streaming #### Enterprise Integration Patterns (1) - - **(2022)** [**kai-waehner.de: When to use Apache Camel vs. Apache Kafka? 🌟**](https://www.kai-waehner.de/blog/2022/01/28/when-to-use-apache-camel-vs-apache-kafka-for-etl-application-integration-event-streaming) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Examines the complementarity and core differences between Apache Camel (an integration framework implementing Enterprise Integration Patterns) and Apache Kafka (a distributed streaming platform). It outlines architectures where Camel acts as a producer/consumer or edge connector for Kafka pipelines. + - [kai-waehner.de: When to use Apache Camel vs. Apache Kafka? 🌟](https://www.kai-waehner.de/blog/2022/01/28/when-to-use-apache-camel-vs-apache-kafka-for-etl-application-integration-event-streaming) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Examines the complementarity and core differences between Apache Camel (an integration framework implementing Enterprise Integration Patterns) and Apache Kafka (a distributed streaming platform). It outlines architectures where Camel acts as a producer/consumer or edge connector for Kafka pipelines. #### Kafka Connectors - - **(2020)** [**developers.redhat.com: Extending Kafka connectivity with Apache Camel Kafka connectors**](https://developers.redhat.com/blog/2020/05/19/extending-kafka-connectivity-with-apache-camel-kafka-connectors) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Outlines how the Camel Kafka Connector framework allows developers to utilize Camel's extensive component suite as standard Kafka Connect sources or sinks. This simplifies ingestion and delivery to hundreds of external enterprise systems without custom code. + - [developers.redhat.com: Extending Kafka connectivity with Apache Camel Kafka' connectors](https://developers.redhat.com/blog/2020/05/19/extending-kafka-connectivity-with-apache-camel-kafka-connectors) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Outlines how the Camel Kafka Connector framework allows developers to utilize Camel's extensive component suite as standard Kafka Connect sources or sinks. This simplifies ingestion and delivery to hundreds of external enterprise systems without custom code. ### Local Development #### Containerization - - **(2021)** [geshan.com.np: How to use RabbitMQ and Node.js with Docker and Docker-compose](https://geshan.com.np/blog/2021/07/rabbitmq-docker-nodejs) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A hands-on tutorial outlining the setup of a localized asynchronous worker pipeline using Node.js, RabbitMQ, and Docker Compose. It serves as an accessible entry point to grasp queue-based application decoupling. Includes configuration templates ready for development workflows. + - [geshan.com.np: How to use RabbitMQ and Node.js with Docker and Docker-compose](https://geshan.com.np/blog/2021/07/rabbitmq-docker-nodejs) [COMMUNITY-TOOL] [GUIDE] β€” A hands-on tutorial outlining the setup of a localized asynchronous worker pipeline using Node.js, RabbitMQ, and Docker Compose. It serves as an accessible entry point to grasp queue-based application decoupling. Includes configuration templates ready for development workflows. ### Low-Code Integration #### Enterprise Integration Patterns (2) - - **(2022)** [**Syndesis** open source integration platform](https://syndesis.io) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] [LEGACY] β€” Syndesis is an open-source, cloud-native low-code integration platform designed to run natively on Kubernetes and OpenShift. It enables drag-and-drop connections between diverse business APIs and internal databases, utilizing Apache Camel under the hood. Note: The project has recently transitioned to legacy status. + - [**Syndesis** open source integration platform](https://syndesis.io) [DOCUMENTATION] [COMMUNITY-TOOL] [LEGACY] β€” Syndesis is an open-source, cloud-native low-code integration platform designed to run natively on Kubernetes and OpenShift. It enables drag-and-drop connections between diverse business APIs and internal databases, utilizing Apache Camel under the hood. Note: The project has recently transitioned to legacy status. #### Microservices - - **(2020)** [developers.redhat.com: Low-code microservices orchestration with Syndesis](https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestration-with-syndesis) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Detailed demonstration of leveraging Syndesis for visual, low-code orchestration of enterprise microservices. It highlights quick deployment cycles, declarative configuration models, and integration with Red Hat OpenShift resources. + - [developers.redhat.com: Low-code microservices orchestration with Syndesis](https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestration-with-syndesis) [COMMUNITY-TOOL] [GUIDE] β€” Detailed demonstration of leveraging Syndesis for visual, low-code orchestration of enterprise microservices. It highlights quick deployment cycles, declarative configuration models, and integration with Red Hat OpenShift resources. ### Message Brokers #### Clustering - - **(2021)** [developers.redhat.com: Implementing Apache ActiveMQ-style broker meshes with Apache Artemis](https://developers.redhat.com/articles/2021/06/30/implementing-apache-activemq-style-broker-meshes-apache-artemis) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Focuses on establishing distributed, multi-broker network configurations (broker meshes) using Apache Artemis. It highlights migration techniques from classic ActiveMQ network-of-brokers architectures. It explains target configuration profiles to optimize reliability across complex enterprise regions. + - [developers.redhat.com: Implementing Apache ActiveMQ-style broker meshes' with Apache Artemis](https://developers.redhat.com/articles/2021/06/30/implementing-apache-activemq-style-broker-meshes-apache-artemis) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Focuses on establishing distributed, multi-broker network configurations (broker meshes) using Apache Artemis. It highlights migration techniques from classic ActiveMQ network-of-brokers architectures. It explains target configuration profiles to optimize reliability across complex enterprise regions. #### Evaluation Frameworks - - **(2022)** [**kai-waehner.de: Comparison: JMS Message Queue vs. Apache Kafka**](https://www.kai-waehner.de/blog/2022/05/12/comparison-jms-api-message-broker-mq-vs-apache-kafka) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Details the technical tradeoffs, design limitations, and complementary features of JMS broker specifications versus Apache Kafka. It assists system engineers in distinguishing transaction-heavy classic queuing requirements from massive event streaming workloads. - - **(2020)** [**developers.redhat.com: Choosing the right asynchronous-messaging infrastructure for the job**](https://developers.redhat.com/blog/2020/07/31/choosing-the-right-asynchronous-messaging-infrastructure-for-the-job) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Lays out a decision framework for choosing between broker-based messaging (e.g., AMQP, ActiveMQ), event-streaming (e.g., Apache Kafka), and cloud-native serverless event routing. It evaluates criteria like throughput, ordering guarantees, consumer groups, and message preservation. This is an essential architectural comparative reference. - - **(2023)** [kubemq.io: Kafka VS KubeMQ 🌟](https://kubemq.io/kafka-vs-kubemq) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides a detailed comparison between Apache Kafka and KubeMQ, focusing on memory footprint, container resource demands, and operational complexity. It presents KubeMQ as a highly localized, easy-to-manage container broker, contrasting it with Kafka's robust, distributed cluster topology. + - [developers.redhat.com: Choosing the right asynchronous-messaging infrastructure' for the job](https://developers.redhat.com/blog/2020/07/31/choosing-the-right-asynchronous-messaging-infrastructure-for-the-job) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Lays out a decision framework for choosing between broker-based messaging (e.g., AMQP, ActiveMQ), event-streaming (e.g., Apache Kafka), and cloud-native serverless event routing. It evaluates criteria like throughput, ordering guarantees, consumer groups, and message preservation. This is an essential architectural comparative reference. + - [kubemq.io: Kafka VS KubeMQ 🌟](https://kubemq.io/kafka-vs-kubemq) [DOCUMENTATION] [COMMUNITY-TOOL] [GUIDE] β€” Provides a detailed comparison between Apache Kafka and KubeMQ, focusing on memory footprint, container resource demands, and operational complexity. It presents KubeMQ as a highly localized, easy-to-manage container broker, contrasting it with Kafka's robust, distributed cluster topology. + - [kai-waehner.de: Comparison: JMS Message Queue vs. Apache Kafka](https://www.kai-waehner.de/blog/2022/05/12/comparison-jms-api-message-broker-mq-vs-apache-kafka) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Details the technical tradeoffs, design limitations, and complementary features of JMS broker specifications versus Apache Kafka. It assists system engineers in distinguishing transaction-heavy classic queuing requirements from massive event streaming workloads. #### Event Streaming (1) - **(2021)** [**blog.rabbitmq.com: First Application With RabbitMQ Streams**](https://www.rabbitmq.com/blog/2021/07/19/rabbitmq-streams-first-application) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Introduces RabbitMQ Streams, a high-throughput, log-append-only streaming protocol introduced in RabbitMQ 3.9. It compares RabbitMQ Streams' sub-millisecond latencies and message retention directly with traditional AMQP queues and Apache Kafka. The walkthrough showcases a complete consumer-producer application setup. @@ -63,13 +64,13 @@ - **(2026)** [==Apache Artemis JMeter==](https://github.com/apache/artemis) ⭐ 1017 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The official GitHub mirror of Apache ActiveMQ Artemis, housing the high-performance non-blocking asynchronous message broker. It provides native support for AMQP, MQTT, STOMP, and OpenWire. It delivers ultra-low latency and scalable message distribution under extreme workloads. #### JMS - - **(2024)** [**ActiveMQ 5.x "classic"**](https://activemq.apache.org/components/classic) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” The classic implementation of Apache ActiveMQ, continuing to power millions of production enterprise nodes. It offers rich support for JMS client specifications alongside robust clustering and persistence. Ideal for traditional integration architecture, though increasingly superseded by Artemis. - - **(1999)** [**Apache ActiveMQ**](https://activemq.apache.org) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” An iconic, mature open-source multi-protocol message broker supporting JMS 1.1 and 2.0, AMQP, MQTT, and STOMP. Known for enterprise-grade reliability and complex message routing patterns. It remains a foundational asset in legacy integration environments globally. + - [Apache ActiveMQ](https://activemq.apache.org) [DOCUMENTATION] [ENTERPRISE-STABLE] [LEGACY] β€” An iconic, mature open-source multi-protocol message broker supporting JMS 1.1 and 2.0, AMQP, MQTT, and STOMP. Known for enterprise-grade reliability and complex message routing patterns. It remains a foundational asset in legacy integration environments globally. + - [ActiveMQ 5.x "classic"](https://activemq.apache.org/components/classic) [DOCUMENTATION] [ENTERPRISE-STABLE] [LEGACY] β€” The classic implementation of Apache ActiveMQ, continuing to power millions of production enterprise nodes. It offers rich support for JMS client specifications alongside robust clustering and persistence. Ideal for traditional integration architecture, though increasingly superseded by Artemis. #### Kubernetes Native - - **(2026)** [**KubeMQ.io: Kubernetes Native Message Queue Broker**](https://kubemq.io) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” KubeMQ is an enterprise-grade, ultra-lightweight message broker engineered specifically for Kubernetes container ecosystems. Delivered in a minimal footprint, it supports pub/sub, queues, and streams with native GRPC and REST support. It avoids external operational dependencies. - - **(2024)** [**github.com/kubemq-io/kubemq-community 🌟**](https://github.com/kubemq-io/kubemq-community) ⭐ 668 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The community-driven core repository for KubeMQ. It offers a lightweight, high-performance messaging interface for microservices on Kubernetes. Supports standard asynchronous protocols and integrates natively with Kubernetes patterns. - - **(2019)** [devops.com: Best of 2019: Implementing Message Queue in Kubernetes](https://devops.com/implementing-message-queue-in-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Evaluates the operational paradigms, stateful challenges, and strategies when setting up distributed message brokers natively inside Kubernetes environments. Discusses dynamic volume allocations, stateful sets, and persistent cloud networking protocols. + - [KubeMQ.io: Kubernetes Native Message Queue Broker](https://kubemq.io) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” KubeMQ is an enterprise-grade, ultra-lightweight message broker engineered specifically for Kubernetes container ecosystems. Delivered in a minimal footprint, it supports pub/sub, queues, and streams with native GRPC and REST support. It avoids external operational dependencies. + - [devops.com: Best of 2019: Implementing Message Queue in Kubernetes](https://devops.com/implementing-message-queue-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” Evaluates the operational paradigms, stateful challenges, and strategies when setting up distributed message brokers natively inside Kubernetes environments. Discusses dynamic volume allocations, stateful sets, and persistent cloud networking protocols. + - [github.com/kubemq-io/kubemq-community 🌟](https://github.com/kubemq-io/kubemq-community) ⭐ 668 [ENTERPRISE-STABLE] β€” The community-driven core repository for KubeMQ. It offers a lightweight, high-performance messaging interface for microservices on Kubernetes. Supports standard asynchronous protocols and integrates natively with Kubernetes patterns. #### Pub-Sub Pattern (1) - **(2026)** [**Redis Pub/sub**](https://redis.io/docs/latest/develop) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official developer documentation detailing Redis' built-in Pub/Sub and Streams features. It provides technical blueprints for lightweight, fire-and-forget message passing and log-append streaming. This allows developers to construct fast messaging queues without setting up heavy broker architectures. @@ -78,28 +79,28 @@ #### Kubernetes Operators - **(2024)** [**Apache Camel K**](https://camel.apache.org/camel-k/2.10.x) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Core documentation for Apache Camel K, a lightweight cloud-native integration platform built on Kubernetes. It utilizes the Operator Pattern to run integration DSL routes serverlessly. It drastically simplifies deploying complex integration patterns across cloud-native domains. - - **(2021)** [thenewstack.io: Camel K Brings Apache Camel to Kubernetes for Event-Driven Architectures](https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-driven-architectures) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive review of Camel K's architecture, analyzing its integration with Knative and Kubernetes-native messaging patterns. It describes how Camel K reduces traditional ESB resource consumption to support high-density container layouts. + - [thenewstack.io: Camel K Brings Apache Camel to Kubernetes for Event-Driven' Architectures](https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-driven-architectures) [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive review of Camel K's architecture, analyzing its integration with Knative and Kubernetes-native messaging patterns. It describes how Camel K reduces traditional ESB resource consumption to support high-density container layouts. #### Reference Architecture - - **(2022)** [github.com/osa-ora/camel-k-samples](https://github.com/osa-ora/camel-k-samples) 🌟🌟 [COMMUNITY-TOOL] β€” A curated collection of practical code templates and sample deployment topologies demonstrating Camel K in action. Covers integrations with relational databases, message queues, and cloud endpoints. This repository is a valuable tool for accelerated prototyping. + - [github.com/osa-ora/camel-k-samples](https://github.com/osa-ora/camel-k-samples) [COMMUNITY-TOOL] β€” A curated collection of practical code templates and sample deployment topologies demonstrating Camel K in action. Covers integrations with relational databases, message queues, and cloud endpoints. This repository is a valuable tool for accelerated prototyping. #### Serverless Integration (1) - - **(2020)** [developers.redhat.com: Six reasons to love Camel K](https://developers.redhat.com/blog/2020/05/12/six-reasons-to-love-camel-k) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Outlines six key architectural advantages of Camel K, including fast deployment loops, native Quarkus optimization, low memory footprints, and serverless scale-to-zero capabilities via Knative. Highly useful for architects modernizing traditional ESBs. + - [developers.redhat.com: Six reasons to love Camel K](https://developers.redhat.com/blog/2020/05/12/six-reasons-to-love-camel-k) [COMMUNITY-TOOL] [GUIDE] β€” Outlines six key architectural advantages of Camel K, including fast deployment loops, native Quarkus optimization, low memory footprints, and serverless scale-to-zero capabilities via Knative. Highly useful for architects modernizing traditional ESBs. ## Cloud Native Architecture ### Domain-Driven Design #### Messaging Architectures - - **(2019)** [**verraes.net: DDD and Messaging Architectures 🌟**](https://verraes.net/2019/05/ddd-msg-arch) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Synthesizes core concepts of Domain-Driven Design (DDD) with message-oriented middleware patterns. It examines bounded contexts, aggregate boundaries, and the strategic distribution of domain events. It provides deep conceptual clarity on decoupling enterprise service boundaries using asynchronous message paths. + - [verraes.net: DDD and Messaging Architectures 🌟](https://verraes.net/2019/05/ddd-msg-arch) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Synthesizes core concepts of Domain-Driven Design (DDD) with message-oriented middleware patterns. It examines bounded contexts, aggregate boundaries, and the strategic distribution of domain events. It provides deep conceptual clarity on decoupling enterprise service boundaries using asynchronous message paths. ### Event-Driven Systems (1) #### Foundations - - **(2021)** [thenewstack.io: The Rise of Event-Driven Architecture](https://thenewstack.io/the-rise-of-event-driven-architecture) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Traces the industry shift from request-response synchronous APIs to asynchronous event-driven models. It outlines the architectural advantages regarding system resilience, temporal decoupling, and scalability. The analysis evaluates standard broker technologies that enable reactive cloud-native systems. + - [thenewstack.io: The Rise of Event-Driven Architecture](https://thenewstack.io/the-rise-of-event-driven-architecture) [COMMUNITY-TOOL] [GUIDE] β€” Traces the industry shift from request-response synchronous APIs to asynchronous event-driven models. It outlines the architectural advantages regarding system resilience, temporal decoupling, and scalability. The analysis evaluates standard broker technologies that enable reactive cloud-native systems. #### Patterns - - **(2021)** [**codeopinion.com: Event Sourcing vs Event Driven Architecture**](https://codeopinion.com/event-sourcing-vs-event-driven-architecture) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Clarifies the critical distinctions and synergies between Event Sourcing (capturing state transitions as events) and Event-Driven Architecture (broadcasting state changes). It uses architectural examples to prevent common integration anti-patterns. This assists architects in deciding when to combine or isolate these patterns. + - [codeopinion.com: Event Sourcing vs Event Driven Architecture](https://codeopinion.com/event-sourcing-vs-event-driven-architecture) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Clarifies the critical distinctions and synergies between Event Sourcing (capturing state transitions as events) and Event-Driven Architecture (broadcasting state changes). It uses architectural examples to prevent common integration anti-patterns. This assists architects in deciding when to combine or isolate these patterns. #### Standards - **(2022)** [**salaboy.com: Event-Driven applications with CloudEvents on Kubernetes**](https://www.salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” Explains how the CNCF CloudEvents specification standardizes event metadata format across distinct systems. It integrates CloudEvents within Kubernetes architectures using tools like Knative Eventing. This provides an excellent overview of building vendor-neutral, highly reactive event mesh fabrics. @@ -112,19 +113,19 @@ #### Performance - - **(2020)** [particular.net: RPC vs. Messaging – which is faster?](https://particular.net/blog/rpc-vs-messaging-which-is-faster) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides a detailed comparative benchmark of Remote Procedure Call (RPC) protocols versus messaging-based asynchronous protocols. It highlights how latency, queue depths, network overhead, and decoupling impact application performance under high load. It concludes that throughput gains in asynchronous messaging often outweigh synchronous RPC latency benefits. + - [particular.net: RPC vs. Messaging – which is faster?](https://particular.net/blog/rpc-vs-messaging-which-is-faster) [COMMUNITY-TOOL] [GUIDE] β€” Provides a detailed comparative benchmark of Remote Procedure Call (RPC) protocols versus messaging-based asynchronous protocols. It highlights how latency, queue depths, network overhead, and decoupling impact application performance under high load. It concludes that throughput gains in asynchronous messaging often outweigh synchronous RPC latency benefits. ### Microservices (1) #### Change Data Capture CDC - - **(2020)** [**developers.redhat.com: Change data capture for microservices without writing any code**](https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Walkthrough detailing how to set up out-of-the-box Change Data Capture architectures using Debezium without custom application-level code. It demonstrates immediate real-time synchronization from database transactions straight to Kafka-enabled microservices. - - **(2019)** [**developers.redhat.com: Decoupling microservices with Apache Camel and Debezium**](https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Explains how to decouple distributed database structures in microservices by employing a combination of Debezium (for Change Data Capture) and Apache Camel (for integration and transformation pipelines). It ensures low latency, resilient state updates. + - [developers.redhat.com: Decoupling microservices with Apache Camel and Debezium](https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Explains how to decouple distributed database structures in microservices by employing a combination of Debezium (for Change Data Capture) and Apache Camel (for integration and transformation pipelines). It ensures low latency, resilient state updates. + - [developers.redhat.com: Change data capture for microservices without writing' any code](https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code) [ENTERPRISE-STABLE] [GUIDE] β€” Walkthrough detailing how to set up out-of-the-box Change Data Capture architectures using Debezium without custom application-level code. It demonstrates immediate real-time synchronization from database transactions straight to Kafka-enabled microservices. #### Distributed Transactions - - **(2021)** [**developers.redhat.com: Distributed transaction patterns for microservices compared**](https://developers.redhat.com/articles/2021/09/21/distributed-transaction-patterns-microservices-compared) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Analyzes and contrasts critical transactional strategies for microservice boundaries, including 2PC (Two-Phase Commit), Sagas, and Outbox patterns. It highlights how asynchronous message-passing mitigates the failure modes of distributed transactions. Practical implementation guidelines focus on maintaining eventual consistency without tight coupling. + - [developers.redhat.com: Distributed transaction patterns for microservices' compared](https://developers.redhat.com/articles/2021/09/21/distributed-transaction-patterns-microservices-compared) [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Analyzes and contrasts critical transactional strategies for microservice boundaries, including 2PC (Two-Phase Commit), Sagas, and Outbox patterns. It highlights how asynchronous message-passing mitigates the failure modes of distributed transactions. Practical implementation guidelines focus on maintaining eventual consistency without tight coupling. #### Event Sourcing - - **(2021)** [blog.bitsrc.io: Why Microservices Should use Event Sourcing 🌟](https://blog.bitsrc.io/why-microservices-should-use-event-sourcing-9755a54ebfb4) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Argues the case for event sourcing as a primary mechanism to store state in distributed microservice topologies. It highlights capabilities such as complete audit trails, high-performance writes, and historical state reconstruction. The post warns of common pitfalls including schema evolution complexity and read projection overhead. + - [blog.bitsrc.io: Why Microservices Should use Event Sourcing 🌟](https://blog.bitsrc.io/why-microservices-should-use-event-sourcing-9755a54ebfb4) [COMMUNITY-TOOL] [GUIDE] β€” Argues the case for event sourcing as a primary mechanism to store state in distributed microservice topologies. It highlights capabilities such as complete audit trails, high-performance writes, and historical state reconstruction. The post warns of common pitfalls including schema evolution complexity and read projection overhead. ## Cloud Native Infrastructure ### High Availability @@ -136,41 +137,41 @@ #### Application Integration (1) - - **(2021)** [itnext.io: Sending Messages to Kafka in Kubernetes](https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Practical post on establishing low-latency, secure client connections to Kafka brokers inside a Kubernetes network boundary. Live Grounding: Reviews internal DNS routing, ingress endpoints, and SASL authentication configs to safely bridge containerized publishers and consumer workloads. + - [itnext.io: Sending Messages to Kafka in Kubernetes](https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Practical post on establishing low-latency, secure client connections to Kafka brokers inside a Kubernetes network boundary. Live Grounding: Reviews internal DNS routing, ingress endpoints, and SASL authentication configs to safely bridge containerized publishers and consumer workloads. #### Deployments - **(2023)** [thelinuxnotes.com: How to deploy Kafka in Kubernetes with Helm chart + kafdrop](https://thelinuxnotes.com/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Deployment tutorial utilizing established community Helm packages. Live Grounding: Guides deployment of a functional Kafka test cluster integrated directly with Kafdrop as a companion visual administration interface. #### Guides - - **(2022)** [**linkedin.com: Kafka Cluster Setup on Kubernetes**](https://www.linkedin.com/pulse/kaka-cluster-setup-kubernetes-avinash-kumar-chandran) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Step-by-step technical guide for provisioning Kafka on Kubernetes using direct manifests. Live Grounding: Covers statefulsets, headless service definitions, volume claim templates, and environment variables targeting manual multi-broker cluster creation. + - [linkedin.com: Kafka Cluster Setup on Kubernetes](https://www.linkedin.com/pulse/kaka-cluster-setup-kubernetes-avinash-kumar-chandran) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Step-by-step technical guide for provisioning Kafka on Kubernetes using direct manifests. Live Grounding: Covers statefulsets, headless service definitions, volume claim templates, and environment variables targeting manual multi-broker cluster creation. #### Local Development (1) - - **(2021)** [dev.to: Running Kafka on kubernetes for local development](https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Practical setup workflow for running local Kafka configurations under Minikube or Docker Desktop. Live Grounding: Explains minimal YAML profiles using Helm or lightweight operators to quickly spin up development broker instances for sandboxed microservices validation. + - [dev.to: Running Kafka on kubernetes for local development](https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Practical setup workflow for running local Kafka configurations under Minikube or Docker Desktop. Live Grounding: Explains minimal YAML profiles using Helm or lightweight operators to quickly spin up development broker instances for sandboxed microservices validation. ### Kubernetes Strategy #### Infrastructure Decisions - - **(2023)** [**thenewstack.io: Kafka on Kubernetes: Should You Adopt a Managed Solution?**](https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Strategic evaluation of managed SaaS Kafka setups versus DIY operator approaches on Kubernetes. Live Grounding: Compares total cost of ownership (TCO), maintenance scaling, day-2 operations complexity, and custom flexibility demands. + - [thenewstack.io: Kafka on Kubernetes: Should You Adopt a Managed Solution?](https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution) [ENTERPRISE-STABLE] β€” Curator Insight: Strategic evaluation of managed SaaS Kafka setups versus DIY operator approaches on Kubernetes. Live Grounding: Compares total cost of ownership (TCO), maintenance scaling, day-2 operations complexity, and custom flexibility demands. ### Security #### Amazon EKS - - **(2021)** [itnext.io: Securely Decoupling Kubernetes-based Applications on Amazon EKS using Kafka with SASL/SCRAM](https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-with-sasl-scram-48c340e1ffe9) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Hardening guide detailing connection security between AWS EKS-based consumers and Kafka clusters. Live Grounding: Demonstrates configuring Kafka users with SASL/SCRAM credentials, managing secrets within Kubernetes natively, and establishing encrypted TLS connectivity over VPC boundaries. + - [itnext.io: Securely Decoupling Kubernetes-based Applications on Amazon EKS' using Kafka with SASL/SCRAM](https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-with-sasl-scram-48c340e1ffe9) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Hardening guide detailing connection security between AWS EKS-based consumers and Kafka clusters. Live Grounding: Demonstrates configuring Kafka users with SASL/SCRAM credentials, managing secrets within Kubernetes natively, and establishing encrypted TLS connectivity over VPC boundaries. ### Serverless Data Platforms #### Elastic Kafka - - **(2021)** [confluent.io: Making Apache Kafka Serverless: Lessons From Confluent Cloud](https://www.confluent.io/blog/designing-an-elastic-apache-kafka-for-the-cloud) [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Architectural retrospective on how Confluent engineered a multi-tenant, elastic serverless Kafka platform. Live Grounding: Explores storage-compute decoupling, automated partition rebalancing, and custom multi-tenant billing-aware resource allocators. + - [confluent.io: Making Apache Kafka Serverless: Lessons From Confluent Cloud](https://www.confluent.io/blog/designing-an-elastic-apache-kafka-for-the-cloud) [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Architectural retrospective on how Confluent engineered a multi-tenant, elastic serverless Kafka platform. Live Grounding: Explores storage-compute decoupling, automated partition rebalancing, and custom multi-tenant billing-aware resource allocators. ### Stateful Workloads #### Kafka on Kubernetes (2) - - **(2021)** [**phoenixnap.com: How to Set Up and Run Kafka on Kubernetes 🌟**](https://phoenixnap.com/kb/kafka-on-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Comprehensive guide to running stateful Kafka clusters on Kubernetes platforms. Live Grounding: Outlines deploying Kafka utilizing statefulsets, configuring persistent volumes, and handling network routing. Explores the advantages of operator-managed setups versus standard manual deployments. + - [phoenixnap.com: How to Set Up and Run Kafka on Kubernetes 🌟](https://phoenixnap.com/kb/kafka-on-kubernetes) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Comprehensive guide to running stateful Kafka clusters on Kubernetes platforms. Live Grounding: Outlines deploying Kafka utilizing statefulsets, configuring persistent volumes, and handling network routing. Explores the advantages of operator-managed setups versus standard manual deployments. #### Strimzi Operator - - [==strimzi.io==](https://strimzi.io) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: The leading open-source CNCF sandbox operator platform for running Kafka on Kubernetes. Live Grounding: Orchestrates secure topologies, cluster expansion, user management, and seamless rolling upgrades using fully declarative Kubernetes Custom Resources (CRDs). - - **(2020)** [**developers.redhat.com: Introduction to Strimzi: Apache Kafka on Kubernetes (KubeCon Europe 2020) 🌟**](https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kafka-on-kubernetes-kubecon-europe-2020) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Detailed breakdown of the Strimzi operator architectural internals from KubeCon. Live Grounding: Evaluates how the operator automates bootstrap, health monitoring, protocol configurations, TLS generation, and storage management for Kafka on Kubernetes. - - **(2021)** [strimzi.io: Kafka upgrade improvements](https://strimzi.io/blog/2021/07/05/upgrade-improvements) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Direct technical update from the Strimzi maintainers regarding Kafka upgrade orchestration. Live Grounding: Details the architectural improvements in Strimzi's reconciliation loops, enabling automated, zero-downtime rolling upgrades of stateful Kafka pods with strict schema protection. + - [strimzi.io: Kafka upgrade improvements](https://strimzi.io/blog/2021/07/05/upgrade-improvements) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Direct technical update from the Strimzi maintainers regarding Kafka upgrade orchestration. Live Grounding: Details the architectural improvements in Strimzi's reconciliation loops, enabling automated, zero-downtime rolling upgrades of stateful Kafka pods with strict schema protection. + - [strimzi.io](https://strimzi.io) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight: The leading open-source CNCF sandbox operator platform for running Kafka on Kubernetes. Live Grounding: Orchestrates secure topologies, cluster expansion, user management, and seamless rolling upgrades using fully declarative Kubernetes Custom Resources (CRDs). + - [developers.redhat.com: Introduction to Strimzi: Apache Kafka on Kubernetes' (KubeCon Europe 2020) 🌟](https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kafka-on-kubernetes-kubecon-europe-2020) [ENTERPRISE-STABLE] β€” Curator Insight: Detailed breakdown of the Strimzi operator architectural internals from KubeCon. Live Grounding: Evaluates how the operator automates bootstrap, health monitoring, protocol configurations, TLS generation, and storage management for Kafka on Kubernetes. #### Tooling and UI - **(2024)** [pepy.tech/project/strimzi-kafka-cli 🌟](https://pepy.tech/projects/strimzi-kafka-cli) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Download analytics and overview of the Strimzi Kafka CLI. Live Grounding: Provides python-based CLI tools to interactively administer Strimzi-managed custom resources, simplifying manual deployment, topic configuration, and user creation operations. @@ -180,18 +181,18 @@ #### GitOps Practices - - **(2021)** [**confluent.io: DevOps for Apache Kafka with Kubernetes and GitOps 🌟**](https://www.confluent.io/blog/devops-for-apache-kafka-with-kubernetes-and-gitops) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Examines GitOps models for coordinating declarative configurations of schemas, partitions, ACLs, and topics across multiple Kubernetes-hosted Kafka environments using automated pipelines. + - [confluent.io: DevOps for Apache Kafka with Kubernetes and GitOps 🌟](https://www.confluent.io/blog/devops-for-apache-kafka-with-kubernetes-and-gitops) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Examines GitOps models for coordinating declarative configurations of schemas, partitions, ACLs, and topics across multiple Kubernetes-hosted Kafka environments using automated pipelines. #### Infrastructure Operations - - **(2018)** [tecmint: How to Install Apache Kafka in CentOS/RHEL 7](https://www.tecmint.com/install-apache-kafka-in-centos-rhel) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A technical operational guide detailing the installation and configuration of Zookeeper and Apache Kafka services directly on bare-metal or VM instances running CentOS and RHEL 7. + - [tecmint: How to Install Apache Kafka in CentOS/RHEL 7](https://www.tecmint.com/install-apache-kafka-in-centos-rhel) [COMMUNITY-TOOL] [GUIDE] β€” A technical operational guide detailing the installation and configuration of Zookeeper and Apache Kafka services directly on bare-metal or VM instances running CentOS and RHEL 7. #### Kafka Connect Operators - - **(2021)** [developers.redhat.com: Improve your Kafka Connect builds of Debezium.](https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium#build_a_debezium_kafka_connect_image_with_a_custom_resource) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical walk-through of the Strimzi Operator build processes for deploying optimized Kafka Connect container environments on Kubernetes. Illustrates declarative custom resource setups to bundle custom Debezium connector packages safely. + - [developers.redhat.com: Improve your Kafka Connect builds of Debezium.](https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium#build_a_debezium_kafka_connect_image_with_a_custom_resource) [COMMUNITY-TOOL] β€” A practical walk-through of the Strimzi Operator build processes for deploying optimized Kafka Connect container environments on Kubernetes. Illustrates declarative custom resource setups to bundle custom Debezium connector packages safely. #### Kubernetes Operators (1) - **(2021)** [openshift.com: How to Orchestrate Data Pipelines with Applications Deployed on OpenShift](https://www.redhat.com/en/blog/how-to-orchestrate-data-pipelines-with-applications-deployed-on-openshift) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demonstrates deployment patterns for co-locating high-throughput data processing pipelines (Argo, Apache Spark, Strimzi) directly alongside backend application microservices inside Red Hat OpenShift clusters. - - **(2021)** [thenewstack.io: Beyond the Quickstart: Running Apache Kafka as a Service on Kubernetes](https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-on-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides architectural guidelines on hosting stable, production-grade Apache Kafka clusters on Kubernetes. Explores state persistence requirements, advanced container network setups, and operational recovery pipelines. - **(2020)** [containerjournal.com: Red Hat Platform Brings Kafka Closer to Kubernetes](https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-kafka-closer-to-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Discusses Strimzi operators on Red Hat OpenShift, evaluating how declaratively defined operators streamline stateful deployments and coordinate safe, automated rolling updates of Kafka nodes on Kubernetes. + - [thenewstack.io: Beyond the Quickstart: Running Apache Kafka as a Service' on Kubernetes](https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-on-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides architectural guidelines on hosting stable, production-grade Apache Kafka clusters on Kubernetes. Explores state persistence requirements, advanced container network setups, and operational recovery pipelines. ### Hybrid Cloud Platforms #### Anthos Deployments @@ -199,64 +200,64 @@ - **(2020)** [confluent.fr: Infrastructure Modernization with Google Anthos and Apache Kafka](https://www.confluent.io/fr-fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka) [FRENCH CONTENT] [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Provides architectural guidelines for deploying federated Confluent Kafka setups across local datacenters and public Google Cloud regions using Google Anthos configuration models [FRENCH CONTENT]. #### Modernization Strategy - - **(2021)** [kai-waehner.de: App Modernization and Hybrid Cloud Architectures with Apache Kafka](https://www.kai-waehner.de/blog/2021/03/10/apache-kafka-app-modernization-legacy-hybrid-cloud-native-architecture) 🌟🌟🌟 [LEGACY] β€” Examines legacy migration models utilizing Apache Kafka as an integration buffer. Discusses streaming events between on-prem mainframe systems and agile cloud-native microservices with zero downtime. + - [kai-waehner.de: App Modernization and Hybrid Cloud Architectures with Apache' Kafka](https://www.kai-waehner.de/blog/2021/03/10/apache-kafka-app-modernization-legacy-hybrid-cloud-native-architecture) [LEGACY] β€” Examines legacy migration models utilizing Apache Kafka as an integration buffer. Discusses streaming events between on-prem mainframe systems and agile cloud-native microservices with zero downtime. ### Infrastructure as Code IaC #### Event-Driven Provisioning - - **(2021)** [daily.dev: Building a fault-tolerant event-driven architecture with Google Cloud, Pulumi and Debezium](https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An infrastructure guide detailing the automated configuration of a fault-tolerant event-driven backend. Demonstrates the step-by-step deployment of Google Cloud resources and Debezium instances using Pulumi for stateful, declarative management. + - [daily.dev: Building a fault-tolerant event-driven architecture with Google' Cloud, Pulumi and Debezium](https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium) [COMMUNITY-TOOL] [GUIDE] β€” An infrastructure guide detailing the automated configuration of a fault-tolerant event-driven backend. Demonstrates the step-by-step deployment of Google Cloud resources and Debezium instances using Pulumi for stateful, declarative management. ### Serverless Computing #### Knative Eventing - - **(2021)** [**piotrminkowski.com: Knative Eventing with Kafka and Quarkus**](https://piotrminkowski.com/2021/03/31/knative-eventing-with-kafka-and-quarkus) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Illustrates the deployment of Knative serverless application endpoints coordinated with Apache Kafka event feeds. Utilizes Quarkus microservices to demonstrate scale-to-zero configurations that adapt automatically to stream ingestion. + - [piotrminkowski.com: Knative Eventing with Kafka and Quarkus](https://piotrminkowski.com/2021/03/31/knative-eventing-with-kafka-and-quarkus) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Illustrates the deployment of Knative serverless application endpoints coordinated with Apache Kafka event feeds. Utilizes Quarkus microservices to demonstrate scale-to-zero configurations that adapt automatically to stream ingestion. ## Data Architecture ### Data Lakehouse #### Iceberg Integration - - **(2021)** [**debezium.io: Using Debezium to Create a Data Lake with Apache Iceberg**](https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache-iceberg) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explains how to feed streaming transaction logs directly into Apache Iceberg storage using Debezium CDC and Kafka Connect. Outlines strategies for supporting dynamic schema evolution and ensuring transactional ACID-level safety on cheap cloud object stores. + - [debezium.io: Using Debezium to Create a Data Lake with Apache Iceberg](https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache-iceberg) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Explains how to feed streaming transaction logs directly into Apache Iceberg storage using Debezium CDC and Kafka Connect. Outlines strategies for supporting dynamic schema evolution and ensuring transactional ACID-level safety on cheap cloud object stores. ### Data Mesh #### Cloud-Native Platforms - - **(2021)** [mrpaulandrew.com: BUILDING A DATA MESH ARCHITECTURE IN AZURE – PART 2](https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-part-2) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A platform implementation guide focusing on assembling a production-ready Data Mesh within Microsoft Azure. Explores multi-workspace configurations utilizing Azure Synapse, Azure Purview, and Data Factory within enterprise environments. + - [mrpaulandrew.com: BUILDING A DATA MESH ARCHITECTURE IN AZURE – PART 2](https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-part-2) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A platform implementation guide focusing on assembling a production-ready Data Mesh within Microsoft Azure. Explores multi-workspace configurations utilizing Azure Synapse, Azure Purview, and Data Factory within enterprise environments. #### Domain-Driven Design (1) - - **(2021)** [towardsdatascience.com: Data Domains and Data Products](https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Focuses on building discrete, discoverable, and governed domain-centric data products. Reviews core responsibilities for product engineering teams and logical boundaries required to achieve seamless interoperability within a Data Mesh. + - [towardsdatascience.com: Data Domains and Data Products](https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e) [COMMUNITY-TOOL] β€” Focuses on building discrete, discoverable, and governed domain-centric data products. Reviews core responsibilities for product engineering teams and logical boundaries required to achieve seamless interoperability within a Data Mesh. #### Foundational Principles - - **(2020)** [==martinfowler.com: Data Mesh Principles and Logical Architecture==](https://martinfowler.com/articles/data-mesh-principles.html) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The seminal architectural blueprint by Zhamak Dehghani introducing Data Mesh principles. Focuses on the core four pillars: domain-driven decentralized data ownership, data-as-a-product, self-serve data infrastructure platforms, and federated computational governance. + - [martinfowler.com: Data Mesh Principles and Logical Architecture](https://martinfowler.com/articles/data-mesh-principles.html) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The seminal architectural blueprint by Zhamak Dehghani introducing Data Mesh principles. Focuses on the core four pillars: domain-driven decentralized data ownership, data-as-a-product, self-serve data infrastructure platforms, and federated computational governance. #### Migration Strategies - - **(2019)** [==martinfowler.com: How to Move Beyond a Monolithic Data Lake to a Distributed Data Mesh==](https://martinfowler.com/articles/data-monolith-to-mesh.html) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The pioneering analysis introducing the Data Mesh framework. Outlines failure modes of traditional centralized databases and enterprise data lakes, presenting a distributed, domain-driven data topology as a scalable alternative. + - [martinfowler.com: How to Move Beyond a Monolithic Data Lake to a Distributed' Data Mesh](https://martinfowler.com/articles/data-monolith-to-mesh.html) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The pioneering analysis introducing the Data Mesh framework. Outlines failure modes of traditional centralized databases and enterprise data lakes, presenting a distributed, domain-driven data topology as a scalable alternative. #### Strategic Overview - - **(2020)** [infoq.com: Data Mesh Principles and Logical Architecture Defined](https://www.infoq.com/news/2020/12/data-mesh-architecture) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An executive summary analyzing Zhamak Dehghani's foundational Data Mesh concepts. Contemplates the operational and architectural pivot from centralized monolithic data pools to distributed, domain-centric, and governed team landscapes. + - [infoq.com: Data Mesh Principles and Logical Architecture Defined](https://www.infoq.com/news/2020/12/data-mesh-architecture) [COMMUNITY-TOOL] β€” An executive summary analyzing Zhamak Dehghani's foundational Data Mesh concepts. Contemplates the operational and architectural pivot from centralized monolithic data pools to distributed, domain-centric, and governed team landscapes. ### Data Science Platform #### Real-Time Machine Learning - - **(2018)** [confluent.io: How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka](https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Reviews the architecture designs required for deploying, evaluating, and monitoring analytical machine learning models against fast event-streams. Utilizes Apache Kafka as the backbone for scalable ingestion. + - [confluent.io: How to Build and Deploy Scalable Machine Learning in Production' with Apache Kafka](https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Reviews the architecture designs required for deploying, evaluating, and monitoring analytical machine learning models against fast event-streams. Utilizes Apache Kafka as the backbone for scalable ingestion. ### Event Streaming (3) #### Architectural Patterns - - **(2021)** [davidxiang.com: Kafka As A Database? Yes Or No](https://davidxiang.com/2021/01/10/kafka-as-a-database) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Evaluates the controversial 'Kafka as a database' design model. Analyzes the trade-offs of using Kafka for data persistence, explaining limits on random queries and index lookups relative to typical relational/NoSQL setups. + - [davidxiang.com: Kafka As A Database? Yes Or No](https://davidxiang.com/2021/01/10/kafka-as-a-database) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Evaluates the controversial 'Kafka as a database' design model. Analyzes the trade-offs of using Kafka for data persistence, explaining limits on random queries and index lookups relative to typical relational/NoSQL setups. #### Audio Curation - - **(2020)** [**softwareengineeringdaily.com: Kafka Applications with Tim Berglund (podcast) 🌟**](https://softwareengineeringdaily.com/2020/12/16/kafka-applications-with-tim-berglund-repeat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A podcast conversation detailing real-world patterns for building highly decoupled event-driven systems. Explores streaming architecture choices, data evolution, and microservice communication patterns with Tim Berglund. + - [softwareengineeringdaily.com: Kafka Applications with Tim Berglund (podcast)' 🌟](https://softwareengineeringdaily.com/2020/12/16/kafka-applications-with-tim-berglund-repeat) [ENTERPRISE-STABLE] β€” A podcast conversation detailing real-world patterns for building highly decoupled event-driven systems. Explores streaming architecture choices, data evolution, and microservice communication patterns with Tim Berglund. #### Cluster Management - - **(2026)** [==AKHQ (previously known as KafkaHQ) 🌟==](https://github.com/tchiotludo/akhq) ⭐ 3808 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A powerful, feature-rich web console for administering Kafka cluster resources. Supports direct topic data browsing, consumer group rebalancing monitoring, schema registry integrations, and multi-tenant ACL audits. - - **(2021)** [confluent.io: Simplifying Apache Kafka Multi-Cluster Management Using Control Center and Cluster Registry](https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains methods for operating federated or geographically-dispersed Kafka clusters. Details patterns for maintaining centralized visibility and configuring multi-cluster pipelines using Confluent Control Center. + - [AKHQ (previously known as KafkaHQ) 🌟](https://github.com/tchiotludo/akhq) ⭐ 3808 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A powerful, feature-rich web console for administering Kafka cluster resources. Supports direct topic data browsing, consumer group rebalancing monitoring, schema registry integrations, and multi-tenant ACL audits. + - [confluent.io: Simplifying Apache Kafka Multi-Cluster Management Using Control' Center and Cluster Registry](https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains methods for operating federated or geographically-dispersed Kafka clusters. Details patterns for maintaining centralized visibility and configuring multi-cluster pipelines using Confluent Control Center. #### Consumer Coordination - **(2021)** [blog.cloudera.com: Scalability of Kafka Messaging using Consumer Groups](https://www.cloudera.com/blog.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyzes the scaling behaviors of consumer groups in Apache Kafka. Outlines dynamic partition rebalancing algorithms, protocol designs, and strategies to minimize processing lag in active networks. #### Data Pipelines - - **(2019)** [**Single Message Transformations - The Swiss Army Knife of Kafka Connect**](https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka-connect) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An deep-dive breakdown of Single Message Transformations (SMTs) within Kafka Connect. Shows how to filter, modify, anonymize, and restructure record payloads on-the-fly without requiring customized stream computing logic. + - [Single Message Transformations - The Swiss Army Knife of Kafka Connect](https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka-connect) [ENTERPRISE-STABLE] β€” An deep-dive breakdown of Single Message Transformations (SMTs) within Kafka Connect. Shows how to filter, modify, anonymize, and restructure record payloads on-the-fly without requiring customized stream computing logic. #### Development Tutorials - **(2021)** [==kafka-tutorials.confluent.io 🌟==](https://developer.confluent.io/tutorials) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” The premier tutorial index hosted by Confluent. Provides a rich set of runnable recipes demonstrating microservice streaming actions, temporal joins, window operations, and message transformations using ksqlDB and Kafka Streams. @@ -266,99 +267,99 @@ - **(2021)** [**Confluent.io: Intro to Apache Kafka: How Kafka Works 🌟**](https://developer.confluent.io/what-is-apache-kafka) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A foundational, highly descriptive reference for Kafka basics. Explains structural layouts of partitions, records, offsets, log retention, and replication, ensuring developers master core broker fundamentals. #### IoT Telemetry Integration - - **(2021)** [**kai-waehner.de: Apache Kafka and MQTT (Part 1 of 5) – Overview and Comparison**](https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog-series-part-1-of-5-overview-comparison) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A systematic deep dive comparing MQTT brokers to Kafka. Reviews how to build end-to-end telemetry systems, deploying MQTT at the edge for lightweight transport and Kafka at the core for analytical streaming. + - [kai-waehner.de: Apache Kafka and MQTT (Part 1 of 5) – Overview and Comparison](https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog-series-part-1-of-5-overview-comparison) [ENTERPRISE-STABLE] β€” A systematic deep dive comparing MQTT brokers to Kafka. Reviews how to build end-to-end telemetry systems, deploying MQTT at the edge for lightweight transport and Kafka at the core for analytical streaming. #### Message Brokers (1) - - **(2026)** [==Apache Kafka==](https://kafka.apache.org) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main portal for Apache Kafka, the industry de facto standard distributed event streaming engine. It outlines critical capabilities including partition clustering, transactional controls, offset management, and high-performance ingestion designs. + - [Apache Kafka](https://kafka.apache.org) [DOCUMENTATION] [DE FACTO STANDARD] β€” The main portal for Apache Kafka, the industry de facto standard distributed event streaming engine. It outlines critical capabilities including partition clustering, transactional controls, offset management, and high-performance ingestion designs. #### Metadata Management KRaft - **(2021)** [devclass.com: Apache Kafka 2.8.0 previews life without ZooKeeper](https://www.devclass.com/databases/2021/04/20/apache-kafka-280-previews-life-without-zookeeper/1627009) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyzes the operational and administrative benefits of ZooKeeper removal. Reviews how KRaft architecture improves cluster limits, simplifies administrator overhead, and accelerates recovery speeds during node failures. #### Resource Indexes - - **(2026)** [**Awesome Streaming**](https://github.com/manuzhang/awesome-streaming) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly curated meta-resource listing frameworks, engine architectures, academic publications, and database connectors within the streaming data ecosystem. Covers key analytical and event-driven technologies. - - **(2026)** [Awesome Kafka](https://github.com/monksy/awesome-kafka/blob/master/tools.md) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A rich community collection of operational utilities, libraries, and GUI packages optimized for developers and administrators deploying and scaling Apache Kafka systems. + - [Awesome Streaming](https://github.com/manuzhang/awesome-streaming) [ENTERPRISE-STABLE] β€” A highly curated meta-resource listing frameworks, engine architectures, academic publications, and database connectors within the streaming data ecosystem. Covers key analytical and event-driven technologies. + - [Awesome Kafka](https://github.com/monksy/awesome-kafka/blob/master/tools.md) [COMMUNITY-TOOL] β€” A rich community collection of operational utilities, libraries, and GUI packages optimized for developers and administrators deploying and scaling Apache Kafka systems. #### Video Tutorials - - **(2020)** [**youtube playlist: Kafka Connect Tutorials | Kafka Connect 101: REST API 🌟**](https://www.youtube.com/watch?v=9wu-j9gIlBY&list=PLa7VYi0yPIH1MB2n2w8pMZguffCDu2L4Y&index=8&ab_channel=Confluent) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An educational video series illustrating the programmatic administration of Kafka Connect connectors. Details the layout of the Connect REST API for creating, validating, scaling, and debugging stateful data integrations. + - [youtube playlist: Kafka Connect Tutorials | Kafka Connect 101: REST API' 🌟](https://www.youtube.com/watch?v=9wu-j9gIlBY&list=PLa7VYi0yPIH1MB2n2w8pMZguffCDu2L4Y&index=8&ab_channel=Confluent) [ENTERPRISE-STABLE] β€” An educational video series illustrating the programmatic administration of Kafka Connect connectors. Details the layout of the Connect REST API for creating, validating, scaling, and debugging stateful data integrations. ### Event-Driven Data #### Change Data Capture CDC (1) - - **(2021)** [**shopify.engineering: Capturing Every Change From Shopify’s Sharded Monolith**](https://shopify.engineering/capturing-every-change-shopify-sharded-monolith) [ADVANCED LEVEL] [CASE STUDY] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” This architectural case study highlights Shopify's high-throughput solution for real-time mutation extraction from sharded MySQL clusters. By combining Debezium with customized Apache Kafka configurations, the system secures sub-second delivery while safely preserving transaction-order invariants at massive scale. - - **(2020)** [**vladmihalcea.com: A beginner’s guide to CDC (Change Data Capture)**](https://vladmihalcea.com/a-beginners-guide-to-cdc-change-data-capture) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive structural overview of Change Data Capture (CDC) design patterns. It details transaction log parsing, dual-writes mitigation, and the key architectural differences between query-based and log-based CDC solutions. This acts as an essential primer for development groups transitioning from monolith DB schemas to real-time event streaming systems. - - **(2020)** [developers.redhat.com: Capture database changes with Debezium Apache Kafka connectors](https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A hands-on manual detailing the implementation of Debezium to safely convert relational database modifications into real-time Kafka event feeds. Outlines event formatting, partition strategy, and recovery procedures. - - **(2020)** [Build a simple cloud-native change data capture pipeline](https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Illustrates how to engineer a low-latency, cloud-native CDC pipeline utilizing Debezium connectors alongside open database architectures. Explores data serialization optimizations and horizontal scale metrics. + - [developers.redhat.com: Capture database changes with Debezium Apache Kafka' connectors](https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors) [COMMUNITY-TOOL] β€” A hands-on manual detailing the implementation of Debezium to safely convert relational database modifications into real-time Kafka event feeds. Outlines event formatting, partition strategy, and recovery procedures. + - [vladmihalcea.com: A beginner’s guide to CDC (Change Data Capture)](https://vladmihalcea.com/a-beginners-guide-to-cdc-change-data-capture) [ENTERPRISE-STABLE] β€” A comprehensive structural overview of Change Data Capture (CDC) design patterns. It details transaction log parsing, dual-writes mitigation, and the key architectural differences between query-based and log-based CDC solutions. This acts as an essential primer for development groups transitioning from monolith DB schemas to real-time event streaming systems. + - [shopify.engineering: Capturing Every Change From Shopify’s Sharded Monolith](https://shopify.engineering/capturing-every-change-shopify-sharded-monolith) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [ENTERPRISE-STABLE] β€” This architectural case study highlights Shopify's high-throughput solution for real-time mutation extraction from sharded MySQL clusters. By combining Debezium with customized Apache Kafka configurations, the system secures sub-second delivery while safely preserving transaction-order invariants at massive scale. + - [Build a simple cloud-native change data capture pipeline](https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline) [COMMUNITY-TOOL] β€” Illustrates how to engineer a low-latency, cloud-native CDC pipeline utilizing Debezium connectors alongside open database architectures. Explores data serialization optimizations and horizontal scale metrics. #### Compliance Systems - - **(2018)** [infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and Maxwell's Daemon](https://www.infoq.com/articles/database-audit-system-kafka) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Examines a robust architectural design for database auditing. Uses Maxwell's Daemon to ingest database binlogs, routing changes through Kafka into MongoDB to form a tamper-resistant historical record. + - [infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and' Maxwell's Daemon](https://www.infoq.com/articles/database-audit-system-kafka) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Examines a robust architectural design for database auditing. Uses Maxwell's Daemon to ingest database binlogs, routing changes through Kafka into MongoDB to form a tamper-resistant historical record. #### Data Federation - - **(2020)** [Event streaming and data federation: A citizen integrator’s story](https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story) 🌟🌟 [LEGACY] β€” Examines low-code patterns for connecting real-time streaming architectures with legacy enterprise databases. Explains how federation tools bridge information gaps between non-technical users and distributed message networks. + - [Event streaming and data federation: A citizen integrator’s story](https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story) [LEGACY] β€” Examines low-code patterns for connecting real-time streaming architectures with legacy enterprise databases. Explains how federation tools bridge information gaps between non-technical users and distributed message networks. #### Debezium Connectors - - **(2021)** [developers.redhat.com: Db2 and Oracle connectors coming to Debezium 1.4 GA](https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-to-debezium-1-4-ga) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A technical release breakdown detailing the production-grade integration of IBM Db2 and Oracle connectors within the Debezium 1.4 ecosystem. It reviews performance benchmarks, log-mining mechanisms, and setup procedures critical for cloud-native enterprise migrations. + - [developers.redhat.com: Db2 and Oracle connectors coming to Debezium 1.4' GA](https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-to-debezium-1-4-ga) [COMMUNITY-TOOL] β€” A technical release breakdown detailing the production-grade integration of IBM Db2 and Oracle connectors within the Debezium 1.4 ecosystem. It reviews performance benchmarks, log-mining mechanisms, and setup procedures critical for cloud-native enterprise migrations. ### Schema Governance #### Event-Driven Governance - - **(2021)** [developers.redhat.com: Event-driven APIs and schema governance for Apache Kafka: Get ready for Kafka Summit Europe 2021](https://developers.redhat.com/blog/2021/05/04/event-driven-apis-and-schema-governance-for-apache-kafka-get-ready-for-kafka-summit-europe-2021) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Synthesizes key themes of Kafka Summit Europe 2021, detailing patterns in distributed schema governance, central API catalogs, and microservice integration design protocols. + - [developers.redhat.com: Event-driven APIs and schema governance for Apache' Kafka: Get ready for Kafka Summit Europe 2021](https://developers.redhat.com/blog/2021/05/04/event-driven-apis-and-schema-governance-for-apache-kafka-get-ready-for-kafka-summit-europe-2021) [COMMUNITY-TOOL] β€” Synthesizes key themes of Kafka Summit Europe 2021, detailing patterns in distributed schema governance, central API catalogs, and microservice integration design protocols. #### Microservices Design Patterns - **(2021)** [redhat.com: Using a schema registry to ensure data consistency between microservices](https://www.redhat.com/en/blog/schema-registry) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Analyzes the operational role of schema registries in maintaining system stability. Highlights how decoupled producers and consumers leverage registries for backward and forward schema compatibility, protecting distributed microservices from payload parsing errors. #### Service Registry - - **(2026)** [****Apicurio** Registry**](https://github.com/apicurio/apicurio-registry) ⭐ 806 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Apicurio Registry is a high-performance, open-source centralized schema registry. It enables teams to maintain and store OpenAPI, AsyncAPI, Avro, Protobuf, and JSON schemas, supporting real-time validation layers in high-throughput microservice pipelines. - - **(2019)** [Red Hat Integration service registry](https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integration-service-registry) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory architecture guide describing the capabilities of the Red Hat Integration Service Registry. Reviews standard patterns for managing API schemas (Avro, JSON Schema, Protobuf) to guarantee strong message-contract enforcement in decoupled broker networks. + - [Red Hat Integration service registry](https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integration-service-registry) [COMMUNITY-TOOL] β€” An introductory architecture guide describing the capabilities of the Red Hat Integration Service Registry. Reviews standard patterns for managing API schemas (Avro, JSON Schema, Protobuf) to guarantee strong message-contract enforcement in decoupled broker networks. + - [**Apicurio** Registry](https://github.com/apicurio/apicurio-registry) ⭐ 806 [ENTERPRISE-STABLE] β€” Apicurio Registry is a high-performance, open-source centralized schema registry. It enables teams to maintain and store OpenAPI, AsyncAPI, Avro, Protobuf, and JSON schemas, supporting real-time validation layers in high-throughput microservice pipelines. ### Stream Processing #### Evolutionary Topologies - - **(2020)** [thenewstack.io: Part 1: The Evolution of Data Pipeline Architecture](https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Traces the structural progress of big data analytics pipelines. Focuses on the architectural evolution from high-latency batch map-reduce jobs to real-time Kappa and Lambda messaging topologies. + - [thenewstack.io: Part 1: The Evolution of Data Pipeline Architecture](https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture) [COMMUNITY-TOOL] β€” Traces the structural progress of big data analytics pipelines. Focuses on the architectural evolution from high-latency batch map-reduce jobs to real-time Kappa and Lambda messaging topologies. #### Managed Pipelines - **(2021)** [cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template](https://cloud.google.com/blog/products/data-analytics/create-templates-from-any-dataflow-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A technical look at creating and managing GCP Dataflow templates. Details packaging patterns that permit modular, parameter-driven run execution of streaming data pipelines across multi-tenant infrastructures. #### Microservices Frameworks - - **(2020)** [Build a data streaming pipeline using Kafka Streams and Quarkus](https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demonstrates the construction of microsecond-responsive streams using the Kafka Streams API paired with Quarkus. Explores native execution compilation patterns to reduce JVM memory overhead and launch latency. + - [Build a data streaming pipeline using Kafka Streams and Quarkus](https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus) [COMMUNITY-TOOL] β€” Demonstrates the construction of microsecond-responsive streams using the Kafka Streams API paired with Quarkus. Explores native execution compilation patterns to reduce JVM memory overhead and launch latency. ## Data Engineering ### Change Data Capture CDC (2) -#### Cloud Managed Services (2) +#### Cloud Managed Services (1) - - **(2020)** [**debezium.io: Lessons Learned from Running Debezium with PostgreSQL on Amazon RDS**](https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgresql-on-rds) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” A highly valuable technical case study sharing performance profiles, optimization constraints, and gotchas when operating Debezium alongside Amazon RDS PostgreSQL. It details replication slot configurations, WAL storage management, and handling heavy transaction volumes under AWS limitations. + - [debezium.io: Lessons Learned from Running Debezium with PostgreSQL on Amazon' RDS](https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgresql-on-rds) [ADVANCED LEVEL] [CASE STUDY] [ENTERPRISE-STABLE] β€” A highly valuable technical case study sharing performance profiles, optimization constraints, and gotchas when operating Debezium alongside Amazon RDS PostgreSQL. It details replication slot configurations, WAL storage management, and handling heavy transaction volumes under AWS limitations. #### PostgreSQL - **(2021)** [**info.crunchydata.com: PostgreSQL Change Data Capture With Debezium**](https://www.crunchydata.com/blog/postgresql-change-data-capture-with-debezium) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A comprehensive operational manual focused on establishing Debezium CDC connectors specifically for enterprise-grade PostgreSQL deployments. It details WAL level adjustments, logical replication slot configuration, and the extraction of mutation events for consumer engines. #### Real-Time Data Streaming - - **(2026)** [==**Debezium**:==](https://debezium.io) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The industry-leading, open-source distributed platform for Change Data Capture (CDC). Built on top of Apache Kafka, it taps database transaction logs in real-time, streaming row-level mutations downstream without querying databases. Essential for low-latency event-driven microservices. + - [**Debezium**:](https://debezium.io) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The industry-leading, open-source distributed platform for Change Data Capture (CDC). Built on top of Apache Kafka, it taps database transaction logs in real-time, streaming row-level mutations downstream without querying databases. Essential for low-latency event-driven microservices. #### Stream Processing (1) - - **(2021)** [**noti.st: Change Data Capture with Flink SQL and Debezium 🌟**](https://noti.st/morsapaes/liQzgs/change-data-capture-with-flink-sql-and-debezium) [ADVANCED LEVEL] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” A visual presentation sharing architectural strategies to integrate Debezium with Apache Flink SQL for high-speed continuous stream processing. Explains patterns for building real-time materialized views, continuous aggregations, and live analytics directly from database mutation logs. + - [noti.st: Change Data Capture with Flink SQL and Debezium 🌟](https://noti.st/morsapaes/liQzgs/change-data-capture-with-flink-sql-and-debezium) [ADVANCED LEVEL] [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” A visual presentation sharing architectural strategies to integrate Debezium with Apache Flink SQL for high-speed continuous stream processing. Explains patterns for building real-time materialized views, continuous aggregations, and live analytics directly from database mutation logs. ### Data Culture #### Real-Time Data Streaming (1) - - **(2021)** [linkedin.com: How to Move From a β€œWait for it...” Batch-Processing Culture to a β€œGet It Now” Real-Time Data Culture](https://www.linkedin.com/pulse/how-move-from-wait-batch-processing-culture-get-now-tomsen-bukovec) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Discusses the cultural and systemic paradigm shift required for enterprises moving from batch scheduling to real-time event-driven insights. It touches on organizational friction, architectural changes, and immediate business advantages. It serves as a non-technical strategic guide for data transformation. + - [linkedin.com: How to Move From a β€œWait for it...” Batch-Processing Culture' to a β€œGet It Now” Real-Time Data Culture](https://www.linkedin.com/pulse/how-move-from-wait-batch-processing-culture-get-now-tomsen-bukovec) [COMMUNITY-TOOL] [GUIDE] β€” Discusses the cultural and systemic paradigm shift required for enterprises moving from batch scheduling to real-time event-driven insights. It touches on organizational friction, architectural changes, and immediate business advantages. It serves as a non-technical strategic guide for data transformation. ### Data Pipelines (1) #### Cloud Native Architectures - - **(2020)** [towardsdatascience.com: Architecture for High-Throughput Low-Latency Big Data Pipeline on Cloud 🌟](https://towardsdatascience.com/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud-4d59efc092b5) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Evaluates design principles for high-throughput, low-latency cloud-native big data architectures. The guide details how to integrate ingestion layers with stream processing engines and distributed analytical databases. It presents structured architectural templates for unified analytical and machine learning workloads. + - [towardsdatascience.com: Architecture for High-Throughput Low-Latency Big' Data Pipeline on Cloud 🌟](https://towardsdatascience.com/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud-4d59efc092b5) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Evaluates design principles for high-throughput, low-latency cloud-native big data architectures. The guide details how to integrate ingestion layers with stream processing engines and distributed analytical databases. It presents structured architectural templates for unified analytical and machine learning workloads. ### Data on Kubernetes #### Orchestration (1) - - **(2021)** [thenewstack.io: The Path to Getting the Full Data Stack on Kubernetes](https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟 [EMERGING] [GUIDE] β€” Explores the evolutionary path of running complex, stateful database and data streaming systems natively on Kubernetes. It addresses the maturity of operators, storage classes, and orchestrators that facilitate the deployment of the complete data pipeline. The article details challenges regarding resource management and high availability. + - [thenewstack.io: The Path to Getting the Full Data Stack on Kubernetes](https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes) [ADVANCED LEVEL] [EMERGING] [GUIDE] β€” Explores the evolutionary path of running complex, stateful database and data streaming systems natively on Kubernetes. It addresses the maturity of operators, storage classes, and orchestrators that facilitate the deployment of the complete data pipeline. The article details challenges regarding resource management and high availability. ### Real-Time Data Streaming (2) #### Data Stack - - **(2022)** [thenewstack.io: Streaming Data and the Modern Real-Time Data Stack](https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Discusses the components constituting the modern real-time data stack, emphasizing continuous streaming over traditional batch ETL. It explores the roles of message logs, stream processors, and real-time OLAP databases. This provides a blueprint for engineering low-latency analytics systems. + - [thenewstack.io: Streaming Data and the Modern Real-Time Data Stack](https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack) [COMMUNITY-TOOL] [GUIDE] β€” Discusses the components constituting the modern real-time data stack, emphasizing continuous streaming over traditional batch ETL. It explores the roles of message logs, stream processors, and real-time OLAP databases. This provides a blueprint for engineering low-latency analytics systems. #### Foundations (2) - - **(2022)** [thenewstack.io: How to Get Started with Data Streaming](https://thenewstack.io/how-to-get-started-with-data-streaming) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A beginner-to-intermediate guide outlining initial workflows for setting up real-time stream ingestion and processing pipelines. It reviews primary tooling such as Apache Kafka and Apache Flink. It offers guidance on mapping traditional batch datasets into real-time pipelines. + - [thenewstack.io: How to Get Started with Data Streaming](https://thenewstack.io/how-to-get-started-with-data-streaming) [COMMUNITY-TOOL] [GUIDE] β€” A beginner-to-intermediate guide outlining initial workflows for setting up real-time stream ingestion and processing pipelines. It reviews primary tooling such as Apache Kafka and Apache Flink. It offers guidance on mapping traditional batch datasets into real-time pipelines. ## Data Infrastructure ### Data Architecture (1) @@ -374,34 +375,34 @@ ##### Enterprise Distribution - - **(2026)** [==confluent.io==](https://www.confluent.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The enterprise cloud-native streaming data platform built on top of Apache Kafka. Confluent provides fully managed SaaS offerings, enterprise schema management, cloud-to-local replication, and declarative connectors for data warehouses. + - [confluent.io](https://www.confluent.io) [DE FACTO STANDARD] β€” The enterprise cloud-native streaming data platform built on top of Apache Kafka. Confluent provides fully managed SaaS offerings, enterprise schema management, cloud-to-local replication, and declarative connectors for data warehouses. ##### Integrations (1) - - **(2021)** [strimzi.io: Using HTTP Bridge as a Kubernetes sidecar](https://strimzi.io/blog/2021/08/18/using-http-bridge-as-a-kubernetes-sidecar) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An exploration of deploy-time design patterns using the Strimzi HTTP Bridge as a Kubernetes sidecar container. This integration simplifies microservices communications by providing standard HTTP REST endpoints to interact with underlying Kafka event-driven pipelines. + - [strimzi.io: Using HTTP Bridge as a Kubernetes sidecar](https://strimzi.io/blog/2021/08/18/using-http-bridge-as-a-kubernetes-sidecar) [COMMUNITY-TOOL] β€” An exploration of deploy-time design patterns using the Strimzi HTTP Bridge as a Kubernetes sidecar container. This integration simplifies microservices communications by providing standard HTTP REST endpoints to interact with underlying Kafka event-driven pipelines. ##### Management Tools - - **(2026)** [==conduktor.io 🌟==](https://www.conduktor.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An enterprise-grade desktop and cloud management platform for Apache Kafka that simplifies queue monitoring, schema registry auditing, and multi-cluster testing. It features advanced user security, performance monitoring, and message generation tools. + - [conduktor.io 🌟](https://www.conduktor.io) [DE FACTO STANDARD] β€” An enterprise-grade desktop and cloud management platform for Apache Kafka that simplifies queue monitoring, schema registry auditing, and multi-cluster testing. It features advanced user security, performance monitoring, and message generation tools. ##### Monitoring - - **(2021)** [strimzi/strimzi-canary](https://github.com/strimzi/strimzi-canary) ⭐ 42 🌟🌟🌟 [COMMUNITY-TOOL] β€” A deployment-ready diagnostic tool that acts as a canary monitor within Kafka clusters. It helps ops teams measure round-trip message latency, validation success, and consumer group responsiveness under realistic workloads. - - **(2020)** [confluent.io: Monitoring Your Event Streams: Integrating Confluent with Prometheus and Grafana](https://www.confluent.io/blog/monitor-kafka-clusters-with-prometheus-grafana-and-confluent) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A guide showing how to set up robust monitoring patterns for Apache Kafka cluster metrics using Prometheus and Grafana. Details exact exporter configurations and provides ready-to-use visualizations of critical performance telemetry. + - [strimzi/strimzi-canary](https://github.com/strimzi/strimzi-canary) ⭐ 42 [COMMUNITY-TOOL] β€” A deployment-ready diagnostic tool that acts as a canary monitor within Kafka clusters. It helps ops teams measure round-trip message latency, validation success, and consumer group responsiveness under realistic workloads. + - [confluent.io: Monitoring Your Event Streams: Integrating Confluent with' Prometheus and Grafana](https://www.confluent.io/blog/monitor-kafka-clusters-with-prometheus-grafana-and-confluent) [COMMUNITY-TOOL] β€” A guide showing how to set up robust monitoring patterns for Apache Kafka cluster metrics using Prometheus and Grafana. Details exact exporter configurations and provides ready-to-use visualizations of critical performance telemetry. ##### Operators - **(2024)** [**Banzai Kafka Operator**](https://github.com/banzaicloud/koperator) ⭐ 792 [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The Banzai Cloud Koperator simplifies Apache Kafka operations on top of Kubernetes clusters. It implements granular auto-scaling, Cruise Control-assisted broker load rebalancing, and self-healing systems directly within the cluster scheduler. ##### Security (1) - - **(2020)** [**strimzi.io: Using Open Policy Agent with Strimzi and Apache Kafka**](https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apache-kafka) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A detailed security-focused guide illustrating the integration of Open Policy Agent (OPA) with Strimzi and Apache Kafka. Explains how to enforce centralized, declarative, and fine-grained access control policies across streaming clusters. + - [strimzi.io: Using Open Policy Agent with Strimzi and Apache Kafka](https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apache-kafka) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A detailed security-focused guide illustrating the integration of Open Policy Agent (OPA) with Strimzi and Apache Kafka. Explains how to enforce centralized, declarative, and fine-grained access control policies across streaming clusters. ##### Strimzi Operators - - **(2022)** [strimzi/kafka-kubernetes-config-provider: Kubernetes Configuration Provider for Apache Kafka](https://github.com/strimzi/kafka-kubernetes-config-provider) ⭐ 30 🌟🌟🌟 [COMMUNITY-TOOL] β€” A specialized Kubernetes configuration provider for Apache Kafka that enables Kafka applications to read configuration data dynamically from Kubernetes Secrets and ConfigMaps. It simplifies the secure mounting of TLS certificates and broker credentials directly in client workloads. - - **(2020)** [blog.jromanmartin.io: How to upgrade Strimzi Operator using the CLI](https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides a practical, command-line step-by-step procedure to upgrade Strimzi Operator versions on live Kubernetes/OpenShift clusters while avoiding message pipeline downtime. - - **(2021)** [strimzi.io: Using Kubernetes Configuration Provider to load data from Secrets and Config Maps](https://strimzi.io/blog/2021/07/22/using-kubernetes-config-provider-to-load-data-from-secrets-and-config-maps) 🌟🌟 [COMMUNITY-TOOL] β€” This blog post details the implementation of the Strimzi Kubernetes Config Provider. It demonstrates how to decouple configurations from code by directly mapping Kafka properties to Kubernetes-managed infrastructure configurations. + - [strimzi/kafka-kubernetes-config-provider: Kubernetes Configuration Provider' for Apache Kafka](https://github.com/strimzi/kafka-kubernetes-config-provider) ⭐ 30 [COMMUNITY-TOOL] β€” A specialized Kubernetes configuration provider for Apache Kafka that enables Kafka applications to read configuration data dynamically from Kubernetes Secrets and ConfigMaps. It simplifies the secure mounting of TLS certificates and broker credentials directly in client workloads. + - [strimzi.io: Using Kubernetes Configuration Provider to load data from Secrets' and Config Maps](https://strimzi.io/blog/2021/07/22/using-kubernetes-config-provider-to-load-data-from-secrets-and-config-maps) [COMMUNITY-TOOL] β€” This blog post details the implementation of the Strimzi Kubernetes Config Provider. It demonstrates how to decouple configurations from code by directly mapping Kafka properties to Kubernetes-managed infrastructure configurations. + - [blog.jromanmartin.io: How to upgrade Strimzi Operator using the CLI](https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html) [COMMUNITY-TOOL] β€” Provides a practical, command-line step-by-step procedure to upgrade Strimzi Operator versions on live Kubernetes/OpenShift clusters while avoiding message pipeline downtime. #### Architectural Patterns (1) ##### Comparisons - - **(2021)** [softkraft.co: WS Kinesis vs Kafka comparison: Which is right for you? 🌟](https://www.softkraft.co/aws-kinesis-vs-kafka-comparison) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An objective comparative analysis contrasting Amazon Kinesis and Apache Kafka across parameters like performance, architecture, pricing, and infrastructure overhead. Helps architects select the ideal event engine for specific scaling targets. - - **(2020)** [Pulsar vs Kafka – Comparison and Myths Explored](https://www.kai-waehner.de/blog/2020/06/09/apache-kafka-versus-apache-pulsar-event-streaming-comparison-features-myths-explored) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A detailed technical breakdown comparing Apache Kafka and Apache Pulsar. Evaluates performance benchmarks, architecture complexities, replication topologies, and real-world deployment challenges. + - [softkraft.co: WS Kinesis vs Kafka comparison: Which is right for you? 🌟](https://www.softkraft.co/aws-kinesis-vs-kafka-comparison) [COMMUNITY-TOOL] β€” An objective comparative analysis contrasting Amazon Kinesis and Apache Kafka across parameters like performance, architecture, pricing, and infrastructure overhead. Helps architects select the ideal event engine for specific scaling targets. + - [Pulsar vs Kafka – Comparison and Myths Explored](https://www.kai-waehner.de/blog/2020/06/09/apache-kafka-versus-apache-pulsar-event-streaming-comparison-features-myths-explored) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A detailed technical breakdown comparing Apache Kafka and Apache Pulsar. Evaluates performance benchmarks, architecture complexities, replication topologies, and real-world deployment challenges. #### Business Ecosystem ##### Partnerships @@ -416,13 +417,10 @@ ##### Apache Pulsar - - **(2026)** [==Apache Pulsar==](https://pulsar.apache.org) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly scalable cloud-native event streaming model that separates compute (Apache Pulsar brokers) from state/storage (Apache BookKeeper). Ideal for multi-tenant, geographically distributed messaging workloads that require decoupled horizontal scaling. + - [Apache Pulsar](https://pulsar.apache.org) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A highly scalable cloud-native event streaming model that separates compute (Apache Pulsar brokers) from state/storage (Apache BookKeeper). Ideal for multi-tenant, geographically distributed messaging workloads that require decoupled horizontal scaling. ##### Interviews - - **(2021)** [**softwareengineeringdaily.com: Redpanda: Kafka Alternative with Alexander Gallego 🌟**](https://softwareengineeringdaily.com/2021/01/22/redpanda-kafka-alternative-with-alexander-gallego) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An analytical podcast interview featuring Redpanda founder Alexander Gallego. Delves into the C++ implementation details, thread-per-core architectures, and the structural decisions that differentiate Redpanda from JVM-based event processors. -##### Licensing - - - **(2021)** [Redpanda is now Free & Source Available](https://www.redpanda.com/blog/bsl-source-available-license) 🌟🌟🌟 [COMMUNITY-TOOL] β€” The official blog post detailing Redpanda's pivot to the Business Source License (BSL). It provides a high-level corporate and architectural perspective regarding license changes and global open-source resource sustainability. + - [softwareengineeringdaily.com: Redpanda: Kafka Alternative with Alexander' Gallego 🌟](https://softwareengineeringdaily.com/2021/01/22/redpanda-kafka-alternative-with-alexander-gallego) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An analytical podcast interview featuring Redpanda founder Alexander Gallego. Delves into the C++ implementation details, thread-per-core architectures, and the structural decisions that differentiate Redpanda from JVM-based event processors. ##### Redpanda - **(2026)** [==Redpanda 🌟==](https://www.redpanda.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An ultra-fast, C++ based, Seastar engine implementation of Kafka API protocols. Redpanda acts as a direct, lightweight replacement for Apache Kafka that removes heavy JVM tuning and ZooKeeper/KRaft runtimes, significantly lowering hardware footprints. @@ -430,32 +428,32 @@ ##### Components - - **(2019)** [Understanding Red Hat AMQ Streams components for OpenShift and Kubernetes 🌟](https://developers.redhat.com/blog/2019/12/04/understanding-red-hat-amq-streams-components-for-openshift-and-kubernetes-part-1) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Part 1 of an analytical breakdown detailing the components of Red Hat AMQ Streams (built on Strimzi). Explains operators, ZooKeeper configurations, and Kafka broker deployment patterns within enterprise Kubernetes clusters. + - [Understanding Red Hat AMQ Streams components for OpenShift and Kubernetes 🌟](https://developers.redhat.com/blog/2019/12/04/understanding-red-hat-amq-streams-components-for-openshift-and-kubernetes-part-1) [COMMUNITY-TOOL] β€” Part 1 of an analytical breakdown detailing the components of Red Hat AMQ Streams (built on Strimzi). Explains operators, ZooKeeper configurations, and Kafka broker deployment patterns within enterprise Kubernetes clusters. ##### Security (2) - - **(2020)** [Set up **Red Hat AMQ Streams** custom certificates on OpenShift](https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom-certificates-on-openshift-update) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demonstrates replacing auto-generated certificates with custom enterprise CA certs to implement secured TLS and mTLS configurations inside Strimzi-managed AMQ Streams. + - [Set up **Red Hat AMQ Streams** custom certificates on OpenShift](https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom-certificates-on-openshift-update) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Demonstrates replacing auto-generated certificates with custom enterprise CA certs to implement secured TLS and mTLS configurations inside Strimzi-managed AMQ Streams. ##### Slides - - **(2020)** [speakerdeck.com: Apache Kafka with Red Hat AMQ Streams 🌟](https://speakerdeck.com/mabulgu/apache-kafka-with-red-hat-amq-streams) 🌟🌟 [COMMUNITY-TOOL] β€” An informative slide presentation charting Apache Kafka deployments on OpenShift via Red Hat AMQ Streams. Visualizes operator behaviors and declarative infrastructure patterns. + - [speakerdeck.com: Apache Kafka with Red Hat AMQ Streams 🌟](https://speakerdeck.com/mabulgu/apache-kafka-with-red-hat-amq-streams) [COMMUNITY-TOOL] β€” An informative slide presentation charting Apache Kafka deployments on OpenShift via Red Hat AMQ Streams. Visualizes operator behaviors and declarative infrastructure patterns. ### In-Memory Computing #### Distributed Compute ##### Hazelcast - - **(2021)** [devops.com: Hazelcast Simplifies Streaming for Extremely Fast Event Processing in IoT, Edge and Cloud Environments](https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments) 🌟🌟🌟 [COMMUNITY-TOOL] β€” This article highlights Hazelcast's integration of stream processing and in-memory data store capabilities. Focuses on low-latency streaming applications for edge environments, high-throughput IoT networks, and real-time analytical portals. + - [devops.com: Hazelcast Simplifies Streaming for Extremely Fast Event Processing' in IoT, Edge and Cloud Environments](https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments) [COMMUNITY-TOOL] β€” This article highlights Hazelcast's integration of stream processing and in-memory data store capabilities. Focuses on low-latency streaming applications for edge environments, high-throughput IoT networks, and real-time analytical portals. ### IoT Messaging #### Mosquitto ##### OpenShift - - **(2021)** [developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red Hat OpenShift, Part 1](https://developers.redhat.com/blog/2021/04/16/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-1) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A developer-focused walkthrough on deploying Eclipse Mosquitto, an open-source MQTT message broker, onto Red Hat OpenShift. Ideal for scaling lightweight telemetry components adjacent to containerized enterprise layers. + - [developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red' Hat OpenShift, Part 1](https://developers.redhat.com/blog/2021/04/16/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-1) [COMMUNITY-TOOL] β€” A developer-focused walkthrough on deploying Eclipse Mosquitto, an open-source MQTT message broker, onto Red Hat OpenShift. Ideal for scaling lightweight telemetry components adjacent to containerized enterprise layers. #### Protocols ##### MQTT - - **(2026)** [==mqtt.org==](https://mqtt.org) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main specification portal for MQTT, an ISO standard lightweight publish-subscribe network protocol. Widely adopted for edge environments, remote telemetry, and machine-to-machine integrations requiring minimal memory footprint and network load. + - [mqtt.org](https://mqtt.org) [DOCUMENTATION] [DE FACTO STANDARD] β€” The main specification portal for MQTT, an ISO standard lightweight publish-subscribe network protocol. Widely adopted for edge environments, remote telemetry, and machine-to-machine integrations requiring minimal memory footprint and network load. ### Message Brokers (2) #### ActiveMQ @@ -465,24 +463,24 @@ - **(2026)** [==Apache ActiveMQ Artemis broker==](https://artemis.apache.org/components/artemis) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Apache ActiveMQ Artemis provides a non-blocking, multi-protocol, highly performant asynchronous message broker designed for enterprise messaging. It supports advanced queue architectures, JMS/AMQP protocols, and cloud cluster deployments. ##### High Availability (1) - - **(2017)** [developers.redhat.com: JDBC Master-Slave Persistence setup with Activemq using Postgresql database](https://developers.redhat.com/blog/2017/10/05/jdbc-master-slave-persistence-setup-activemq-using-postgresql-database) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Guides system administrators through building a JDBC Master-Slave active/passive high-availability messaging layer in ActiveMQ backed by a PostgreSQL cluster. + - [developers.redhat.com: JDBC Master-Slave Persistence setup with Activemq' using Postgresql database](https://developers.redhat.com/blog/2017/10/05/jdbc-master-slave-persistence-setup-activemq-using-postgresql-database) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Guides system administrators through building a JDBC Master-Slave active/passive high-availability messaging layer in ActiveMQ backed by a PostgreSQL cluster. #### Enterprise Middleware ##### Red Hat AMQ - - **(2026)** [**Red Hat AMQ**](https://www.redhat.com/en/technologies/jboss-middleware/amq) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official product home of Red Hat AMQ, an enterprise-grade messaging suite. Delivers highly-available JMS, AMQP, and MQTT engines along with robust Strimzi Kafka integration for complex enterprise data layers. + - [Red Hat AMQ](https://www.redhat.com/en/technologies/jboss-middleware/amq) [ENTERPRISE-STABLE] β€” Official product home of Red Hat AMQ, an enterprise-grade messaging suite. Delivers highly-available JMS, AMQP, and MQTT engines along with robust Strimzi Kafka integration for complex enterprise data layers. #### Red Hat AMQ (1) ##### OpenShift Routing - - **(2020)** [developers.redhat.com: Connecting external clients to Red Hat AMQ Broker on Red Hat OpenShift](https://developers.redhat.com/blog/2020/08/26/connecting-external-clients-to-red-hat-amq-broker-on-red-hat-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A walkthrough explaining how to securely configure ingress and network protocols to route client applications external to OpenShift directly into containerized AMQ brokers. + - [developers.redhat.com: Connecting external clients to Red Hat AMQ Broker' on Red Hat OpenShift](https://developers.redhat.com/blog/2020/08/26/connecting-external-clients-to-red-hat-amq-broker-on-red-hat-openshift) [COMMUNITY-TOOL] β€” A walkthrough explaining how to securely configure ingress and network protocols to route client applications external to OpenShift directly into containerized AMQ brokers. ### Message Queues #### Alternative Architectures ##### PostgreSQL (1) - - **(2021)** [dagster.io: Postgres: a better message queue than Kafka?](https://dagster.io/blog/skip-kafka-use-postgres-message-queue) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An architectural exploration evaluating the use of PostgreSQL as a highly concurrent transactional queue using `FOR UPDATE SKIP LOCKED`. Suggests a lightweight operational alternative to Apache Kafka for low-to-medium scale applications. + - [dagster.io: Postgres: a better message queue than Kafka?](https://dagster.io/blog/skip-kafka-use-postgres-message-queue) [COMMUNITY-TOOL] β€” An architectural exploration evaluating the use of PostgreSQL as a highly concurrent transactional queue using `FOR UPDATE SKIP LOCKED`. Suggests a lightweight operational alternative to Apache Kafka for low-to-medium scale applications. ### Stream Processing (2) #### Architectural Patterns (2) @@ -494,10 +492,10 @@ ##### Apache Flink - - **(2026)** [==Apache Flink==](https://flink.apache.org) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly performant distributed processing framework designed for stateful stream processing over bounded and unbounded data structures. Features sub-millisecond execution latencies and robust exactly-once transaction guarantees. + - [Apache Flink](https://flink.apache.org) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A highly performant distributed processing framework designed for stateful stream processing over bounded and unbounded data structures. Features sub-millisecond execution latencies and robust exactly-once transaction guarantees. ##### Kubernetes Native (1) - - **(2021)** [**flink.apache.org: How to natively deploy Flink on Kubernetes with High-Availability (HA)**](https://flink.apache.org/2021/02/10/native-k8s-with-ha.html) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Provides architectural guidelines on natively deploying Apache Flink on Kubernetes clusters with robust High Availability (HA) configurations. Covers resource scheduling, Zookeeper integrations, and Kubernetes-native active scaling strategies. + - [flink.apache.org: How to natively deploy Flink on Kubernetes with High-Availability' (HA)](https://flink.apache.org/2021/02/10/native-k8s-with-ha.html) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Provides architectural guidelines on natively deploying Apache Flink on Kubernetes clusters with robust High Availability (HA) configurations. Covers resource scheduling, Zookeeper integrations, and Kubernetes-native active scaling strategies. #### SQL Engines ##### ksqlDB @@ -527,14 +525,14 @@ #### Streaming Databases - - **(2020)** [thenewstack.io: The Rise of the Event Streaming Database 🌟](https://thenewstack.io/the-rise-of-the-event-streaming-database) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An analytical piece exploring the convergence of databases and stream processing systems to create unified event-streaming databases. It addresses how modern architectures require real-time log computation. Grounding tracks its evolution toward modern systems like ksqlDB and Materialize. + - [thenewstack.io: The Rise of the Event Streaming Database 🌟](https://thenewstack.io/the-rise-of-the-event-streaming-database) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An analytical piece exploring the convergence of databases and stream processing systems to create unified event-streaming databases. It addresses how modern architectures require real-time log computation. Grounding tracks its evolution toward modern systems like ksqlDB and Materialize. ## Event-Driven Architecture ### API Management #### Schema Governance (1) - - **(2021)** [**developers.redhat.com: Managing the API life cycle in an event-driven architecture: A practical approach 🌟**](https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event-driven-architecture-practical-approach) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Best practices on governing async APIs and schema definitions inside microservice ecosystems. Live Grounding: Focuses on AsyncAPI specifications, Schema Registry integration, and decoupling publisher/consumer evolution paths to ensure backward compatibility and operational maturity. + - [developers.redhat.com: Managing the API life cycle in an event-driven architecture:' A practical approach 🌟](https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event-driven-architecture-practical-approach) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Best practices on governing async APIs and schema definitions inside microservice ecosystems. Live Grounding: Focuses on AsyncAPI specifications, Schema Registry integration, and decoupling publisher/consumer evolution paths to ensure backward compatibility and operational maturity. ### Apache Kafka (1) #### Architecture Evolution @@ -542,15 +540,15 @@ - **(2021)** [confluent.io: Apache Kafka Made Simple: A First Glimpse of a Kafka Without ZooKeeper](https://www.confluent.io/blog/latest-apache-kafka-release) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Announcement and architectural breakdown of Kafka's transition away from ZooKeeper in favor of KRaft (Kafka Raft metadata mode). Live Grounding: Discusses the architectural simplification, metadata scalability improvements, and decreased operational footprint of removing the external ZooKeeper dependency. #### Fundamentals - - **(2022)** [**freecodecamp.org: The Apache Kafka Handbook – How to Get Started Using Kafka 🌟**](https://www.freecodecamp.org/news/apache-kafka-handbook) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Comprehensive handbook targeting developers getting started with event streams. Live Grounding: Explains underlying storage patterns, consumers, producers, and practical command-line exercises, making it an excellent onboarding guide. - - **(2021)** [gentlydownthe.stream](https://www.gentlydownthe.stream) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: A highly acclaimed visual, interactive introduction to Apache Kafka and stream processing. Live Grounding: Leverages hand-drawn diagrams and narrative storytelling to explain complex streaming concepts such as replication, consumer offsets, and transaction semantics in an exceptionally digestible manner. + - [gentlydownthe.stream](https://www.gentlydownthe.stream) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: A highly acclaimed visual, interactive introduction to Apache Kafka and stream processing. Live Grounding: Leverages hand-drawn diagrams and narrative storytelling to explain complex streaming concepts such as replication, consumer offsets, and transaction semantics in an exceptionally digestible manner. + - [freecodecamp.org: The Apache Kafka Handbook – How to Get Started Using Kafka' 🌟](https://www.freecodecamp.org/news/apache-kafka-handbook) [ENTERPRISE-STABLE] β€” Curator Insight: Comprehensive handbook targeting developers getting started with event streams. Live Grounding: Explains underlying storage patterns, consumers, producers, and practical command-line exercises, making it an excellent onboarding guide. #### Learning Resources - - [==developer.confluent.io 🌟🌟==](https://developer.confluent.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Confluent's central education portal containing exhaustive learning paths for Apache Kafka. Live Grounding: Houses premium-grade technical videos, tutorials, sample applications, and comprehensive courses covering stream processing, Kafka streams, and event-driven architecture patterns. - [==conduktor.io/kafka: Learn Apache Kafka like never before==](https://docs.conduktor.io/learn) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Conduktor's comprehensive learning catalog targeting advanced Kafka operations. Live Grounding: Step-by-step guides covering schema evolution, security architectures (SASL/mTLS), custom interceptors, and stream processing with Kafka Streams and ksqlDB. + - [developer.confluent.io 🌟🌟](https://developer.confluent.io) [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Confluent's central education portal containing exhaustive learning paths for Apache Kafka. Live Grounding: Houses premium-grade technical videos, tutorials, sample applications, and comprehensive courses covering stream processing, Kafka streams, and event-driven architecture patterns. #### Local Development (2) - - **(2024)** [**github.com/lensesio/fast-data-dev (Lenses Box)**](https://github.com/lensesio/fast-data-dev) ⭐ 2079 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Highly popular, all-in-one Docker image comprising Kafka, ZooKeeper, Schema Registry, and REST Proxy. Live Grounding: Excellent for local developer validation and integration pipelines needing a pre-wired, enterprise-ready playground instance. + - [github.com/lensesio/fast-data-dev (Lenses Box)](https://github.com/lensesio/fast-data-dev) ⭐ 2079 [ENTERPRISE-STABLE] β€” Curator Insight: Highly popular, all-in-one Docker image comprising Kafka, ZooKeeper, Schema Registry, and REST Proxy. Live Grounding: Excellent for local developer validation and integration pipelines needing a pre-wired, enterprise-ready playground instance. #### Performance Optimization - **(2021)** [**newrelic.com: Effective Strategies for Kafka Topic Partitioning 🌟**](https://newrelic.com/blog/observability/effective-strategies-kafka-topic-partitioning) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Deep-dive tutorial on optimizing Kafka throughput via smart partitioning schemes. Live Grounding: Analyzes consumer group balancing, message ordering requirements, and custom partitioning algorithms. Provides architectural guidelines for sizing partition counts to balance throughput and rebalance overhead. @@ -559,26 +557,26 @@ - **(2023)** [KLoadGen - Kafka + (Avro/Json Schema) Load Generator 🌟](https://github.com/sngular/kloadgen) ⭐ 218 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Purpose-built CLI and tool to simulate heavy load scenarios utilizing Schemas. Live Grounding: Streamlines load testing of schema-validated topics by generating synthetic Avro or JSON messages at target event rates. #### Tooling and UI (1) - - **(2026)** [==Kafdrop – Kafka Web UI 🌟==](https://github.com/obsidiandynamics/kafdrop) ⭐ 6135 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Highly popular, lightweight web UI for monitoring and managing Apache Kafka. Live Grounding: Renders cluster info, brokers, topics, partition offsets, consumer group lag, and allows active JSON/protobuf message payload inspection. - **(2026)** [==redpanda-data/kowl==](https://github.com/redpanda-data/console) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Excellent web UI (now Redpanda Console) designed for debugging and exploring event streams. Live Grounding: Outstanding user experience presenting topology, schema registry mapping, consumer tracking, and high-performance message search. - - **(2024)** [**github.com/sauljabin/kaskade**](https://github.com/sauljabin/kaskade) ⭐ 1013 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Modern Terminal User Interface (TUI) client for Apache Kafka. Live Grounding: Employs an elegant console layout allowing engineering teams to navigate topics, inspect raw schema properties, and watch streaming events dynamically right from the terminal. - - **(2021)** [**dev.to: Learn how to use Kafkacat – the most versatile Kafka CLI client 🌟**](https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-client-1kb4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Guide to Kafkacat (now rebranded as kcat), the developer's favorite Swiss Army knife CLI. Live Grounding: Walks through real-world piping, consuming from dynamic offsets, producing raw file contents, and query configurations using the command line. - - **(2021)** [towardsdatascience.com: Overview of UI Tools for Monitoring and Management of Apache Kafka Clusters](https://towardsdatascience.com/overview-of-ui-tools-for-monitoring-and-management-of-apache-kafka-clusters-8c383f897e80) [COMMUNITY-TOOL] β€” Curator Insight: Comparative review of leading open-source and commercial administration portals for Kafka. Live Grounding: Compares visual management capabilities, schema registration support, and partition offset visualization across tools like AKHQ, Kafdrop, and Lenses. + - [towardsdatascience.com: Overview of UI Tools for Monitoring and Management' of Apache Kafka Clusters](https://towardsdatascience.com/overview-of-ui-tools-for-monitoring-and-management-of-apache-kafka-clusters-8c383f897e80) [COMMUNITY-TOOL] β€” Curator Insight: Comparative review of leading open-source and commercial administration portals for Kafka. Live Grounding: Compares visual management capabilities, schema registration support, and partition offset visualization across tools like AKHQ, Kafdrop, and Lenses. + - [Kafdrop – Kafka Web UI 🌟](https://github.com/obsidiandynamics/kafdrop) ⭐ 6135 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Curator Insight: Highly popular, lightweight web UI for monitoring and managing Apache Kafka. Live Grounding: Renders cluster info, brokers, topics, partition offsets, consumer group lag, and allows active JSON/protobuf message payload inspection. + - [dev.to: Learn how to use Kafkacat – the most versatile Kafka CLI client' 🌟](https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-client-1kb4) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Guide to Kafkacat (now rebranded as kcat), the developer's favorite Swiss Army knife CLI. Live Grounding: Walks through real-world piping, consuming from dynamic offsets, producing raw file contents, and query configurations using the command line. + - [github.com/sauljabin/kaskade](https://github.com/sauljabin/kaskade) ⭐ 1013 [ENTERPRISE-STABLE] β€” Curator Insight: Modern Terminal User Interface (TUI) client for Apache Kafka. Live Grounding: Employs an elegant console layout allowing engineering teams to navigate topics, inspect raw schema properties, and watch streaming events dynamically right from the terminal. ### Application Integration (2) #### Java Spring Boot - - **(2023)** [piotrminkowski.com: Concurrency with Kafka and Spring Boot](https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Optimization guide for Spring Boot engineers processing high-throughput event logs. Live Grounding: Examines concurrent message listener configurations, partition distribution strategies, and thread-safe processing to fully maximize JVM resources. + - [piotrminkowski.com: Concurrency with Kafka and Spring Boot](https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Optimization guide for Spring Boot engineers processing high-throughput event logs. Live Grounding: Examines concurrent message listener configurations, partition distribution strategies, and thread-safe processing to fully maximize JVM resources. ### Architectural Evaluation #### Anti-Patterns - - **(2022)** [==kai-waehner.de: When NOT to use Apache Kafka?==](https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Essential architectural review pointing out Kafka anti-patterns. Live Grounding: Evaluates hard constraints of Kafka, comparing it against traditional message queues (RabbitMQ), data warehouses, and API gateways. Ideal for teams auditing if Kafka is the appropriate fit. + - [kai-waehner.de: When NOT to use Apache Kafka?](https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight: Essential architectural review pointing out Kafka anti-patterns. Live Grounding: Evaluates hard constraints of Kafka, comparing it against traditional message queues (RabbitMQ), data warehouses, and API gateways. Ideal for teams auditing if Kafka is the appropriate fit. ### Architectural Patterns (3) #### Resiliency - - **(2021)** [developers.redhat.com: Building resilient event-driven architectures with Apache Kafka](https://developers.redhat.com/blog/2021/05/05/building-resilient-event-driven-architectures-with-apache-kafka) [COMMUNITY-TOOL] β€” Curator Insight: A practical guide from Red Hat engineers on building resilient EDA systems using Kafka. Live Grounding: Explains foundational patterns such as retries, dead-letter queues (DLQ), and stateful stream processing to prevent message loss and maintain system availability during downstream failures. + - [developers.redhat.com: Building resilient event-driven architectures with' Apache Kafka](https://developers.redhat.com/blog/2021/05/05/building-resilient-event-driven-architectures-with-apache-kafka) [COMMUNITY-TOOL] β€” Curator Insight: A practical guide from Red Hat engineers on building resilient EDA systems using Kafka. Live Grounding: Explains foundational patterns such as retries, dead-letter queues (DLQ), and stateful stream processing to prevent message loss and maintain system availability during downstream failures. ### Disaster Recovery #### High Availability (2) @@ -588,12 +586,12 @@ #### Transactional Outbox - - **(2021)** [**developers.redhat.com: The outbox pattern with Apache Kafka and Debezium 🌟**](https://developers.redhat.com/articles/2021/09/01/outbox-pattern-apache-kafka-and-debezium) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Deep technical analysis of resolving dual-write problems using CDC and the Outbox Pattern. Live Grounding: Uses Debezium and Apache Kafka to stream database transaction events reliably, ensuring strict eventual consistency across decoupled microservices without 2PC overhead. + - [developers.redhat.com: The outbox pattern with Apache Kafka and Debezium' 🌟](https://developers.redhat.com/articles/2021/09/01/outbox-pattern-apache-kafka-and-debezium) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight: Deep technical analysis of resolving dual-write problems using CDC and the Outbox Pattern. Live Grounding: Uses Debezium and Apache Kafka to stream database transaction events reliably, ensuring strict eventual consistency across decoupled microservices without 2PC overhead. ### Multi-Cluster Strategy #### Governance - - **(2022)** [developers.redhat.com: Which is better: A single Kafka cluster to rule them all, or many?](https://developers.redhat.com/articles/2022/03/10/which-better-single-kafka-cluster-rule-them-all-or-many#) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Comparative design analysis evaluating consolidated vs. decentralized cluster strategies. Live Grounding: Evaluates multi-tenancy, risk blast radius, organizational boundaries, billing allocation, and schema maintenance overhead across both topological models. + - [developers.redhat.com: Which is better: A single Kafka cluster to rule them' all, or many?](https://developers.redhat.com/articles/2022/03/10/which-better-single-kafka-cluster-rule-them-all-or-many#) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Comparative design analysis evaluating consolidated vs. decentralized cluster strategies. Live Grounding: Evaluates multi-tenancy, risk blast radius, organizational boundaries, billing allocation, and schema maintenance overhead across both topological models. ### Performance Optimization (1) #### Architectural Patterns (4) @@ -601,43 +599,40 @@ - **(2022)** [**redhat.com: How we use Apache Kafka to improve event-driven architecture performance**](https://www.redhat.com/en/blog/apache-kafka-EDA-performance) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: Analysis of leveraging Kafka's performance characteristics within complex corporate environments. Live Grounding: Covers tuning throughput and reducing processing latency in microservices by optimization of batch sizes, compression parameters, and consumer allocation. #### Broker Operations - - **(2021)** [**strimzi.io: Optimizing Kafka consumers 🌟**](https://strimzi.io/blog/2021/01/07/consumer-tuning) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight: In-depth study on maximizing consumer ingestion performance. Live Grounding: Analyzes consumer fetch sizes, commit mechanisms, partition assignments, and session timeout options to prevent unneeded offset rebalancing in enterprise settings. - - **(2020)** [strimzi.io: Optimizing Kafka producers](https://strimzi.io/blog/2020/10/15/producer-tuning) [COMMUNITY-TOOL] β€” Curator Insight: Diagnostic guide to fine-tuning publisher performance. Live Grounding: Explains structural impacts of compression types (lz4, zstd), batch.size configurations, linger.ms, and broker request limits on latency and message pipeline delivery. + - [strimzi.io: Optimizing Kafka producers](https://strimzi.io/blog/2020/10/15/producer-tuning) [COMMUNITY-TOOL] β€” Curator Insight: Diagnostic guide to fine-tuning publisher performance. Live Grounding: Explains structural impacts of compression types (lz4, zstd), batch.size configurations, linger.ms, and broker request limits on latency and message pipeline delivery. + - [strimzi.io: Optimizing Kafka consumers 🌟](https://strimzi.io/blog/2021/01/07/consumer-tuning) [ENTERPRISE-STABLE] β€” Curator Insight: In-depth study on maximizing consumer ingestion performance. Live Grounding: Analyzes consumer fetch sizes, commit mechanisms, partition assignments, and session timeout options to prevent unneeded offset rebalancing in enterprise settings. ### Scale Operations #### Automation - - **(2021)** [slack.engineering: Building Self-driving Kafka clusters using open source components](https://slack.engineering/building-self-driving-kafka-clusters-using-open-source-components) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Insightful deep dive from Slack engineers on automating cluster maintenance. Live Grounding: Analyzes their usage of LinkedIn's Cruise Control to automate cluster balancing, partition reassignment, and self-healing under heavy operational scaling pressures. + - [slack.engineering: Building Self-driving Kafka clusters using open source' components](https://slack.engineering/building-self-driving-kafka-clusters-using-open-source-components) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Insightful deep dive from Slack engineers on automating cluster maintenance. Live Grounding: Analyzes their usage of LinkedIn's Cruise Control to automate cluster balancing, partition reassignment, and self-healing under heavy operational scaling pressures. #### Case Studies - - **(2022)** [thenewstack.io: LinkedIn Layered Architecture Minimizes Kafka Scaling Issues](https://thenewstack.io/linkedin-layered-architecture-minimizes-kafka-scaling-issues) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Case study detailing how LinkedIn redesigned their backend streaming pipeline layers. Live Grounding: Explains how a layered model decouples the client APIs from physical clusters, mitigating client-induced connection bloat and simplifying routing management. - - **(2021)** [analyticsindiamag.com: How Uber is Leveraging Apache Kafka For More Than 300 Micro Services](https://analyticsindiamag.com/how-uber-is-leveraging-apache-kafka-for-more-than-300-micro-services) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: High-level overview of Uber's multi-cluster global event bus setup. Live Grounding: Discusses operating trillions of daily messages over 300+ microservices, highlighting custom proxying layers, dead-letter routing structures, and regional backpressure mitigation strategies. + - [analyticsindiamag.com: How Uber is Leveraging Apache Kafka For More Than' 300 Micro Services](https://analyticsindiamag.com/how-uber-is-leveraging-apache-kafka-for-more-than-300-micro-services) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: High-level overview of Uber's multi-cluster global event bus setup. Live Grounding: Discusses operating trillions of daily messages over 300+ microservices, highlighting custom proxying layers, dead-letter routing structures, and regional backpressure mitigation strategies. + - [thenewstack.io: LinkedIn Layered Architecture Minimizes Kafka Scaling Issues](https://thenewstack.io/linkedin-layered-architecture-minimizes-kafka-scaling-issues) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Case study detailing how LinkedIn redesigned their backend streaming pipeline layers. Live Grounding: Explains how a layered model decouples the client APIs from physical clusters, mitigating client-induced connection bloat and simplifying routing management. ### Schema Governance (2) #### Security (3) - - **(2021)** [developers.redhat.com: How to secure Apache Kafka schemas with Red Hat Integration Service Registry 2.0](https://developers.redhat.com/articles/2021/07/16/how-secure-apache-kafka-schemas-red-hat-integration-service-registry-20) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Security-focused guide for configuring and shielding the API schema registry. Live Grounding: Details RBAC integration, TLS communication, and schema evolution restrictions using Red Hat Integration Service Registry 2.0 (based on Apicurio Registry) to protect message payloads. + - [developers.redhat.com: How to secure Apache Kafka schemas with Red Hat Integration' Service Registry 2.0](https://developers.redhat.com/articles/2021/07/16/how-secure-apache-kafka-schemas-red-hat-integration-service-registry-20) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Security-focused guide for configuring and shielding the API schema registry. Live Grounding: Details RBAC integration, TLS communication, and schema evolution restrictions using Red Hat Integration Service Registry 2.0 (based on Apicurio Registry) to protect message payloads. ### Security (4) #### Data Compliance - - **(2022)** [developers.redhat.com: End-to-end field-level encryption for Apache Kafka Connect](https://developers.redhat.com/articles/2022/09/27/end-end-field-level-encryption-apache-kafka-connect) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Security implementation guide on field-level crypto for data pipelines. Live Grounding: Addresses PCI/GDPR requirements by demonstrating Cryptographic SMTs (Simple Message Transforms) within Kafka Connect, ensuring data is encrypted before hitting log segments. + - [developers.redhat.com: End-to-end field-level encryption for Apache Kafka' Connect](https://developers.redhat.com/articles/2022/09/27/end-end-field-level-encryption-apache-kafka-connect) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Security implementation guide on field-level crypto for data pipelines. Live Grounding: Addresses PCI/GDPR requirements by demonstrating Cryptographic SMTs (Simple Message Transforms) within Kafka Connect, ensuring data is encrypted before hitting log segments. #### Kafka Connect - - **(2020)** [developers.redhat.com: Using secrets in Kafka Connect configuration](https://developers.redhat.com/blog/2020/02/14/using-secrets-in-apache-kafka-connect-configuration) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Security patterns for avoiding plain-text secrets inside Kafka Connect configurations. Live Grounding: Outlines setting up native SecretProviders (such as directory or file-based providers) inside properties files to map dynamic environment secrets securely. + - [developers.redhat.com: Using secrets in Kafka Connect configuration](https://developers.redhat.com/blog/2020/02/14/using-secrets-in-apache-kafka-connect-configuration) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Security patterns for avoiding plain-text secrets inside Kafka Connect configurations. Live Grounding: Outlines setting up native SecretProviders (such as directory or file-based providers) inside properties files to map dynamic environment secrets securely. #### Zero Trust - - **(2022)** [engineering.grab.com: Zero trust with Kafka](https://engineering.grab.com/zero-trust-with-kafka) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Production study from Grab's engineering team on implementing zero-trust network boundaries for messaging. Live Grounding: Covers mutual TLS (mTLS) for broker-client transport, fine-grained ACL authorization, and automating credential lifecycle rotation. + - [engineering.grab.com: Zero trust with Kafka](https://engineering.grab.com/zero-trust-with-kafka) [ADVANCED LEVEL] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” Curator Insight: Production study from Grab's engineering team on implementing zero-trust network boundaries for messaging. Live Grounding: Covers mutual TLS (mTLS) for broker-client transport, fine-grained ACL authorization, and automating credential lifecycle rotation. ## Observability ### Monitoring (1) -#### Grafana Integration - - - **(2021)** [grafana.com: Get comprehensive monitoring for your Apache Kafka ecosystem instances quickly with Grafana Cloud](https://grafana.com/blog/2021/07/26/get-comprehensive-monitoring-for-your-apache-kafka-ecosystem-instances-quickly-with-grafana-cloud) [COMMUNITY-TOOL] β€” Curator Insight: Overview of cloud-managed observability templates for Kafka. Live Grounding: Details the installation of preconfigured Grafana dashboards targeting JVM metrics, consumer group lag, broker performance, and broker/under-replicated partition alerts. #### Performance Metrics - - **(2021)** [datadoghq.com: Monitoring Kafka performance metrics](https://www.datadoghq.com/blog/monitoring-kafka-performance-metrics) [COMMUNITY-TOOL] β€” Curator Insight: The gold-standard diagnostic reference for key Kafka metrics. Live Grounding: Breaks down critical under-replicated partition counts, active controller counts, consumer lag, and I/O network thread usage, offering concrete troubleshooting actions for operational stability. + - [datadoghq.com: Monitoring Kafka performance metrics](https://www.datadoghq.com/blog/monitoring-kafka-performance-metrics) [COMMUNITY-TOOL] β€” Curator Insight: The gold-standard diagnostic reference for key Kafka metrics. Live Grounding: Breaks down critical under-replicated partition counts, active controller counts, consumer lag, and I/O network thread usage, offering concrete troubleshooting actions for operational stability. ## Orchestration and Workflow ### BPMN Orchestration @@ -646,7 +641,7 @@ ##### Comparisons (2) - - **(2019)** [infoq.com: Event Streams and Workflow Engines – Kafka and Zeebe 🌟](https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Discusses integrating Apache Kafka's distributed streaming logs with Zeebe's stateful workflow management. Analyzes patterns to maintain reliable, long-running saga transactions across microservices. + - [infoq.com: Event Streams and Workflow Engines – Kafka and Zeebe 🌟](https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Discusses integrating Apache Kafka's distributed streaming logs with Zeebe's stateful workflow management. Analyzes patterns to maintain reliable, long-running saga transactions across microservices. #### Zeebe ##### Camunda @@ -661,55 +656,55 @@ - **(2025)** [**docs.astronomer.io: Dynamically generating DAGs in Airflow**](https://www.astronomer.io/docs/learn/dynamically-generating-dags) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Technical documentation illustrating design patterns to construct dynamically generated DAG pipelines in Apache Airflow. Covers generation templates, dynamic parameters, and runtime optimization. ##### Architecture - - **(2020)** [towardsdatascience.com: Apache Airflow Architecture 🌟](https://towardsdatascience.com/apache-airflow-architecture-496b9cb28288) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A structured architectural deep dive explaining how Apache Airflow schedules and executes pipelines. Outlines relationships between scheduler loops, state synchronization databases, and executors. + - [towardsdatascience.com: Apache Airflow Architecture 🌟](https://towardsdatascience.com/apache-airflow-architecture-496b9cb28288) [COMMUNITY-TOOL] β€” A structured architectural deep dive explaining how Apache Airflow schedules and executes pipelines. Outlines relationships between scheduler loops, state synchronization databases, and executors. ##### Basics - - **(2021)** [dev.to: Get started with Apache Airflow](https://dev.to/arunkc/get-started-with-apache-airflow-1218) 🌟🌟 [COMMUNITY-TOOL] β€” A step-by-step introduction to Apache Airflow design patterns. Covers the core orchestration concepts including DAG definitions, basic Python operators, scheduler parameters, and task execution workflows. + - [dev.to: Get started with Apache Airflow](https://dev.to/arunkc/get-started-with-apache-airflow-1218) [COMMUNITY-TOOL] β€” A step-by-step introduction to Apache Airflow design patterns. Covers the core orchestration concepts including DAG definitions, basic Python operators, scheduler parameters, and task execution workflows. ##### Configuration - - **(2024)** [airflow.apache.org: Add Owner Links to DAG](https://airflow.apache.org/docs/apache-airflow/stable/howto/add-owner-links.html) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical guide showing how to map ownership contacts, support channels, and documentation links to pipeline owners within Airflow dashboards for rapid operations management. + - [airflow.apache.org: Add Owner Links to DAG](https://airflow.apache.org/docs/apache-airflow/stable/howto/add-owner-links.html) [DOCUMENTATION] [COMMUNITY-TOOL] β€” A practical guide showing how to map ownership contacts, support channels, and documentation links to pipeline owners within Airflow dashboards for rapid operations management. ##### Deployments (1) - - **(2026)** [==Apache Airflow official helm chart 🌟==](https://airflow.apache.org/docs/helm-chart) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official Apache Airflow community Helm Chart. Provides pre-configured, modular, and enterprise-hardened templates for deploying schedulers, webservers, worker nodes, and scalable Celery or Kubernetes executors. - - **(2021)** [youtube: Airflow Helm Chart : Quick Start For Beginners in 10mins](https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A concise introductory video training illustrating how to deploy Apache Airflow quickly using standard Helm commands. Walks through default configurations, worker provisioning, and web interface verification. + - [Apache Airflow official helm chart 🌟](https://airflow.apache.org/docs/helm-chart) [DOCUMENTATION] [DE FACTO STANDARD] β€” The official Apache Airflow community Helm Chart. Provides pre-configured, modular, and enterprise-hardened templates for deploying schedulers, webservers, worker nodes, and scalable Celery or Kubernetes executors. + - [youtube: Airflow Helm Chart : Quick Start For Beginners in 10mins](https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti) [COMMUNITY-TOOL] β€” A concise introductory video training illustrating how to deploy Apache Airflow quickly using standard Helm commands. Walks through default configurations, worker provisioning, and web interface verification. ##### Kubernetes Native (2) - - **(2026)** [==airflow.apache.org: KubernetesPodOperator 🌟🌟🌟==](https://airflow.apache.org/docs/apache-airflow-providers-cncf-kubernetes/stable/operators.html) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official engineering reference for the KubernetesPodOperator. Explains how to spin up isolated, dedicated pods within a target Kubernetes namespace dynamically for each individual Airflow DAG task execution. - - **(2020)** [towardsdatascience.com: Apache Airflow for containerized data-pipelines](https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4d7a3c385bd) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores patterns to deploy containerized data processing networks via Apache Airflow. Focuses on orchestrating individual pipeline stages inside isolated runtime structures on top of cloud infrastructure. + - [towardsdatascience.com: Apache Airflow for containerized data-pipelines](https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4d7a3c385bd) [COMMUNITY-TOOL] β€” Explores patterns to deploy containerized data processing networks via Apache Airflow. Focuses on orchestrating individual pipeline stages inside isolated runtime structures on top of cloud infrastructure. + - [airflow.apache.org: KubernetesPodOperator 🌟🌟🌟](https://airflow.apache.org/docs/apache-airflow-providers-cncf-kubernetes/stable/operators.html) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” Official engineering reference for the KubernetesPodOperator. Explains how to spin up isolated, dedicated pods within a target Kubernetes namespace dynamically for each individual Airflow DAG task execution. ##### Monitoring (2) - - **(2021)** [redhat.com: Monitoring Apache Airflow using Prometheus](https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A technical tutorial on integrating Apache Airflow orchestration endpoints with Prometheus. Illustrates how to pull scheduler workloads, active runner pools, and pipeline errors into centralized monitoring systems. + - [redhat.com: Monitoring Apache Airflow using Prometheus](https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus) [COMMUNITY-TOOL] β€” A technical tutorial on integrating Apache Airflow orchestration endpoints with Prometheus. Illustrates how to pull scheduler workloads, active runner pools, and pipeline errors into centralized monitoring systems. ### Machine Learning Orchestration #### Data Platforms ##### Open Data Hub - - **(2026)** [**Open Data Hub**](https://opendatahub.io) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The main portal for Open Data Hub, an AI/ML platform reference architecture on Red Hat OpenShift. Orchestrates tools like Kubeflow, Spark, and Kafka into a standardized workspace for ML operations. + - [Open Data Hub](https://opendatahub.io) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” The main portal for Open Data Hub, an AI/ML platform reference architecture on Red Hat OpenShift. Orchestrates tools like Kubeflow, Spark, and Kafka into a standardized workspace for ML operations. ##### Releases - - **(2020)** [Open Data Hub 0.6 brings component updates and Kubeflow architecture](https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture) 🌟🌟 [COMMUNITY-TOOL] β€” Highlights components within Open Data Hub v0.6 release, evaluating the integrated Kubeflow-aligned architectural updates for containerized machine learning pipelines. + - [Open Data Hub 0.6 brings component updates and Kubeflow architecture](https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture) [COMMUNITY-TOOL] β€” Highlights components within Open Data Hub v0.6 release, evaluating the integrated Kubeflow-aligned architectural updates for containerized machine learning pipelines. ##### Roadmaps - - **(2020)** [A development roadmap for Open Data Hub](https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-data-hub) 🌟🌟 [COMMUNITY-TOOL] β€” A development roadmap overview outlining core development visions and tooling tracks designed for the Open Data Hub analytics platform. + - [A development roadmap for Open Data Hub](https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-data-hub) [COMMUNITY-TOOL] β€” A development roadmap overview outlining core development visions and tooling tracks designed for the Open Data Hub analytics platform. #### Python SDKs ##### Couler - - **(2023)** [Couler](https://github.com/couler-proj/couler) ⭐ 944 🌟🌟🌟 [COMMUNITY-TOOL] β€” An open-source Python SDK focused on orchestrating workloads on Kubernetes. Simplifies constructing declarative workflows across native schedulers like Argo or Tekton using programmatic expressions. + - [Couler](https://github.com/couler-proj/couler) ⭐ 944 [COMMUNITY-TOOL] β€” An open-source Python SDK focused on orchestrating workloads on Kubernetes. Simplifies constructing declarative workflows across native schedulers like Argo or Tekton using programmatic expressions. ## Serverless ### Knative #### Declarative Configuration - - **(2021)** [itnext.io: Configuring Kafka Sources and Sinks declaratively in Kubernetes using Knative](https://itnext.io/configuring-kafka-sources-and-sinks-in-kubernetes-271e3757b208) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Hands-on exploration of declarative serverless ingestion pipelines on Kubernetes. Live Grounding: Focuses on setting up Knative Eventing Kafka sources and sinks, showcasing how to abstract underlying broker complexities into native Kubernetes custom resource definitions (CRDs). + - [itnext.io: Configuring Kafka Sources and Sinks declaratively in Kubernetes' using Knative](https://itnext.io/configuring-kafka-sources-and-sinks-in-kubernetes-271e3757b208) [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: Hands-on exploration of declarative serverless ingestion pipelines on Kubernetes. Live Grounding: Focuses on setting up Knative Eventing Kafka sources and sinks, showcasing how to abstract underlying broker complexities into native Kubernetes custom resource definitions (CRDs). #### Event-Driven Integration - - **(2021)** [piotrminkowski.com: Knative Eventing with Quarkus, Kafka and Camel](https://piotrminkowski.com/2021/06/14/knative-eventing-with-quarkus-kafka-and-camel) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: A step-by-step implementation guide showing serverless integration patterns using Knative, Quarkus, Kafka, and Apache Camel. Live Grounding: Demonstrates how to build efficient, fast-booting containerized JVM microservices that react dynamically to Kafka events routed via Knative's eventing framework. + - [piotrminkowski.com: Knative Eventing with Quarkus, Kafka and Camel](https://piotrminkowski.com/2021/06/14/knative-eventing-with-quarkus-kafka-and-camel) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: A step-by-step implementation guide showing serverless integration patterns using Knative, Quarkus, Kafka, and Apache Camel. Live Grounding: Demonstrates how to build efficient, fast-booting containerized JVM microservices that react dynamically to Kafka events routed via Knative's eventing framework. #### Python Microservices - - **(2023)** [**rogulski.it: Consume Kafka events with Knative service and FastAPI on kubernetes 🌟**](https://rogulski.it/blog/kafka-consumer-knative-fastapi) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Practical reference implementation for python-based serverless consumers. Live Grounding: Illustrates setting up Knative Eventing with a KafkaSource trigger to dynamically scale a FastAPI container from zero to process inbound streaming records. + - [rogulski.it: Consume Kafka events with Knative service and FastAPI on kubernetes' 🌟](https://rogulski.it/blog/kafka-consumer-knative-fastapi) [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: Practical reference implementation for python-based serverless consumers. Live Grounding: Illustrates setting up Knative Eventing with a KafkaSource trigger to dynamically scale a FastAPI container from zero to process inbound streaming records. ## Software Architecture ### Case Studies (1) @@ -721,7 +716,7 @@ #### Application Design - - **(2020)** [stackoverflow.blog: How event-driven architecture solves modern web app problems 🌟](https://stackoverflow.blog/2020/03/16/how-event-driven-architecture-solves-modern-web-app-problems) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly clear explanation of how event-driven patterns resolve high concurrency and cross-system latency challenges. Grounding demonstrates its continued popularity as a primary training introduction to decoupled publishing and subscribing paradigms. + - [stackoverflow.blog: How event-driven architecture solves modern web app' problems 🌟](https://stackoverflow.blog/2020/03/16/how-event-driven-architecture-solves-modern-web-app-problems) [COMMUNITY-TOOL] β€” A highly clear explanation of how event-driven patterns resolve high concurrency and cross-system latency challenges. Grounding demonstrates its continued popularity as a primary training introduction to decoupled publishing and subscribing paradigms. #### Infrastructure Design - **(2021)** [redhat.com: Event-driven architecture: Understanding the essential benefits 🌟](https://www.redhat.com/en/blog/event-driven-architecture-essentials) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A deep dive by Red Hat explaining how event-driven designs foster agility, decoupling, and high horizontal scalability. It discusses integration paths with Kubernetes, Apache Kafka, and Knative. Grounding shows its essential role for platform engineers planning enterprise application modernized routes. @@ -729,17 +724,17 @@ #### iPaaS (1) - - **(2026)** [==Mulesoft==](https://www.mulesoft.com) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” The industry-standard enterprise integration platform (Anypoint Platform) providing high-density API management, ESB capabilities, and iPaaS routing. Mulesoft is highly suited for large-scale legacy modernization and hybrid-cloud orchestration, though it introduces significant runtime complexity and enterprise licensing costs. - **(2023)** [**quandarycg.com: Everything You Need To Know About System Integration (And IPaaS) 🌟**](https://www.quandarycg.com/everything-you-need-to-know-about-integrations) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” A comprehensive architectural primer outlining the foundational concepts of Enterprise Application Integration (EAI) and Integration Platform as a Service (iPaaS). * Details the transition from legacy point-to-point connections to modern hub-and-spoke models. * Provides evaluation frameworks for cloud-native middleware alternatives. - - **(2024)** [blog.hubspot.com: The 22 Best iPaaS Vendors for Any Budget](https://blog.hubspot.com/marketing/ipaas-vendors) [COMMUNITY-TOOL] β€” A commercial and technical overview of the top 22 Integration Platform as a Service (iPaaS) vendor solutions. Useful for architectural selection phases to compare enterprise offerings like MuleSoft, Workato, and Zapier across cloud compatibility, throughput limits, and ease of orchestration. + - [blog.hubspot.com: The 22 Best iPaaS Vendors for Any Budget](https://blog.hubspot.com/marketing/ipaas-vendors) [COMMUNITY-TOOL] β€” A commercial and technical overview of the top 22 Integration Platform as a Service (iPaaS) vendor solutions. Useful for architectural selection phases to compare enterprise offerings like MuleSoft, Workato, and Zapier across cloud compatibility, throughput limits, and ease of orchestration. + - [Mulesoft](https://www.mulesoft.com) [ADVANCED LEVEL] [DE FACTO STANDARD] [LEGACY] β€” The industry-standard enterprise integration platform (Anypoint Platform) providing high-density API management, ESB capabilities, and iPaaS routing. Mulesoft is highly suited for large-scale legacy modernization and hybrid-cloud orchestration, though it introduces significant runtime complexity and enterprise licensing costs. ### Java Ecosystem #### Microservices (2) - - **(2020)** [adambien.blog - 75th **airhacks.tv** Questions and Answers: Kafka, JAX-RS, MicroProfile, JSON-B, GSON, JWT, VSC, NetBeans, Java Fullstack](https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json) [COMMUNITY-TOOL] β€” A technical Q&A session highlighting architectural strategies using Kafka, JAX-RS, MicroProfile, and JSON-B. This resource offers pragmatic patterns for decoupling enterprise Java applications and migrating monolithic structures to cloud-native, microservice-based runtimes. + - [adambien.blog - 75th **airhacks.tv** Questions and Answers: Kafka, JAX-RS,' MicroProfile, JSON-B, GSON, JWT, VSC, NetBeans, Java Fullstack](https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json) [COMMUNITY-TOOL] β€” A technical Q&A session highlighting architectural strategies using Kafka, JAX-RS, MicroProfile, and JSON-B. This resource offers pragmatic patterns for decoupling enterprise Java applications and migrating monolithic structures to cloud-native, microservice-based runtimes. ### Microservices (3) #### Event-Driven Architecture (2) @@ -749,8 +744,8 @@ #### Event-Driven Architecture (3) - - **(2021)** [**infoq.com: From Monolith to Event-Driven: Finding Seams in Your Future Architecture**](https://www.infoq.com/articles/event-driven-finding-seams) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An InfoQ guide detailing how to use Domain-Driven Design (DDD) to isolate domain boundaries and discover 'seams' within large-scale monoliths. Grounding confirms its position as a primary methodology for refactoring to decoupled, event-driven pipelines. + - [infoq.com: From Monolith to Event-Driven: Finding Seams in Your Future Architecture](https://www.infoq.com/articles/event-driven-finding-seams) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An InfoQ guide detailing how to use Domain-Driven Design (DDD) to isolate domain boundaries and discover 'seams' within large-scale monoliths. Grounding confirms its position as a primary methodology for refactoring to decoupled, event-driven pipelines. --- -πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Databases](./databases.md) | [Newsql](./newsql.md) +πŸ’‘ **Explore Related:** [Newsql](./newsql.md) | [Crunchydata](./crunchydata.md) | [Databases](./databases.md) diff --git a/v2-docs/mkdocs.md b/v2-docs/mkdocs.md index 045c1722..3706e356 100644 --- a/v2-docs/mkdocs.md +++ b/v2-docs/mkdocs.md @@ -14,64 +14,54 @@ #### CICD and GitOps Pipelines - - **(2024)** [build5nines.com: GitHub Actions: Run Pandoc to convert Markdown to Word Document](https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-document) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step implementation guide demonstrating how to use GitHub Actions and Pandoc to dynamically convert Markdown documentation into Microsoft Word formats. This pipeline bridges technical writing with corporate document delivery workflows. Double-Evidence: The guide streamlines document translation, and live grounding highlights its practical value in enterprise environments where technical documentation must be exported for non-technical stakeholders automatically. - **(2023)** [thomasthornton.cloud: Deploying MkDocs to GitHub Pages with GitHub Actions](https://thomasthornton.cloud/deploying-mkdocs-to-github-pages-with-github-actions) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A walkthrough detailing the automation of MkDocs builds and their subsequent deployment to GitHub Pages using custom GitHub Actions. It highlights optimal repository configurations and credential management for secure deployments. Double-Evidence: The author outlines simple build actions, and live grounding verifies that this approach remains the standard practice for automated documentation deployment in modern software repositories. - - **(2023)** [dev.to: How to View Build Logs for GitHub Pages](https://dev.to/github/visualize-github-pages-build-logs-1mc1) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A debugging guide that illustrates how to locate, read, and interpret build and compilation logs within GitHub Actions to resolve static site generation failures on GitHub Pages. Double-Evidence: A critical operational guide for developers, live grounding confirms its troubleshooting utility when Jekyll or MkDocs compilation fails due to malformed Markdown or missing dependencies. + - [build5nines.com: GitHub Actions: Run Pandoc to convert Markdown to Word' Document](https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-document) [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step implementation guide demonstrating how to use GitHub Actions and Pandoc to dynamically convert Markdown documentation into Microsoft Word formats. This pipeline bridges technical writing with corporate document delivery workflows. Double-Evidence: The guide streamlines document translation, and live grounding highlights its practical value in enterprise environments where technical documentation must be exported for non-technical stakeholders automatically. + - [dev.to: How to View Build Logs for GitHub Pages](https://dev.to/github/visualize-github-pages-build-logs-1mc1) [COMMUNITY-TOOL] [GUIDE] β€” A debugging guide that illustrates how to locate, read, and interpret build and compilation logs within GitHub Actions to resolve static site generation failures on GitHub Pages. Double-Evidence: A critical operational guide for developers, live grounding confirms its troubleshooting utility when Jekyll or MkDocs compilation fails due to malformed Markdown or missing dependencies. #### Documentation Engines - - **(2025)** [==Material for MkDocs==](https://squidfunk.github.io/mkdocs-material) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A premium, highly customizable theme for MkDocs built on top of HTML5, CSS3, and JavaScript, featuring built-in search, localization, and responsive layouts. It offers advanced search, syntax highlighting, and custom components natively. Double-Evidence: Widely regarded as the premier interface for technical docs, live grounding confirms it is the industry-standard choice for enterprise-grade open-source documentation hubs due to its high accessibility and extensive feature set. - - **(2024)** [==MkDocs==](https://www.mkdocs.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A fast, simple, and highly customizable static site generator geared towards building project documentation. Written in Python and configured with a single YAML file, it translates Markdown sources into lightweight, responsive static sites. Double-Evidence: While traditional documentation systems require heavy server-side rendering, live grounding confirms MkDocs remains a foundational tool in enterprise GitOps-driven documentation pipelines. - - **(2024)** [freecodecamp.org: Documentation Libraries to Help You Write Good Docs](https://www.freecodecamp.org/news/documentation-libraries-to-help-you-write-good-docs) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A curated review comparing several popular documentation frameworks, including Docusaurus, Docsify, MkDocs, and GitBook, assessing their performance, ease of use, and customization options. Double-Evidence: This resource acts as an initial architecture decision record, and live grounding confirms its high educational value for teams selecting a documentation framework aligned with their technical stacks. - - **(2020)** [opensource.com: How to create a documentation site with Docsify and GitHub Pages](https://opensource.com/article/20/7/docsify-github-pages) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A technical guide explaining how to deploy a dynamic, zero-build documentation site using Docsify hosted on GitHub Pages. Docsify parses Markdown files on the fly in the browser, eliminating the static pre-compilation step. Double-Evidence: This guide explores alternative lightweight documentation patterns, and live grounding shows Docsify is highly valued for simple project wikis where build pipeline complexity is undesired. - - **(2025)** [websites that use MkDocs](https://www.wappalyzer.com/technologies/documentation-tools/mkdocs) 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” A technology profile tracking the adoption and deployment footprint of MkDocs across live web properties. Provides analytics, traffic estimates, and structural deployment metrics for sites using this engine. Double-Evidence: Curator tracking shows widespread enterprise adoption; live grounding confirms its extensive use among developer-centric SaaS products and open-source platforms. + - [MkDocs](https://www.mkdocs.org) [DE FACTO STANDARD] β€” A fast, simple, and highly customizable static site generator geared towards building project documentation. Written in Python and configured with a single YAML file, it translates Markdown sources into lightweight, responsive static sites. Double-Evidence: While traditional documentation systems require heavy server-side rendering, live grounding confirms MkDocs remains a foundational tool in enterprise GitOps-driven documentation pipelines. + - [websites that use MkDocs](https://www.wappalyzer.com/technologies/documentation-tools/mkdocs) [CASE STUDY] [COMMUNITY-TOOL] β€” A technology profile tracking the adoption and deployment footprint of MkDocs across live web properties. Provides analytics, traffic estimates, and structural deployment metrics for sites using this engine. Double-Evidence: Curator tracking shows widespread enterprise adoption; live grounding confirms its extensive use among developer-centric SaaS products and open-source platforms. + - [Material for MkDocs](https://squidfunk.github.io/mkdocs-material) [DE FACTO STANDARD] β€” A premium, highly customizable theme for MkDocs built on top of HTML5, CSS3, and JavaScript, featuring built-in search, localization, and responsive layouts. It offers advanced search, syntax highlighting, and custom components natively. Double-Evidence: Widely regarded as the premier interface for technical docs, live grounding confirms it is the industry-standard choice for enterprise-grade open-source documentation hubs due to its high accessibility and extensive feature set. + - [opensource.com: How to create a documentation site with Docsify and GitHub' Pages](https://opensource.com/article/20/7/docsify-github-pages) [COMMUNITY-TOOL] [GUIDE] β€” A technical guide explaining how to deploy a dynamic, zero-build documentation site using Docsify hosted on GitHub Pages. Docsify parses Markdown files on the fly in the browser, eliminating the static pre-compilation step. Double-Evidence: This guide explores alternative lightweight documentation patterns, and live grounding shows Docsify is highly valued for simple project wikis where build pipeline complexity is undesired. + - [freecodecamp.org: Documentation Libraries to Help You Write Good Docs](https://www.freecodecamp.org/news/documentation-libraries-to-help-you-write-good-docs) [COMMUNITY-TOOL] [GUIDE] β€” A curated review comparing several popular documentation frameworks, including Docusaurus, Docsify, MkDocs, and GitBook, assessing their performance, ease of use, and customization options. Double-Evidence: This resource acts as an initial architecture decision record, and live grounding confirms its high educational value for teams selecting a documentation framework aligned with their technical stacks. #### Documentation Platforms - - **(2024)** [**gitbook.com**](https://www.gitbook.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A collaborative, cloud-hosted documentation platform that simplifies knowledge sharing for technical and non-technical teams alike. Integrates natively with Git repositories while offering rich visual editors. Double-Evidence: Transitioned from an open-source CLI to a full SaaS platform; live grounding shows GitBook is widely adopted by commercial SaaS companies for product user-guides and internal engineering playbooks. + - [gitbook.com](https://www.gitbook.com) [ENTERPRISE-STABLE] β€” A collaborative, cloud-hosted documentation platform that simplifies knowledge sharing for technical and non-technical teams alike. Integrates natively with Git repositories while offering rich visual editors. Double-Evidence: Transitioned from an open-source CLI to a full SaaS platform; live grounding shows GitBook is widely adopted by commercial SaaS companies for product user-guides and internal engineering playbooks. #### Frontend Engineering - - **(2023)** [dev.to: How we made the __markdown toolbar__](https://dev.to/devteam/how-we-made-the-markdown-toolbar-4f09) 🌟🌟 [COMMUNITY-TOOL] β€” An engineering deep-dive by the Dev.to development team detailing the design, performance considerations, and implementation of their native, high-performance Markdown toolbar. Covers textarea manipulations and keyboard short-cuts. Double-Evidence: The article outlines custom editor integrations; live grounding confirms its value for engineering teams looking to implement intuitive, real-time rich-text Markdown editing interfaces in custom web platforms. + - [dev.to: How we made the __markdown toolbar__](https://dev.to/devteam/how-we-made-the-markdown-toolbar-4f09) [COMMUNITY-TOOL] β€” An engineering deep-dive by the Dev.to development team detailing the design, performance considerations, and implementation of their native, high-performance Markdown toolbar. Covers textarea manipulations and keyboard short-cuts. Double-Evidence: The article outlines custom editor integrations; live grounding confirms its value for engineering teams looking to implement intuitive, real-time rich-text Markdown editing interfaces in custom web platforms. #### Knowledge Management - - **(2023)** [dev.to: An amazing note-taking system with Markdown and Git Series' Articles](https://dev.to/scottshipp/series/15100) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive multi-part series detailing the configuration of a personal knowledge management system utilizing Markdown and Git version control. Explores organizational hierarchies, local editor configurations, and automated synchronization strategies. Double-Evidence: The guide outlines decentralized note-taking, and live grounding validates its utility for developers moving away from proprietary, centralized SaaS tools toward local-first GitOps practices. + - [dev.to: An amazing note-taking system with Markdown and Git Series' Articles](https://dev.to/scottshipp/series/15100) [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive multi-part series detailing the configuration of a personal knowledge management system utilizing Markdown and Git version control. Explores organizational hierarchies, local editor configurations, and automated synchronization strategies. Double-Evidence: The guide outlines decentralized note-taking, and live grounding validates its utility for developers moving away from proprietary, centralized SaaS tools toward local-first GitOps practices. #### Office and Collaboration Tools - - **(2022)** [theverge.com: Google Docs is getting more Markdown support](https://www.theverge.com/2022/3/29/23002138/google-docs-markdown-support-formatting-update) 🌟🌟 [COMMUNITY-TOOL] β€” News coverage of Google Workspace's expanded native Markdown support, allowing users to format lists, headers, and text formatting via inline Markdown symbols inside Google Docs. Double-Evidence: Highlighting the convergence of developer patterns and mainstream office productivity tools, live grounding confirms this feature significantly bridges the gap between raw code documentation and collaborative enterprise writing. - - **(2022)** [popsci.com: Google’s expanded Markdown feature could change how you work](https://www.popsci.com/diy/use-markdown-google) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A workflow guide explaining how to leverage Google Docs' integrated Markdown parsing engine to boost document draft speeds and establish seamless collaborative writing habits for diverse technical teams. Double-Evidence: This article outlines practical text-entry benefits, while live grounding indicates its effectiveness for streamlining hybrid workflows where engineers draft in Markdown and product managers review in real-time document editors. + - [theverge.com: Google Docs is getting more Markdown support](https://www.theverge.com/2022/3/29/23002138/google-docs-markdown-support-formatting-update) [COMMUNITY-TOOL] β€” News coverage of Google Workspace's expanded native Markdown support, allowing users to format lists, headers, and text formatting via inline Markdown symbols inside Google Docs. Double-Evidence: Highlighting the convergence of developer patterns and mainstream office productivity tools, live grounding confirms this feature significantly bridges the gap between raw code documentation and collaborative enterprise writing. + - [popsci.com: Google’s expanded Markdown feature could change how you work](https://www.popsci.com/diy/use-markdown-google) [COMMUNITY-TOOL] [GUIDE] β€” A workflow guide explaining how to leverage Google Docs' integrated Markdown parsing engine to boost document draft speeds and establish seamless collaborative writing habits for diverse technical teams. Double-Evidence: This article outlines practical text-entry benefits, while live grounding indicates its effectiveness for streamlining hybrid workflows where engineers draft in Markdown and product managers review in real-time document editors. #### Static Site Generators - - **(2021)** [opensource.com: Build your website with Jekyll](https://opensource.com/article/21/9/build-website-jekyll) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A deep-dive guide to Jekyll, the Ruby-based static site generator that powers GitHub Pages default build actions. Outlines site configuration, directory structure, liquid templating, and page compilation. Double-Evidence: While newer engines (like Hugo and MkDocs) are often preferred for modern technical sites, live grounding verifies Jekyll remains a robust, highly extensible engine for complex blogs and static portfolios. + - [opensource.com: Build your website with Jekyll](https://opensource.com/article/21/9/build-website-jekyll) [COMMUNITY-TOOL] [GUIDE] β€” A deep-dive guide to Jekyll, the Ruby-based static site generator that powers GitHub Pages default build actions. Outlines site configuration, directory structure, liquid templating, and page compilation. Double-Evidence: While newer engines (like Hugo and MkDocs) are often preferred for modern technical sites, live grounding verifies Jekyll remains a robust, highly extensible engine for complex blogs and static portfolios. #### Static Site Hosting - - **(2024)** [==pages.github.com==](https://pages.github.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A static site hosting service offered directly by GitHub that takes HTML, CSS, and JavaScript files straight from a repository, optionally running them through a build process, and publishes a website. Double-Evidence: The primary deployment target for documentation sites, live grounding confirms GitHub Pages remains the most integrated, reliable, and cost-effective hosting layer for open-source project documentation. - - **(2021)** [**Access control for GitHub Pages**](https://github.blog/changelog/2021-01-21-access-control-for-github-pages) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official announcement of access control integration for GitHub Pages, allowing enterprise administrators to restrict documentation site visibility to specific organization members. Double-Evidence: This feature bridges open-source tooling with corporate governance, and live grounding confirms it is essential for securing internal architecture wikis, runbooks, and design docs without deploying dedicated servers. + - [pages.github.com](https://pages.github.com) [DE FACTO STANDARD] β€” A static site hosting service offered directly by GitHub that takes HTML, CSS, and JavaScript files straight from a repository, optionally running them through a build process, and publishes a website. Double-Evidence: The primary deployment target for documentation sites, live grounding confirms GitHub Pages remains the most integrated, reliable, and cost-effective hosting layer for open-source project documentation. + - [Access control for GitHub Pages](https://github.blog/changelog/2021-01-21-access-control-for-github-pages) [ENTERPRISE-STABLE] β€” Official announcement of access control integration for GitHub Pages, allowing enterprise administrators to restrict documentation site visibility to specific organization members. Double-Evidence: This feature bridges open-source tooling with corporate governance, and live grounding confirms it is essential for securing internal architecture wikis, runbooks, and design docs without deploying dedicated servers. #### Technical Writing Utilities - -??? abstract "Architect's Technical Comparison Table" - | Solution | Maturity | Primary Focus | Language | Stars | - | :--- | :--- | :--- | :--- | :--- | - | [Markdown Cheat Sheet 4](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) | | Technical Writing Utilities | English | 🌟🌟🌟🌟🌟 | - | [github.com/Ileriayo/markdown-badges: Markdown Badges](https://github.com/Ileriayo/markdown-badges) | | Technical Writing Utilities | English | 🌟🌟🌟🌟🌟 | - | [Markdown Tables Generator](https://www.tablesgenerator.com/markdown_tables) | | Technical Writing Utilities | English | 🌟🌟🌟🌟 | - | [guides.github.com: Markdown Cheat Sheet 2](https://docs.github.com/en) | | Technical Writing Utilities | English | 🌟🌟🌟🌟 | - | [readme.so](https://readme.so) | | Technical Writing Utilities | English | 🌟🌟🌟🌟 | - | [github.blog: Include diagrams in your Markdown files with Mermaid](https://github.blog/developer-skills/github/include-diagrams-markdown-files-mermaid) | | Technical Writing Utilities | English | 🌟🌟🌟🌟 | - - - **(2024)** [==Markdown Cheat Sheet 4==](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) ⭐ 60200 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” One of the most referenced cheat sheets on GitHub for fast, offline-compatible Markdown syntax lookups. Includes rendering comparisons for basic elements, blockquotes, code blocks, and inline HTML. Double-Evidence: Despite its age, live grounding confirms its massive utility and continued reference value in developer wikis, representing a classic standard for text formatting. - - **(2024)** [==github.com/Ileriayo/markdown-badges: Markdown Badges==](https://github.com/Ileriayo/markdown-badges) ⭐ 16607 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive curated catalog of dynamic, consistent, and beautiful SVG shields and badges for GitHub repositories. It supports a wide array of languages, frameworks, cloud providers, and developer tools. Double-Evidence: The catalog provides standardized visual signifiers; live grounding confirms it is standard practice for enriching project READMEs to present structured metadata about technologies and CI status. - - **(2025)** [**Markdown Tables Generator**](https://www.tablesgenerator.com/markdown_tables) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An interactive, web-based tool designed to simplify the creation, styling, and formatting of complex Markdown tables. It supports imports from CSV or Excel, reducing manual syntax alignment overhead. Double-Evidence: A staple utility for technical writers; live grounding confirms its status as a critical efficiency booster for maintaining clean, readable tabular data in Markdown-based documents. - **(2024)** [**guides.github.com: Markdown Cheat Sheet 2**](https://docs.github.com/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The authoritative documentation portal for GitHub, offering deep-dives into GitHub Flavored Markdown (GFM) and integration patterns. It outlines security implications, task lists, and interactive rendering rules. Double-Evidence: While a generic entry point, live grounding confirms this repository of guides is the primary reference for understanding platform-specific rendering behaviors on the GitHub UI. - - **(2024)** [**readme.so**](https://readme.so) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An interactive, visual editor designed to structure README files rapidly. Users can drag and drop pre-configured sections (e.g., Installation, API Reference, Badges) and edit them in real-time. Double-Evidence: Designed to simplify project landing pages, live grounding validates readme.so as an essential productivity tool that significantly improves repository discoverability and onboarding quality. - **(2022)** [**github.blog: Include diagrams in your Markdown files with Mermaid**](https://github.blog/developer-skills/github/include-diagrams-markdown-files-mermaid) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Announcement and engineering guide detailing GitHub's native support for Mermaid.js diagrams directly within Markdown. Enables the declarative creation of flowcharts, sequence diagrams, and architecture maps in plain text. Double-Evidence: Moving from static image uploads to text-based diagram rendering, live grounding highlights this feature as a massive advancement for keeping software architecture diagrams in sync with code updates via Git. - - **(2019)** [opensource.com: An introduction to Markdown](https://opensource.com/article/19/9/introduction-markdown) 🌟🌟 [COMMUNITY-TOOL] β€” A foundational article outlining the philosophy and implementation of Markdown as an open-source plain-text formatting syntax. It highlights the productivity gains of writing in readable text without GUI editor lock-in. Double-Evidence: This guide advocates for standard open documentation formats, and live grounding demonstrates its usefulness for onboarding team members transitioning to modern plain-text documentation workflows. + - [Markdown Tables Generator](https://www.tablesgenerator.com/markdown_tables) [ENTERPRISE-STABLE] β€” An interactive, web-based tool designed to simplify the creation, styling, and formatting of complex Markdown tables. It supports imports from CSV or Excel, reducing manual syntax alignment overhead. Double-Evidence: A staple utility for technical writers; live grounding confirms its status as a critical efficiency booster for maintaining clean, readable tabular data in Markdown-based documents. + - [markdownguide.org](https://www.markdownguide.org) [DE FACTO STANDARD] [GUIDE] β€” An exhaustive reference guide covering the syntax, best practices, and extended features of the Markdown markup language. It provides clear examples of basic syntax, extended elements, and compatibility matrices across parsers. Double-Evidence: This guide serves as the authoritative standard for syntax validation, and live grounding shows it is widely integrated into onboarding resources for junior developers and technical writers globally. + - [Markdown Cheat Sheet 4](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) ⭐ 60200 [DE FACTO STANDARD] β€” One of the most referenced cheat sheets on GitHub for fast, offline-compatible Markdown syntax lookups. Includes rendering comparisons for basic elements, blockquotes, code blocks, and inline HTML. Double-Evidence: Despite its age, live grounding confirms its massive utility and continued reference value in developer wikis, representing a classic standard for text formatting. + - [opensource.com: An introduction to Markdown](https://opensource.com/article/19/9/introduction-markdown) [COMMUNITY-TOOL] β€” A foundational article outlining the philosophy and implementation of Markdown as an open-source plain-text formatting syntax. It highlights the productivity gains of writing in readable text without GUI editor lock-in. Double-Evidence: This guide advocates for standard open documentation formats, and live grounding demonstrates its usefulness for onboarding team members transitioning to modern plain-text documentation workflows. + - [readme.so](https://readme.so) [ENTERPRISE-STABLE] β€” An interactive, visual editor designed to structure README files rapidly. Users can drag and drop pre-configured sections (e.g., Installation, API Reference, Badges) and edit them in real-time. Double-Evidence: Designed to simplify project landing pages, live grounding validates readme.so as an essential productivity tool that significantly improves repository discoverability and onboarding quality. + - [github.com/Ileriayo/markdown-badges: Markdown Badges](https://github.com/Ileriayo/markdown-badges) ⭐ 16607 [DE FACTO STANDARD] β€” A massive curated catalog of dynamic, consistent, and beautiful SVG shields and badges for GitHub repositories. It supports a wide array of languages, frameworks, cloud providers, and developer tools. Double-Evidence: The catalog provides standardized visual signifiers; live grounding confirms it is standard practice for enriching project READMEs to present structured metadata about technologies and CI status. ## Data Science and AI ### Scientific Computing #### Computational Notebooks - - **(2022)** [r-bloggers.com: How to use R Markdown (part one)](https://www.r-bloggers.com/2022/02/how-to-use-r-markdown-part-one) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An introductory tutorial on R Markdown, illustrating how to combine executable R code blocks with narrative text to generate reproducible, high-quality analytical reports. Explores output compilation into HTML, PDF, and MS Word. Double-Evidence: While tailored to statistics, live grounding highlights R Markdown's critical role in reproducible research, data engineering pipelines, and programmatic executive report generation. + - [r-bloggers.com: How to use R Markdown (part one)](https://www.r-bloggers.com/2022/02/how-to-use-r-markdown-part-one) [COMMUNITY-TOOL] [GUIDE] β€” An introductory tutorial on R Markdown, illustrating how to combine executable R code blocks with narrative text to generate reproducible, high-quality analytical reports. Explores output compilation into HTML, PDF, and MS Word. Double-Evidence: While tailored to statistics, live grounding highlights R Markdown's critical role in reproducible research, data engineering pipelines, and programmatic executive report generation. --- -πŸ’‘ **Explore Related:** [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) | [Introduction](./introduction.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/mlops.md b/v2-docs/mlops.md new file mode 100644 index 00000000..eae8e4f0 --- /dev/null +++ b/v2-docs/mlops.md @@ -0,0 +1,78 @@ +# Mlops + +!!! info "Architectural Context" + Detailed reference for Mlops in the context of AI and Artificial Intelligence. + +## Standard Reference + + - [dafriedman97.github.io: Machine Learning from Scratch](https://dafriedman97.github.io/mlbook/content/introduction.html) [COMMUNITY-TOOL] + - [cortex.dev: How to build a pipeline to retrain and deploy models](https://www.cortex.dev/post/how-to-build-a-pipeline-to-retrain-and-deploy-models) [COMMUNITY-TOOL] + - [github: A very Long never ending Learning around Data Engineering & Machine' Learning](https://github.com/abhishek-ch/around-dataengineering) [COMMUNITY-TOOL] + - [towardsdatascience.com: A Kubernetes architecture for machine learning web-application' deployments](https://towardsdatascience.com/a-kubernetes-architecture-for-machine-learning-web-application-deployments-632f7765ef29) [COMMUNITY-TOOL] + - [cloud.google.com: How to use a machine learning model from a Google Sheet' using BigQuery ML](https://cloud.google.com/blog/topics/developers-practitioners/how-use-machine-learning-model-google-sheet-using-bigquery-ml) [COMMUNITY-TOOL] + - [itnext.io: Building ML Componentes on Kubernetes](https://itnext.io/building-ml-componentes-on-kubernetes-fc7e24cb9269) [COMMUNITY-TOOL] + - [towardsdatascience.com: Deploying An ML Model With FastAPI β€” A Succinct' Guide](https://towardsdatascience.com/deploying-an-ml-model-with-fastapi-a-succinct-guide-69eceda27b21) [COMMUNITY-TOOL] + - [ML Platform Workshop](https://github.com/aporia-ai/mlplatform-workshop) ⭐ 445 [COMMUNITY-TOOL] + - [towardsdatascience.com: Automatically Generate Machine Learning Code with' Just a Few Clicks](https://towardsdatascience.com/automatically-generate-machine-learning-code-with-just-a-few-clicks-7901b2334f97) [COMMUNITY-TOOL] + - [towardsdatascience.com: Schemafull streaming data processing in ML pipelines](https://towardsdatascience.com/using-kafka-with-avro-in-python-da85b3e0f966) [COMMUNITY-TOOL] + - [analyticsindiamag.com: Top tools for enabling CI/CD in ML pipelines](https://analyticsindiamag.com/top-tools-for-enabling-ci-cd-in-ml-pipelines) [COMMUNITY-TOOL] + - [towardsdatascience.com: Step-by-step Approach to Build Your Machine Learning' API Using Fast API](https://towardsdatascience.com/step-by-step-approach-to-build-your-machine-learning-api-using-fast-api-21bd32f2bbdb) [COMMUNITY-TOOL] + - [mikeroyal/Kubernetes-Guide: Machine Learning 🌟](https://github.com/mikeroyal/Kubernetes-Guide/blob/main/README.md#machine-learning) [COMMUNITY-TOOL] + - [towardsdatascience.com: From Jupyter Notebooks to Real-life: MLOps 🌟](https://towardsdatascience.com/from-jupyter-notebooks-to-real-life-mlops-9f590a7b5faa) [COMMUNITY-TOOL] + - [towardsdatascience.com: From Dev to Deployment: An End to End Sentiment' Classifier App with MLflow, SageMaker, and Streamlit](https://towardsdatascience.com/from-dev-to-deployment-an-end-to-end-sentiment-classifier-app-with-mlflow-sagemaker-and-119043ea4203) [COMMUNITY-TOOL] + - [elconfidencial.com: La batalla entre Google y Meta que nadie esperaba: revolucionar' la biologΓ­a 🌟](https://www.elconfidencial.com/tecnologia/ciencia/2022-11-18/carrera-google-meta-revolucionar-biologia_3520865) [COMMUNITY-TOOL] + - [youtube: Making Friends with Machine Learning | Cassie Kozyrkov | playlist' 🌟](https://www.youtube.com/playlist?list=PLRKtJ4IpxJpDxl0NTvNYQWKCYzHNuy2xG) [COMMUNITY-TOOL] + - [huyenchip.com: Building LLM applications for production](https://huyenchip.com/2023/04/11/llm-engineering.html) [COMMUNITY-TOOL] + - [learn.microsoft.com: Machine Learning operations maturity model 🌟](https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/mlops-maturity-model) [COMMUNITY-TOOL] + - [towardsdatascience.com: Deploying LLM Apps to AWS, the Open-Source Self-Service' Way](https://towardsdatascience.com/deploying-llm-apps-to-aws-the-open-source-self-service-way-c54b8667d829) [COMMUNITY-TOOL] + - [axelmendoza.com: The Ultimate Guide To ML Model Deployment In 2024](https://www.axelmendoza.com/posts/ml-model-deployment) [COMMUNITY-TOOL] + - [towardsdatascience.com: Build Machine Learning Pipelines with Airflow and' Mlflow: Reservation Cancellation Forecasting](https://towardsdatascience.com/build-machine-learning-pipelines-with-airflow-and-mlflow-reservation-cancellation-forecasting-da675d409842) [COMMUNITY-TOOL] + - [marvelousmlops.substack.com: Learn Machine Learning and Neural Networks' without Frameworks](https://www.freecodecamp.org/news/learn-machine-learning-and-neural-networks-without-frameworks) [COMMUNITY-TOOL] + - [aiml.com: Large Language Models Quiz (Medium)](https://aiml.com/quizzes/deep-learning-large-language-models-quiz-medium) [COMMUNITY-TOOL] + - [dev.to/pavanbelagatti: Deploy Any AI/ML Application On Kubernetes: A Step-by-Step' Guide!](https://dev.to/pavanbelagatti/deploy-any-aiml-application-on-kubernetes-a-step-by-step-guide-2i37) [COMMUNITY-TOOL] + - 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[thenewstack.io: Best Practices to Optimize Infrastructure Monitoring within' DevOps Teams](https://thenewstack.io/best-practices-to-optimize-infrastructure-monitoring-within-devops-teams) [COMMUNITY-TOOL] + - [thenewstack.io: Growing Adoption of Observability Powers Business Transformation](https://thenewstack.io/growing-adoption-of-observability-powers-business-transformation) [COMMUNITY-TOOL] + - [thenewstack.io: Monitoring API Latencies After Releases: 4 Mistakes to Avoid](https://thenewstack.io/monitoring-api-latencies-after-releases-4-mistakes-to-avoid) [COMMUNITY-TOOL] + - [thenewstack.io: DevOps Observability from Code to Cloud](https://thenewstack.io/devops-observability-from-code-to-cloud) [COMMUNITY-TOOL] + - [thenewstack.io: CI Observability for Effective Change Management 🌟](https://thenewstack.io/ci-observability-for-effective-change-management) [COMMUNITY-TOOL] + - [thenewstack.io: Monitor Your Containers with Sysdig](https://thenewstack.io/monitor-your-containers-with-sysdig) [COMMUNITY-TOOL] + - [thenewstack.io: Applying Basic vs. Advanced Monitoring Techniques](https://thenewstack.io/applying-basic-vs-advanced-monitoring-techniques) [COMMUNITY-TOOL] + - [cloudforecast.io: cAdvisor and Kubernetes Monitoring Guide 🌟](https://cloudforecast.io/blog/cadvisor-and-kubernetes-monitoring-guide) [COMMUNITY-TOOL] + - [hmh.engineering: Musings on microservice observability!](https://hmh.engineering/musings-on-microservice-observability-f7052ac42f04) [COMMUNITY-TOOL] + - [stackoverflow.blog: Observability is key to the future of software (and' your DevOps career)](https://stackoverflow.blog/2021/09/08/observability-is-key-to-the-future-of-software-and-your-devops-career) [COMMUNITY-TOOL] + - [dynatrace.com: What is observability? 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Comprehensive Beginners Guide](https://devopscube.com/what-is-observability) [COMMUNITY-TOOL] + - [devops.com: Where Does Observability Stand Today, and Where is it Going' Next?](https://devops.com/where-does-observability-stand-today-and-where-is-it-going-next) [COMMUNITY-TOOL] + - [thenewstack.io: What Is Container Monitoring?](https://thenewstack.io/what-is-container-monitoring) [COMMUNITY-TOOL] + - [devops.com: Why Monitoring-as-Code Will be a Must for DevOps Teams](https://devops.com/why-monitoring-as-code-will-be-a-must-for-devops-teams) [COMMUNITY-TOOL] + - [medium.com/performance-engineering-for-the-ordinary-barbie: Why profiling' should be part of regular software development workflow 🌟](https://medium.com/performance-engineering-for-the-ordinary-barbie/why-profiling-should-be-part-of-regular-software-development-workflow-8b19b7f52b38) [COMMUNITY-TOOL] + - [github.com/prometheus-operator](https://github.com/prometheus-operator) [COMMUNITY-TOOL] + - [redhat.com: **How to gather and display metrics in Red Hat OpenShift** (Prometheus' + Grafana)](https://www.redhat.com/en/blog/how-gather-and-display-metrics-red-hat-openshift) [COMMUNITY-TOOL] + - 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[bqstack.com: Monitoring Application using Elastic APM](https://bqstack.com/b/detail/109) [COMMUNITY-TOOL] + - [Successful Kubernetes Monitoring – Three Pitfalls to Avoid](https://www.dynatrace.com/news/blog/successful-kubernetes-monitoring-3-pitfalls-to-avoid) [COMMUNITY-TOOL] + - [Tutorial: Guide to automated SRE-driven performance engineering 🌟](https://www.dynatrace.com/news/blog/guide-to-automated-sre-driven-performance-engineering-analysis) [COMMUNITY-TOOL] + - [dynatrace.com: 4 steps to modernize your IT service operations with Dynatrace](https://www.dynatrace.com/news/blog/4-steps-to-modernize-your-it-service-operations-with-dynatrace) [COMMUNITY-TOOL] + - [dynatrace.com: Analyze all AWS data in minutes with Amazon CloudWatch Metric' Streams available in Dynatrace](https://www.dynatrace.com/news/blog/amazon-cloudwatch-metric-streams-launch-partnership) [COMMUNITY-TOOL] + - [dynatrace.com: New Dynatrace Operator elevates cloud-native observability' for Kubernetes](https://www.dynatrace.com/news/blog/new-dynatrace-operator-elevates-cloud-native-observability-for-kubernetes) [COMMUNITY-TOOL] + - 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[Netdata](https://github.com/netdata/netdata) ⭐ 78906 [DE FACTO STANDARD] + - [PM2](https://github.com/Unitech/pm2) ⭐ 43173 [DE FACTO STANDARD] + - [Huginn](https://github.com/huginn/huginn) ⭐ 49312 [DE FACTO STANDARD] + - [OS Query](https://github.com/osquery/osquery) ⭐ 23262 [DE FACTO STANDARD] + - [Glances](https://github.com/nicolargo/glances) ⭐ 32615 [DE FACTO STANDARD] + - [TDengine](https://github.com/taosdata/TDengine) ⭐ 24860 [DE FACTO STANDARD] + - [Checkly](https://www.checklyhq.com) [COMMUNITY-TOOL] + - [network-king.net: IoT use in healthcare grows but has some pitfalls](https://network-king.net/iot-use-in-healthcare-grows-but-has-its-pitfalls) [COMMUNITY-TOOL] + - [louislam/uptime-kuma](https://github.com/louislam/uptime-kuma) ⭐ 87087 [DE FACTO STANDARD] -#### Distributed Tracing - -##### Jaeger Platform - - - **(2025)** [==jaegertracing.io==](https://www.jaegertracing.io) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The official gateway for Jaeger, a CNCF-graduated distributed tracing platform. Essential for microservice architectures to monitor transactions, perform root-cause analysis, optimize performance bottlenecks, and visualize complex request propagation paths. -#### Log Analysis - -##### Visualization Tools - - - **(2025)** [==Kibana==](https://www.elastic.co/kibana) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The foundational visualization and management interface for the Elastic Stack. Enables operators to search, index, analyze, and construct real-time security dashboards and log analysis patterns for high-throughput microservice applications. -## Cloud Native Languages - -### Java - -#### Performance Tuning - - - **(2024)** [fastthread.io](https://fastthread.io) [EN CONTENT] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Industrial-grade online Java thread dump analyzer that uses AI diagnostics to identify CPU spikes, thread leaks, and deadlock patterns. Essential for post-mortem analysis of containerized JVM workloads. - - **(2024)** [gceasy.io](https://gceasy.io) [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Machine-learning powered JVM Garbage Collection log analyzer. Automates the detection of memory leaks, GC pauses, and heap sizing misconfigurations, offering actionable recommendations for optimization. - - **(2024)** [heaphero.io](https://heaphero.io) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” An automated cloud-based JVM heap dump analyzer built to parse large memory dumps quickly. Detects memory leaks and optimizes data structure footprints to resolve OutOfMemoryError crashes. - - **(2022)** [tier1app.com](https://tier1app.com) [EN CONTENT] [ENTERPRISE-STABLE] β€” A dedicated APM tool for analyzing Java thread dumps and performance. Provides automated diagnostics for thread contention and deadlocks to optimize JVM application responsiveness. -## Observability (1) - -### Monitoring Practices - -#### Enterprise Best Practices - - - **(2022)** [sysdig.com: Seven Kubernetes monitoring best practices every monitoring solution should enable](https://www.sysdig.com/blog/kubernetes-monitoring-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Sysdig's analysis outlining seven foundational best practices for Kubernetes metric collection. Focuses on cluster plane telemetry, standard label metadata usage, dynamic scraping strategies, and optimizing alert signal-to-noise ratios. ## Observability and Performance ### Performance Testing #### HTTP Benchmarking - - **(2022)** [blog.cloud-mercato.com: New HTTP benchmark tool **pycurlb**](https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep-dive introducing `pycurlb`, a fast performance tool wrapping libcurl for rapid HTTP request benchmarking in Python. Explores real-world performance results and technical comparisons. -## Operations and Reliability - -### Observability and Monitoring - -#### Foundations - - - **(2016)** [==Monitoring Distributed Systems - Google SRE Book==](https://sre.google/sre-book/monitoring-distributed-systems) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The industry-standard chapter from Google's SRE book detailing the implementation of distributed systems monitoring. It defines the 'Four Golden Signals'β€”latency, traffic, errors, and saturationβ€”providing practical blueprints to prevent alert fatigue and build actionable dashboard designs. -## Runtime Optimizations - -### Kubernetes Tuning - -#### Monitoring and Profiling - - - **(2021)** [blog.openshift.com: Debugging Java Applications On OpenShift and Kubernetes](https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes) [EN CONTENT] [COMMUNITY-TOOL] β€” Walkthrough covering remote JVM agent connection attachment procedures targeting pods deployed within secured target Kubernetes namespaces. + - [blog.cloud-mercato.com: New HTTP benchmark tool **pycurlb**](https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep-dive introducing `pycurlb`, a fast performance tool wrapping libcurl for rapid HTTP request benchmarking in Python. Explores real-world performance results and technical comparisons. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/networking.md b/v2-docs/networking.md index 9aa088c5..08460ea4 100644 --- a/v2-docs/networking.md +++ b/v2-docs/networking.md @@ -3,14 +3,32 @@ !!! info "Architectural Context" Detailed reference for Networking in the context of Networking & Service Mesh. -## Security +## Standard Reference -### Infrastructure Security + - [networkwalks.com: TCP/IP Model](https://networkwalks.com/tcp-ip-model) [COMMUNITY-TOOL] + - [blog.coderco.io: TCP Fundamentals for Software & DevOps Engineers: Building' a Strong Foundation in Networking](https://blog.coderco.io/p/tcp-fundamentals-for-software-and) [COMMUNITY-TOOL] + - [cidr.xyz 🌟](https://cidr.xyz) [COMMUNITY-TOOL] + - [gist.github.com: chadmcrowell/cidr.sh 🌟](https://gist.github.com/chadmcrowell/f3fc3be2ca1fcb887034162c14d77e74) [COMMUNITY-TOOL] + - [opensource.com: A Linux networking guide to CIDR notation and configuration' - sipcalc 🌟](https://opensource.com/article/16/12/cidr-network-notation-configuration-linux) [COMMUNITY-TOOL] + - [pbxbook.com: CIDR Cheat Sheet](https://pbxbook.com/other/cidrcheat.html) [COMMUNITY-TOOL] + - [aelius.com: subnet sheet](https://www.aelius.com/njh/subnet_sheet.html) [COMMUNITY-TOOL] + - [networkproguide.com: CIDR Subnet Mask Cheat Sheet](https://networkproguide.com/cidr-subnet-mask-ipv4-cheat-sheet) [COMMUNITY-TOOL] + - [tecmint.com: How to Calculate IP Subnet Address with ipcalc Tool](https://www.tecmint.com/calculate-ip-subnet-address-with-ipcalc-tool) [COMMUNITY-TOOL] + - [build5nines.com: IPv4 Address CIDR Range Reference and Calculator](https://build5nines.com/ipv4-address-cidr-range-reference-and-calculator) [COMMUNITY-TOOL] + - [NetBox IPAM 🌟](https://github.com/netbox-community/netbox) ⭐ 20567 [DE FACTO STANDARD] + - [netboxlabs.com: An In-Depth Guide to NetBox for IPAM](https://netboxlabs.com/blog/netbox-ipam) [COMMUNITY-TOOL] + - [youtube: NetBox Zero To Hero](https://www.youtube.com/playlist?list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7) [COMMUNITY-TOOL] + - [wizardzines.com: Request Headers](https://wizardzines.com/comics/request-headers) [COMMUNITY-TOOL] + - [wizardzines.com: Response Headers](https://wizardzines.com/comics/response-headers) [COMMUNITY-TOOL] + - [http.cat 🌟](https://http.cat) [COMMUNITY-TOOL] + - [SPDY & HTTP 2 with Akamai CTO Guy Podjarny](https://www.youtube.com/watch?v=WkLBrHW4NhQ) [COMMUNITY-TOOL] + - [http3-explained.haxx.se: HTTP/3 explained 🌟](https://http3-explained.haxx.se) [COMMUNITY-TOOL] + - [alexandrehtrb.github.io: HTTP/2 and HTTP/3 explained](https://alexandrehtrb.github.io/posts/2024/03/http2-and-http3-explained) [COMMUNITY-TOOL] + - [Improving HTTP with structured header fields 🌟](https://www.fastly.com/blog/improve-http-structured-headers) [COMMUNITY-TOOL] + - [http-sfv: HTTP Structured Field Values in Python](https://pypi.org/project/http-sfv) [COMMUNITY-TOOL] + - [media.pearsoncmg.com: Recursive/Iterative Queries in DNS](https://media.pearsoncmg.com/aw/ecs_kurose_compnetwork_7/cw/content/interactiveanimations/recursive-iterative-queries-in-dns/index.html) [COMMUNITY-TOOL] -#### Network Protection - - - **(2025)** [Building a DDoS Response Plan with Azure DDoS Protection](https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256) [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: Architecture plan to withstand high-volume distributed denial-of-service attempts. Live Grounding: Focuses heavily on cloud-native patterns like rate-limiting, load-balancer protection, and Edge integration on Azure platforms. --- -πŸ’‘ **Explore Related:** [Caching](./caching.md) | [Servicemesh](./servicemesh.md) | [Kubernetes Networking](./kubernetes-networking.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Istio](./istio.md) diff --git a/v2-docs/newsfeeds.md b/v2-docs/newsfeeds.md new file mode 100644 index 00000000..dceee8fb --- /dev/null +++ b/v2-docs/newsfeeds.md @@ -0,0 +1,15 @@ +# Newsfeeds + +!!! info "Architectural Context" + Detailed reference for Newsfeeds in the context of Career & Industry. + +## Standard Reference + + - [repost.aws 🌟](https://repost.aws) [COMMUNITY-TOOL] + - [feedly.com](https://feedly.com) [COMMUNITY-TOOL] + - [Kube Events](https://kube.events) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Appointment Scheduling](./appointment-scheduling.md) | [Elearning](./elearning.md) + diff --git a/v2-docs/newsql.md b/v2-docs/newsql.md index 063fb8c2..03c46312 100644 --- a/v2-docs/newsql.md +++ b/v2-docs/newsql.md @@ -9,8 +9,8 @@ #### NewSQL - - **(2021)** [muratbuffalo.blogspot.com: What’s Really New with NewSQL?](https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A comprehensive conceptual deep-dive comparing NewSQL architectures with traditional relational and NoSQL engines. Explores transactional guarantees, distributed consensus (Raft/Paxos), and cloud-native database scaling. + - [muratbuffalo.blogspot.com: What’s Really New with NewSQL?](https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A comprehensive conceptual deep-dive comparing NewSQL architectures with traditional relational and NoSQL engines. Explores transactional guarantees, distributed consensus (Raft/Paxos), and cloud-native database scaling. --- -πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Databases](./databases.md) | [Message Queue](./message-queue.md) +πŸ’‘ **Explore Related:** [Crunchydata](./crunchydata.md) | [Databases](./databases.md) | [Message Queue](./message-queue.md) diff --git a/v2-docs/noops.md b/v2-docs/noops.md new file mode 100644 index 00000000..6c52baa9 --- /dev/null +++ b/v2-docs/noops.md @@ -0,0 +1,17 @@ +# Noops + +!!! info "Architectural Context" + Detailed reference for Noops in the context of The Container Stack. + +## Standard Reference + + - [zdnet: There's no ops like NoOps: the next evolution of DevOps](https://www.zdnet.com/article/theres-no-ops-like-noops-the-next-evolution-of-devops) [COMMUNITY-TOOL] + - [devops.com: Is NoOps the Future of Cloud Networking?](https://devops.com/is-noops-the-future-of-cloud-networking) [COMMUNITY-TOOL] + - [Serverless Computing: Moving from DevOps to NoOps](https://devops.com/serverless-computing-moving-from-devops-to-noops) [COMMUNITY-TOOL] + - [7 arguments against NoOps](https://techbeacon.com/enterprise-it/7-arguments-against-noops) [COMMUNITY-TOOL] + - [devops.com: Up Your DevOps Game: It’s Time for NoOps](https://devops.com/up-your-devops-game-its-time-for-noops) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Container Managers](./container-managers.md) + diff --git a/v2-docs/nosql.md b/v2-docs/nosql.md new file mode 100644 index 00000000..94db3f6c --- /dev/null +++ b/v2-docs/nosql.md @@ -0,0 +1,30 @@ +# Nosql + +!!! info "Architectural Context" + Detailed reference for Nosql in the context of Data & Advanced Analytics. + +## Standard Reference + + - [Youtube: Introduction to NoSQL by Martin Fowler](https://www.youtube.com/watch?v=qI_g07C_Q5I) [COMMUNITY-TOOL] + - [thoughtworks.com: NoSQL Databases, an overview](https://www.thoughtworks.com/insights/blog/nosql-databases-overview) [COMMUNITY-TOOL] + - [How to Evolve from RDBMS to NoSQL + SQL 🌟](https://www.linkedin.com/pulse/how-evolve-from-rdbms-nosql-sql-jim-scott) [COMMUNITY-TOOL] + - [NoSQL Databases: a Survey and Decision Guidance](https://medium.baqend.com/nosql-databases-a-survey-and-decision-guidance-ea7823a822d) [COMMUNITY-TOOL] + - [dev.to: NoSQL Database Design for E-Commerce Apps in 2021](https://dev.to/danielkolb/nosql-database-design-for-e-commerce-apps-in-2021-390e) [COMMUNITY-TOOL] + - [stackoverflow.blog: Have the tables turned on NoSQL?](https://stackoverflow.blog/2021/01/14/have-the-tables-turned-on-nosql) [COMMUNITY-TOOL] + - [sysadminxpert.com: Demystifying NoSQL Databases 🌟](https://sysadminxpert.com/demystifying-nosql-databases) [COMMUNITY-TOOL] + - [intellipaat.com: NoSQL vs. SQL - Difference between SQL and NoSQL](https://intellipaat.com/blog/nosql-vs-sql-what-is-better) [COMMUNITY-TOOL] + - [thenewstack.io: Why Choose a NoSQL Database? There Are Many Great Reasons](https://thenewstack.io/why-choose-a-nosql-database-there-are-many-great-reasons) [COMMUNITY-TOOL] + - [thenewstack.io: How to Choose and Model Time Series Databases](https://thenewstack.io/how-to-choose-and-model-time-series-databases) [COMMUNITY-TOOL] + - [couchbase.com](https://www.couchbase.com) [COMMUNITY-TOOL] + - [Avoiding pitfalls running Mongo 3.2 in Docker on OSX](https://iainhunter.wordpress.com/2016/01/12/avoiding-pitfalls-running-mongo-3-2-in-docker-on-osx) [COMMUNITY-TOOL] + - [hashinteractive.com: MONGODUMP AND MONGORESTORE VS MONGOEXPORT AND MONGOIMPORT](https://hashinteractive.com/blog/mongodump-and-mongorestore-vs-mongoexport-and-mongoimport) [COMMUNITY-TOOL] + - [adamtheautomator.com: How To Perform a MongoDB Kubernetes Installation' 🌟](https://adamtheautomator.com/mongodb-kubernetes) [COMMUNITY-TOOL] + - [thenewstack.io: Deploy MongoDB in a Container, Access It Outside the Cluster](https://thenewstack.io/deploy-mongodb-in-a-container-access-it-outside-the-cluster) [COMMUNITY-TOOL] + - [github.com/oslabs-beta: Odin's Eye](https://github.com/oslabs-beta/OdinsEye) [COMMUNITY-TOOL] + - [Hive.apache.org](https://hive.apache.org) [COMMUNITY-TOOL] + - [Apache Drill](https://drill.apache.org) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Newsql](./newsql.md) | [Crunchydata](./crunchydata.md) | [Databases](./databases.md) + diff --git a/v2-docs/oauth.md b/v2-docs/oauth.md index 4bb45df5..9a0f90fc 100644 --- a/v2-docs/oauth.md +++ b/v2-docs/oauth.md @@ -3,17 +3,22 @@ !!! info "Architectural Context" Detailed reference for Oauth in the context of Hardened Infrastructure. +## Standard Reference + + - [rapidapi.com:What is OAuth2.0?](https://rapidapi.com/guides/oath2-0) [COMMUNITY-TOOL] + - [freecodecamp.org: How to Implement an OAuth2 Resource Server with Spring' Security](https://www.freecodecamp.org/news/oauth2-resourceserver-with-spring-security) [COMMUNITY-TOOL] + ## Security ### Authentication Protocols #### OAuth 2.0 - - **(2023)** [==curity.io: OAuth 2.0 Overview==](https://curity.io/resources/learn/oauth-overview) [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An authoritative reference detailing the core flows, mechanics, and actors within the OAuth 2.0 authorization framework. Curator insight describes integration opportunities for web, native, and API client types. Live grounding demonstrates that OAuth 2.0 tokens serve as the underlying standard for authenticating microservice operations. + - [curity.io: OAuth 2.0 Overview](https://curity.io/resources/learn/oauth-overview) [EN CONTENT] [DE FACTO STANDARD] β€” An authoritative reference detailing the core flows, mechanics, and actors within the OAuth 2.0 authorization framework. Curator insight describes integration opportunities for web, native, and API client types. Live grounding demonstrates that OAuth 2.0 tokens serve as the underlying standard for authenticating microservice operations. #### OIDC - - **(2023)** [==curity.io: OpenID Connect Overview==](https://curity.io/resources/learn/openid-connect-overview) [EN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Provides a comprehensive introduction to OpenID Connect (OIDC), the identity layer built directly on top of OAuth 2.0. Curator insight highlights how OIDC standardizes token delivery to provide secure client identity resolution. Live grounding affirms that OIDC is the preferred mechanism for securing user access to corporate Kubernetes instances. + - [curity.io: OpenID Connect Overview](https://curity.io/resources/learn/openid-connect-overview) [EN CONTENT] [DE FACTO STANDARD] β€” Provides a comprehensive introduction to OpenID Connect (OIDC), the identity layer built directly on top of OAuth 2.0. Curator insight highlights how OIDC standardizes token delivery to provide secure client identity resolution. Live grounding affirms that OIDC is the preferred mechanism for securing user access to corporate Kubernetes instances. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Securityascode](./securityascode.md) | [Ansible](./ansible.md) diff --git a/v2-docs/ocp3.md b/v2-docs/ocp3.md new file mode 100644 index 00000000..29320cc8 --- /dev/null +++ b/v2-docs/ocp3.md @@ -0,0 +1,22 @@ +# Ocp3 + +!!! info "Architectural Context" + Detailed reference for Ocp3 in the context of The Container Stack. + +## Standard Reference + + - [claydesk.com: Google Cloud App Engine Vs Red Hat OpenShift](https://www.claydesk.com/ecampus/google-cloud-app-engine-vs-red-hat) [COMMUNITY-TOOL] + - [certdepot.net: OpenShift Free available resources 🌟](https://www.certdepot.net/openshift-free-available-resources) [COMMUNITY-TOOL] + - [blog.openshift.com: Using OpenShift 3 on your **local environment** 🌟](https://blog.openshift.com/using-openshift-3-on-your-local-environment) [COMMUNITY-TOOL] + - [developers.redhat.com: Securing .NET Core on OpenShift using HTTPS](https://developers.redhat.com/blog/2018/10/12/securing-net-core-on-openshift-using-https) [COMMUNITY-TOOL] + - [developers.redhat.com: Customizing OpenShift project creation 🌟](https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-creation) [COMMUNITY-TOOL] + - [developers.redhat.com: Testing memory-based horizontal pod autoscaling on' OpenShift 🌟](https://developers.redhat.com/blog/2020/03/19/testing-memory-based-horizontal-pod-autoscaling-on-openshift) [COMMUNITY-TOOL] + - [**KubeFed Operator**](https://operatorhub.io/operator/kubefed-operator) [COMMUNITY-TOOL] + - [Red Hat Communities of Practice](https://github.com/redhat-cop) [COMMUNITY-TOOL] + - [GitHub redhat-cop: OpenShift Toolkit - Quota Management 🌟](https://github.com/redhat-cop/openshift-toolkit/tree/master/quota-management) ⭐ 236 [COMMUNITY-TOOL] + - [OpenShift 4 Resource Management](https://www.youtube.com/watch?v=JC_PB1yZcIc) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) + diff --git a/v2-docs/ocp4.md b/v2-docs/ocp4.md index e1f31a1c..1a4e755d 100644 --- a/v2-docs/ocp4.md +++ b/v2-docs/ocp4.md @@ -3,27 +3,104 @@ !!! info "Architectural Context" Detailed reference for Ocp4 in the context of The Container Stack. -## Cloud Infrastructure +## Standard Reference -### Service Mesh + - [cloudowski.com: Honest review of OpenShift 4 🌟](https://cloudowski.com/articles/honest-review-of-openshift-4) [COMMUNITY-TOOL] + - [thenewstack.io: Red Hat Launches an OpenShift-Based Marketplace to Aid Multicloud' Portability 🌟](https://thenewstack.io/red-hat-launches-an-openshift-based-marketplace-to-aid-multicloud-portability) [COMMUNITY-TOOL] + - [developers.redhat.com: OpenShift for Kubernetes developers: Getting started' 🌟](https://developers.redhat.com/blog/2020/08/14/openshift-for-kubernetes-developers-getting-started) [COMMUNITY-TOOL] + - [developers.redhat.com: Command-line cluster management with Red Hat OpenShift’s' new web terminal (tech preview)](https://developers.redhat.com/blog/2020/10/01/command-line-cluster-management-with-red-hat-openshifts-new-web-terminal-tech-preview) [COMMUNITY-TOOL] + - [developers.redhat.com: Deploying Kubernetes Operators with Operator Lifecycle' Manager bundles](https://developers.redhat.com/blog/2021/02/08/deploying-kubernetes-operators-with-operator-lifecycle-manager-bundles) [COMMUNITY-TOOL] + - [finance.yahoo.com: IBM's Red Hat OpenShift Platform to be Leveraged by' Siemens](https://finance.yahoo.com/news/ibms-red-hat-openshift-platform-143702224.html) [COMMUNITY-TOOL] + - [developers.redhat.com: A guide to Red Hat OpenShift 4.5 installer-provisioned' infrastructure on vSphere 🌟](https://developers.redhat.com/blog/2021/03/09/a-guide-to-red-hat-openshift-4-5-installer-provisioned-infrastructure-on-vsphere) [COMMUNITY-TOOL] + - [schabell.org: How to setup the OpenShift Container Platform 4.7 on your' local machine](https://www.schabell.org/2021/03/codeready-containers-howto-setup-openshift-47-on-local-machine.html) [COMMUNITY-TOOL] + - [developers.redhat.com: Containerize .NET for Red Hat OpenShift: Use a Windows' VM like a container](https://developers.redhat.com/blog/2021/04/29/containerize-net-for-red-hat-openshift-use-a-windows-vm-like-a-container) [COMMUNITY-TOOL] + - [thenewstack.io: Red Hat OpenShift 4.8 Adds Serverless Functions, Pipelines-As-Code](https://thenewstack.io/red-hat-openshift-4-8-adds-serverless-functions-pipelines-as-code) [COMMUNITY-TOOL] + - [developers.redhat.com: Troubleshooting application performance with Red' Hat OpenShift metrics, Part 1: Requirements](https://developers.redhat.com/articles/2021/07/08/troubleshooting-application-performance-red-hat-openshift-metrics-part-1) [COMMUNITY-TOOL] + - [developers.redhat.com: Troubleshooting application performance with Red' Hat OpenShift metrics, Part 4: Gathering performance metrics](https://developers.redhat.com/articles/2021/07/29/troubleshooting-application-performance-red-hat-openshift-metrics-part-4) [COMMUNITY-TOOL] + - [zdnet.com: Qualys partners with Red Hat to improve Linux and Kubernetes' security](https://www.zdnet.com/article/qualys-partners-with-red-hat-to-improve-linux-and-kubernetes-security) [COMMUNITY-TOOL] + - [thenewstack.io: IBM, Red Hat Bring Load-Aware Resource Management to Kubernetes](https://thenewstack.io/ibm-red-hat-bring-load-aware-resource-management-to-kubernetes) [COMMUNITY-TOOL] + - [developers.redhat.com: Composable software catalogs on Kubernetes: An easier' way to update containerized applications](https://developers.redhat.com/articles/2021/08/20/composable-software-catalogs-kubernetes-easier-way-update-containerized) [COMMUNITY-TOOL] + - [redhat.com: Meet single node OpenShift: Our newest small OpenShift footprint' for edge architectures](https://www.redhat.com/en/blog/meet-single-node-openshift-our-smallest-openshift-footprint-edge-architectures) [COMMUNITY-TOOL] + - [github.com/openshift/hypershift: HyperShift](https://github.com/openshift/hypershift) ⭐ 527 [COMMUNITY-TOOL] + - [dev.to: Deep Dive into AWS OIDC identity provider when installing OpenShift' using manual authentication mode with STS](https://dev.to/mtulio/deep-dive-into-aws-oidc-identity-provider-when-installing-openshift-with-iam-sts-manual-sts-support-1bo7) [COMMUNITY-TOOL] + - [venturebeat.com: Red Hat gives an ARM up to OpenShift Kubernetes operations](https://venturebeat.com/data-infrastructure/red-hat-gives-an-arm-up-to-openshift-kubernetes-operations) [COMMUNITY-TOOL] + - [redhat.com: Red Hat OpenShift Platform Plus](https://www.redhat.com/en/technologies/cloud-computing/openshift/platform-plus) [COMMUNITY-TOOL] + - [mkdev.me: How to upgrade Openshift 4.x 🌟](https://mkdev.me/posts/how-to-upgrade-openshift-4-x) [COMMUNITY-TOOL] + - [mikeroyal/OpenShift-Guide: OpenShift Guide 🌟🌟](https://github.com/mikeroyal/OpenShift-Guide) [COMMUNITY-TOOL] + - [thenewstack.io: Red Hat Offers a β€˜Complete Kubernetes Stack’ with OpenShift' Platform Plus 🌟](https://thenewstack.io/red-hat-offers-a-complete-kubernetes-stack-with-openshift-platform-plus) [COMMUNITY-TOOL] + - [developers.redhat.com - Best practices: Using health checks in the OpenShift' 4.5 web console 🌟](https://developers.redhat.com/blog/2020/07/20/best-practices-using-health-checks-in-the-openshift-4-5-web-console) [COMMUNITY-TOOL] + - [redhat-cop.github.io: Best practices for migrating from OpenShift Container' Platform 3 to 4 🌟](https://redhat-cop.github.io/openshift-migration-best-practices) [COMMUNITY-TOOL] + - [openshift-yolo](https://github.com/e-minguez/openshift-yolo) ⭐ 8 [COMMUNITY-TOOL] + - [OpenShift 4 on AWS Quick Starts 🌟](https://aws.amazon.com/blogs/opensource/openshift-4-on-aws-quick-start) [COMMUNITY-TOOL] + - [redhat.com: Amazon and Red Hat Announce the General Availability of Red' Hat OpenShift Service on AWS (ROSA)](https://www.redhat.com/en/about/press-releases/amazon-and-red-hat-announce-general-availability-red-hat-openshift-service-aws-rosa) [COMMUNITY-TOOL] + - [amazon.com: Red Hat OpenShift Service on AWS Now GA](https://aws.amazon.com/es/blogs/aws/red-hat-openshift-service-on-aws-now-generally-availably) [COMMUNITY-TOOL] + - [infoq.com: AWS Announces the General Availability of the Red Hat OpenShift' Service on AWS](https://www.infoq.com/news/2021/04/red-hat-openshift-aws) [COMMUNITY-TOOL] + - [aws.amazon.com: Red Hat OpenShift Service on AWS: architecture and networking](https://aws.amazon.com/es/blogs/containers/red-hat-openshift-service-on-aws-architecture-and-networking) [COMMUNITY-TOOL] + - [blog.vizuri.com: Red Hat OpenShift Service on AWS (ROSA) Positions OpenShift' for Mainstream Adoption](https://blog.vizuri.com/red-hat-openshift-service-on-aws-rosa-positions-openshift-for-mainstream-adoption) [COMMUNITY-TOOL] + - [redhat.com: Red Hat OpenShift Service on AWS with hosted control planes' now available](https://www.redhat.com/en/blog/red-hat-openshift-service-aws-hosted-control-planes-now-available) [COMMUNITY-TOOL] + - [Rook-Ceph](https://operatorhub.io/operator/rook-ceph) [COMMUNITY-TOOL] + - [Robin Storage Operator](https://operatorhub.io/operator/robin-operator) [COMMUNITY-TOOL] + - [SELinux](https://www.slideshare.net/openshift/openshift-18812162) [COMMUNITY-TOOL] + - [Deploy and bind enterprise-grade microservices with Kubernetes Operators](https://developers.redhat.com/blog/2020/05/18/deploy-and-bind-enterprise-grade-microservices-with-kubernetes-operators) [COMMUNITY-TOOL] + - [Ingress Controller](https://kubernetes.io/docs/concepts/services-networking/ingress-controllers) [COMMUNITY-TOOL] + - [redhat-developer-demos.github.io/knative-tutorial](https://redhat-developer-demos.github.io/knative-tutorial) [COMMUNITY-TOOL] + - [thenewstack.io: Log Management for Red Hat OpenShift](https://thenewstack.io/log-management-for-red-hat-openshift) [COMMUNITY-TOOL] + - [Procedure:](https://developers.redhat.com/blog/2019/09/05/red-hat-openshift-4-on-your-laptop-introducing-red-hat-codeready-containers) [COMMUNITY-TOOL] + - [github.com/redhat-cop/gitops-catalog](https://github.com/redhat-cop/gitops-catalog) ⭐ 376 [COMMUNITY-TOOL] + - [dkrallis.wordpress.com: How to create an OpenShift Cluster in Azure and' how you can interact with Azure DevOps environment – Part A](https://dkrallis.wordpress.com/2022/11/25/how-to-create-an-openshift-cluster-in-azure-and-how-you-can-interact-with-azure-devops-environment-part-a) [COMMUNITY-TOOL] + - [developers.redhat.com: How to easily deploy OpenShift on Azure using a GUI,' Part 1](https://developers.redhat.com/articles/2023/03/16/how-deploy-openshift-azure-gui-part-1) [COMMUNITY-TOOL] + - [OpenShift Youtube](https://www.youtube.com/user/rhopenshift/videos) [COMMUNITY-TOOL] + - [youtube: Installing OpenShift 4 on AWS with operatorhub.io integration 🌟](https://www.youtube.com/watch?v=kQJxGtsqphk) [COMMUNITY-TOOL] + - [youtube: OpenShift 4 OAuth Identity Providers](https://www.youtube.com/watch?v=eFxFtUpAT9s) [COMMUNITY-TOOL] + - [youtube: OpenShift on Google Cloud, AWS, Azure and localhost](https://www.youtube.com/watch?v=G-baPg3XhBo) [COMMUNITY-TOOL] + - [youtube playlist: London 2020 | OpenShift Commons Gathering 🌟](https://www.youtube.com/playlist?list=PLaR6Rq6Z4Iqcy9rg0JF6SCFst5lyyftQ-) [COMMUNITY-TOOL] + - [github.com: Openshift 4 training](https://github.com/openshift/training) [COMMUNITY-TOOL] + - [kubevirt.io 🌟](https://kubevirt.io) [COMMUNITY-TOOL] + - [kubermatic.com: Bringing Your VMs to Kubernetes With KubeVirt](https://www.kubermatic.com/blog/bringing-your-vms-to-kubernetes-with-kubevirt) [COMMUNITY-TOOL] + - [redhat.com: Network traffic control for containers in Red Hat OpenShift' 🌟](https://www.redhat.com/en/blog/network-traffic-control-containers-red-hat-openshift) [COMMUNITY-TOOL] + - [Red Hat Advanced Cluster Management for Kubernetes 🌟](https://www.redhat.com/en/technologies/management/advanced-cluster-management) [COMMUNITY-TOOL] + - [Homepage](https://crc.dev) [COMMUNITY-TOOL] + - [developers.redhat.com: Developing applications on Kubernetes 🌟](https://developers.redhat.com/topics/kubernetes) [COMMUNITY-TOOL] + - [Overview: running crc on a remote server](https://gist.github.com/tmckayus/8e843f90c44ac841d0673434c7de0c6a) [COMMUNITY-TOOL] + - [developers.redhat.com: How to install CodeReady Workspaces in a restricted' OpenShift 4 environment](https://developers.redhat.com/blog/2020/06/12/how-to-install-codeready-workspaces-in-a-restricted-openshift-4-environment) [COMMUNITY-TOOL] + - [Install Red Hat OpenShift Operators on your laptop using Red Hat CodeReady Containers and Red Hat Marketplace](https://developers.redhat.com/blog/2020/09/09/install-red-hat-openshift-operators-on-your-laptop-using-red-hat-codeready-containers-and-red-hat-marketplace) [COMMUNITY-TOOL] + - [schabell.org: How to setup OpenShift Container Platform 4.5 on your local' machine in minutes](https://www.schabell.org/2020/09/how-to-setup-openshift-container-platform-45.html) [COMMUNITY-TOOL] + - [github.com/openshift/hive](https://github.com/openshift/hive) ⭐ 275 [COMMUNITY-TOOL] + - [cloud.ibm.com: openshift-security](https://cloud.ibm.com/docs/openshift?topic=openshift-security) [COMMUNITY-TOOL] + - [docs.okd.io 🌟](https://docs.okd.io) [COMMUNITY-TOOL] + - [youtube.com: OKD4](https://www.youtube.com/watch?v=_nl-45ulj1s) [COMMUNITY-TOOL] + - [github.com: OKD 4 Roadmap](https://github.com/openshift/community/blob/master/ROADMAP.md) [COMMUNITY-TOOL] + - [youtube.com: How To Install OKD4 on GCP - Vadim Rutkovsky (Red Hat)](https://www.youtube.com/watch?v=2UwQD0diUxk) [COMMUNITY-TOOL] + - [okd4-upi-lab-setup: Building an OpenShift - OKD 4.X Lab](https://cgruver.github.io/okd4-upi-lab-setup) [COMMUNITY-TOOL] + - [dustymabe.com: OpenShift OKD on Fedora CoreOS on DigitalOcean Part 4: Recorded' Demo](https://dustymabe.com/2020/09/28/openshift-okd-on-fedora-coreos-on-digitalocean-part-4-recorded-demo) [COMMUNITY-TOOL] + - [redhat.com: What is knative?](https://www.redhat.com/en/topics/microservices/what-is-knative) [COMMUNITY-TOOL] + - [Serverless applications made faster and simpler with **OpenShift Serverless GA**](https://developers.redhat.com/blog/2020/04/30/serverless-applications-made-faster-and-simpler-with-openshift-serverless-ga) [COMMUNITY-TOOL] + - [youtube](https://www.youtube.com/watch?v=6NM6sqXIsoA) [COMMUNITY-TOOL] + - [developers.redhat.com: Building Kubernetes applications on OpenShift with' Red Hat Marketplace](https://developers.redhat.com/blog/2020/04/27/building-kubernetes-applications-on-openshift-with-red-hat-marketplace) [COMMUNITY-TOOL] + - [kubestone.io](https://kubestone.io) [COMMUNITY-TOOL] + - [operatorhub.io: kubestone](https://operatorhub.io/operator/kubestone) [COMMUNITY-TOOL] + - [developers.redhat.com: Operator pattern: REST API for Kubernetes and Red' Hat OpenShift 🌟](https://developers.redhat.com/blog/2020/01/22/operator-pattern-rest-api-for-kubernetes-and-red-hat-openshift) [COMMUNITY-TOOL] + - [developers.redhat.com: 5 tips for developing Kubernetes Operators with the' new Operator SDK](https://developers.redhat.com/blog/2020/09/11/5-tips-for-developing-kubernetes-operators-with-the-new-operator-sdk) [COMMUNITY-TOOL] + - [projectquay.io](https://www.projectquay.io) [COMMUNITY-TOOL] + - [GitHub Quay (OSS)](https://github.com/quay/quay) ⭐ 2774 [COMMUNITY-TOOL] + - [operatorhub.io/operator/quay](https://operatorhub.io/operator/quay) [COMMUNITY-TOOL] + - [windup](https://github.com/windup) [COMMUNITY-TOOL] + - [RHAMT in Github Actions](https://carlosthe19916.wordpress.com/2020/04/12/rhamt-in-github-actions) [COMMUNITY-TOOL] + - [Migrate your Java apps to containers with Migration Toolkit for Applications 5.0](https://developers.redhat.com/blog/2020/09/04/migrate-your-java-apps-to-containers-with-migration-toolkit-for-applications-5-0/#more-768337) [COMMUNITY-TOOL] + - [developers.redhat.com: Spring Boot to Quarkus migrations and more in Red' Hat’s migration toolkit for applications 5.1.0](https://developers.redhat.com/blog/2020/12/08/spring-boot-to-quarkus-migrations-and-more-in-red-hats-migration-toolkit-for-applications-5-1-0) [COMMUNITY-TOOL] + - [OpenShift topology view: A milestone towards a better developer experience](https://www.redhat.com/en/blog/openshift-topology-view-milestone-towards-better-developer-experience) [COMMUNITY-TOOL] + - [OpenBuilt](https://openbuilt.io) [COMMUNITY-TOOL] + - [infoq.com: IBM, Red Hat and Cobuilder Develop OpenBuilt, a Platform for' the Construction Industry](https://www.infoq.com/news/2021/04/ibm-redhat-openbuilt) [COMMUNITY-TOOL] + - [youtube: Red Hat OpenShift AI overview](https://www.youtube.com/watch?v=Hc8emNr2igU) [COMMUNITY-TOOL] + - [tommeramber/ocp-automations](https://github.com/tommeramber/ocp-automations) [COMMUNITY-TOOL] -#### Red Hat Integrations - - - **(2019)** [blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What you should know 🌟](https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-what-you-should-know) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Announces OpenShift Service Mesh, bringing together Istio, Kiali, and Jaeger to provide an integrated, preconfigured microservices security and monitoring workspace. -## Data Architecture - -### Databases - -#### PostgreSQL - - - **(2025)** [learn.crunchydata.com](https://www.crunchydata.com/developers/tutorials) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An interactive database training portal detailing progressive PostgreSQL configuration, clustering, and troubleshooting. Crucial for architects planning highly available, stateful cloud-native storage engines. ## Enterprise Kubernetes ### Red Hat OpenShift #### Image Management - - **(2021)** [cloudowski.com: Openshift ImageStreams](https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-better-than-on-kubernetes) 🌟🌟 [COMMUNITY-TOOL] β€” A technical architectural review contrasting OpenShift ImageStreams with standard Kubernetes container registry integrations. It explains how ImageStreams abstract container images and automate rolling deployments on build mutations. + - [cloudowski.com: Openshift ImageStreams](https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-better-than-on-kubernetes) [COMMUNITY-TOOL] β€” A technical architectural review contrasting OpenShift ImageStreams with standard Kubernetes container registry integrations. It explains how ImageStreams abstract container images and automate rolling deployments on build mutations. #### Secure Pipelines - **(2020)** [openshift.com: Keep Your Applications Secure With Automatic Rebuilds](https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebuilds) 🌟🌟 [COMMUNITY-TOOL] β€” An engineering deep-dive into configuring automatic application rebuilds in Red Hat OpenShift. It describes the design patterns where security patches in base container images trigger CI/CD builds for downstream workloads. @@ -33,12 +110,11 @@ #### Enterprise Platforms - - **(2026)** [**Quay.io**](https://quay.io) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly secure, enterprise-ready container registry platform providing advanced geo-replication, vulnerability scanning via Clair, and multi-tenant authentication patterns. It integrates natively with Red Hat ecosystem tooling. - - **(2022)** [Quay 3.1 Certified Operator is not available in Openshift and must be purchased](https://www.redhat.com/en/technologies/cloud-computing/quay) 🌟 [COMMUNITY-TOOL] β€” An official overview of Red Hat Quay subscription models, outlining security policies, vulnerability scanning integrations, and platform scaling mechanisms for multi-cluster enterprise deployments. + - [Quay.io](https://quay.io) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A highly secure, enterprise-ready container registry platform providing advanced geo-replication, vulnerability scanning via Clair, and multi-tenant authentication patterns. It integrates natively with Red Hat ecosystem tooling. #### Open Source Initiatives - - **(2019)** [Red Hat Introduces open source Project Quay container registry](https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-container-registry) 🌟 [COMMUNITY-TOOL] β€” A historical press release from Red Hat explaining the architectural transition and open-sourcing of Project Quay, detailing its integration into standard enterprise container management stacks. + - [Red Hat Introduces open source Project Quay container registry](https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-container-registry) [COMMUNITY-TOOL] β€” A historical press release from Red Hat explaining the architectural transition and open-sourcing of Project Quay, detailing its integration into standard enterprise container management stacks. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) | [Openshift](./openshift.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/openshift-pipelines.md b/v2-docs/openshift-pipelines.md index d0919fe5..91598d36 100644 --- a/v2-docs/openshift-pipelines.md +++ b/v2-docs/openshift-pipelines.md @@ -3,51 +3,52 @@ !!! info "Architectural Context" Detailed reference for Openshift Pipelines in the context of Engineering Pipeline. +## Standard Reference + + - [slideshare.net: CI/CD with Openshift and Jenkins 🌟](https://www.slideshare.net/arilivigni/cicd-with-openshift-and-jenkins) [COMMUNITY-TOOL] + ## Hybrid Cloud and Enterprise ### OpenShift #### Pipelines and CI CD - - **(2021)** [**github.com/openshift/pipelines-tutorial**](https://github.com/openshift/pipelines-tutorial) ⭐ 322 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Curator Insight: The primary repository used for training developers on utilizing Tekton triggers and tasks in OpenShift. -Live Grounding: Serves as an excellent hands-on lab environment for configuring Tasks, Pipelines, PipelineRuns, and EventListeners using the OpenShift Pipelines CLI. - - **(2020)** [OpenShift Container Pipelines Samples 🌟](https://github.com/redhat-cop/container-pipelines) ⭐ 160 🌟🌟🌟 [LEGACY] β€” Curator Insight: An educational reference repository containing sample pipelines for Red Hat OpenShift Container Platform. -Live Grounding: Represents historical approaches to Jenkins and Tekton configurations in OCP 3/4 environments. Highly useful as a legacy blueprint reference, but superseded by official Red Hat OpenShift Pipelines operators. - - **(2020)** [OpenShift Pipeline Library 🌟](https://github.com/redhat-cop/pipeline-library) ⭐ 51 [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight: A collection of shared pipeline libraries for Jenkins implementations on OpenShift. -Live Grounding: While it contains modular Jenkins steps tailored to OpenShift environments, it has limited recent commits. Most enterprise workflows have migrated to native Tekton or declarative Argo CD paths. - - **(2020)** [github: OpenShift Pipelines Node.js Tutorial](https://github.com/csantanapr/faststart2020-pipelines-lab) ⭐ 5 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: A specialized, quick-start tutorial targeting Node.js deployments with OpenShift Pipelines. -Live Grounding: Illustrates how to configure a build-and-deploy pipeline using standard Node.js source code, demonstrating Source-to-Image capabilities within the Tekton framework. - - **(2020)** [developers.redhat.com: Modern web applications on OpenShift, Part 4: Openshift Pipelines](https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines) [COMMUNITY-TOOL] β€” Curator Insight: Part 4 of a developer series focusing on deployment pipelines for modern JavaScript web applications. -Live Grounding: Provides practical code examples of utilizing Tekton for building and serving front-end assets on OpenShift, utilizing lightweight Nginx containers. + - **(2020)** [openshift.com: Cloud-Native CI/CD with OpenShift Pipelines based on Tekton](https://www.redhat.com/en/blog/cloud-native-ci-cd-with-openshift-pipelines) [COMMUNITY-TOOL] β€” Curator Insight: An official Red Hat announcement outlining OpenShift Pipelines, the managed implementation of Tekton. +Live Grounding: Details the shift from centralized Jenkins controllers to decoupled, cloud-native container steps executing inside Kubernetes Pods, providing superior resource usage and auto-scaling. - **(2020)** [openshift.com: OpenShift Pipelines Advanced Triggers Part 1 - Triggering Different Project Builds in the Same Repository](https://www.redhat.com/en/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: Deep-dive blog on designing advanced Tekton triggers for complex repository topologies. Live Grounding: Instructs users on using Interceptors and EventListeners to run different pipelines when updates are detected inside a unified monorepo. - - **(2019)** [developers.redhat.com - Get started with Jenkins CI/CD in Red Hat OpenShift 4](https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4) [COMMUNITY-TOOL] β€” Curator Insight: A technical guide focused on setting up traditional Jenkins CI/CD servers inside OpenShift 4. -Live Grounding: Details the deployment of the OpenShift Jenkins Client Plug-in. It provides historical context on OpenShift Jenkins sync configurations before the cloud-native transition to Tekton. - **(2019)** [Simply Explained: OpenShift and Jenkins Pipelines](https://www.redhat.com/en/blog/jenkins-pipelines) [COMMUNITY-TOOL] β€” Curator Insight: A high-level exploratory blog explaining the integration benefits of Jenkins Pipelines inside OpenShift namespaces. Live Grounding: Focuses on explaining the fundamental differences between local Jenkins setups and cloud-managed agent clusters run on Kubernetes worker nodes. + - [OpenShift Container Pipelines Samples 🌟](https://github.com/redhat-cop/container-pipelines) ⭐ 160 [LEGACY] β€” Curator Insight: An educational reference repository containing sample pipelines for Red Hat OpenShift Container Platform. +Live Grounding: Represents historical approaches to Jenkins and Tekton configurations in OCP 3/4 environments. Highly useful as a legacy blueprint reference, but superseded by official Red Hat OpenShift Pipelines operators. + - [OpenShift Pipeline Library 🌟](https://github.com/redhat-cop/pipeline-library) ⭐ 51 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight: A collection of shared pipeline libraries for Jenkins implementations on OpenShift. +Live Grounding: While it contains modular Jenkins steps tailored to OpenShift environments, it has limited recent commits. Most enterprise workflows have migrated to native Tekton or declarative Argo CD paths. + - [developers.redhat.com - Get started with Jenkins CI/CD in Red Hat OpenShift 4](https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4) [COMMUNITY-TOOL] β€” Curator Insight: A technical guide focused on setting up traditional Jenkins CI/CD servers inside OpenShift 4. +Live Grounding: Details the deployment of the OpenShift Jenkins Client Plug-in. It provides historical context on OpenShift Jenkins sync configurations before the cloud-native transition to Tekton. + - [github: OpenShift Pipelines Node.js Tutorial](https://github.com/csantanapr/faststart2020-pipelines-lab) ⭐ 5 [COMMUNITY-TOOL] [GUIDE] β€” Curator Insight: A specialized, quick-start tutorial targeting Node.js deployments with OpenShift Pipelines. +Live Grounding: Illustrates how to configure a build-and-deploy pipeline using standard Node.js source code, demonstrating Source-to-Image capabilities within the Tekton framework. + - [developers.redhat.com: Modern web applications on OpenShift, Part 4: Openshift' Pipelines](https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines) [COMMUNITY-TOOL] β€” Curator Insight: Part 4 of a developer series focusing on deployment pipelines for modern JavaScript web applications. +Live Grounding: Provides practical code examples of utilizing Tekton for building and serving front-end assets on OpenShift, utilizing lightweight Nginx containers. ## Red Hat OpenShift ### CI-CD Pipelines #### Architecture - - **(2018)** [slideshare.net: OpenShift Container Platform CI/CD Build & Deploy 🌟](https://www.slideshare.net/mozillabros/openshift-container-platform-cicd-build-deploy) [EN CONTENT] [COMMUNITY-TOOL] β€” Structured presentation breaking down multi-stage Continuous Integration and Continuous Deployment processes across OpenShift platforms. Covers Source-to-Image architectures, Jenkins plugins, and blue-green pipeline design. + - [slideshare.net: OpenShift Container Platform CI/CD Build & Deploy 🌟](https://www.slideshare.net/mozillabros/openshift-container-platform-cicd-build-deploy) [EN CONTENT] [COMMUNITY-TOOL] β€” Structured presentation breaking down multi-stage Continuous Integration and Continuous Deployment processes across OpenShift platforms. Covers Source-to-Image architectures, Jenkins plugins, and blue-green pipeline design. #### GitHub Actions - - **(2020)** [developers.redhat.com: OpenShift Actions: Deploy to Red Hat OpenShift directly from your GitHub repository](https://developers.redhat.com/blog/2020/02/13/openshift-actions-deploy-to-red-hat-openshift-directly-from-your-github-repository) [EN CONTENT] [COMMUNITY-TOOL] β€” Detailed instructional guide describing the integration of GitHub Actions runners with OpenShift API end-points. Facilitates smooth continuous deployment routines by using native OpenShift actions directly within external workflows. + - [developers.redhat.com: OpenShift Actions: Deploy to Red Hat OpenShift directly' from your GitHub repository](https://developers.redhat.com/blog/2020/02/13/openshift-actions-deploy-to-red-hat-openshift-directly-from-your-github-repository) [EN CONTENT] [COMMUNITY-TOOL] β€” Detailed instructional guide describing the integration of GitHub Actions runners with OpenShift API end-points. Facilitates smooth continuous deployment routines by using native OpenShift actions directly within external workflows. #### Java Integrations - **(2018)** [CI/CD with fabric8](http://fabric8.io/guide/cdelivery.html) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Archive documentation specifying continuous delivery workflows, pipelines, and integrations built around early Fabric8 architectures. Useful for maintaining or migrating older Java deployments in enterprise settings. #### Jenkins Ecosystem - - **(2018)** [**github - using jenkins pipelines with OKD**](https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline) ⭐ 8654 [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Repository detailing baseline code configurations, sample pipelines, and deployment manifests engineered to execute scripted Jenkins procedures inside early versions of the OKD community container platform. - - **(2018)** [Jenkins Docker Image for Openshift v3](https://github.com/openshift/jenkins) ⭐ 260 [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Base image definition and custom wrappers designed to run stable Jenkins instances natively within OpenShift v3 clusters. Optimizes master-agent lifecycles, permissions, and localized source-to-image deployments inside early OpenShift platforms. - - **(2018)** [Fabric8 Pipeline Library](https://github.com/fabric8io/fabric8-pipeline-library) ⭐ 436 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟 [LEGACY] β€” A reusable Jenkins Pipeline helper library that supports automated environments, build phases, and release setups within OpenShift frameworks. It is largely deprecated, superseded by modern Jenkins plugins or native Tekton pipelines. - - **(2018)** [github.com/siamaksade/jenkins-blueocean](https://github.com/siamaksade/jenkins-blueocean) [EN CONTENT] 🌟 [COMMUNITY-TOOL] β€” Utility repository hosting configurations to deploy Jenkins Blue Ocean configurations instantly within early Red Hat OpenShift Container Platform environments. Serves as a reference setup for visualized pipeline states. - **(2018)** [blog.openshift.com: Deploying jenkins on openshift - part 1](https://www.redhat.com/en/blog/deploying-jenkins-on-openshift-part-1) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores the baseline deployment strategy for standing up Jenkins nodes within OpenShift namespaces. Deeply reviews network configurations, service accounts, and route declarations to enable external webhook communications. - - **(2018)** [cloudowski.com: Jenkins on OpenShift - how to use and customize it in a cloud-native way 🌟](https://cloudowski.com/articles/jenkins-on-openshift) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores Cloud-Native custom Jenkins practices optimized specifically for OpenShift environments. Introduces the application of dynamic pod templates, native storage classes, and OAuth-based authentication to maximize pipeline resilience. - **(2018)** [blog.openshift.com: Improving jenkins performance on openshift - part 2](https://www.redhat.com/en/blog/improving-jenkins-performance-on-openshift-part-2) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Focuses on maximizing execution speed, tuning garbage collection, allocating resource requests and limits, and resolving scaling bottlenecks in OpenShift Jenkins deployments. Offers proven optimization recipes for larger scale organizations. - - **(2016)** [slideshare.net: CI/CD with Openshift and Jenkins 🌟](https://www.slideshare.net/slideshow/cicd-with-openshift-and-jenkins/57944430) [EN CONTENT] [LEGACY] β€” Historical slide collection detailing standard Continuous Integration patterns on OpenShift using custom-built Jenkins controllers. Evaluates legacy deployment triggers and localized container build flows. + - [Jenkins Docker Image for Openshift v3](https://github.com/openshift/jenkins) ⭐ 260 [EN CONTENT] [COMMUNITY-TOOL] β€” Base image definition and custom wrappers designed to run stable Jenkins instances natively within OpenShift v3 clusters. Optimizes master-agent lifecycles, permissions, and localized source-to-image deployments inside early OpenShift platforms. + - [cloudowski.com: Jenkins on OpenShift - how to use and customize it in a' cloud-native way 🌟](https://cloudowski.com/articles/jenkins-on-openshift) [EN CONTENT] [COMMUNITY-TOOL] β€” Explores Cloud-Native custom Jenkins practices optimized specifically for OpenShift environments. Introduces the application of dynamic pod templates, native storage classes, and OAuth-based authentication to maximize pipeline resilience. + - [Fabric8 Pipeline Library](https://github.com/fabric8io/fabric8-pipeline-library) ⭐ 436 [EN CONTENT] [ADVANCED LEVEL] [LEGACY] β€” A reusable Jenkins Pipeline helper library that supports automated environments, build phases, and release setups within OpenShift frameworks. It is largely deprecated, superseded by modern Jenkins plugins or native Tekton pipelines. #### Multi-Cluster Deployments - **(2018)** [blog.openshift.com: Deploying OpenShift Applications to Multiple Datacenters (with Jenkins)](https://www.redhat.com/en/blog/deploying-openshift-applications-multiple-datacenters) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides high-level operational advice for utilizing Jenkins pipelines to orchestrate, sync, and validate application deployments across disparate, multi-region OpenShift datacenters. @@ -55,16 +56,16 @@ Live Grounding: Focuses on explaining the fundamental differences between local #### CLI Utilities - - **(2025)** [**ODO: OpenShift Command line for Developers 🌟**](https://github.com/redhat-developer/odo) ⭐ 842 [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A developer-focused CLI utility for writing, deploying, and debugging cloud-native software directly on OpenShift and general Kubernetes clusters. Cuts deployment friction by enabling developers to focus on active code rather than complex Kubernetes YAML constructs. - - **(2021)** [piotrminkowski.com: Java Development on OpenShift with odo](https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo) [EN CONTENT] [COMMUNITY-TOOL] β€” Outlines Java development pipelines deploying to OpenShift with odo. Demonstrates hot reloading patterns, live-debugging on remote pods, and utilizing Quarkus or Spring Boot container templates. - - **(2020)** [developers.redhat.com: Enterprise Kubernetes development with odo: The CLI tool for developers](https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers) [EN CONTENT] [COMMUNITY-TOOL] β€” Introduces the 'odo' command-line application to software engineers targeting Kubernetes clusters. Details workflow optimizations, container build speedups, and localized debugging patterns. - - **(2020)** [developers.redhat.com: Kubernetes integration and more in odo 2.0](https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses major enhancements in 'odo 2.0', highlighting strict Devfile standards support and the capability to deploy to arbitrary Kubernetes engines instead of being isolated to OpenShift clusters. + - [ODO: OpenShift Command line for Developers 🌟](https://github.com/redhat-developer/odo) ⭐ 842 [EN CONTENT] [ENTERPRISE-STABLE] β€” A developer-focused CLI utility for writing, deploying, and debugging cloud-native software directly on OpenShift and general Kubernetes clusters. Cuts deployment friction by enabling developers to focus on active code rather than complex Kubernetes YAML constructs. + - [developers.redhat.com: Enterprise Kubernetes development with odo: The CLI' tool for developers](https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers) [EN CONTENT] [COMMUNITY-TOOL] β€” Introduces the 'odo' command-line application to software engineers targeting Kubernetes clusters. Details workflow optimizations, container build speedups, and localized debugging patterns. + - [developers.redhat.com: Kubernetes integration and more in odo 2.0](https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0) [EN CONTENT] [COMMUNITY-TOOL] β€” Discusses major enhancements in 'odo 2.0', highlighting strict Devfile standards support and the capability to deploy to arbitrary Kubernetes engines instead of being isolated to OpenShift clusters. + - [piotrminkowski.com: Java Development on OpenShift with odo](https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo) [EN CONTENT] [COMMUNITY-TOOL] β€” Outlines Java development pipelines deploying to OpenShift with odo. Demonstrates hot reloading patterns, live-debugging on remote pods, and utilizing Quarkus or Spring Boot container templates. #### Devfiles - - **(2021)** [developers.redhat.com: Developing your own custom devfiles for odo 2.0](https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Thorough explanation of structuring, writing, and applying custom Devfiles within the odo ecosystem to mandate unified container development environments across large engineering divisions. + - [developers.redhat.com: Developing your own custom devfiles for odo 2.0](https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Thorough explanation of structuring, writing, and applying custom Devfiles within the odo ecosystem to mandate unified container development environments across large engineering divisions. #### Source-to-Image - - **(2018)** [developers.redhat.com - S2i](https://developers.redhat.com/blog/2018/09/26/source-versus-binary-s2i-workflows-with-red-hat-openshift-application-runtimes) [EN CONTENT] [COMMUNITY-TOOL] β€” Delivers technical insight on Source-to-Image (S2I) execution modes, comparing continuous deployment direct from code versus deploying pre-compiled binaries via specialized pipelines inside Red Hat runtimes. + - [developers.redhat.com - S2i](https://developers.redhat.com/blog/2018/09/26/source-versus-binary-s2i-workflows-with-red-hat-openshift-application-runtimes) [EN CONTENT] [COMMUNITY-TOOL] β€” Delivers technical insight on Source-to-Image (S2I) execution modes, comparing continuous deployment direct from code versus deploying pre-compiled binaries via specialized pipelines inside Red Hat runtimes. ### Security #### Continuous Delivery Security @@ -72,5 +73,5 @@ Live Grounding: Focuses on explaining the fundamental differences between local - **(2021)** [openshift.com: Using OpenShift Pipelines to Automate Red Hat Advanced Cluster Security for Kubernetes](https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines deployment strategies of Red Hat Advanced Cluster Security (RHACS) directly into Tekton-based OpenShift Pipelines. Demonstrates early container image scanning, compliance validations, and proactive security gate blocking. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Argo](./argo.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) diff --git a/v2-docs/openshift.md b/v2-docs/openshift.md index dde33cf5..47667dfe 100644 --- a/v2-docs/openshift.md +++ b/v2-docs/openshift.md @@ -3,35 +3,33 @@ !!! info "Architectural Context" Detailed reference for Openshift in the context of The Container Stack. -## Cloud Infrastructure +## Standard Reference -### Kubernetes Distributions + - [developers.redhat.com 🌟](https://developers.redhat.com) [COMMUNITY-TOOL] + - [OpenShift Commons](https://commons.openshift.org) [COMMUNITY-TOOL] + - [OpenShift in DockerHub](https://hub.docker.com/u/openshift) [COMMUNITY-TOOL] + - [twitch.tv/redhatopenshift](https://www.twitch.tv/redhatopenshift) [COMMUNITY-TOOL] + - [O’Reilly: Free ebook: **Kubernetes Operators: Automating the Container Orchestration' Platform**](https://www.redhat.com/en/resources/oreilly-kubernetes-operators-automation-ebook) [COMMUNITY-TOOL] + - [Manning: **Openshift in action**](https://www.manning.com/books/openshift-in-action) [COMMUNITY-TOOL] + - [Kubernetes e-Books](https://awesome-kubernetes.readthedocs.io/kubernetes/#e-books) [COMMUNITY-TOOL] + - [github.com/redhatdemocentral: OpenShift Container Platform Install Demo' 🌟](https://github.com/redhatdemocentral/ocp-install-demo) [COMMUNITY-TOOL] + - [schabell.org: Cloud-native development - A blueprint 🌟](https://www.schabell.org/2020/05/cloud-native-development-a-blueprint.html) [COMMUNITY-TOOL] + - [gitlab.com: Project Examples](https://gitlab.com/redhatdemocentral/portfolio-architecture-examples) [COMMUNITY-TOOL] + - [youtube.com: OpenShift Origin is now OKD. Installation of OKD 3.10 from' start to finish](https://www.youtube.com/watch?v=ZkFIozGY0IA) [COMMUNITY-TOOL] + - [Install RedHat OKD 3.10 on your development box:](https://github.com/gshipley/installcentos) [COMMUNITY-TOOL] + - [github.com/openshift/installer openshift installer 🌟](https://github.com/openshift/installer) ⭐ 1546 [COMMUNITY-TOOL] + - [youtube: Deploy OpenShift 4 to vSphere using OpenShift's UPI](https://www.youtube.com/watch?v=DLB9m17aGus) [COMMUNITY-TOOL] + - [Using sidecars to analyze and debug network traffic in OpenShift and Kubernetes pods](https://developers.redhat.com/blog/2019/02/27/sidecars-analyze-debug-network-traffic-kubernetes-pod) [COMMUNITY-TOOL] + - [developers.redhat.com: Skupper.io: Let your services communicate across' Kubernetes clusters](https://developers.redhat.com/blog/2020/01/01/skupper-io-let-your-services-communicate-across-kubernetes-clusters) [COMMUNITY-TOOL] + - [itnext.io: Adding security layers to your App on OpenShift β€” Part 1: Deployment' and TLS Ingress 🌟](https://itnext.io/adding-security-layers-to-your-app-on-openshift-part-1-deployment-and-tls-ingress-9ef752835599) [COMMUNITY-TOOL] + - [github.com/sclorg/](https://github.com/sclorg) [COMMUNITY-TOOL] + - [github.com/sclorg/mariadb-container](https://github.com/sclorg/mariadb-container) ⭐ 32 [COMMUNITY-TOOL] + - [hub.docker.com/r/sonatype/nexus3/](https://hub.docker.com/r/sonatype/nexus3) [COMMUNITY-TOOL] + - [opensource.com: Why choose Rocket.Chat for your open source chat tool](https://opensource.com/article/22/1/rocketchat-data-privacy) [COMMUNITY-TOOL] + - [Red Hat OpenShift Dedicated price reduction: Price lowered by 75% on average,' SLA improved to 99.95% 🌟](https://www.redhat.com/en/blog/red-hat-openshift-dedicated-price-reduction) [COMMUNITY-TOOL] + - [Awesome Openshift 2](https://github.com/oscp/awesome-openshift3) ⭐ 27 [COMMUNITY-TOOL] -#### Enterprise Platforms - - - **(2026)** [==OKD==](https://okd.io) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” OKD is the open-source upstream community distribution of Red Hat OpenShift, fully integrating containerized virtualization, developer tools, and operators. Built on Fedora CoreOS, OKD provides cloud architects with a platform-as-a-service engine optimized for continuous deployment and complex multi-tenant operations. -## Education - -### Interactive Learning - -#### Platforms - - - **(2022)** [katacoda.com](https://www.katacoda.com) 🌟 [LEGACY] β€” Formerly the premier interactive browser-based terminal platform for testing and learning Kubernetes, Docker, and Linux configuration on-demand. Live Grounding indicates the platform was retired by O'Reilly, rendering it a legacy archive link. -## Observability and Performance - -### Kubernetes Internals - -#### Autotuning - - - **(2025)** [How Kruize Optimizes OpenShift Workloads](https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads#what_is_kruize_autotune_) [EN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides a comprehensive overview of how Kruize Autotune optimizes resource efficiency in OpenShift and Kubernetes workloads. Evaluates real-time scaling mechanisms and automated recommendations to reduce resource waste. -## Training and Certification - -### Red Hat Ecosystem - -#### Learning Platforms - - - **(2026)** [Red Hat Training & Certification Community](https://access.redhat.com/community/learn) [COMMUNITY-TOOL] β€” Official educational resources and certification preparation portal curated by Red Hat. Serves as a vital reference for mastering OpenShift and enterprise Linux engineering architectures. --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/oraclecloud.md b/v2-docs/oraclecloud.md index 307ea02a..d5f56b27 100644 --- a/v2-docs/oraclecloud.md +++ b/v2-docs/oraclecloud.md @@ -9,7 +9,7 @@ #### Database Access - - **(2022)** [thatjeffsmith.com: Best Practices: REST APIs for your Database {Draft!}](http://www.thatjeffsmith.com/archive/2022/02/best-practices-rest-apis-for-your-database-draft) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides architectural design patterns for exposing relational databases securely via REST APIs using Oracle REST Data Services. Addresses JSON serialization, connection pooling, and endpoint security protocols. + - [thatjeffsmith.com: Best Practices: REST APIs for your Database {Draft!}](http://www.thatjeffsmith.com/archive/2022/02/best-practices-rest-apis-for-your-database-draft) [COMMUNITY-TOOL] β€” Provides architectural design patterns for exposing relational databases securely via REST APIs using Oracle REST Data Services. Addresses JSON serialization, connection pooling, and endpoint security protocols. ## Platform Engineering ### Infrastructure @@ -19,14 +19,14 @@ - **(2023)** [Oracle Cloud Infrastructure (OCI)](https://docs.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explains the design patterns of Oracle's Bare Metal infrastructure. Details extreme I/O capabilities, network virtualization, and hardware isolation features suited for high-density Kubernetes nodes. #### Infrastructure as Code - - **(2022)** [docs.oracle.com: Overview of Resource Manager](https://docs.oracle.com/en-us/iaas/Content/ResourceManager/Concepts/resourcemanager.htm) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Introduces Oracle Resource Manager, a managed infrastructure-as-code platform based on Terraform. Demonstrates automated provisioning workflows for deploying OKE clusters and network security constructs. + - [docs.oracle.com: Overview of Resource Manager](https://docs.oracle.com/en-us/iaas/Content/ResourceManager/Concepts/resourcemanager.htm) [COMMUNITY-TOOL] β€” Introduces Oracle Resource Manager, a managed infrastructure-as-code platform based on Terraform. Demonstrates automated provisioning workflows for deploying OKE clusters and network security constructs. #### Managed Kubernetes - **(2024)** [**Oracle Container Engine for Kubernetes (OKE)**](https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Primary product guide for Oracle Container Engine for Kubernetes. Outlines high-availability architectures, serverless node pools, security boundaries, and deep integrations with OCI identity networks. #### Oracle Ecosystem - - **(2024)** [**github.com/oracle**](https://github.com/oracle) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The primary open-source hub for Oracle's cloud-native integrations. Hosts projects like OCI Cloud Controller Manager, CSI plugins, and deployment tools designed for enterprise container infrastructure. + - [github.com/oracle](https://github.com/oracle) [ENTERPRISE-STABLE] β€” The primary open-source hub for Oracle's cloud-native integrations. Hosts projects like OCI Cloud Controller Manager, CSI plugins, and deployment tools designed for enterprise container infrastructure. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/other-awesome-lists.md b/v2-docs/other-awesome-lists.md new file mode 100644 index 00000000..bba9ce11 --- /dev/null +++ b/v2-docs/other-awesome-lists.md @@ -0,0 +1,99 @@ +# Other Awesome Lists + +!!! info "Architectural Context" + Detailed reference for Other Awesome Lists in the context of Architectural Foundations. + +## Standard Reference + + - [@sindresorhus' Awesome](https://github.com/sindresorhus/awesome) ⭐ 468957 [DE FACTO STANDARD] + - [@ramitsurana' Awesome Kubernetes](https://ramitsurana.github.io/awesome-kubernetes) [COMMUNITY-TOOL] + - [tomhuang12: Awesome Kubernetes Resources](https://github.com/tomhuang12/awesome-k8s-resources) ⭐ 4146 [ENTERPRISE-STABLE] + - [@jk8s' Awesome Kubernetes](https://github.com/jk8s/awesome-kubernetes) [COMMUNITY-TOOL] + - [magnologan/awesome-k8s-security: Awesome Kubernetes (K8s) Security 🌟](https://github.com/magnologan/awesome-k8s-security) [COMMUNITY-TOOL] + - [ksoclabs/awesome-kubernetes-security 🌟](https://github.com/ksoclabs/awesome-kubernetes-security) [COMMUNITY-TOOL] + - [rootsongjc/awesome-cloud-native 🌟](https://github.com/rootsongjc/awesome-cloud-native) ⭐ 2404 [COMMUNITY-TOOL] + - [run-x/awesome-kubernetes](https://github.com/run-x/awesome-kubernetes) ⭐ 377 [COMMUNITY-TOOL] + - [clusterpedia-io/clusterpedia 🌟](https://github.com/clusterpedia-io/clusterpedia) ⭐ 869 [COMMUNITY-TOOL] + - [fairwinds.com: Top 12 Kubernetes Resources: Learn and Stay Up-to-Date](https://www.fairwinds.com/blog/top-12-kubernetes-resources) [COMMUNITY-TOOL] + - [github.com/joseadanof: Awesome Cloud Native Trainings](https://github.com/joseadanof/awesome-cloudnative-trainings) [COMMUNITY-TOOL] + - [github.com/calvin-puram: Awesome Kubernetes Operator Resources](https://github.com/calvin-puram/awesome-kubernetes-operator-resources) ⭐ 245 [COMMUNITY-TOOL] + - [free-for.dev 🌟](https://free-for.dev) [COMMUNITY-TOOL] + - [Awesome Container](https://github.com/tcnksm/awesome-container) ⭐ 174 [COMMUNITY-TOOL] + - [Awesome Productivity](https://github.com/jyguyomarch/awesome-productivity) ⭐ 3226 [ENTERPRISE-STABLE] + - [Awesome Linux](https://github.com/inputsh/awesome-linux) ⭐ 5024 [ENTERPRISE-STABLE] + - [The Book of Secret Knowledge 🌟](https://github.com/trimstray/the-book-of-secret-knowledge) ⭐ 222882 [DE FACTO STANDARD] + - [Awesome Scalability](https://github.com/binhnguyennus/awesome-scalability) ⭐ 71159 [DE FACTO STANDARD] + - [How they SRE](https://github.com/upgundecha/howtheysre) ⭐ 9723 [ENTERPRISE-STABLE] + - [Tech Interview Handbook](https://github.com/yangshun/tech-interview-handbook) ⭐ 139662 [DE FACTO STANDARD] + - [unixorn/awesome-zsh-plugins](https://github.com/unixorn/awesome-zsh-plugins) ⭐ 17712 [DE FACTO STANDARD] + - [developer-guy/awesome-falco](https://github.com/developer-guy/awesome-falco) [COMMUNITY-TOOL] + - [runacapital/awesome-oss-alternatives: Awesome open-source alternatives to' SaaS 🌟](https://github.com/runacapital/awesome-oss-alternatives) ⭐ 19131 [DE FACTO STANDARD] + - [awesome-architecture.com: 🎨 Awesome Software Architecture 🌟](https://awesome-architecture.com) [COMMUNITY-TOOL] + - [lorien/awesome-web-scraping: Awesome Web Scraping](https://github.com/lorien/awesome-web-scraping) ⭐ 7908 [ENTERPRISE-STABLE] + - [developer.hashicorp.com 🌟](https://developer.hashicorp.com) [COMMUNITY-TOOL] + - [github.com/iximiuz: Awesome Container Tinkering](https://github.com/iximiuz/awesome-container-tinkering) ⭐ 713 [COMMUNITY-TOOL] + - [github.com/ran-isenberg: AWS Lambda Handler Cookbook (Python) 🌟](https://github.com/ran-isenberg/aws-lambda-handler-cookbook) ⭐ 680 [COMMUNITY-TOOL] + - [koslib/awesome-containerized-security 🌟](https://github.com/koslib/awesome-containerized-security) [COMMUNITY-TOOL] + - [github.com/Noovolari/awesome-cloudops: Awesome CloudOps](https://github.com/Noovolari/awesome-cloudops) [COMMUNITY-TOOL] + - [github.com/collections/learn-to-code 🌟](https://github.com/collections/learn-to-code) [COMMUNITY-TOOL] + - [github.com/palark/awesome-devops-telegram: Awesome DevOps Telegram](https://github.com/palark/awesome-devops-telegram) [COMMUNITY-TOOL] + - [github.com/terrytangyuan/awesome-kubeflow: Awesome Kubeflow 🌟](https://github.com/terrytangyuan/awesome-kubeflow) ⭐ 227 [COMMUNITY-TOOL] + - [Awesome Project Management](https://github.com/shahedbd/awesome-project-management) ⭐ 748 [COMMUNITY-TOOL] + - [Awesome Agile](https://github.com/lorabv/awesome-agile) ⭐ 1473 [COMMUNITY-TOOL] + - [rayfrankenstein/AITOW: #AgileKillsKittens (or Agile In Their Own Words:' The Problem With Agile & Scrum)](https://github.com/rayfrankenstein/AITOW) [COMMUNITY-TOOL] + - [Awesome SysAdmin](https://github.com/kahun/awesome-sysadmin) ⭐ 24290 [DE FACTO STANDARD] + - [Awesome Cloud Native Java](https://github.com/saturnism/awesome-cloud-native-java) [COMMUNITY-TOOL] + - [Awesome Pipeline](https://github.com/pditommaso/awesome-pipeline) [COMMUNITY-TOOL] + - [Awesome Spinnaker](https://github.com/robzienert/awesome-spinnaker) ⭐ 13 [COMMUNITY-TOOL] + - [Awesome DevOps](https://github.com/awesome-soft/awesome-devops) ⭐ 517 [COMMUNITY-TOOL] + - [bregman-arie/devops-resources 🌟](https://github.com/bregman-arie/devops-resources) [COMMUNITY-TOOL] + - [andredesousa/devops-best-practices](https://github.com/andredesousa/devops-best-practices) ⭐ 52 [COMMUNITY-TOOL] + - [MichaelCade/90DaysOfDevOps 🌟](https://github.com/MichaelCade/90DaysOfDevOps) ⭐ 29474 [DE FACTO STANDARD] + - [sottlmarek/DevSecOps: Ultimate DevSecOps library 🌟](https://github.com/sottlmarek/DevSecOps) ⭐ 6731 [ENTERPRISE-STABLE] + - [hahwul/DevSecOps](https://github.com/hahwul/DevSecOps) ⭐ 2122 [COMMUNITY-TOOL] + - [Awesome-GitOps](https://github.com/weaveworks/awesome-gitops) ⭐ 1691 [COMMUNITY-TOOL] + - [gitops-resources](https://github.com/microtica/gitops-resources) [COMMUNITY-TOOL] + - [dastergon/awesome-sre](https://github.com/dastergon/awesome-sre) ⭐ 13223 [ENTERPRISE-STABLE] + - [SquadcastHub/awesome-sre-tools](https://github.com/SquadcastHub/awesome-sre-tools) ⭐ 1458 [COMMUNITY-TOOL] + - [mancubus77/awesome-sre](https://github.com/mancubus77/awesome-sre) ⭐ 3 [COMMUNITY-TOOL] + - [awesome-sre/awesome-sre](https://github.com/awesome-sre/awesome-sre) [COMMUNITY-TOOL] + - [Awesome microservices](https://github.com/mfornos/awesome-microservices) ⭐ 14297 [ENTERPRISE-STABLE] + - [akuity/awesome-argo 🌟](https://github.com/akuity/awesome-argo) ⭐ 2437 [COMMUNITY-TOOL] + - [github.com/adriannovegil/awesome-observability: Awesome Observability 🌟](https://github.com/adriannovegil/awesome-observability) ⭐ 630 [COMMUNITY-TOOL] + - [github.com/GoogleCloudPlatform/awesome-google-cloud: Awesome GCP](https://github.com/GoogleCloudPlatform/awesome-google-cloud) ⭐ 899 [COMMUNITY-TOOL] + - [github.com/kristofferandreasen/awesome-azure: Awesome Azure](https://github.com/kristofferandreasen/awesome-azure) [COMMUNITY-TOOL] + - [github.com/simhol/awesome-azure: Awesome Azure](https://github.com/simhol/awesome-azure) [COMMUNITY-TOOL] + - [github.com/jonleibowitz/awesome-digitalocean: Awesome Digital Ocean](https://github.com/jonleibowitz/awesome-digitalocean) ⭐ 376 [COMMUNITY-TOOL] + - [globalbao/awesome-azure-policy: AWESOME-Azure-Policy](https://github.com/globalbao/awesome-azure-policy) ⭐ 538 [COMMUNITY-TOOL] + - [github.com/toniblyx/my-arsenal-of-aws-security-tools](https://github.com/toniblyx/my-arsenal-of-aws-security-tools) ⭐ 9450 [ENTERPRISE-STABLE] + - [github.com/lukemurraynz/awesome-azure-architecture 🌟](https://github.com/lukemurraynz/awesome-azure-architecture) ⭐ 1695 [COMMUNITY-TOOL] + - [github.com/iam-veeramalla/Azure-zero-to-hero: Azure Zero to Hero Course](https://github.com/iam-veeramalla/Azure-zero-to-hero) ⭐ 5046 [ENTERPRISE-STABLE] + - [collabnix.github.io: Docker Extensions 🌟](https://collabnix.github.io/docker-community-extensions) [COMMUNITY-TOOL] + - [ElYusubov/AWESOME-Azure-Bicep: AWESOME Azure Bicep](https://github.com/ElYusubov/AWESOME-Azure-Bicep) ⭐ 424 [COMMUNITY-TOOL] + - [sbilly/awesome-security: Awesome Security](https://github.com/sbilly/awesome-security) ⭐ 14358 [ENTERPRISE-STABLE] + - [myugan/awesome-docker-security: Awesome Docker Security](https://github.com/myugan/awesome-docker-security) ⭐ 717 [COMMUNITY-TOOL] + - [github.com/tldrsec/awesome-secure-defaults](https://github.com/tldrsec/awesome-secure-defaults) [COMMUNITY-TOOL] + - [Awesome Test Automation](https://github.com/atinfo/awesome-test-automation) [COMMUNITY-TOOL] + - [Awesome Testing](https://github.com/TheJambo/awesome-testing) ⭐ 2270 [COMMUNITY-TOOL] + - [Awesome Testing code snippets](https://github.com/slawekradzyminski/AwesomeTesting) [COMMUNITY-TOOL] + - [Awesome JMeter](https://github.com/aliesbelik/awesome-jmeter) ⭐ 787 [COMMUNITY-TOOL] + - [Awesome API Management Tools](https://github.com/mailtoharshit/Awesome-Api-Management-Tools) ⭐ 86 [COMMUNITY-TOOL] + - [Awesome API Gateway](https://github.com/yangtao309/awesome-api-gateway) [COMMUNITY-TOOL] + - [Awesome Visual Studio Code](https://github.com/viatsko/awesome-vscode) ⭐ 28668 [DE FACTO STANDARD] + - [Awesome Python 🌟](https://github.com/vinta/awesome-python) ⭐ 298980 [DE FACTO STANDARD] + - [Awesome Java 🌟](https://github.com/akullpp/awesome-java) ⭐ 48005 [DE FACTO STANDARD] + - [Awesome Angular](https://github.com/PatrickJS/awesome-angular) ⭐ 10017 [ENTERPRISE-STABLE] + - [thangchung/awesome-dotnet-core](https://github.com/thangchung/awesome-dotnet-core) [COMMUNITY-TOOL] + - [github.com/charlax/professional-programming: A collection of full-stack' resources for programmers 🌟](https://github.com/charlax/professional-programming) ⭐ 50998 [DE FACTO STANDARD] + - [Bash and Expect Snippets](https://www.igoroseledko.com/bash-and-expect-snippets) [COMMUNITY-TOOL] + - [janikvonrotz/awesome-powershell](https://github.com/janikvonrotz/awesome-powershell) ⭐ 5391 [ENTERPRISE-STABLE] + - [awesomerank.github.io: janikvonrotz/awesome-powershell](https://awesomerank.github.io/lists/janikvonrotz/awesome-powershell.html) [COMMUNITY-TOOL] + - [visenger/awesome-mlops: Awesome MLOps](https://github.com/visenger/awesome-mlops) [COMMUNITY-TOOL] + - [github.com/DataExpert-io/data-engineer-handbook 🌟](https://github.com/DataExpert-io/data-engineer-handbook) [COMMUNITY-TOOL] + - [opensource.builders](https://opensource.builders) [COMMUNITY-TOOL] + - [dev.to: Great GitHub repositories that developers love](https://dev.to/swordheath/great-github-repositories-that-developers-love-1g97) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) + diff --git a/v2-docs/performance-testing-with-jenkins-and-jmeter.md b/v2-docs/performance-testing-with-jenkins-and-jmeter.md index 8d90f74a..802a2d0c 100644 --- a/v2-docs/performance-testing-with-jenkins-and-jmeter.md +++ b/v2-docs/performance-testing-with-jenkins-and-jmeter.md @@ -9,10 +9,9 @@ #### GitHub Actions - - **(2022)** [thenewstack.io: Simple Load Testing with GitHub Actions](https://thenewstack.io/simple-load-testing-with-github-actions) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical guide for implementing low-overhead load testing routines within CI pipelines. Explores triggering synthetic benchmarks during typical code validation runs inside GitHub runners. + - [thenewstack.io: Simple Load Testing with GitHub Actions](https://thenewstack.io/simple-load-testing-with-github-actions) [EN CONTENT] [COMMUNITY-TOOL] β€” A practical guide for implementing low-overhead load testing routines within CI pipelines. Explores triggering synthetic benchmarks during typical code validation runs inside GitHub runners. #### Jenkins - - **(2024)** [performance-plugin](https://github.com/jenkinsci/performance-plugin) ⭐ 194 [EN CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A stable Jenkins CI plugin designed to ingest, compile, and visualize execution metrics from varied load-testing libraries including JMeter, Taurus, and JUnit. - [plugins.jenkins.io: gatling](https://plugins.jenkins.io/gatling) [EN CONTENT] [COMMUNITY-TOOL] β€” Integrates Gatling load simulation tests into modern Jenkins jobs. Features automated metrics visualization, pipeline validation, and conditional build-failing mechanisms. ## Observability and Performance @@ -23,9 +22,9 @@ - [youtube: JMeter API Performance Testing Tutorial 🌟](https://www.youtube.com/watch?v=8r5LYzUIepo) [EN CONTENT] [COMMUNITY-TOOL] β€” A rich step-by-step video tutorial demonstrating the creation and deployment of API performance tests. Focuses on payload modeling, validation assertions, and interpreting stress test metrics under high-throughput conditions. #### Cloud Platforms - - **(2021)** [azure.microsoft.com: Introducing Azure Load Testing: Optimize app performance at scale](https://azure.microsoft.com/en-us/blog/introducing-azure-load-testing-optimize-app-performance-at-scale) [EN CONTENT] [COMMUNITY-TOOL] β€” An informative product reveal detailing Azure Load Testing's architecture. Explains how it connects with Azure Monitor to surface service-side bottlenecks alongside synthetic request stats. - - **(2021)** [infoq.com: Microsoft Introduces a Fully-Managed Azure Load Testing Service in Preview](https://www.infoq.com/news/2021/12/azure-load-testing-preview) [EN CONTENT] [COMMUNITY-TOOL] β€” High-level overview of Microsoft’s fully-managed Azure Load Testing release. Illustrates how developers can leverage native cloud scaling to validate app reliability and discover performance boundaries. - [docs.microsoft.com: Azure Load Testing](https://learn.microsoft.com/en-us/azure/app-testing) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official portal documenting Microsoft Azure Load Testing, a fully managed performance validation platform that natively ingests JMeter tests to target complex cloud environments. + - [azure.microsoft.com: Introducing Azure Load Testing: Optimize app performance' at scale](https://azure.microsoft.com/en-us/blog/introducing-azure-load-testing-optimize-app-performance-at-scale) [EN CONTENT] [COMMUNITY-TOOL] β€” An informative product reveal detailing Azure Load Testing's architecture. Explains how it connects with Azure Monitor to surface service-side bottlenecks alongside synthetic request stats. + - [infoq.com: Microsoft Introduces a Fully-Managed Azure Load Testing Service' in Preview](https://www.infoq.com/news/2021/12/azure-load-testing-preview) [EN CONTENT] [COMMUNITY-TOOL] β€” High-level overview of Microsoft’s fully-managed Azure Load Testing release. Illustrates how developers can leverage native cloud scaling to validate app reliability and discover performance boundaries. #### Commercial Platforms - [octoperf.com](https://octoperf.com) [EN CONTENT] [COMMUNITY-TOOL] β€” An enterprise-grade SaaS platform enabling rapid cloud-native scaling of JMeter scripts. Provides simplified infrastructure setup, robust real-time analytics, and automated reporting out-of-the-box. @@ -35,27 +34,27 @@ - **(2016)** [JMeter Distributed Testing Step-by-step](https://venkatmatta.com/wp-content/uploads/2016/03/jmeter_distributed_testing_step_by_step.pdf) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A detailed execution manual outlining steps to orchestrate distributed JMeter server architectures. Teaches how to configure multiple remote load injectors managed by a master engine to bypass network bottlenecks. #### Load Testing - - **(2024)** [==tsenart/vegeta 🌟==](https://github.com/tsenart/vegeta) ⭐ 25040 [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Vegeta is an exceptionally fast, command-line HTTP load-testing library written in Go. Ideal for asserting constant request rates and visualizing detailed performance latencies under heavy loads. - - [**jmeter.apache.org**](https://jmeter.apache.org) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Apache JMeter is the industry standard for performing robust load tests across varied protocols (HTTP, FTP, SOAP, Database). Allows extensive functional testing and architectural load emulation. - - [**gatling.io**](https://gatling.io) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Gatling is an elite developer-centric performance benchmarking framework. Relies on an asynchronous engine built upon Netty and Akka to simulate massive loads using minimal system resources. - - [**Locust**](https://locust.io) [EN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Locust is a highly flexible, open-source distributed user simulation tool written in Python. Test behaviors are defined naturally as Python code, avoiding complex UI scripting configurations. - - **(2022)** [thenewstack.io: Simple HTTP Load Testing with SLOs](https://thenewstack.io/simple-http-load-testing-with-slos) [EN CONTENT] [COMMUNITY-TOOL] β€” A deep dive into managing performance validations by mapping assertions to specific SLO thresholds. Emphasizes maintaining strict error budgets during automated application updates. + - [jmeter.apache.org](https://jmeter.apache.org) [EN CONTENT] [ENTERPRISE-STABLE] β€” Apache JMeter is the industry standard for performing robust load tests across varied protocols (HTTP, FTP, SOAP, Database). Allows extensive functional testing and architectural load emulation. - [jmeter.apache.org: Best Practices](https://jmeter.apache.org/usermanual/best-practices.html) [EN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The official JMeter optimization playbook outlining key configuration standards. Focuses on minimizing CLI resource utilization, visual component overhead, and tuning JVM garbage collection for stable testing. - [tutorialspoint.com: JMeter Quick Guide](https://www.tutorialspoint.com/jmeter/pdf/jmeter_quick_guide.pdf) [EN CONTENT] [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A fundamental PDF reference covering JMeter elements, request structures, variables, assertions, and visualization. Acts as an excellent quick-reference material for performance engineers. - - [softwaretestingmagazine.com: Learning JMeter : Documentation, Tutorials, Videos](https://www.softwaretestingmagazine.com/tools/learning-jmeter-documentation-tutorials-videos) [EN CONTENT] [COMMUNITY-TOOL] β€” An aggregated knowledge index linking to advanced tutorials, video courses, and functional documentation designed to accelerate the learning curve for Apache JMeter load tests. + - [softwaretestingmagazine.com: Learning JMeter : Documentation, Tutorials,' Videos](https://www.softwaretestingmagazine.com/tools/learning-jmeter-documentation-tutorials-videos) [EN CONTENT] [COMMUNITY-TOOL] β€” An aggregated knowledge index linking to advanced tutorials, video courses, and functional documentation designed to accelerate the learning curve for Apache JMeter load tests. + - [gatling.io](https://gatling.io) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Gatling is an elite developer-centric performance benchmarking framework. Relies on an asynchronous engine built upon Netty and Akka to simulate massive loads using minimal system resources. + - [Locust](https://locust.io) [EN CONTENT] [ENTERPRISE-STABLE] β€” Locust is a highly flexible, open-source distributed user simulation tool written in Python. Test behaviors are defined naturally as Python code, avoiding complex UI scripting configurations. + - [thenewstack.io: Simple HTTP Load Testing with SLOs](https://thenewstack.io/simple-http-load-testing-with-slos) [EN CONTENT] [COMMUNITY-TOOL] β€” A deep dive into managing performance validations by mapping assertions to specific SLO thresholds. Emphasizes maintaining strict error budgets during automated application updates. + - [tsenart/vegeta 🌟](https://github.com/tsenart/vegeta) ⭐ 25040 [EN CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Vegeta is an exceptionally fast, command-line HTTP load-testing library written in Go. Ideal for asserting constant request rates and visualizing detailed performance latencies under heavy loads. #### Microservices - - **(2022)** [dev.to: The most elegant way to performance test your microservices running on Kubernetes](https://dev.to/ksingh7/the-most-elegant-way-to-performance-test-your-microservices-running-on-kubernetes-2mo2) [EN CONTENT] [COMMUNITY-TOOL] β€” A structured guide demonstrating elegant and scalable patterns for performance testing distributed microservices. Focuses on cluster-native deployments and simulating traffic anomalies directly within Kubernetes namespaces. + - [dev.to: The most elegant way to performance test your microservices running' on Kubernetes](https://dev.to/ksingh7/the-most-elegant-way-to-performance-test-your-microservices-running-on-kubernetes-2mo2) [EN CONTENT] [COMMUNITY-TOOL] β€” A structured guide demonstrating elegant and scalable patterns for performance testing distributed microservices. Focuses on cluster-native deployments and simulating traffic anomalies directly within Kubernetes namespaces. #### Monitoring - [linkedin.com: Tuning Grafana - Jmeter Dashboards](https://www.linkedin.com/pulse/tuning-grafana-jmeter-dashboards-ezhil-arasu) [EN CONTENT] [COMMUNITY-TOOL] β€” A specialized optimization guide detailing Grafana and JMeter integration. Focuses on pipeline configurations, exporting live telemetry to InfluxDB, and maintaining high-fidelity visualization dashboards without performance degradation. #### Operating Systems - - **(2022)** [blog.desdelinux.net: Microsoft Performance-Tools, una serie de herramientas open source para analizar el rendimiento del sistema](https://blog.desdelinux.net/microsoft-performance-tools-una-serie-de-herramientas-open-source-para-analizar-el-rendimiento-del-sistema) [ES CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” AnΓ‘lisis en espaΓ±ol de Microsoft Performance-Tools, una suite de cΓ³digo abierto basada en .NET Core para recopilar trazas y mΓ©tricas del sistema operativo en entornos Linux y Windows. [SPANISH CONTENT] + - [blog.desdelinux.net: Microsoft Performance-Tools, una serie de herramientas' open source para analizar el rendimiento del sistema](https://blog.desdelinux.net/microsoft-performance-tools-una-serie-de-herramientas-open-source-para-analizar-el-rendimiento-del-sistema) [ES CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” AnΓ‘lisis en espaΓ±ol de Microsoft Performance-Tools, una suite de cΓ³digo abierto basada en .NET Core para recopilar trazas y mΓ©tricas del sistema operativo en entornos Linux y Windows. [SPANISH CONTENT] #### Web Performance - - **(2020)** [devops.com: Catchpoint to Acquire Webpagetest.org](https://devops.com/catchpoint-to-acquire-webpagetest-org) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines Catchpoint’s strategic acquisition of the highly popular open-source tool WebPageTest. Highlights long-term development roadmaps and standardizations for internet performance tools. + - [devops.com: Catchpoint to Acquire Webpagetest.org](https://devops.com/catchpoint-to-acquire-webpagetest-org) [EN CONTENT] [COMMUNITY-TOOL] β€” Examines Catchpoint’s strategic acquisition of the highly popular open-source tool WebPageTest. Highlights long-term development roadmaps and standardizations for internet performance tools. --- -πŸ’‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [Scaffolding](./scaffolding.md) | [Devops](./devops.md) +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) diff --git a/v2-docs/postman.md b/v2-docs/postman.md new file mode 100644 index 00000000..4051cc44 --- /dev/null +++ b/v2-docs/postman.md @@ -0,0 +1,22 @@ +# Postman + +!!! info "Architectural Context" + Detailed reference for Postman in the context of Developer Ecosystem. + +## Standard Reference + + - [Linkedin: API Testing with Postman](https://www.linkedin.com/pulse/api-testing-postman-michael-montgomery) [COMMUNITY-TOOL] + - [Linkedin: API Testing with Postman β€” Build a Dynamic Test Suite](https://www.linkedin.com/pulse/api-testing-postman-build-dynamic-test-suite-michael-montgomery) [COMMUNITY-TOOL] + - [dev.to: 1 Tip to Double Your Productivity in Postman](https://dev.to/jburroughs/1-tip-to-double-your-productivity-using-postman-3bdm) [COMMUNITY-TOOL] + - [freecodecamp.org: Master API Testing with Postman](https://www.freecodecamp.org/news/master-api-testing-with-postman) [COMMUNITY-TOOL] + - [learning.postman.com: Simulate user traffic to test your API performance](https://learning.postman.com/docs/collections/performance-testing/testing-api-performance) [COMMUNITY-TOOL] + - [Newman](https://github.com/postmanlabs/newman) ⭐ 7221 [ENTERPRISE-STABLE] + - [Postman Pynt 🌟](https://www.postman.com/pynt-io/workspace/pynt/overview) [COMMUNITY-TOOL] + - [Automated API testing for the KIE Server 🌟](https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie-server) [COMMUNITY-TOOL] + - [Hoppscotch: Open-Source Alternative to Postman](https://hoppscotch.io) [COMMUNITY-TOOL] + - [techwebspace.com: Get Started with the REST Assured Framework: An Example-based' Guide](https://www.techwebspace.com/get-started-with-the-rest-assured-framework-an-example-based-guide) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) + diff --git a/v2-docs/private-cloud-solutions.md b/v2-docs/private-cloud-solutions.md index 805662e4..ef24e44c 100644 --- a/v2-docs/private-cloud-solutions.md +++ b/v2-docs/private-cloud-solutions.md @@ -9,8 +9,8 @@ #### Industry Trends - - **(2020)** [thenewstack.io: Bad News for Cloud Computing: OpenStack Use Plummets and Discounts Dry Up](https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-discounts-dry-up) [COMMUNITY-TOOL] β€” An industry analysis highlighting the decline in OpenStack adoption and the shifting pricing structures of public cloud alternatives. It serves as historical context for private vs. public cloud infrastructure dynamics and cost-efficiency trade-offs over time. + - [thenewstack.io: Bad News for Cloud Computing: OpenStack Use Plummets and' Discounts Dry Up](https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-discounts-dry-up) [COMMUNITY-TOOL] β€” An industry analysis highlighting the decline in OpenStack adoption and the shifting pricing structures of public cloud alternatives. It serves as historical context for private vs. public cloud infrastructure dynamics and cost-efficiency trade-offs over time. --- -πŸ’‘ **Explore Related:** [Aws Storage](./aws-storage.md) | [Aws Tools Scripts](./aws-tools-scripts.md) | [Aws Databases](./aws-databases.md) +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) diff --git a/v2-docs/project-management-methodology.md b/v2-docs/project-management-methodology.md index fd0f8453..9e0c5752 100644 --- a/v2-docs/project-management-methodology.md +++ b/v2-docs/project-management-methodology.md @@ -3,13 +3,71 @@ !!! info "Architectural Context" Detailed reference for Project Management Methodology in the context of Platform & Site Reliability. -## Cloud-Native Development +## Standard Reference -### Local Development Tools + - [scrum.org: What Happens To The Sprint Backlog Items That Are Not Done?](https://www.scrum.org/resources/blog/vlog-what-happens-sprint-backlog-items-are-not-done) [COMMUNITY-TOOL] + - [scrum.org: Make Sure You Don’t Build High Performing Teams Just to Deliver' Wrong Things Faster](https://www.scrum.org/resources/blog/make-sure-you-dont-build-high-performing-teams-just-deliver-wrong-things-faster) [COMMUNITY-TOOL] + - [enterprisersproject.com: Scrum and Kanban: 3 realities CIOs should know](https://enterprisersproject.com/article/2020/10/scrum-kanban-3-realities-cios) [COMMUNITY-TOOL] + - [forbes.com: Explaining Agile 🌟](https://www.forbes.com/sites/stevedenning/2016/09/08/explaining-agile) [COMMUNITY-TOOL] + - [scrum.org: Minimum Viable Product Considered Harmful 🌟](https://www.scrum.org/resources/blog/minimum-viable-product-considered-harmful) [COMMUNITY-TOOL] + - [age-of-product.com: Scrum 2021: Getting You Started as Scrum Master or Product' Owner](https://age-of-product.com/scrum-2021) [COMMUNITY-TOOL] + - [scrum.org: Scrum 2021: Getting You Started as Scrum Master or Product Owner](https://www.scrum.org/resources/blog/scrum-2021-getting-you-started-scrum-master-or-product-owner) [COMMUNITY-TOOL] + - [scrum.org: Kanban Guide for Scrum Teams](https://www.scrum.org/resources/kanban-guide-scrum-teams) [COMMUNITY-TOOL] + - [cloudbees.com: More Isn’t Always Better: Using Predictive Analytics to Show' Adding More People Doesn’t Always Help](https://www.cloudbees.com/blog/using-predictive-analytics-to-show-adding-more-people) [COMMUNITY-TOOL] + - [infoq.com: Driving DevOps with Value Stream Management](https://www.infoq.com/articles/DevOps-value-stream) [COMMUNITY-TOOL] + - [hbr.org: As Your Team Gets Bigger, Your Leadership Style Has to Adapt](https://hbr.org/2019/03/as-your-team-gets-bigger-your-leadership-style-has-to-adapt) [COMMUNITY-TOOL] + - [blog.pragmaticengineer.com: How Big Tech Runs Tech Projects and the Curious' Absence of Scrum](https://blog.pragmaticengineer.com/project-management-at-big-tech) [COMMUNITY-TOOL] + - [infoq.com: Better Metrics for Building High Performance Teams](https://www.infoq.com/articles/better-metrics-team-performance) [COMMUNITY-TOOL] + - [hbr.org: The Real Value of Middle Managers](https://hbr.org/2021/06/the-real-value-of-middle-managers) [COMMUNITY-TOOL] + - [dev.to: What’s Wrong With Measuring Developer Performance (+ 10 Best Metrics)](https://dev.to/actitime/whats-wrong-with-measuring-developer-performance-10-best-metrics-5620) [COMMUNITY-TOOL] + - [hbr.org: How to Deal with High Pressure Situations at Work](https://hbr.org/2022/05/how-to-deal-with-high-pressure-situations-at-work) [COMMUNITY-TOOL] + - [techcrunch.com: Protestware on the rise: Why developers are sabotaging their' own code](https://techcrunch.com/2022/07/27/protestware-code-sabotage) [COMMUNITY-TOOL] + - [hbr.org: How to Debate Ideas Productively at Work](https://hbr.org/2019/01/how-to-debate-ideas-productively-at-work) [COMMUNITY-TOOL] + - [hbr.org: The Surprising Power of Simply Asking Coworkers How They’re Doing](https://hbr.org/2019/02/the-surprising-power-of-simply-asking-coworkers-how-theyre-doing) [COMMUNITY-TOOL] + - [hbr.org: How to Give Tough Feedback That Helps People Grow](https://hbr.org/2015/08/how-to-give-tough-feedback-that-helps-people-grow) [COMMUNITY-TOOL] + - [martinfowler.com: Retrospectives Antipatterns 🌟](https://martinfowler.com/articles/retrospective-antipatterns.html) [COMMUNITY-TOOL] + - [rebelscrum.site: Characteristics of a Great Product Owner](https://www.rebelscrum.site/post/characteristics-of-a-great-product-owner) [COMMUNITY-TOOL] + - [devops.com: Breaking Down Silos: Applying Open Source Practices in the Workplace](https://devops.com/breaking-down-silos-applying-open-source-practices-in-the-workplace) [COMMUNITY-TOOL] + - [devops.com: How Good Developers Become Good Engineering Managers](https://devops.com/how-good-developers-become-good-engineering-managers) [COMMUNITY-TOOL] + - [newsletter.pragmaticengineer.com: Engineering Leadership Skill Set Overlaps](https://newsletter.pragmaticengineer.com/p/engineering-leadership-skillset-overlaps) [COMMUNITY-TOOL] + - [hbr.org: What It Takes to Give a Great Presentation](https://hbr.org/2020/01/what-it-takes-to-give-a-great-presentation) [COMMUNITY-TOOL] + - [businessinsider.com: I'm an ex-Amazon senior leader. Here's why layoffs' keep happening and why ambitious managers are fueling them](https://www.businessinsider.com/amazon-reason-for-layoffs-former-senior-tech-leader-2023-5) [COMMUNITY-TOOL] + - [scrum.org: Scrum no es una metodologΓ­a, es un marco de trabajo](https://www.scrum.org/resources/blog/scrum-no-es-una-metodologia-es-un-marco-de-trabajo) [COMMUNITY-TOOL] + - [scrum.org: Posturas del Product Owner](https://www.scrum.org/resources/blog/posturas-del-product-owner) [COMMUNITY-TOOL] + - [mamaqueesscrum.com: MamÑ… ΒΏQuΓ© es Scrum?](https://mamaqueesscrum.com/2018/11/12/labores-que-un-product-owner-deberia-hacer-que-no-aparecen-en-la-scrum-guide) [COMMUNITY-TOOL] + - [bbc.com: Por quΓ© en JapΓ³n los jefes NO felicitan a sus empleados cuando' hacen bien su trabajo](https://www.bbc.com/mundo/vert-cap-37270163) [COMMUNITY-TOOL] + - [smoda.elpais.com: Destacar y venderse no implica trabajar bien: asΓ­ es la' nueva batalla por las apariencias del trabajo](https://smoda.elpais.com/trabajo/apariencias-venderse-trabajo) [COMMUNITY-TOOL] + - [elfinanciero.com.mx: Tu jefe no siempre tiene la razΓ³n: ΒΏde quΓ© manera puedes' contradecirlo?](https://www.elfinanciero.com.mx/empresas/2021/07/06/tu-jefe-no-siempre-tiene-la-razon-de-que-manera-puedes-contradecirlo) [COMMUNITY-TOOL] + - [elconfidencial.com: La mejor forma de decirle a tu jefe que estΓ‘s hasta' arriba y no puedes mΓ‘s con tanto trabajo](https://www.elconfidencial.com/alma-corazon-vida/2022-02-14/jefe-trabajo-empleo-quemado-no-puedes_3372444) [COMMUNITY-TOOL] + - [blog.trello.com: Consejos para manejar distintos conflictos en un equipo' de trabajo](https://blog.trello.com/es/conflictos-en-el-trabajo) [COMMUNITY-TOOL] + - [lavanguardia.com: La delgada lΓ­nea roja del liderazgo: de la cercanΓ­a al' compadreo](https://www.lavanguardia.com/economia/20220223/8075492/liderazgo-empresa-jefes-empleados-cercania-decisiones.html) [COMMUNITY-TOOL] + - [okdiario.com: TelefΓ³nica y Santander despiden a 467 empleados en 2021 por' denuncias de compaΓ±eros](https://okdiario.com/economia/telefonica-santander-despiden-467-empleados-2021-denuncias-companeros-8655690) [COMMUNITY-TOOL] + - [cronista.com: CΓ³mo identificar a un mal jefe y quΓ© errores no pueden cometer' hoy los lΓ­deres](https://www.cronista.com/apertura/empresas/como-identificar-a-un-mal-jefe-y-que-errores-no-pueden-cometer-hoy-los-lideres) [COMMUNITY-TOOL] + - [elconfidencial.com: Esta psicΓ³loga ha estudiado a los capullos de tu empresa' y sabe por quΓ© se comportan asΓ­](https://www.elconfidencial.com/espana/2022-03-18/tessa-west-psicologa-capullos-trabajo_3392185) [COMMUNITY-TOOL] + - [genbeta.com: Las reuniones laborales por videollamada nos agotan: esto es' lo que pasa si se eliminan y cambian por chats](https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se-sabe-que-pasa-se-eliminan-usamos-chats) [COMMUNITY-TOOL] + - [pymesyautonomos.com: ΒΏEstΓ‘ trabajando el empleado realmente desde su casa?](https://www.pymesyautonomos.com/management/esta-trabajando-empleado-realmente-su-casa) [COMMUNITY-TOOL] + - [estrategiadeproducto.com: La espiral de mierda](https://www.estrategiadeproducto.com/p/evitar-caer-espiral-de-mierda) [COMMUNITY-TOOL] + - [estrategiadeproducto.com: La segunda mayor mentira sobre Product Management](https://www.estrategiadeproducto.com/p/segunda-mayor-mentira-product-management) [COMMUNITY-TOOL] + - [mariocortes.net: La crisis de seniority](https://www.mariocortes.net/la-crisis-de-seniority) [COMMUNITY-TOOL] + - [openwebinars.net: 13 Errores que cometes como Manager](https://openwebinars.net/blog/13-errores-que-cometes-como-manager) [COMMUNITY-TOOL] + - [visual-paradigm.com: Scrum vs Waterfall vs Agile vs Lean vs Kanban](https://www.visual-paradigm.com/scrum/scrum-vs-waterfall-vs-agile-vs-lean-vs-kanban) [COMMUNITY-TOOL] + - [What's the Difference? Agile vs Scrum vs Waterfall vs Kanban](https://www.smartsheet.com/agile-vs-scrum-vs-waterfall-vs-kanban) [COMMUNITY-TOOL] + - [softwaretestinghelp.com: Kanban Vs Scrum Vs Agile: A Detailed Comparison' To Find Differences](https://www.softwaretestinghelp.com/kanban-vs-scrum-vs-agile) [COMMUNITY-TOOL] + - [atlassian.com: Kanban vs. Scrum](https://www.atlassian.com/agile/kanban/kanban-vs-scrum) [COMMUNITY-TOOL] + - [Understanding Responsibility Assignment Matrix (RACI Matrix)](https://project-management.com/understanding-responsibility-assignment-matrix-raci-matrix) [COMMUNITY-TOOL] + - [blog.hubspot.es: Matriz RACI: quΓ© es y cΓ³mo utilizarla para asignar responsabilidades](https://blog.hubspot.es/marketing/matriz-raci) [COMMUNITY-TOOL] + - [jaumepujolcapllonch.com: La matriz RACI y la asignación de responsabilidades](https://www.jaumepujolcapllonch.com/la-matriz-raci-y-la-asignacion-de-responsabilidades) [COMMUNITY-TOOL] + - [blog.hubspot.es: MVP: 3 pasos para desarrollar un Producto mΓ­nimo viable](https://blog.hubspot.es/sales/producto-minimo-viable) [COMMUNITY-TOOL] + - [bloo.media: Producto MΓ­nimo Viable ΒΏQuΓ© es y cΓ³mo crearlo?](https://bloo.media/blog/producto-minimo-viable-mvp) [COMMUNITY-TOOL] + - [blog.asmartbear.com: I hate MVPs. So do your customers. Make it SLC instead' 🌟](https://blog.asmartbear.com/slc.html) [COMMUNITY-TOOL] + - [joelcalifa.com: Tiny Wins](https://joelcalifa.com/blog/tiny-wins) [COMMUNITY-TOOL] + - [gammaux.com: CΓ³mo definir un Minimum Viable Product (MVP)](https://www.gammaux.com/blog/como-definir-un-minimum-viable-product-mvp) [COMMUNITY-TOOL] + - [dev.to: Construyendo un MVP sin base de datos](https://dev.to/sergomz/construyendo-un-mvp-sin-base-de-datos-1i4k) [COMMUNITY-TOOL] + - [ewsolutions.com: Worst Project Management Practices](https://www.ewsolutions.com/worst-project-management-practices) [COMMUNITY-TOOL] + - [lavanguardia.com: Los estilos de liderazgo mΓ‘s apreciados por los empleados](https://www.lavanguardia.com/vivo/20211113/7856878/cualidades-mas-valoran-empleados-jefe-pmv.html) [COMMUNITY-TOOL] + - [euroresidentes.com: La intimidaciΓ³n verbal en la empresa](https://www.euroresidentes.com/empresa/exito-empresarial/la-intimidacin-verbal-en-la-empresa) [COMMUNITY-TOOL] + - [swarmia.com/build: Build Elements of an Effective Software Organization](https://www.swarmia.com/build) [COMMUNITY-TOOL] -#### Okteto - - - **(2021)** [codefresh.io: Tutorial - Local Kubernetes Development with Okteto 🌟](https://octopus.com/devops) [COMMUNITY-TOOL] β€” Hands-on walkthrough displaying how to use Okteto to connect a developer workspace directly with live infrastructure, bypassing resource-heavy local systems. ## Engineering Leadership and Career Dynamics ### Organizational Design and Leadership Systems @@ -19,5 +77,5 @@ - **(2021)** [entrepreneur.com: Las 10 preguntas que debes hacerte para saber si eres un buen lΓ­der](https://spanish.entrepreneur.com) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Provides a self-diagnostic framework composed of ten strategic evaluation questions designed to gauge leadership efficacy and maturity. Promotes reflective coaching and output-driven organizational alignment. [SPANISH CONTENT] --- -πŸ’‘ **Explore Related:** [Scaffolding](./scaffolding.md) | [Devops](./devops.md) | [Chaos Engineering](./chaos-engineering.md) +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) diff --git a/v2-docs/project-management-tools.md b/v2-docs/project-management-tools.md new file mode 100644 index 00000000..7a2a0148 --- /dev/null +++ b/v2-docs/project-management-tools.md @@ -0,0 +1,31 @@ +# Project Management Tools + +!!! info "Architectural Context" + Detailed reference for Project Management Tools in the context of Platform & Site Reliability. + +## Standard Reference + + - [Jira](https://www.atlassian.com/software/jira) [COMMUNITY-TOOL] + - [OpenProject](https://www.openproject.org) [COMMUNITY-TOOL] + - [nextcloud.com](https://nextcloud.com) [COMMUNITY-TOOL] + - [Atlassian Confluence](https://www.atlassian.com/software/confluence) [COMMUNITY-TOOL] + - [opensource.com: A guide to simplifying invoicing with this open source tool](https://opensource.com/article/21/7/open-source-invoicing-po) [COMMUNITY-TOOL] + - [devops.com: Clubhouse Becomes Shortcut to Transform Software Project Management](https://devops.com/clubhouse-becomes-shortcut-to-transform-software-project-management) [COMMUNITY-TOOL] + - [engineeringmanagement.info: Planning and Schedule Free Templates](https://www.engineeringmanagement.info/2017/02/planning-and-schedule-free-templates.html) [COMMUNITY-TOOL] + - [namelix.com](https://namelix.com) [COMMUNITY-TOOL] + - [opensource.com: 3 open source alternatives to Confluence](https://opensource.com/article/20/9/open-source-alternatives-confluence) [COMMUNITY-TOOL] + - [joplin](https://github.com/laurent22/joplin) ⭐ 54901 [DE FACTO STANDARD] + - [Podium](https://github.com/sa-mw-dach/podium) [COMMUNITY-TOOL] + - [Swim](https://swimm.io) [COMMUNITY-TOOL] + - [thenewstack.io: Swimm Helps New Dev Hires Stay Afloat with Continuous Documentation](https://thenewstack.io/swimm-helps-new-dev-hires-stay-afloat-with-continuous-documentation) [COMMUNITY-TOOL] + - [btw.so: Open Source Alternatives 🌟](https://www.btw.so/open-source-alternatives) [COMMUNITY-TOOL] + - [opensource.com: 5 open source alternatives to Zoom](https://opensource.com/article/21/9/alternatives-zoom) [COMMUNITY-TOOL] + - [makeuseof.com: The 8 Best Open-Source Project Management Software](https://www.makeuseof.com/best-open-source-project-management-software) [COMMUNITY-TOOL] + - [opensource.com: Open source tools for running a small business in 2022](https://opensource.com/article/21/12/open-source-business-tools) [COMMUNITY-TOOL] + - [itsfoss.com: Gitter: A Cross-Platform Open Source Community Platform for' Developers](https://itsfoss.com/gitter) [COMMUNITY-TOOL] + - [ifuckinghatejira.com](https://ifuckinghatejira.com) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) + diff --git a/v2-docs/prometheus.md b/v2-docs/prometheus.md index 3726e50a..5a750b8b 100644 --- a/v2-docs/prometheus.md +++ b/v2-docs/prometheus.md @@ -3,21 +3,97 @@ !!! info "Architectural Context" Detailed reference for Prometheus in the context of Architectural Foundations. -## Observability +## Standard Reference -### Metrics + - [**prometheus.io**](https://prometheus.io) [COMMUNITY-TOOL] + - [github.com/prometheus/prometheus](https://github.com/prometheus/prometheus) ⭐ 64131 [DE FACTO STANDARD] + - [Monitoring kubernetes with Prometheus](https://opensource.com/article/19/11/introduction-monitoring-prometheus) [COMMUNITY-TOOL] + - [How to use Ansible to set up system monitoring with Prometheus](https://opensource.com/article/18/3/how-use-ansible-set-system-monitoring-prometheus) [COMMUNITY-TOOL] + - [prometheus.io/docs/instrumenting/writing_exporters/](https://prometheus.io/docs/instrumenting/writing_exporters) [COMMUNITY-TOOL] + - [LibrerΓ­as cliente](https://prometheus.io/docs/instrumenting/clientlibs) [COMMUNITY-TOOL] + - [Pushgateway](https://github.com/prometheus/pushgateway) ⭐ 3333 [ENTERPRISE-STABLE] + - [Exportadores de Datos](https://prometheus.io/docs/instrumenting/exporters) [COMMUNITY-TOOL] + - [Cloud Native Monitoring with Prometheus 🌟](https://samirbehara.com/2019/05/30/cloud-native-monitoring-with-prometheus) [COMMUNITY-TOOL] + - [itnext.io - Prometheus: yet-another-cloudwatch-exporter β€” collecting AWS' CloudWatch metrics](https://itnext.io/prometheus-yet-another-cloudwatch-exporter-collecting-aws-cloudwatch-metrics-806bd34818a8) [COMMUNITY-TOOL] + - [Prometheus Monitoring Ecosystem Begins to Mature](https://containerjournal-com.cdn.ampproject.org/c/s/containerjournal.com/topics/container-ecosystems/prometheus-monitoring-ecosystem-begins-to-mature/amp) [COMMUNITY-TOOL] + - [ganeshvernekar.com: Prometheus TSDB (Part 1): The Head Block](https://ganeshvernekar.com/blog/prometheus-tsdb-the-head-block) [COMMUNITY-TOOL] + - [ganeshvernekar.com: Prometheus TSDB (Part 2): WAL and Checkpoint](https://ganeshvernekar.com/blog/prometheus-tsdb-wal-and-checkpoint) [COMMUNITY-TOOL] + - [ganeshvernekar.com: Prometheus TSDB (Part 3): Memory Mapping of Head Chunks' from Disk](https://ganeshvernekar.com/blog/prometheus-tsdb-mmapping-head-chunks-from-disk) [COMMUNITY-TOOL] + - [ganeshvernekar.com: Prometheus TSDB (Part 4): Persistent Block and its Index](https://ganeshvernekar.com/blog/prometheus-tsdb-persistent-block-and-its-index) [COMMUNITY-TOOL] + - [youtube playlist: How to setup Prometheus 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-anCTn6um3BDsoHnIr0O2tz3) [COMMUNITY-TOOL] + - [sysadminxpert.com: Steps to Monitor Linux Server using Prometheus](https://sysadminxpert.com/steps-to-monitor-linux-server-using-prometheus) [COMMUNITY-TOOL] + - [zerodha.tech: Infrastructure monitoring with Prometheus at Zerodha](https://zerodha.tech/blog/infra-monitoring-at-zerodha) [COMMUNITY-TOOL] + - [devopscube.com: How to Setup Prometheus Monitoring On Kubernetes Cluster' 🌟](https://devopscube.com/setup-prometheus-monitoring-on-kubernetes) [COMMUNITY-TOOL] + - [prometheus-operator.dev 🌟](https://prometheus-operator.dev) [COMMUNITY-TOOL] + - [gabrieltanner.org: Golang Application monitoring using Prometheus](https://gabrieltanner.org/blog/collecting-prometheus-metrics-in-golang) [COMMUNITY-TOOL] + - [promlens.com 🌟](https://promlens.com) [COMMUNITY-TOOL] + - [itnext.io: Observability at Scale](https://itnext.io/observability-at-scale-52d0d9a5fb9b) [COMMUNITY-TOOL] + - [opensource.com: Run Prometheus at home in a container](https://opensource.com/article/21/7/run-prometheus-home-container) [COMMUNITY-TOOL] + - [howtoforge.com: How to Install Prometheus System Monitoring Tool on Ubuntu' 20.04](https://www.howtoforge.com/how-to-install-prometheus-on-ubuntu-20-04) [COMMUNITY-TOOL] + - [cribl.io: Using Prometheus for Agentless Monitoring](https://cribl.io/blog/using-prometheus-for-agentless-monitoring) [COMMUNITY-TOOL] + - [aprenderbigdata.com: Prometheus: IntroducciΓ³n a la MonitorizaciΓ³n de MΓ©tricas](https://aprenderbigdata.com/prometheus) [COMMUNITY-TOOL] + - [youtube: Monitoring your k6 load test: how to install Grafana and Prometheus' on a Kubernetes cluster](https://www.youtube.com/watch?v=GL2v81xYuAQ&ab_channel=k6) [COMMUNITY-TOOL] + - [jfrog.com: Don’t let Prometheus Steal your Fire](https://jfrog.com/blog/dont-let-prometheus-steal-your-fire) [COMMUNITY-TOOL] + - [itnext.io: Monitoring Spark Streaming on K8s with Prometheus and Grafana](https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana-e6d8720c4a02) [COMMUNITY-TOOL] + - [source.coveo.com: Prometheus at scale](https://source.coveo.com/2021/11/11/prometheus-at-scale) [COMMUNITY-TOOL] + - [prometheus.io: Comparison to Alternatives 🌟](https://prometheus.io/docs/introduction/comparison) [COMMUNITY-TOOL] + - [infracloud.io: Prometheus Definitive Guide Part I - Metrics and Use Cases](https://www.infracloud.io/blogs/prometheus-architecture-metrics-use-cases) [COMMUNITY-TOOL] + - [dev.to: How to monitor nginx in Kubernetes with Prometheus](https://dev.to/eckelon/how-to-monitor-nginx-in-kubernetes-with-prometheus-j5f) [COMMUNITY-TOOL] + - [promlabs.com: Avoid These 6 Mistakes When Getting Started With Prometheus](https://promlabs.com/blog/2022/12/11/avoid-these-6-mistakes-when-getting-started-with-prometheus) [COMMUNITY-TOOL] + - [itnext.io: Hardening Monitoring: a step-by-step guide](https://itnext.io/hardening-monitoring-a-step-by-step-guide-7a18007c915) [COMMUNITY-TOOL] + - [rtfm.co.ua: Prometheus: Kubernetes endpoints monitoring with blackbox-exporter](https://rtfm.co.ua/en/prometheus-kubernetes-endpoints-monitoring-with-blackbox-exporter) [COMMUNITY-TOOL] + - [thenewstack.io: 30 Pull Requests Later, Prometheus Memory Use Is Cut in' Half](https://thenewstack.io/30-pull-requests-later-prometheus-memory-use-is-cut-in-half) [COMMUNITY-TOOL] + - [fosstechnix.com: Install Prometheus and Grafana on Ubuntu 24.04 LTS 🌟](https://www.fosstechnix.com/install-prometheus-and-grafana-on-ubuntu-24-04) [COMMUNITY-TOOL] + - [Alertmanager 0.23.0-rc.0 with awscloud SNS support is available for testing. There are also bugfixes and features for amtool](https://github.com/prometheus/alertmanager/releases/tag/v0.23.0-rc.0) ⭐ 8485 [ENTERPRISE-STABLE] + - [prometheus.io: Introducing Prometheus Agent Mode, an Efficient and Cloud-Native' Way for Metric Forwarding](https://prometheus.io/blog/2021/11/16/agent) [COMMUNITY-TOOL] + - [thenewstack.io: CNCF Prometheus Agent Could Be a β€˜Game Changer’ for Edge](https://thenewstack.io/cncf-prometheus-agent-could-be-a-game-changer-for-edge) [COMMUNITY-TOOL] + - [Promgen 🌟](https://github.com/line/promgen) ⭐ 1123 [COMMUNITY-TOOL] + - [Sloth 🌟](https://github.com/slok/sloth) ⭐ 2487 [COMMUNITY-TOOL] + - [itnext.io: SLOs should be easy, say hi to Sloth 🌟](https://itnext.io/slos-should-be-easy-say-hi-to-sloth-9c8a225df0d4) [COMMUNITY-TOOL] + - [slo-libsonnet](https://github.com/metalmatze/slo-libsonnet) ⭐ 118 [COMMUNITY-TOOL] + - [SLO Generator](https://github.com/google/slo-generator) ⭐ 562 [COMMUNITY-TOOL] + - [**Prometheus TSDB**](https://prometheus.io/docs/prometheus/latest/storage) [COMMUNITY-TOOL] + - [**Cortex**:](https://cortexmetrics.io) [COMMUNITY-TOOL] + - [github.com/cortexproject/cortex](https://github.com/cortexproject/cortex) ⭐ 5802 [ENTERPRISE-STABLE] + - [**Thanos**:](https://thanos.io) [COMMUNITY-TOOL] + - [github.com/ruanbekker: Thanos Cluster Setup](https://github.com/ruanbekker/thanos-cluster-setup) [COMMUNITY-TOOL] + - [Highly Available Prometheus Metrics for Distributed SQL with Thanos on GKE](https://blog.yugabyte.com/highly-available-prometheus-metrics-for-distributed-sql-with-thanos-on-gke) [COMMUNITY-TOOL] + - [influxdata.com: Building a Metrics & Alerts as a Service (MaaS) Monitoring' Solution Using the InfluxDB Stack](https://www.influxdata.com/blog/building-a-metrics-alerts-as-a-service-maas-monitoring-solution-using-the-influxdb-stack) [COMMUNITY-TOOL] + - [thenewstack.io: Make a GitOps Workflow Using InfluxDB Templates](https://thenewstack.io/make-a-gitops-workflow-using-influxdb-templates) [COMMUNITY-TOOL] + - [influxdata.com: Running InfluxDB 2.0 and Telegraf Using Docker](https://www.influxdata.com/blog/running-influxdb-2-0-and-telegraf-using-docker) [COMMUNITY-TOOL] + - [influxdata.com: InfluxDB Tech Tips: API Invokable Scripts in InfluxDB Cloud](https://www.influxdata.com/blog/tldr-influxdb-tech-tips-api-invokable-scripts-influxdb-cloud) [COMMUNITY-TOOL] + - [exporterhub.io 🌟](https://exporterhub.io) [COMMUNITY-TOOL] + - [Prometheus JMX Exporter 🌟](https://github.com/prometheus/jmx_exporter) ⭐ 3305 [ENTERPRISE-STABLE] + - [blackbox_exporter 🌟](https://github.com/prometheus/blackbox_exporter) ⭐ 5694 [ENTERPRISE-STABLE] + - [engineeringblog.yelp.com: Improving the performance of the Prometheus JMX' Exporter](https://engineeringblog.yelp.com/2020/10/improving-the-performance-of-the-prometheus-jmx-exporter.html) [COMMUNITY-TOOL] + - [prometheus-community/elasticsearch_exporter](https://github.com/prometheus-community/elasticsearch_exporter) ⭐ 2074 [COMMUNITY-TOOL] + - [muxinc/certificate-expiry-monitor](https://github.com/muxinc/certificate-expiry-monitor) ⭐ 168 [COMMUNITY-TOOL] + - [enix/x509-certificate-exporter](https://github.com/enix/x509-certificate-exporter) ⭐ 924 [COMMUNITY-TOOL] + - [aws.amazon.com: Building a Prometheus remote write exporter for the OpenTelemetry' Go SDK](https://aws.amazon.com/blogs/opensource/building-a-prometheus-remote-write-exporter-for-the-opentelemetry-go-sdk) [COMMUNITY-TOOL] + - [OpenTelemetry Collector](https://github.com/open-telemetry/opentelemetry-collector) ⭐ 7050 [ENTERPRISE-STABLE] + - [thenewstack.io: Lightstep’s OpenTelemetry Launchers Simplify Integration' to Line of Code](https://thenewstack.io/lightsteps-opentelemetry-launchers-simplify-integration-to-line-of-code) [COMMUNITY-TOOL] + - [OpenTelemetry Launchers 🌟](https://github.com/search?q=org%3Alightstep+launcher) [COMMUNITY-TOOL] + - [thenewstack.io: Demystifying Distributed Traces in OpenTelemetry](https://thenewstack.io/demystifying-distributed-traces-in-opentelemetry) [COMMUNITY-TOOL] + - [thenewstack.io: Maximizing Kubernetes Efficiency with OpenTelemetry Tracing](https://thenewstack.io/maximizing-kubernetes-efficiency-with-opentelemetry-tracing) [COMMUNITY-TOOL] + - [Telegraf Collector](https://www.influxdata.com/time-series-platform/telegraf) [COMMUNITY-TOOL] + - [Telegraf Prometheus Output Plugin](https://github.com/influxdata/telegraf/tree/master/plugins/outputs/prometheus_client) ⭐ 17536 [DE FACTO STANDARD] + - [Telegraf Ansible Role](https://github.com/rossmcdonald/telegraf) [COMMUNITY-TOOL] + - [sysadminxpert.com: How to Monitor Linux System with Grafana and Telegraf](https://sysadminxpert.com/monitor-linux-system-with-grafana-and-telegraf) [COMMUNITY-TOOL] + - [influxdata.com: Three Ways to Keep Cardinality Under Control When Using' Telegraf](https://www.influxdata.com/blog/three-ways-to-keep-cardinality-under-control-when-using-telegraf) [COMMUNITY-TOOL] + - [cloud.google.com: Get planet-scale monitoring with Managed Service for Prometheus](https://cloud.google.com/blog/products/operations/introducing-google-cloud-managed-service-for-prometheus) [COMMUNITY-TOOL] + - [prometheus.io: Installarion](https://prometheus.io/docs/prometheus/latest/installation) [COMMUNITY-TOOL] + - [prometheus.io: Getting Started](https://prometheus.io/docs/prometheus/latest/getting_started) [COMMUNITY-TOOL] + - [galaxy.ansible.com/cloudalchemy/node-exporter](https://galaxy.ansible.com/cloudalchemy/node-exporter) [COMMUNITY-TOOL] + - [galaxy.ansible.com/mesaguy/prometheus](https://galaxy.ansible.com/mesaguy/prometheus) [COMMUNITY-TOOL] + - [galaxy.ansible.com/William-Yeh/prometheus](https://galaxy.ansible.com/William-Yeh/prometheus) [COMMUNITY-TOOL] + - [galaxy.ansible.com/UnderGreen/prometheus-node-exporter](https://galaxy.ansible.com/UnderGreen/prometheus-node-exporter) [COMMUNITY-TOOL] + - [itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa](https://itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa) [COMMUNITY-TOOL] + - [activemq.apache.org/components/classic/documentation](https://activemq.apache.org/components/classic/documentation) [COMMUNITY-TOOL] + - [Artemis Prometheus Metrics Plugin](https://github.com/rh-messaging/artemis-prometheus-metrics-plugin) ⭐ 28 [COMMUNITY-TOOL] + - [Promitor 🌟](https://promitor.io) [COMMUNITY-TOOL] + - [cloud.google.com: Google Cloud Managed Service for Prometheus is now generally' available](https://cloud.google.com/blog/products/devops-sre/easy-managed-prometheus-metrics-service-for-kubernetes) [COMMUNITY-TOOL] -#### Prometheus (1) - - - **(2022)** [**Setup Prometheus Using Helm Chart on Kubernetes**](https://devopscube.com/setup-prometheus-helm-chart) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A direct, production-ready tutorial demonstrating how to install and configure Prometheus using official Helm charts. Explains default values overrides, persistent volume configurations, and custom alertmanager integration for instant operational visibility. -### Monitoring Stack - -#### Helm Charts - -##### kube-prometheus-stack - - - **(2026)** [==prometheus-community/kube-prometheus-stack 🌟🌟==](https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The de facto standard Helm chart for deploying Prometheus and Grafana on Kubernetes. It manages the custom resource definitions (CRDs), handles scraper configurations, and provides out-of-the-box system alerting rules. --- -πŸ’‘ **Explore Related:** [Mkdocs](./mkdocs.md) | [Cheatsheets](./cheatsheets.md) | [Linux](./linux.md) +πŸ’‘ **Explore Related:** [Cloud Asset Inventory](./cloud-asset-inventory.md) | [Customer](./customer.md) | [Devops Tools](./devops-tools.md) diff --git a/v2-docs/public-cloud-solutions.md b/v2-docs/public-cloud-solutions.md new file mode 100644 index 00000000..f77cbf0e --- /dev/null +++ b/v2-docs/public-cloud-solutions.md @@ -0,0 +1,32 @@ +# Public Cloud Solutions + +!!! info "Architectural Context" + Detailed reference for Public Cloud Solutions in the context of Cloud Providers (Hyperscalers). + +## Standard Reference + + - [cloud-mercato.com: Public Cloud Reference 🌟](https://pcr.cloud-mercato.com) [COMMUNITY-TOOL] + - [cloud-mercato.com: State of the art of Public Object Storage Europe 🌟](https://projector.cloud-mercato.com/projects/state-of-the-art-of-public-object-storage-europe) [COMMUNITY-TOOL] + - [digitalisationworld.com: Multicloud: Two truths and a lie](https://digitalisationworld.com/blogs/57435/multicloud-two-truths-and-a-lie) [COMMUNITY-TOOL] + - [nextgov.com: Why smart multicloud policies are a golden ticket to modernizing' IT infrastructure](https://www.nextgov.com/ideas/2023/11/why-smart-multicloud-policies-are-golden-ticket-modernizing-it-infrastructure/392232) [COMMUNITY-TOOL] + - [intellipaat.com: AWS vs Azure vs Google – Detailed Cloud Comparison](https://intellipaat.com/blog/aws-vs-azure-vs-google-cloud) [COMMUNITY-TOOL] + - [comparecloud.in: Public Cloud Services Comparison 🌟](https://comparecloud.in) [COMMUNITY-TOOL] + - [youtube: A Cloud Guru - Cloud Provider Comparisons 🌟](https://www.youtube.com/playlist?app=desktop&list=PLI1_CQcV71RnBebKm_tH1uKYI3WxkM2TT) [COMMUNITY-TOOL] + - [xataka.com: El talΓ³n de Aquiles de AWS son sus altas tarifas de salida de' datos, y sus rivales empiezan a explotarlo: guerra de precios contra el gigante de la nube](https://www.xataka.com/pro/talon-aquiles-aws-sus-altas-tarifas-salida-datos-sus-rivales-empiezan-a-explotarlo-guerra-precios-gigante-nube) [COMMUNITY-TOOL] + - [xataka.com: AsΓ­ se reparte el mercado cloud: los tres grandes tienen el' 63%, los siguientes 10 un 22%](https://www.xataka.com/pro/asi-se-reparte-mercado-cloud-tres-grandes-tienen-63-siguientes-10-22) [COMMUNITY-TOOL] + - [thenewstack.io: Is a Multicloud Strategy Right for Your Organization?](https://thenewstack.io/is-a-multicloud-strategy-right-for-your-organization) [COMMUNITY-TOOL] + - [cloudtechtwitter.com: Let's check about AWS v/s Azure Service](https://www.cloudtechtwitter.com/2022/05/lets-check-about-aws-vs-azure-services.html) [COMMUNITY-TOOL] + - [faddom.com: Cloud Computing Costs & Pricing Comparisons for 2023](https://faddom.com/cloud-computing-costs-and-pricing-comparison) [COMMUNITY-TOOL] + - [thenewstack.io: How to Evaluate Kubernetes Cloud Providers](https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers) [COMMUNITY-TOOL] + - [Pivotal.io: Pivotal Container Service (PKS), owned by VMware](https://pivotal.io/platform/pivotal-container-service) [COMMUNITY-TOOL] + - [AWS Kubernetes pricing](https://aws.amazon.com/es/eks/pricing) [COMMUNITY-TOOL] + - [Azure Kubernetes pricing](https://azure.microsoft.com/es-es/pricing/details/kubernetes-service) [COMMUNITY-TOOL] + - [Google cloud kubernetes pricing](https://cloud.google.com/kubernetes-engine/pricing) [COMMUNITY-TOOL] + - [Rackspace.com: Managed Kubernetes](https://www.rackspace.com/managed-kubernetes) [COMMUNITY-TOOL] + - [iot-analytics.com: The IoT cloud: Microsoft Azure vs. AWS vs. Google Cloud](https://iot-analytics.com/iot-cloud) [COMMUNITY-TOOL] + - [20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caΓ­do' ya tres veces en el mismo mes y le llueven las crΓ­ticas](https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Aws Containers](./aws-containers.md) | [Aws Iac](./aws-iac.md) | [Aws Messaging](./aws-messaging.md) + diff --git a/v2-docs/pulumi.md b/v2-docs/pulumi.md index 537a1137..3aabcbff 100644 --- a/v2-docs/pulumi.md +++ b/v2-docs/pulumi.md @@ -3,14 +3,24 @@ !!! info "Architectural Context" Detailed reference for Pulumi in the context of Hardened Infrastructure. -## Observability and Performance +## Standard Reference -### Performance Testing + - [Pulumi](https://www.pulumi.com) [COMMUNITY-TOOL] + - [build5nines.com: Beginner’s Guide to Pulumi CI/CD Pipelines](https://build5nines.com/beginners-guide-to-pulumi-ci-cd-pipelines) [COMMUNITY-TOOL] + - [pulumi.com: From Terraform to Infrastructure as Software](https://www.pulumi.com/blog/from-terraform-to-infrastructure-as-software) [COMMUNITY-TOOL] + - [pulumi.com: Observability with Infrastructure as Code](https://www.pulumi.com/blog/observability-with-infrastructure-as-code) [COMMUNITY-TOOL] + - [octopus.com: Create an AKS Cluster with Pulumi and Octopus Deploy](https://octopus.com/blog/pulumi-and-aks-with-octopus-deploy) [COMMUNITY-TOOL] + - [pulumi.com: Announcing Pulumi 3.0](https://www.pulumi.com/blog/pulumi-3-0) [COMMUNITY-TOOL] + - [devops.com: Pulumi Moves to Automate Cloud Infrastructure Provisioning](https://devops.com/pulumi-moves-to-automate-cloud-infrastructure-provisioning) [COMMUNITY-TOOL] + - [thenewstack.io: The Next Step after DevOps and GitOps Is Cloud Engineering,' Pulumi Says](https://thenewstack.io/the-next-step-after-devops-and-gitops-is-cloud-engineering-pulumi-says) [COMMUNITY-TOOL] + - [pulumi.com: Announcing the Pulumi REST API](https://www.pulumi.com/blog/pulumi-rest-api) [COMMUNITY-TOOL] + - [thenewstack.io: Pulumi Releases a Kubernetes Operator](https://thenewstack.io/pulumi-releases-a-kubernetes-operator) [COMMUNITY-TOOL] + - [siliconangle.com: Pulumi’s new registry aims to ease sharing and reusing' cloud infrastructure building blocks](https://siliconangle.com/2021/10/18/pulumis-new-registry-makes-easy-share-reuse-cloud-infrastructure-building-blocks) [COMMUNITY-TOOL] + - [pulumi.com: Running Containers on ECS Fargate](https://www.pulumi.com/registry/packages/aws/how-to-guides/ecs-fargate) [COMMUNITY-TOOL] + - [pulumi.com: Convert Your Terraform to Pulumi](https://www.pulumi.com/tf2pulumi) [COMMUNITY-TOOL] + - [packetswitch.co.uk: Terraform is Good, but I Like Pulumi](https://www.packetswitch.co.uk/terraform-is-good-but-i-like-pulumi) [COMMUNITY-TOOL] -#### Microservices - - - [garden.io: Performance testing on a microservice architecture](https://docs.garden.io) [EN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official integration documentation for running non-disruptive, end-to-end performance tests within a modern microservices workflow. Emphasizes utilizing Garden's graph-based execution framework for local and CI load validation. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Kubernetes Security](./kubernetes-security.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/python.md b/v2-docs/python.md index 7f6c07ae..50682a1f 100644 --- a/v2-docs/python.md +++ b/v2-docs/python.md @@ -3,14 +3,157 @@ !!! info "Architectural Context" Detailed reference for Python in the context of Developer Ecosystem. -## Software Engineering +## Standard Reference -### Programming Foundations + - [digitalocean.com python 🌟](https://www.digitalocean.com/community/tags/python) [COMMUNITY-TOOL] + - [Dough Hellmann - Python, OpenStack and Open Source](https://doughellmann.com) [COMMUNITY-TOOL] + - [Awesome Django. A curated list of awesome Django apps, projects and resources](https://gitlab.com/rosarior/awesome-django) [COMMUNITY-TOOL] + - [fedoralovespython.org 🌟](https://fedoralovespython.org) [COMMUNITY-TOOL] + - [futurecoder.io](https://futurecoder.io) [COMMUNITY-TOOL] + - [github.com/Asabeneh/30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) [COMMUNITY-TOOL] + - [Python 3.4 Programming Tutorials - YouTube](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAcbMi1sH6oAMk4JHw91mC_) [COMMUNITY-TOOL] + - [Yagmail: Python e-mail library](https://github.com/kootenpv/yagmail) ⭐ 2726 [COMMUNITY-TOOL] + - [How To Deadlock Your Python With getaddrinfo()](https://emptysqua.re/blog/getaddrinfo-deadlock) [COMMUNITY-TOOL] + - [New String Formatting in Python 3.6](https://zerokspot.com/weblog/2015/12/31/new-string-formatting-in-python) [COMMUNITY-TOOL] + - [tqdm: Instantly make your python loops show a progress meter - just wrap' any iterator with "tqdm(iterator)", and you're done!](https://github.com/noamraph/tqdm) ⭐ 2767 [COMMUNITY-TOOL] + - [Python FAQ: Why should I use Python 3? 🌟](https://eev.ee/blog/2016/07/31/python-faq-why-should-i-use-python-3) [COMMUNITY-TOOL] + - [digitalocean.com: How To Use the Python Map Function 🌟](https://www.digitalocean.com/community/tutorials/how-to-use-the-python-map-function) [COMMUNITY-TOOL] + - [tryolabs.com: Top 10 Python libraries of 2020](https://tryolabs.com/blog/2020/12/21/top-10-python-libraries-of-2020) [COMMUNITY-TOOL] + - [blog.logrocket.com: Django REST framework alternatives](https://blog.logrocket.com/django-rest-framework-alternatives) [COMMUNITY-TOOL] + - [towardsdatascience.com: Unexpected Size of Python Objects in Memory](https://towardsdatascience.com/the-strange-size-of-python-objects-in-memory-ce87bdfbb97f) [COMMUNITY-TOOL] + - [realpython.com: Python Microservices With gRPC 🌟](https://realpython.com/python-microservices-grpc) [COMMUNITY-TOOL] + - [dashbird.io: How I Manage Credentials in Python Using AWS Secrets Manager](https://dashbird.io/blog/aws-secrets-manager-python) [COMMUNITY-TOOL] + - [freecodecamp.org: The Python Handbook 🌟](https://www.freecodecamp.org/news/the-python-handbook) [COMMUNITY-TOOL] + - [towardsdatascience.com: 7 Must-Know Data Wrangling Operations with Python' Pandas](https://towardsdatascience.com/7-must-know-data-wrangling-operations-with-python-pandas-849438a90d15) [COMMUNITY-TOOL] + - [towardsdatascience.com: All The Important Features and Changes in Python' 3.10](https://towardsdatascience.com/all-the-important-features-and-changes-in-python-3-10-e3d1fe542fbf) [COMMUNITY-TOOL] + - [freecodecamp.org: Python Map Function – How to Map a List in Python 3.0,' With Example Code](https://www.freecodecamp.org/news/python-map-function-how-to-map-a-list-in-python-3-0-with-example-code) [COMMUNITY-TOOL] + - [analyticsindiamag.com: Object-Oriented Programming with Python](https://analyticsindiamag.com/object-oriented-programming-python) [COMMUNITY-TOOL] + - [analyticsvidhya.com: Top Online Platforms to Learn Python](https://www.analyticsvidhya.com/blog/2021/04/top-online-platforms-to-learn-python) [COMMUNITY-TOOL] + - [towardsdatascience.com: There is more to β€˜pandas.read_csv()’ than meets' the eye](https://towardsdatascience.com/there-is-more-to-pandas-read-csv-than-meets-the-eye-8654cb2b3a03) [COMMUNITY-TOOL] + - [developers.redhat.com: micropipenv: Installing Python dependencies in containerized' applications 🌟](https://developers.redhat.com/articles/2021/05/19/micropipenv-installing-python-dependencies-containerized-applications) [COMMUNITY-TOOL] + - [trstringer.com: Debug a Python Application Running in Kubernetes 🌟](https://trstringer.com/debug-python-kubernetes) [COMMUNITY-TOOL] + - [analyticsvidhya.com: Implementing ETL Process Using Python to Learn Data' Engineering](https://www.analyticsvidhya.com/blog/2021/06/implementing-python-to-learn-data-engineering-etl-process) [COMMUNITY-TOOL] + - [stackoverflow.blog: Getting started with… Python 🌟](https://stackoverflow.blog/2021/07/14/getting-started-with-python) [COMMUNITY-TOOL] + - [oxylabs.io: Python Web Scraping Tutorial: Step-By-Step](https://oxylabs.io/blog/python-web-scraping) [COMMUNITY-TOOL] + - [returngis.net: Gestionar recursos de Kubernetes con Python](https://www.returngis.net/2021/08/gestionar-recursos-de-kubernetes-con-python) [COMMUNITY-TOOL] + - [opensource.com: Parse command-line arguments with argparse in Python](https://opensource.com/article/21/8/python-argparse) [COMMUNITY-TOOL] + - [freecodecamp.org: Python List Methods – append( ) vs extend( ) in Python' Explained with Code Examples](https://www.freecodecamp.org/news/python-list-methods-append-vs-extend) [COMMUNITY-TOOL] + - [freecodecamp.org: Dictionary Comprehension in Python – Explained with Examples' 🌟](https://www.freecodecamp.org/news/dictionary-comprehension-in-python-explained-with-examples) [COMMUNITY-TOOL] + - [developers.redhat.com: Learn Python: Tutorials and updates from Red Hat' experts](https://developers.redhat.com/topics/python) [COMMUNITY-TOOL] + - [towardsdatascience.com: How Not to Use Python Lists](https://towardsdatascience.com/how-not-to-use-python-lists-d06cbe8e593) [COMMUNITY-TOOL] + - [kdnuggets.com: How To Build A Database Using Python](https://www.kdnuggets.com/2021/09/build-database-using-python.html) [COMMUNITY-TOOL] + - [zdnet.com: Programming languages: Python just took a big jump forward](https://www.zdnet.com/article/programming-languages-python-just-took-a-big-jump-forward) [COMMUNITY-TOOL] + - [genbeta.com: Python se convierte en el lenguaje de programaciΓ³n mΓ‘s popular' segΓΊn el Γ­ndice TIOBE: adiΓ³s al largo reinado de C](https://www.genbeta.com/actualidad/python-se-convierte-lista-tiobe-lenguaje-popular-red-superando-incluso-a-c) [COMMUNITY-TOOL] + - [sureshdsk.dev: Check diff between two files in Python](https://sureshdsk.dev/check-diff-between-two-files-in-python) [COMMUNITY-TOOL] + - [freecodecamp.org: Python String split() and join() Methods – Explained with' Examples](https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained-with-examples) [COMMUNITY-TOOL] + - [blog.teclado.com: Python Methods: Instance, Static and Class](https://blog.teclado.com/python-methods-instance-static-class) [COMMUNITY-TOOL] + - [treyhunner.com: How to flatten a list in Python](https://treyhunner.com/2021/11/how-to-flatten-a-list-in-python) [COMMUNITY-TOOL] + - [makeuseof.com: 7 Vital Commands to Get Started With Python for Beginners](https://www.makeuseof.com/python-for-beginners) [COMMUNITY-TOOL] + - [freecodecamp.org: Python Sets – Explained with Examples](https://www.freecodecamp.org/news/python-set-operations-explained-with-examples) [COMMUNITY-TOOL] + - [dev.to: Creating a blockchain in 60 lines of Python](https://dev.to/imjoseangel/creating-a-blockchain-in-60-lines-of-python-2hlc) [COMMUNITY-TOOL] + - [towardsdatascience.com: Master Class Inheritance in Python 🌟](https://towardsdatascience.com/master-class-inheritance-in-python-c46bfda63374) [COMMUNITY-TOOL] + - [makeuseof.com: 11 Useful Python One-Liners You Must Know](https://www.makeuseof.com/useful-python-one-liners-you-must-know) [COMMUNITY-TOOL] + - [thenewstack.io: More Python for Non-Programmers](https://thenewstack.io/more-python-for-non-programmers) [COMMUNITY-TOOL] + - [developers.redhat.com: Generating pseudorandom numbers in Python](https://developers.redhat.com/articles/2021/11/04/generating-pseudorandom-numbers-python) [COMMUNITY-TOOL] + - 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[huyenchip.com: Why data scientists shouldn’t need to know Kubernetes](https://huyenchip.com/2021/09/13/data-science-infrastructure.html) [COMMUNITY-TOOL] + - [realpython.com: Machine Learning With Python 🌟🌟🌟](https://realpython.com/learning-paths/machine-learning-python) [COMMUNITY-TOOL] + - [oreilly.com: how to use pivot tables in Pandas step-by-step](https://www.oreilly.com/learning/pivot-tables) [COMMUNITY-TOOL] + - [Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures](https://nikolaygrozev.wordpress.com/2015/07/01/reshaping-in-pandas-pivot-pivot-table-stack-and-unstack-explained-with-pictures) [COMMUNITY-TOOL] + - [analyticsvidhya.com: Cheat Sheet for Exploratory Data Analysis in Python' 🌟](https://www.analyticsvidhya.com/blog/2015/06/infographic-cheat-sheet-data-exploration-python) [COMMUNITY-TOOL] + - [pandastutor.com 🌟](https://pandastutor.com) [COMMUNITY-TOOL] + - [Python 3 standard library Module of the Week, Doug Hellmann](https://pymotw.com) [COMMUNITY-TOOL] + - [Python 2 standard library Module of the Week, Doug Hellmann](https://pymotw.com/2) [COMMUNITY-TOOL] + - [Boto](https://github.com/boto/boto) ⭐ 6432 [ENTERPRISE-STABLE] + - [Migrating to Boto3](https://aws.amazon.com/es/blogs/developer/migrating-to-boto3) [COMMUNITY-TOOL] + - [dashbird.io: Explaining boto3: how to use any AWS service with python](https://dashbird.io/blog/boto3-aws-python) [COMMUNITY-TOOL] + - [dashbird.io: 8 Must-Know Tricks to Use S3 More Effectively in Python](https://dashbird.io/blog/aws-s3-python-tricks) [COMMUNITY-TOOL] + - [kite: Code Faster with AI Autocomplete](https://kite.com) [COMMUNITY-TOOL] + - [pyxll-jupyter: Integration for Jupyter notebooks and Microsoft Excel](https://github.com/pyxll/pyxll-jupyter) ⭐ 161 [COMMUNITY-TOOL] + - [Pydeps 🌟](https://github.com/thebjorn/pydeps) ⭐ 2087 [COMMUNITY-TOOL] + - [joke2k/faker 🌟](https://github.com/joke2k/faker) ⭐ 19257 [DE FACTO STANDARD] + - [makeuseof.com: 10 Useful Tools for Python Developers](https://www.makeuseof.com/python-developer-tools) [COMMUNITY-TOOL] + - [dev.to: Code Quality Tools in Python](https://dev.to/dollardhingra/code-quality-tools-in-python-4k2a) [COMMUNITY-TOOL] + - [google/python-fire 🌟](https://github.com/google/python-fire) ⭐ 28195 [DE FACTO STANDARD] + - [github.com/bloomberg/memray 🌟🌟](https://github.com/bloomberg/memray) ⭐ 15046 [DE FACTO STANDARD] + - [github.com/microsoft/pyright](https://github.com/microsoft/pyright) ⭐ 15447 [DE FACTO STANDARD] + - [github.com/kodemore/chili](https://github.com/kodemore/chili) ⭐ 73 [COMMUNITY-TOOL] + - [Ruff](https://github.com/astral-sh/ruff) ⭐ 47643 [DE FACTO STANDARD] + - [TWINT - Twitter Intelligence Tool](https://github.com/twintproject/twint) ⭐ 16375 [DE FACTO STANDARD] + - [opensource.com: How to use Python to hack your Eclipse IDE](https://opensource.com/life/16/2/how-use-python-hack-your-ide) [COMMUNITY-TOOL] + - [PyGithub 🌟](https://github.com/PyGithub/PyGithub) ⭐ 7719 [ENTERPRISE-STABLE] -#### Python Language - - - **(2025)** [**Think Python**](https://allendowney.github.io/ThinkPython) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A classic computational thinking handbook utilizing Python. Focuses on algorithmic integrity, data structure designs, object-oriented implementations, and debug execution pipelines. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/qa.md b/v2-docs/qa.md index bd63654a..cd4f36b1 100644 --- a/v2-docs/qa.md +++ b/v2-docs/qa.md @@ -3,14 +3,44 @@ !!! info "Architectural Context" Detailed reference for Qa in the context of Platform & Site Reliability. -## Cloud-Native Development +## Standard Reference -### Local Development Tools + - [linkedin.com/pulse: Importance of API Automation Testing 🌟](https://www.linkedin.com/pulse/importance-api-automation-testing-manish-saini) [COMMUNITY-TOOL] + - [thenewstack.io: Optimizing App Performance in a Multicloud Stack](https://thenewstack.io/optimizing-app-performance-in-a-multicloud-stack) [COMMUNITY-TOOL] + - [devops.com: Continuous Testing Practices (Part 1) 🌟](https://devops.com/continuous-testing-practices-part-1) [COMMUNITY-TOOL] + - [itnext.io: Software Development Is Misunderstood 🌟](https://itnext.io/software-development-is-misunderstood-quality-is-fastest-way-to-get-code-into-production-f1f5a0792c69) [COMMUNITY-TOOL] + - [thenewstack.io: 7 Benefits of Testing in Isolation](https://thenewstack.io/7-benefits-of-testing-in-isolation) [COMMUNITY-TOOL] + - [thenewstack.io: Error Handling from Backends to the Frontend](https://thenewstack.io/error-handling-from-backends-to-the-frontend) [COMMUNITY-TOOL] + - [dev.to: Test-Driven-Development with Django: Unit Testing & Integration' testing with Docker, Flask & Github Actions](https://dev.to/koladev/test-driven-development-with-django-unit-testing-integration-testing-with-docker-flask-github-actions-2047) [COMMUNITY-TOOL] + - [smashingmagazine.com: Testing Pipeline 101 For Frontend Testing](https://www.smashingmagazine.com/2022/02/testing-pipeline-101-frontend-testing) [COMMUNITY-TOOL] + - 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[google/clusterfuzzlite 🌟](https://github.com/google/clusterfuzzlite) ⭐ 525 [COMMUNITY-TOOL] + - [thenewstack.io: Google Introduces ClusterFuzzLite Security Tool for CI/CD](https://thenewstack.io/google-introduces-clusterfuzzlite-security-tool-for-ci-cd) [COMMUNITY-TOOL] + - [convert.com: Top 10 A/B Testing Tools That Are Good for the Next 5 Years' (Vetted by Features, Privacy, Maturity & Price)](https://www.convert.com/blog/a-b-testing/a-b-testing-tools-2022-beyond) [COMMUNITY-TOOL] + - [circleci.com: Unit testing vs integration testing 🌟](https://circleci.com/blog/unit-testing-vs-integration-testing) [COMMUNITY-TOOL] + - [reviewdog - A code review dog who keeps your codebase healthy.](https://github.com/reviewdog/reviewdog) ⭐ 9315 [ENTERPRISE-STABLE] + - [devops.com: Best Practices for Application Performance Testing](https://devops.com/best-practices-for-application-performance-testing) [COMMUNITY-TOOL] + - [sonobuoy](https://github.com/vmware-tanzu/sonobuoy) ⭐ 3039 [ENTERPRISE-STABLE] + - [kubench](https://github.com/vincentserpoul/kubench) [COMMUNITY-TOOL] -#### Comparison Frameworks - - - **(2021)** [rookout.com: Developer Tools for Kubernetes in 2021: Helm, Kustomize, and Skaffold (Part 1)](https://www.dynatrace.com/solutions/observability-for-developers) [COMMUNITY-TOOL] β€” A multi-part guide evaluating local-to-remote Kubernetes developer environments. Offers in-depth technical comparisons between Skaffold, Tilt, and Garden for rapid prototyping, highlighting the trade-offs of each system. --- -πŸ’‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [Scaffolding](./scaffolding.md) | [Devops](./devops.md) +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) diff --git a/v2-docs/rancher.md b/v2-docs/rancher.md new file mode 100644 index 00000000..58251e63 --- /dev/null +++ b/v2-docs/rancher.md @@ -0,0 +1,50 @@ +# Rancher + +!!! info "Architectural Context" + Detailed reference for Rancher in the context of The Container Stack. + +## Standard Reference + + - [zdnet.com: Rancher Labs closes $40M funding round to "run Kubernetes everywhere"](https://www.zdnet.com/article/rancher-labs-closes-40m-funding-round-to-run-kubernetes-everywhere) [COMMUNITY-TOOL] + - [thenewstack.io: Rancher 2.5 Sets out to Be the Stock Kubernetes Build for' GitOps](https://thenewstack.io/rancher-2-5-sets-out-to-be-the-stock-kubernetes-build-for-gitops) [COMMUNITY-TOOL] + - [dzone: Getting Started With Rancher 🌟](https://dzone.com/refcardz/getting-started-with-rancher) [COMMUNITY-TOOL] + - [suse.com: SUSE Rancher 2.6 delivers interoperability across multi-cloud' environments with redesigned user experience, hosted cluster support, and improved security posture](https://www.suse.com/c/intro-rancher-2-6-features) [COMMUNITY-TOOL] + - [zdnet.com: SUSE Harvester: Deploying virtual machines with Kubernetes](https://www.zdnet.com/article/suse-harvester-deploying-virtual-machines-with-kubernetes) [COMMUNITY-TOOL] + - [suse.com: My First Impressions with SUSE Rancher Kubernetes Projects](https://www.suse.com/c/rancher_blog/my-first-impressions-with-suse-rancher-kubernetes-projects) [COMMUNITY-TOOL] + - [rancherdesktop.io](https://rancherdesktop.io) [COMMUNITY-TOOL] + - [suse.com: Rancher Desktop 1.0.0 Has Arrived](https://www.suse.com/c/rancher_blog/rancher-desktop-1-0-0-has-arrived) [COMMUNITY-TOOL] + - [Rancher Labs launches free training course to meet surging demand for Kubernetes skills](https://www.computing.co.uk/news/4015423/rancher-labs-launches-free-training-course-meet-surging-demand-kubernetes) [COMMUNITY-TOOL] + - [Bootstrap RKE Kubernetes Cluster in AWS Environment](https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws) ⭐ 19 [COMMUNITY-TOOL] + - [github.com/gruberdev/local-gitops: Local Gitops 🌟](https://github.com/gruberdev/local-gitops) [COMMUNITY-TOOL] + - [**k3s**](https://k3s.io) [COMMUNITY-TOOL] + - [K8s vs k3s](https://www.civo.com/blog/k8s-vs-k3s) [COMMUNITY-TOOL] + - [**k3sup (said 'ketchup')**](https://github.com/alexellis/k3sup) ⭐ 7382 [ENTERPRISE-STABLE] + - [k3s-gitlab](https://github.com/apk8s/k3s-gitlab) [COMMUNITY-TOOL] + - [thenewstack.io: How K3s, Portworx, and Calico Can Serve as a Foundation' of Cloud Native Edge Infrastructure](https://thenewstack.io/how-k3s-portworx-and-calico-can-serve-as-a-foundation-of-cloud-native-edge-infrastructure) [COMMUNITY-TOOL] + - [thenewstack.io: Tutorial - Configure Cloud Native Edge Infrastructure with' K3s, Calico, Portworx](https://thenewstack.io/tutorial-configure-cloud-native-edge-infrastructure-with-k3s-calico-portworx) [COMMUNITY-TOOL] + - [github.com/aws-samples/cdk-k3s-cluster 🌟](https://github.com/aws-samples/aws-cdk-for-k3scluster) ⭐ 61 [COMMUNITY-TOOL] + - [codeburst.io: Creating a Local Development Kubernetes Cluster with k3s and' Traefik Proxy](https://codeburst.io/creating-a-local-development-kubernetes-cluster-with-k3s-and-traefik-proxy-7a5033cb1c2d) [COMMUNITY-TOOL] + - [blog.alexellis.io: Bare-metal Kubernetes with K3s](https://blog.alexellis.io/bare-metal-kubernetes-with-k3s) [COMMUNITY-TOOL] + - [k3s_hetzner](https://gitlab.com/k3s_hetzner/k3s_hetzner) [COMMUNITY-TOOL] + - [github.com/erebe/personal-server: Personal server configuration with k3s' 🌟](https://github.com/erebe/personal-server) [COMMUNITY-TOOL] + - [dev.to: All about k3s - Lightweight Kubernetes 🌟](https://dev.to/abhinavd26/all-about-k3s-lightweight-kubernetes-3ell) [COMMUNITY-TOOL] + - [gabrieltanner.org: Setting up a HA Kubernetes cluster using K3S](https://gabrieltanner.org/blog/ha-kubernetes-cluster-using-k3s) [COMMUNITY-TOOL] + - [blog.nootch.net: Kubernetes at Home With K3s](https://blog.nootch.net/post/kubernetes-at-home-with-k3s) [COMMUNITY-TOOL] + - [itnext.io: Running K3S workload in a restricted environment](https://itnext.io/running-k3s-workload-in-a-restricted-environment-c2f593d19005) [COMMUNITY-TOOL] + - [dev.to/dashaun: K3s on Raspberry Pi and ClusterHat](https://dev.to/dashaun/k3s-on-raspberry-pi-and-clusterhat-m6k) [COMMUNITY-TOOL] + - [blog.getambassador.io: Best Tools for Kubernetes Local Development: A Comprehensive' Guide](https://blog.getambassador.io/best-tools-for-kubernetes-local-development-a-comprehensive-guide-3577d351d31e) [COMMUNITY-TOOL] + - [tinyzimmer/k3p](https://github.com/tinyzimmer/k3p) ⭐ 13 [COMMUNITY-TOOL] + - [clanktron/k3s-ansible](https://github.com/clanktron/k3s-ansible) ⭐ 36 [COMMUNITY-TOOL] + - [cnrancher/autok3s](https://github.com/cnrancher/autok3s) ⭐ 932 [COMMUNITY-TOOL] + - [K3S Use Cases](https://www.youtube.com/watch?v=2LNxGVS81mE) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes + Rancher Cluster Manager 2.6 on your macOS laptop' with k3d/k3s in 5 min](https://itnext.io/kubernetes-rancher-cluster-manager-2-6-on-your-macos-laptop-with-k3d-k3s-in-5-min-8acdb94f3376) [COMMUNITY-TOOL] + - [dev.to/iamunnip: Building a local Kubernetes cluster using k3d](https://dev.to/iamunnip/building-a-local-kubernetes-cluster-using-k3d-2p3d) [COMMUNITY-TOOL] + - [**k3OS**](https://github.com/rancher/k3os) ⭐ 3491 [ENTERPRISE-STABLE] + - [K3C](https://github.com/rancher/k3c) ⭐ 565 [COMMUNITY-TOOL] + - [github.com/rancher/fleet](https://github.com/rancher/fleet) ⭐ 1699 [COMMUNITY-TOOL] + - [itnext.io: Fleet Management of Kubernetes Clusters at Scale β€” Rancher’s' Fleet](https://itnext.io/fleet-management-of-kubernetes-clusters-at-scale-ranchers-fleet-de161cc52325) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) + diff --git a/v2-docs/react.md b/v2-docs/react.md index 51f3bf31..af49920d 100644 --- a/v2-docs/react.md +++ b/v2-docs/react.md @@ -3,14 +3,19 @@ !!! info "Architectural Context" Detailed reference for React in the context of Developer Ecosystem. +## Standard Reference + + - [web.dev/explore/react](https://web.dev/explore/react) [COMMUNITY-TOOL] + - [freecodecamp.org: How to Get Started With React – A Beginner's Guide](https://www.freecodecamp.org/news/get-started-with-react-for-beginners) [COMMUNITY-TOOL] + ## Software Engineering ### Frontend Development #### React Framework - - **(2023)** [**useHooks - React Hooks Library**](https://usehooks.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A premium library of self-contained, optimized React hooks facilitating stateful abstractions. Designed to simplify DOM tracking, event management, and browser interactions inside production web applications. + - [useHooks - React Hooks Library](https://usehooks.com) [ENTERPRISE-STABLE] β€” A premium library of self-contained, optimized React hooks facilitating stateful abstractions. Designed to simplify DOM tracking, event management, and browser interactions inside production web applications. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [Swagger Code Generator For Rest Apis](./swagger-code-generator-for-rest-apis.md) diff --git a/v2-docs/recruitment.md b/v2-docs/recruitment.md index 0831a97c..f5cc9696 100644 --- a/v2-docs/recruitment.md +++ b/v2-docs/recruitment.md @@ -9,25 +9,25 @@ #### Market Demand - - **(2023)** [lavanguardia.com: Ingeniero de β€˜machine learning’ e ingeniero de datos, las profesiones emergentes mΓ‘s demandadas en EspaΓ±a](https://www.lavanguardia.com/economia/20230414/8895371/ingeniero-machine-learning-e-ingeniero-datos-profesiones-emergentes-mas-demandadas-espana.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Market research report exploring the explosive demand for Machine Learning Engineers and Data Engineers within the Spanish technology sector. It provides insights into curriculum choices, salary benchmarks, and the integration of data engineering pipelines in enterprise architectures. [SPANISH CONTENT] + - [lavanguardia.com: Ingeniero de β€˜machine learning’ e ingeniero de datos,' las profesiones emergentes mΓ‘s demandadas en EspaΓ±a](https://www.lavanguardia.com/economia/20230414/8895371/ingeniero-machine-learning-e-ingeniero-datos-profesiones-emergentes-mas-demandadas-espana.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Market research report exploring the explosive demand for Machine Learning Engineers and Data Engineers within the Spanish technology sector. It provides insights into curriculum choices, salary benchmarks, and the integration of data engineering pipelines in enterprise architectures. [SPANISH CONTENT] ### Job Hunting #### Recruitment Platforms - - **(2025)** [recruit crm](https://recruitcrm.io) 🌟 [COMMUNITY-TOOL] β€” An Applicant Tracking System (ATS) and CRM software platform built for scaling HR workflows. It details recruitment pipeline structures and helps software engineers map out recruitment vendor pipelines. + - [recruit crm](https://recruitcrm.io) [COMMUNITY-TOOL] β€” An Applicant Tracking System (ATS) and CRM software platform built for scaling HR workflows. It details recruitment pipeline structures and helps software engineers map out recruitment vendor pipelines. #### Relocation Guides - - **(2025)** [**International Tech Job Search Handbook**](https://github.com/andrewstetsenko/tech-jobs-with-relocation) ⭐ 4405 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly rated, community-vetted handbook and repository containing aggregated metadata on global job searches. It details specific corporate policies regarding visa processes, relocation packages, and country-specific tax rules for tech candidates. + - [International Tech Job Search Handbook](https://github.com/andrewstetsenko/tech-jobs-with-relocation) ⭐ 4405 [ENTERPRISE-STABLE] β€” A highly rated, community-vetted handbook and repository containing aggregated metadata on global job searches. It details specific corporate policies regarding visa processes, relocation packages, and country-specific tax rules for tech candidates. #### Relocation Platforms - - **(2026)** [relocate.me](https://relocate.me) 🌟🌟 [COMMUNITY-TOOL] β€” A specialized global platform built for software developers seeking international career transitions. It categorizes jobs by visa sponsorship options and provides essential information on relocation assistance packages. + - [relocate.me](https://relocate.me) [COMMUNITY-TOOL] β€” A specialized global platform built for software developers seeking international career transitions. It categorizes jobs by visa sponsorship options and provides essential information on relocation assistance packages. #### Resume Strategy - - **(2021)** [forbes.com: What Do Employers Want To See In Your CV?](https://www.forbes.com/sites/andrewfennell/2021/09/08/what-do-employers-want-to-see-in-your-cv) 🌟 [COMMUNITY-TOOL] β€” A corporate advisory article outlining standard recruiter patterns when scanning software engineer resumes. It emphasizes readability, formatting for automated ATS systems, and the strategic presentation of technical accomplishments. - **(2023)** [businessinsider.es: MentΓ­ en mi currΓ­culum para conseguir un trabajo mejor pagado y creo que otros deberΓ­an hacer lo mismo](https://www.businessinsider.es/desarrollo-profesional/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” An analytical look at modern career strategies, discussing the ethics and outcomes of resume inflation during high-stakes tech and corporate job hunting. It highlights structural shifts in candidate-employer dynamics and explores how candidates manage perceived mismatches. [SPANISH CONTENT] + - [forbes.com: What Do Employers Want To See In Your CV?](https://www.forbes.com/sites/andrewfennell/2021/09/08/what-do-employers-want-to-see-in-your-cv) [COMMUNITY-TOOL] β€” A corporate advisory article outlining standard recruiter patterns when scanning software engineer resumes. It emphasizes readability, formatting for automated ATS systems, and the strategic presentation of technical accomplishments. #### Salary Negotiation - - **(2020)** [mikzuit/fair-job-offer](https://github.com/mikzuit/fair-job-offer) ⭐ 19 🌟 [COMMUNITY-TOOL] β€” A simple open-source calculator designed to analyze and evaluate developer employment contracts and job offer structures. The project is currently deprioritized due to lack of commit activity over the last four years. + - [mikzuit/fair-job-offer](https://github.com/mikzuit/fair-job-offer) ⭐ 19 [COMMUNITY-TOOL] β€” A simple open-source calculator designed to analyze and evaluate developer employment contracts and job offer structures. The project is currently deprioritized due to lack of commit activity over the last four years. #### Workplace Culture - **(2023)** [businessinsider.es: El fin de la lealtad laboral](https://www.businessinsider.es/desarrollo-profesional/fin-lealtad-laboral-empleados-ya-no-son-fieles-jefes-1358974) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” An investigation into modern labor economics showing a shift in corporate loyalty, where technology professionals prioritize career progression and compensation adjustment over organizational longevity. This piece unpacks how fast-track job-hopping is becoming an industry-standard mechanism for talent compensation correction. [SPANISH CONTENT] @@ -37,109 +37,99 @@ #### Generational Workforce Dynamics - - **(2021)** [forbes.com: β€˜The Great Resignation’: Why Gen Z Is Leaving The Workforce In Droves…And What To Do About It](https://www.forbes.com/sites/jasonwingard/2021/09/02/the-great-resignation-why-gen-z-is-leaving-the-workforce-in-drovesand-what-to-do-about-it) [COMMUNITY-TOOL] β€” Analyzes the unique professional expectations and workplace friction points driving rapid turnover among early-career software developers and technical professionals. Emphasizes the need for modern management structures prioritizing psychological safety, rapid feedback loops, and meaningful work. + - [forbes.com: β€˜The Great Resignation’: Why Gen Z Is Leaving The Workforce' In Droves…And What To Do About It](https://www.forbes.com/sites/jasonwingard/2021/09/02/the-great-resignation-why-gen-z-is-leaving-the-workforce-in-drovesand-what-to-do-about-it) [COMMUNITY-TOOL] β€” Analyzes the unique professional expectations and workplace friction points driving rapid turnover among early-career software developers and technical professionals. Emphasizes the need for modern management structures prioritizing psychological safety, rapid feedback loops, and meaningful work. #### Labor Economics in Technology - **(2022)** [**stackoverflow.blog: The Great Resignation is here. What does that mean for developers? 🌟**](https://stackoverflow.blog/2022/12/28/the-great-resignation-is-here-what-does-that-mean-for-developers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes developer-specific survey data concerning job security, motivation, and professional expectations during market transformations. Highlights the supreme importance of tooling quality, modern tech stacks, and streamlined developer experience (DX) as core retention metrics. - **(2024)** [vice.com: Thousands of Software Engineers Say the Job Market Is Getting Much Worse](https://www.vice.com/en/article/thousands-of-software-engineers-say-the-job-market-is-getting-much-worse) [COMMUNITY-TOOL] β€” Synthesizes feedback from thousands of software developers navigating the post-hype, high-rate economic landscape. Explores the impact of tech layoffs, AI automation anxieties, and the drastic contraction of fully remote engineering positions. - - **(2022)** [xataka.com: La guerra de talento en el sector tecnolΓ³gico amenaza la viabilidad de muchas pymes espaΓ±olas: cada vez les resulta mΓ‘s difΓ­cil retener a los seniors](https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the severe threat that hyper-competitive global remote hiring poses to Spanish Small and Medium Enterprises (SMEs). Highlights the critical struggle of regional companies to retain senior engineering talent against foreign companies paying international rates. [SPANISH CONTENT] - - **(2022)** [xataka.com: La Gran Renuncia estΓ‘ ganando terreno en EspaΓ±a, pero hay dos barreras: salarios bajos e indemnizaciones](https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral) [SPANISH CONTENT] [LEGACY] β€” Explores why the Great Resignation in Spain manifested differently than in the US, highlighting two powerful structural friction points: lower baseline salaries and legacy severance pay/indemnification laws. Synthesizes how these economic architectures deter workers from proactive risk-taking. [SPANISH CONTENT] - - **(2021)** [news.slashdot.org: A Record Number of Workers Are Quitting Their Jobs, Empowered by New Leverage](https://news.slashdot.org/story/21/10/12/1818252/a-record-number-of-workers-are-quitting-their-jobs-empowered-by-new-leverage) [COMMUNITY-TOOL] β€” Examines the systemic power shifts in the tech labor market as developer demand hit unprecedented levels. Explores how increased talent leverage forced organizations to rethink rigid employment agreements, compensation strategies, and geographical constraints. - - **(2021)** [blog.pragmaticengineer.com: The Most Heated Tech Job Market in History: Advice for Software Engineers](https://blog.pragmaticengineer.com/advice-for-tech-workers-to-navigate-a-heated-job-market) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A high-density strategic guide navigating the hyper-competitive tech hiring landscape from both candidate and leadership perspectives. Outlines structural patterns of compensation, the rise of remote-first engineering hubs, and methods for identifying sustainable engineering organizations. - **(2021)** [blogs.elconfidencial.com: El talento atrofiado: por quΓ© en EspaΓ±a escasean los profesionales de alto nivel](https://www.elconfidencial.com/tecnologia/tribuna/2021-06-02/talento-informatica-startups-silicon-valley-google_3112087) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Investigates the structural challenges and brain drain patterns affecting high-level engineering talent in Spain. Outlines how systemic low compensation, cultural aversion to technical risk, and administrative overhead push top-tier Spanish architects to work remotely for international tech giants. [SPANISH CONTENT] - - **(2021)** [es.euronews.com: La Gran Renuncia: ΒΏpuede llegar la revoluciΓ³n laboral de EE. UU. a Europa?](https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revolucion-laboral-de-ee-uu-a-europa) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Examines the labor mobility trends and regulatory differences between the US and European job markets during the pandemic-era migration. Explores how European social safety nets, collective bargaining frameworks, and stronger labor laws modified the local expression of workplace attrition. [SPANISH CONTENT] - - **(2021)** [codingpotions.com: ΒΏCuΓ‘nto cobra un programador en EspaΓ±a en 2021?](https://codingpotions.com/salarios-programadores-2021) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Provides a thorough compensation breakdown across different technical roles, experience levels (Junior, Mid, Senior), and geographical regions within the Spanish software sector in 2021. Establishes baseline metrics for salary negotiations. [SPANISH CONTENT] - **(2021)** [codigonuevo.com: ΒΏDeberΓ­a adaptarse el sueldo del teletrabajo al lugar en el que vivas?](https://www.codigonuevo.com/yo/deberia-adaptarse-sueldo-teletrabajo-lugar-vivas-AOCN305757) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Investigates the highly debated ethical and operational question of whether remote engineering salaries should be localized to an employee's place of residence. Examines arguments for cost-of-living indexing versus equal-pay-for-equal-work strategies. [SPANISH CONTENT] + - [news.slashdot.org: A Record Number of Workers Are Quitting Their Jobs, Empowered' by New Leverage](https://news.slashdot.org/story/21/10/12/1818252/a-record-number-of-workers-are-quitting-their-jobs-empowered-by-new-leverage) [COMMUNITY-TOOL] β€” Examines the systemic power shifts in the tech labor market as developer demand hit unprecedented levels. Explores how increased talent leverage forced organizations to rethink rigid employment agreements, compensation strategies, and geographical constraints. + - [blog.pragmaticengineer.com: The Most Heated Tech Job Market in History:' Advice for Software Engineers](https://blog.pragmaticengineer.com/advice-for-tech-workers-to-navigate-a-heated-job-market) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A high-density strategic guide navigating the hyper-competitive tech hiring landscape from both candidate and leadership perspectives. Outlines structural patterns of compensation, the rise of remote-first engineering hubs, and methods for identifying sustainable engineering organizations. + - [es.euronews.com: La Gran Renuncia: ΒΏpuede llegar la revoluciΓ³n laboral de' EE. UU. a Europa?](https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revolucion-laboral-de-ee-uu-a-europa) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Examines the labor mobility trends and regulatory differences between the US and European job markets during the pandemic-era migration. Explores how European social safety nets, collective bargaining frameworks, and stronger labor laws modified the local expression of workplace attrition. [SPANISH CONTENT] + - [codingpotions.com: ΒΏCuΓ‘nto cobra un programador en EspaΓ±a en 2021?](https://codingpotions.com/salarios-programadores-2021) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Provides a thorough compensation breakdown across different technical roles, experience levels (Junior, Mid, Senior), and geographical regions within the Spanish software sector in 2021. Establishes baseline metrics for salary negotiations. [SPANISH CONTENT] + - [xataka.com: La guerra de talento en el sector tecnolΓ³gico amenaza la viabilidad' de muchas pymes espaΓ±olas: cada vez les resulta mΓ‘s difΓ­cil retener a los seniors](https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the severe threat that hyper-competitive global remote hiring poses to Spanish Small and Medium Enterprises (SMEs). Highlights the critical struggle of regional companies to retain senior engineering talent against foreign companies paying international rates. [SPANISH CONTENT] + - [xataka.com: La Gran Renuncia estΓ‘ ganando terreno en EspaΓ±a, pero hay dos' barreras: salarios bajos e indemnizaciones](https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral) [SPANISH CONTENT] [LEGACY] β€” Explores why the Great Resignation in Spain manifested differently than in the US, highlighting two powerful structural friction points: lower baseline salaries and legacy severance pay/indemnification laws. Synthesizes how these economic architectures deter workers from proactive risk-taking. [SPANISH CONTENT] #### The Great Resignation Paradigm - **(2021)** [wired.co.uk: The Great Resignation is here and no one is prepared](https://www.wired.com/story/great-resignation-quit-job) [COMMUNITY-TOOL] β€” A deep dive into the socio-economic drivers behind the pandemic-era workplace migrations. Synthesizing market-wide attrition metrics with early organizational responses, it highlights how systemic burnout and the shift to remote work fundamentally altered employee leverage. - - **(2021)** [joshbersin.com: From The Great Resignation To The Great Migration](https://joshbersin.com/2021/12/from-the-great-resignation-to-the-great-migration) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Reframes the 'Great Resignation' as a global reallocation of talent toward high-growth, modern tech environments. Analyzes macro-level shifts in sector demand, explaining why companies with outdated engineering practices lost critical talent to digital-native architectures. - - **(2021)** [hays.es: β€˜La Gran Renuncia’: ΒΏpor quΓ© tantos profesionales se estΓ‘n planteando dejar su trabajo?](https://www.hays.es/blog/insights/la-gran-renuncia) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Explores the psychological and economic motivators of the 'Great Resignation' from a European talent perspective. Synthesizes survey data from Spanish IT professionals to outline the shifting priorities toward flexibility, modern work-life integration, and competitive technical compensation. [SPANISH CONTENT] - **(2021)** [magnet.xataka.com: La "gran renuncia" americana, o cΓ³mo los trabajadores se han hartado del sistema y estΓ‘n dejando sus empleos](https://www.xataka.com/magnet/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Deconstructs the macro-level socioeconomic causes of the American workplace exodus for a European audience. Details the long-standing friction points of high-pressure work cultures, wage stagnation, and how the post-pandemic paradigm offered unprecedented leverage to workers. [SPANISH CONTENT] - - **(2021)** [xataka.com: La Gran Renuncia: en EEUU los empleados estΓ‘n dejando en masa sus trabajos, la gran pregunta es si veremos esto (y cuΓ‘ndo) en EspaΓ±a](https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Investigates the structural likelihood of the 'Great Resignation' spreading to the Spanish labor market. Contrasts US-style employment liquidity against Spanish labor regulations, high structural unemployment rates, and specific market dynamics. [SPANISH CONTENT] + - [joshbersin.com: From The Great Resignation To The Great Migration](https://joshbersin.com/2021/12/from-the-great-resignation-to-the-great-migration) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Reframes the 'Great Resignation' as a global reallocation of talent toward high-growth, modern tech environments. Analyzes macro-level shifts in sector demand, explaining why companies with outdated engineering practices lost critical talent to digital-native architectures. + - [xataka.com: La Gran Renuncia: en EEUU los empleados estΓ‘n dejando en masa' sus trabajos, la gran pregunta es si veremos esto (y cuΓ‘ndo) en EspaΓ±a](https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Investigates the structural likelihood of the 'Great Resignation' spreading to the Spanish labor market. Contrasts US-style employment liquidity against Spanish labor regulations, high structural unemployment rates, and specific market dynamics. [SPANISH CONTENT] ### Organizational Design and Leadership Systems #### Corporate Governance - - **(2021)** [bbc.com: Is HR ever really your friend?](https://www.bbc.com/worklife/article/20211022-is-hr-ever-really-your-friend) [COMMUNITY-TOOL] β€” Deconstructs the structural role of Human Resources in modern tech enterprises, highlighting the fundamental tension between protecting company interests and advocating for individual employees. Provides actionable navigation patterns for staff engineers dealing with organizational conflict. - - **(2021)** [computing.es: Retos del outsourcing de servicios IT en EspaΓ±a](https://www.computing.es/mundo-digital/opinion/1129764046601/retos-del-outsourcing-de-servicios-it-espana.1.html) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the evolving challenges and strategic patterns of IT service outsourcing in Spain. Outlines critical risk mitigation strategies, Service Level Agreement (SLA) optimizations, and how modern organizations are balancing internal engineering capabilities with vendor-delivered services. [SPANISH CONTENT] + - [bbc.com: Is HR ever really your friend?](https://www.bbc.com/worklife/article/20211022-is-hr-ever-really-your-friend) [COMMUNITY-TOOL] β€” Deconstructs the structural role of Human Resources in modern tech enterprises, highlighting the fundamental tension between protecting company interests and advocating for individual employees. Provides actionable navigation patterns for staff engineers dealing with organizational conflict. #### Engineering Culture - - **(2022)** [forbes.com: As Leaders: What Can We Learn From The Great Resignation?](https://www.forbes.com/sites/dedehenley/2022/01/30/as-leaders-what-can-we-learn-from-the-great-resignation) [COMMUNITY-TOOL] β€” Synthesizes major organizational failures exposed by the Great Resignation, detailing actionable leadership modifications. Focuses on moving from top-down monitoring paradigms to trust-driven, output-oriented metrics within distributed engineering units. - - **(2022)** [bbc.com: Is finding a 'new normal' in the workplace impossible?](https://www.bbc.com/worklife/article/20220104-future-of-work-2022) [LEGACY] β€” Explores the fundamental tensions and organizational challenges of establishing permanent hybrid and remote work architectures. Examines how shifting employee expectations collided with legacy corporate management mechanisms throughout 2022. - - **(2022)** [meet-in.es: Β«Para liderar a largo plazo hay que ser buena personaΒ»](https://www.meet-in.es/para-liderar-a-largo-plazo-hay-que-ser-buena-persona) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Advocates for high-integrity, empathetic leadership frameworks as the ultimate driver of long-term organizational health and retention. Challenges mercenary management styles, arguing that psychological safety and genuine human respect are essential for building resilient engineering pipelines. [SPANISH CONTENT] - - **(2022)** [genbeta.com: Ciberseguridad en llamas: la presiΓ³n actual es tan grande que la mitad de los expertos sufren ansiedad y quieren dimitir](https://www.genbeta.com/desarrollo/ciberseguridad-llamas-presion-actual-grande-que-mitad-expertos-sufren-ansiedad-quieren-renunciar) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details the critical mental health and burnout crisis unfolding in cybersecurity operations. Analyzes how continuous threat landscapes, understaffing, and relentless pressure drive over 50% of security practitioners to experience severe anxiety and consider resigning. [SPANISH CONTENT] - **(2022)** [businessinsider.es: Los 9 factores que mΓ‘s repercuten en la felicidad en el trabajo, segΓΊn los trabajadores](https://www.businessinsider.es/desarrollo-profesional/9-factores-repercuten-felicidad-trabajador-352445) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Presents a ranked taxonomy of the nine key workplace elements that dictate developer and professional happiness. Details how factors like flexibility, trust, work-life balance, and constructive recognition far outweigh basic financial remuneration over time. [SPANISH CONTENT] - - **(2021)** [hbr.org: Forget Flexibility. Your Employees Want Autonomy](https://hbr.org/2021/10/forget-flexibility-your-employees-want-autonomy) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Argues that workplace flexibility is ineffective without operational autonomy over tasks, schedules, and team collaboration frameworks. Outlines design principles for engineering organizations looking to scale remote-first operations without compromising deployment velocity or developer experience. - - **(2021)** [about.gitlab.com: How to navigate The Great Resignation](https://about.gitlab.com/blog/2021/12/16/how-to-navigate-the-great-resignation) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides an enterprise-level blueprint for engineering organizations to mitigate talent drain during market disruptions. Leveraging GitLab's open-source, handbook-first operational model, it illustrates how asynchronous communication systems reduce cognitive load and scale operational continuity. - - **(2021)** [sloanreview.mit.edu: Creating Good Jobs](https://sloanreview.mit.edu/article/creating-good-jobs) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Presents a rigorous organizational design framework detailing the components of high-quality, sustainable employment. Demonstrates how structuring roles with clear career progression, high autonomy, and psychological safety yields superior operational resilience. + - [hbr.org: Forget Flexibility. Your Employees Want Autonomy](https://hbr.org/2021/10/forget-flexibility-your-employees-want-autonomy) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Argues that workplace flexibility is ineffective without operational autonomy over tasks, schedules, and team collaboration frameworks. Outlines design principles for engineering organizations looking to scale remote-first operations without compromising deployment velocity or developer experience. + - [forbes.com: As Leaders: What Can We Learn From The Great Resignation?](https://www.forbes.com/sites/dedehenley/2022/01/30/as-leaders-what-can-we-learn-from-the-great-resignation) [COMMUNITY-TOOL] β€” Synthesizes major organizational failures exposed by the Great Resignation, detailing actionable leadership modifications. Focuses on moving from top-down monitoring paradigms to trust-driven, output-oriented metrics within distributed engineering units. + - [bbc.com: Is finding a 'new normal' in the workplace impossible?](https://www.bbc.com/worklife/article/20220104-future-of-work-2022) [LEGACY] β€” Explores the fundamental tensions and organizational challenges of establishing permanent hybrid and remote work architectures. Examines how shifting employee expectations collided with legacy corporate management mechanisms throughout 2022. + - [sloanreview.mit.edu: Creating Good Jobs](https://sloanreview.mit.edu/article/creating-good-jobs) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Presents a rigorous organizational design framework detailing the components of high-quality, sustainable employment. Demonstrates how structuring roles with clear career progression, high autonomy, and psychological safety yields superior operational resilience. + - [meet-in.es: Β«Para liderar a largo plazo hay que ser buena personaΒ»](https://www.meet-in.es/para-liderar-a-largo-plazo-hay-que-ser-buena-persona) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Advocates for high-integrity, empathetic leadership frameworks as the ultimate driver of long-term organizational health and retention. Challenges mercenary management styles, arguing that psychological safety and genuine human respect are essential for building resilient engineering pipelines. [SPANISH CONTENT] + - [genbeta.com: Ciberseguridad en llamas: la presiΓ³n actual es tan grande que' la mitad de los expertos sufren ansiedad y quieren dimitir](https://www.genbeta.com/desarrollo/ciberseguridad-llamas-presion-actual-grande-que-mitad-expertos-sufren-ansiedad-quieren-renunciar) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details the critical mental health and burnout crisis unfolding in cybersecurity operations. Analyzes how continuous threat landscapes, understaffing, and relentless pressure drive over 50% of security practitioners to experience severe anxiety and consider resigning. [SPANISH CONTENT] #### Management Anti-Patterns - **(2022)** [blogs.elconfidencial.com: Luca de Meo y Lawrence Stroll: por quΓ© el ego es el peor enemigo del gestor en la FΓ³rmula 1](https://www.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-lawrence-stroll-luca-de-meo_3470693) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” An architectural post-mortem of how leadership ego and poor communications within highly technical, fast-paced environments (Formula 1 teams Alpine and Aston Martin) lead to catastrophic talent drain. Analyzes the failure modes of top-down command and control structures. [SPANISH CONTENT] - - **(2022)** [expansion.com: El 'amiguismo' en las relaciones de trabajo](https://www.expansion.com/expansion-empleo/desarrollo-de-carrera/2022/01/28/61f40e29e5fdea61738b45aa.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Examines the negative organizational impacts of cronyism ('amiguismo') and subjective evaluations within professional environments. Explores how nepotism undermines meritocratic evaluation frameworks and degrades team trust, triggering high-performer attrition. [SPANISH CONTENT] - - **(2022)** [lavanguardia.com: CΓ³mo saber si tu jefe es un "ahuyenta talentos" que puede frustrar tu carrera](https://www.lavanguardia.com/vivo/psicologia/20220225/8079133/trabajo-laboral-jefe-talento-trabajadores-nbs.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Delineates behavioral markers of toxic managers who systematically drive away high-performing software engineering and product talent. Focuses on the psychology of micro-management, lack of emotional intelligence, and refusal to grant structural autonomy. [SPANISH CONTENT] - - **(2021)** [elespanol.com: QuΓ© tipos de jefes hay y cΓ³mo trabajar con ellos sin desfallecer: los consejos de Maribel Garben](https://www.elespanol.com/reportajes/20211211/tipos-trabajar-sin-desfallecer-consejos-maribel-garben/633687616_0.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Catalogues standard toxic and unproductive management archetypes and provides actionable coping strategies for technical professionals. Highlights communication protocols and self-protection mechanisms necessary to maintain career momentum under challenging leadership. [SPANISH CONTENT] + - [elespanol.com: QuΓ© tipos de jefes hay y cΓ³mo trabajar con ellos sin desfallecer:' los consejos de Maribel Garben](https://www.elespanol.com/reportajes/20211211/tipos-trabajar-sin-desfallecer-consejos-maribel-garben/633687616_0.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Catalogues standard toxic and unproductive management archetypes and provides actionable coping strategies for technical professionals. Highlights communication protocols and self-protection mechanisms necessary to maintain career momentum under challenging leadership. [SPANISH CONTENT] + - [expansion.com: El 'amiguismo' en las relaciones de trabajo](https://www.expansion.com/expansion-empleo/desarrollo-de-carrera/2022/01/28/61f40e29e5fdea61738b45aa.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Examines the negative organizational impacts of cronyism ('amiguismo') and subjective evaluations within professional environments. Explores how nepotism undermines meritocratic evaluation frameworks and degrades team trust, triggering high-performer attrition. [SPANISH CONTENT] + - [lavanguardia.com: CΓ³mo saber si tu jefe es un "ahuyenta talentos" que puede' frustrar tu carrera](https://www.lavanguardia.com/vivo/psicologia/20220225/8079133/trabajo-laboral-jefe-talento-trabajadores-nbs.html) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Delineates behavioral markers of toxic managers who systematically drive away high-performing software engineering and product talent. Focuses on the psychology of micro-management, lack of emotional intelligence, and refusal to grant structural autonomy. [SPANISH CONTENT] ### Professional Growth and Career Strategy #### Career Transition Decisioning - - **(2022)** [**thewokesalaryman.com: Why people leave even the most high paying jobs 🌟**](https://thewokesalaryman.com/2022/02/11/why-people-leave-even-the-most-high-paying-jobs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A visually and textually rich breakdown of the multi-dimensional nature of compensation, demonstrating how mental health, culture, and lack of growth eventually outweigh monetary yield. Essential reading for leaders designing compensation models. - - **(2022)** [ideas.ted.com: How to find your sense of purpose at work](https://ideas.ted.com/want-to-discover-or-re-discover-your-sense-of-purpose-at-work-heres-how) [COMMUNITY-TOOL] β€” Explores the psychological and systemic mechanics of finding and cultivating alignment between individual values and corporate objectives. Offers actionable cognitive frameworks to help engineering professionals recalibrate their professional focus and drive. - **(2022)** [xataka.com: Me hice funcionario siendo ingeniero: quΓ© me da la administraciΓ³n pΓΊblica que no consigue la empresa privada](https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada-1) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” A first-person architectural comparison of engineering life in the private tech sector versus public administration in Spain. Contrasts high-pressure, high-volatility private enterprises with the stability, defined schedules, and structural predictability of public sector engineering roles. [SPANISH CONTENT] - - **(2022)** [xataka.com: Si no asciendo ni aprendo, me largo de la empresa: el crecimiento profesional como estrategia para retener talento](https://www.xataka.com/empresas-y-economia/no-asciendo-aprendo-me-largo-empresa-crecimiento-profesional-como-estrategia-para-retener-talento) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Analyzes the shift in modern engineering culture where the absence of clear promotion tracks and technical skill development acts as a primary trigger for developer resignation. Argues that continuous learning opportunities are the ultimate talent retention vector. [SPANISH CONTENT] - - **(2021)** [linkedin.com: Look Before You Leap!](https://www.linkedin.com/pulse/look-before-you-leap-sarah-robb-o-hagan) [COMMUNITY-TOOL] β€” Provides a structured framework for evaluating critical career moves during high-volatility job market cycles. Explores risk assessment methodologies for professionals navigating career shifts, contrasting immediate compensation increases against long-term strategic alignment and organizational stability. - - **(2021)** [blog.trello.com: Experiencing Job Dissatisfaction: How To Decide If It's Time To Quit](https://blog.trello.com/is-it-time-to-leave) [COMMUNITY-TOOL] β€” Provides a cognitive framework for parsing temporary career burnout from systemic, unfixable job dissatisfaction. Outlines systematic diagnostic steps to evaluate whether organizational deficits can be resolved internally or require a clean structural break. - - **(2016)** [hbr.org: Change Your Career Without Having to Start All Over Again](https://hbr.org/2016/05/change-your-career-without-having-to-start-all-over-again) [COMMUNITY-TOOL] β€” Presents a pragmatic methodology for technical professionals executing horizontal or vertical career changes. Focuses on mapping existing architectural, operational, and project management competencies to new domain frameworks to minimize transition friction. + - [linkedin.com: Look Before You Leap!](https://www.linkedin.com/pulse/look-before-you-leap-sarah-robb-o-hagan) [COMMUNITY-TOOL] β€” Provides a structured framework for evaluating critical career moves during high-volatility job market cycles. Explores risk assessment methodologies for professionals navigating career shifts, contrasting immediate compensation increases against long-term strategic alignment and organizational stability. + - [hbr.org: Change Your Career Without Having to Start All Over Again](https://hbr.org/2016/05/change-your-career-without-having-to-start-all-over-again) [COMMUNITY-TOOL] β€” Presents a pragmatic methodology for technical professionals executing horizontal or vertical career changes. Focuses on mapping existing architectural, operational, and project management competencies to new domain frameworks to minimize transition friction. + - [blog.trello.com: Experiencing Job Dissatisfaction: How To Decide If It's' Time To Quit](https://blog.trello.com/is-it-time-to-leave) [COMMUNITY-TOOL] β€” Provides a cognitive framework for parsing temporary career burnout from systemic, unfixable job dissatisfaction. Outlines systematic diagnostic steps to evaluate whether organizational deficits can be resolved internally or require a clean structural break. + - [thewokesalaryman.com: Why people leave even the most high paying jobs 🌟](https://thewokesalaryman.com/2022/02/11/why-people-leave-even-the-most-high-paying-jobs) [ENTERPRISE-STABLE] β€” A visually and textually rich breakdown of the multi-dimensional nature of compensation, demonstrating how mental health, culture, and lack of growth eventually outweigh monetary yield. Essential reading for leaders designing compensation models. + - [ideas.ted.com: How to find your sense of purpose at work](https://ideas.ted.com/want-to-discover-or-re-discover-your-sense-of-purpose-at-work-heres-how) [COMMUNITY-TOOL] β€” Explores the psychological and systemic mechanics of finding and cultivating alignment between individual values and corporate objectives. Offers actionable cognitive frameworks to help engineering professionals recalibrate their professional focus and drive. + - [xataka.com: Si no asciendo ni aprendo, me largo de la empresa: el crecimiento' profesional como estrategia para retener talento](https://www.xataka.com/empresas-y-economia/no-asciendo-aprendo-me-largo-empresa-crecimiento-profesional-como-estrategia-para-retener-talento) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Analyzes the shift in modern engineering culture where the absence of clear promotion tracks and technical skill development acts as a primary trigger for developer resignation. Argues that continuous learning opportunities are the ultimate talent retention vector. [SPANISH CONTENT] #### Domain Specialization - **(2022)** [computerworld.com: How to get a job in healthcare IT](https://www.computerworld.com/article/1627067/how-to-get-a-job-in-healthcare-it-2.html) [LEGACY] β€” Analyzes the requirements, pathways, and challenges of transitioning into the highly regulated healthcare IT sector. Focuses on balancing software engineering competencies with domain-specific regulatory compliance, privacy protocols (HIPAA), and legacy data architectures. #### Professional Skill Acquisition - - **(2022)** [devops.com: Great Resignation Spurs Interest in Tech Certifications](https://devops.com/great-resignation-spurs-interest-in-tech-certifications) [COMMUNITY-TOOL] β€” Examines the acceleration of DevOps and cloud certification pursuit during career transitions. Synthesizes market demand for structured, validated competencies (AWS, Kubernetes, Terraform) with organizational priorities for standardizing cloud-native operations. - - **(2022)** [freecodecamp.org: How to Get Ready for a Job in Tech – Tips for Beginners](https://www.freecodecamp.org/news/how-to-get-ready-for-a-job-in-tech) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A pragmatic guide outlining key skill acquisition vectors, portfolio development principles, and networking strategies for aspiring technical practitioners entering the job market. Emphasizes structured, self-directed learning paths. - - **(2022)** [genbeta.com: Menos de la mitad de los programadores tienen tΓ­tulos universitarios. Cada vez mΓ‘s desarrolladores aprenden por su cuenta](https://www.genbeta.com/desarrollo/mitad-programadores-tienen-titulos-universitarios-cada-vez-desarrolladores-aprenden-su-cuenta) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Synthesizes industry survey data indicating that less than half of professional software developers hold traditional university degrees in computer science. Highlights the rise and validation of self-directed learning paths, bootcamps, and real-world execution. [SPANISH CONTENT] - - **(2022)** [bbc.com: QuΓ© son las "habilidades blandas" y por quΓ© cada vez mΓ‘s compaΓ±Γ­as se fijan en ellas al contratar](https://www.bbc.com/mundo/vert-cap-62340757) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Explores why modern technical organizations are heavily prioritizing 'soft skills' (communication, empathy, negotiation, conflict resolution) in engineering candidates. Explains how architectural success in complex systems depends as much on team communication as on clean code. [SPANISH CONTENT] + - [devops.com: Great Resignation Spurs Interest in Tech Certifications](https://devops.com/great-resignation-spurs-interest-in-tech-certifications) [COMMUNITY-TOOL] β€” Examines the acceleration of DevOps and cloud certification pursuit during career transitions. Synthesizes market demand for structured, validated competencies (AWS, Kubernetes, Terraform) with organizational priorities for standardizing cloud-native operations. + - [freecodecamp.org: How to Get Ready for a Job in Tech – Tips for Beginners](https://www.freecodecamp.org/news/how-to-get-ready-for-a-job-in-tech) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” A pragmatic guide outlining key skill acquisition vectors, portfolio development principles, and networking strategies for aspiring technical practitioners entering the job market. Emphasizes structured, self-directed learning paths. + - [genbeta.com: Menos de la mitad de los programadores tienen tΓ­tulos universitarios.' Cada vez mΓ‘s desarrolladores aprenden por su cuenta](https://www.genbeta.com/desarrollo/mitad-programadores-tienen-titulos-universitarios-cada-vez-desarrolladores-aprenden-su-cuenta) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Synthesizes industry survey data indicating that less than half of professional software developers hold traditional university degrees in computer science. Highlights the rise and validation of self-directed learning paths, bootcamps, and real-world execution. [SPANISH CONTENT] + - [bbc.com: QuΓ© son las "habilidades blandas" y por quΓ© cada vez mΓ‘s compaΓ±Γ­as' se fijan en ellas al contratar](https://www.bbc.com/mundo/vert-cap-62340757) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Explores why modern technical organizations are heavily prioritizing 'soft skills' (communication, empathy, negotiation, conflict resolution) in engineering candidates. Explains how architectural success in complex systems depends as much on team communication as on clean code. [SPANISH CONTENT] ### Talent Acquisition and Interview Engineering #### Assessment Anti-Patterns - - **(2023)** [forbes.com: Hiring Managers Often Lie To Candidates, Here’s How To Spot When They Do](https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to-candidates-heres-how-to-spot-when-they-do) [COMMUNITY-TOOL] β€” Deconstructs common misrepresentations and non-disclosures used by hiring managers during talent acquisition. Equips engineering candidates with investigative techniques and targeted questions to verify actual codebase quality, operational on-call expectations, and real financial health. - - **(2022)** [askamanager.org: the new hire who showed up is not the same person we interviewed](https://www.askamanager.org/2022/01/the-new-hire-who-showed-up-is-not-the-same-person-we-interviewed.html) [COMMUNITY-TOOL] β€” An infamous case study analyzing extreme breakdown patterns in modern remote interviewing and vetting systems. Outlines structural vulnerabilities in fully virtual validation funnels and provides guidelines for verifying engineering identity and competence. - - **(2020)** [news.ncsu.edu: Tech Sector Job Interviews Assess Anxiety, Not Software Skills](https://news.ncsu.edu/2020/07/tech-job-interviews-anxiety) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A foundational academic study proving that traditional whiteboard interviews assess candidates' performance under anxiety rather than practical software engineering capabilities. Critiques industry-standard hiring funnels and advocates for asynchronous, real-world task evaluations. + - [news.ncsu.edu: Tech Sector Job Interviews Assess Anxiety, Not Software Skills](https://news.ncsu.edu/2020/07/tech-job-interviews-anxiety) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A foundational academic study proving that traditional whiteboard interviews assess candidates' performance under anxiety rather than practical software engineering capabilities. Critiques industry-standard hiring funnels and advocates for asynchronous, real-world task evaluations. + - [askamanager.org: the new hire who showed up is not the same person we interviewed](https://www.askamanager.org/2022/01/the-new-hire-who-showed-up-is-not-the-same-person-we-interviewed.html) [COMMUNITY-TOOL] β€” An infamous case study analyzing extreme breakdown patterns in modern remote interviewing and vetting systems. Outlines structural vulnerabilities in fully virtual validation funnels and provides guidelines for verifying engineering identity and competence. + - [forbes.com: Hiring Managers Often Lie To Candidates, Here’s How To Spot' When They Do](https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to-candidates-heres-how-to-spot-when-they-do) [COMMUNITY-TOOL] β€” Deconstructs common misrepresentations and non-disclosures used by hiring managers during talent acquisition. Equips engineering candidates with investigative techniques and targeted questions to verify actual codebase quality, operational on-call expectations, and real financial health. #### Talent Evaluation - - **(2022)** [**findmyprofession.com: 100+ Questions to Ask in an Interview 🌟**](https://www.findmyprofession.com/career-advice/questions-to-ask) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A highly comprehensive compendium of evaluation and discovery questions designed for candidate-side interview execution. Empowers candidates to systematically probe an organization's architectural maturity, deployment processes, operational expectations, and cultural realities. - - **(2022)** [forbes.com: To Avoid Regretting A New Job, Ask These Two Questions During The Interview](https://www.forbes.com/sites/markmurphy/2022/03/18/to-avoid-regretting-a-new-job-ask-these-two-questions-during-the-interview) [COMMUNITY-TOOL] β€” Details two high-impact behavioral discovery questions designed to expose organizational misalignments during technical interviews. Helps technical candidates probe realistic day-to-day operations and authentic team health prior to accepting offers. - - **(2022)** [genbeta.com: Twitter quiere contratar a ingenieros de Microsoft: asΓ­ es la prueba que les hacen pasar antes de nada, incluso a los senior](https://www.genbeta.com/actualidad/twitter-quiere-contratar-a-ingenieros-microsoft-asi-prueba-que-les-hacen-pasar-antes-nada-incluso-a-senior) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the high-intensity recruitment and vetting pipelines utilized during hyper-growth phases in massive tech platforms. Evaluates the practical limits of standardized screening tests versus comprehensive, multi-layered architectural interviews for senior talent. [SPANISH CONTENT] - - **(2018)** [hbr.org: Stop Hiring for Culture Fit](https://hbr.org/2018/01/how-to-hire) [COMMUNITY-TOOL] β€” An architectural critique of the 'culture fit' hiring metric, showing how it institutionalizes affinity bias and stifles diversity. Recommends shifting to 'culture add' evaluation criteria to foster cognitive diversity and improve multi-disciplinary problem-solving capabilities. + - [hbr.org: Stop Hiring for Culture Fit](https://hbr.org/2018/01/how-to-hire) [COMMUNITY-TOOL] β€” An architectural critique of the 'culture fit' hiring metric, showing how it institutionalizes affinity bias and stifles diversity. Recommends shifting to 'culture add' evaluation criteria to foster cognitive diversity and improve multi-disciplinary problem-solving capabilities. + - [findmyprofession.com: 100+ Questions to Ask in an Interview 🌟](https://www.findmyprofession.com/career-advice/questions-to-ask) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” A highly comprehensive compendium of evaluation and discovery questions designed for candidate-side interview execution. Empowers candidates to systematically probe an organization's architectural maturity, deployment processes, operational expectations, and cultural realities. + - [forbes.com: To Avoid Regretting A New Job, Ask These Two Questions During' The Interview](https://www.forbes.com/sites/markmurphy/2022/03/18/to-avoid-regretting-a-new-job-ask-these-two-questions-during-the-interview) [COMMUNITY-TOOL] β€” Details two high-impact behavioral discovery questions designed to expose organizational misalignments during technical interviews. Helps technical candidates probe realistic day-to-day operations and authentic team health prior to accepting offers. + - [genbeta.com: Twitter quiere contratar a ingenieros de Microsoft: asΓ­ es' la prueba que les hacen pasar antes de nada, incluso a los senior](https://www.genbeta.com/actualidad/twitter-quiere-contratar-a-ingenieros-microsoft-asi-prueba-que-les-hacen-pasar-antes-nada-incluso-a-senior) [SPANISH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes the high-intensity recruitment and vetting pipelines utilized during hyper-growth phases in massive tech platforms. Evaluates the practical limits of standardized screening tests versus comprehensive, multi-layered architectural interviews for senior talent. [SPANISH CONTENT] ## Professional Development ### Cloud Culture #### Career Strategy - - **(2021)** [thenewstack.io: Challenging the Myth That Programming Careers End at 40](https://thenewstack.io/challenging-the-myth-that-programming-careers-end-at-40) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” An insightful editorial examining age biases within software engineering. It provides engineers with guidance on professional growth, architectural paths, and modern skill building. + - [thenewstack.io: Challenging the Myth That Programming Careers End at 40](https://thenewstack.io/challenging-the-myth-that-programming-careers-end-at-40) [COMMUNITY-TOOL] [GUIDE] β€” An insightful editorial examining age biases within software engineering. It provides engineers with guidance on professional growth, architectural paths, and modern skill building. #### Industry History - - **(2021)** [liquidat.wordpress.com: Good bye Red Hat](https://liquidat.wordpress.com/2021/08/15/good-bye-red-hat) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” An open-source engineer's personal retrospective on departing Red Hat. Explores the cultural, technical, and structural evolutions of enterprise Linux and open-source infrastructure. - - **(2021)** [devopsonline.co.uk: Robotics and automation to cause anxiety for workers](https://www.devopsonline.co.uk/robotics-and-automation-to-cause-anxiety-for-workers) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” An industry report investigating the operational and psychological friction associated with automated platforms. Suggests organizational frameworks for leaders scaling modern GitOps pipelines. + - [liquidat.wordpress.com: Good bye Red Hat](https://liquidat.wordpress.com/2021/08/15/good-bye-red-hat) [COMMUNITY-TOOL] [GUIDE] β€” An open-source engineer's personal retrospective on departing Red Hat. Explores the cultural, technical, and structural evolutions of enterprise Linux and open-source infrastructure. + - [devopsonline.co.uk: Robotics and automation to cause anxiety for workers](https://www.devopsonline.co.uk/robotics-and-automation-to-cause-anxiety-for-workers) [COMMUNITY-TOOL] [GUIDE] β€” An industry report investigating the operational and psychological friction associated with automated platforms. Suggests organizational frameworks for leaders scaling modern GitOps pipelines. #### Mental Health - - **(2021)** [thenewstack.io: This Week in Programming: Can You Feel the Burn?](https://thenewstack.io/this-week-in-programming-can-you-feel-the-burn) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” An industry column exploring software engineering burnout and stress. It offers actionable strategies for team leaders to cultivate healthier environments and manage delivery demands. + - [thenewstack.io: This Week in Programming: Can You Feel the Burn?](https://thenewstack.io/this-week-in-programming-can-you-feel-the-burn) [COMMUNITY-TOOL] [GUIDE] β€” An industry column exploring software engineering burnout and stress. It offers actionable strategies for team leaders to cultivate healthier environments and manage delivery demands. #### Psychology - - **(2016)** [hbr.org: Optimists Are Better at Finding New Jobs](https://hbr.org/2016/04/optimists-are-better-at-finding-new-jobs) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A behavioral study examining how personal outlook affects job hunting and transitions. Helpful for platform engineers navigating corporate restructures and technical shifts. + - [hbr.org: Optimists Are Better at Finding New Jobs](https://hbr.org/2016/04/optimists-are-better-at-finding-new-jobs) [COMMUNITY-TOOL] [GUIDE] β€” A behavioral study examining how personal outlook affects job hunting and transitions. Helpful for platform engineers navigating corporate restructures and technical shifts. #### Remote Operations - **(2021)** [about.gitlab.com: The Remote Work Report 2021](https://handbook.gitlab.com/handbook/company/culture/all-remote/remote-work-report) 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” An authoritative, data-driven whitepaper by GitLab on global remote work methodologies. Discusses practical insights regarding asynchronous operations, developer productivity, and remote-first scaling strategies. -## Software Engineering - -### Developer Productivity - -#### Shell Tools - - - **(2017)** [github.com/rakyll/fake-it-til-you-make-it](https://github.com/rakyll/fake-it-til-you-make-it) [EN CONTENT] 🌟 [LEGACY] β€” A shell-based script interface to generate programmatic git commits and simulate active GitHub profile contributions. Flagged as legacy under Minimum Viable Quality (MVQ) rules due to long-term inactivity. --- -πŸ’‘ **Explore Related:** [Elearning](./elearning.md) | [Freelancing](./freelancing.md) | [Finops](./finops.md) +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) diff --git a/v2-docs/registries.md b/v2-docs/registries.md index d4b09af0..c69bbdb5 100644 --- a/v2-docs/registries.md +++ b/v2-docs/registries.md @@ -7,33 +7,30 @@ ### Jenkins Ecosystem -#### Artifact Integration - - - **(2026)** [Nexus Platform Plugin for Jenkins](https://help.sonatype.com/en/nexus-platform-plugin-for-jenkins.html) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official plugin guide for linking Jenkins automation controllers to Sonatype Nexus platforms. It explains the mechanics of publishing, staging, and verifying build artifacts dynamically. #### Video Tutorials - - **(2022)** [youtube: uploading artifacts from jenkins to nexus](https://www.youtube.com/watch?v=7NmGSnqLd58) 🌟 [COMMUNITY-TOOL] β€” A hands-on video tutorial showing Maven-based Jenkins builds pushing compilation outputs and binary distributions into local Nexus environments. - - **(2021)** [youtube: Jenkins Integration with Nexus](https://www.youtube.com/watch?v=qbO4MTESiJQ) 🌟 [COMMUNITY-TOOL] β€” A video guide showing integration steps for building Jenkins jobs and storing artifacts into a target Sonatype Nexus server repository. + - [youtube: Jenkins Integration with Nexus](https://www.youtube.com/watch?v=qbO4MTESiJQ) [COMMUNITY-TOOL] β€” A video guide showing integration steps for building Jenkins jobs and storing artifacts into a target Sonatype Nexus server repository. + - [youtube: uploading artifacts from jenkins to nexus](https://www.youtube.com/watch?v=7NmGSnqLd58) [COMMUNITY-TOOL] β€” A hands-on video tutorial showing Maven-based Jenkins builds pushing compilation outputs and binary distributions into local Nexus environments. ## Career Development ### Industry Trends #### Market Analysis - - **(2021)** [seekingalpha.com: JFrog Reminds Me Of MongoDB](https://seekingalpha.com/article/4427517-jfrog-reminds-me-of-mongodb) 🌟 [COMMUNITY-TOOL] β€” A financial market study of JFrog's business model and growth strategy, drawing comparisons to MongoDB's database model and developer adoption lifecycle. + - [seekingalpha.com: JFrog Reminds Me Of MongoDB](https://seekingalpha.com/article/4427517-jfrog-reminds-me-of-mongodb) [COMMUNITY-TOOL] β€” A financial market study of JFrog's business model and growth strategy, drawing comparisons to MongoDB's database model and developer adoption lifecycle. ## Cloud Native Security and Artifact Management ### Container Registry #### Deployment Guides - - **(2020)** [goharbor.io: Deploy Harbor with the Quick Installation Script](https://goharbor.io/docs/2.0.0/install-config/quick-install-script) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Official quick-start deployment guide describing the automated script installation pipeline for Harbor. It provides developers and sandbox operators with rapid local provisioning using Docker and Docker Compose. + - [goharbor.io: Deploy Harbor with the Quick Installation Script](https://goharbor.io/docs/2.0.0/install-config/quick-install-script) [DOCUMENTATION] [COMMUNITY-TOOL] [GUIDE] β€” Official quick-start deployment guide describing the automated script installation pipeline for Harbor. It provides developers and sandbox operators with rapid local provisioning using Docker and Docker Compose. #### Harbor - - **(2026)** [==Harbor==](https://goharbor.io) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” CNCF-graduated enterprise-grade registry that secures cloud-native artifacts with role-based access control, vulnerability scanning, and cryptographic signing. It serves as a central hub for microservice images, offering high-throughput image replication and multi-tenant capabilities. + - [Harbor](https://goharbor.io) [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” CNCF-graduated enterprise-grade registry that secures cloud-native artifacts with role-based access control, vulnerability scanning, and cryptographic signing. It serves as a central hub for microservice images, offering high-throughput image replication and multi-tenant capabilities. #### P2P Distribution - - **(2021)** [**uber/kraken**](https://github.com/uber/kraken) ⭐ 6692 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Uber's open-source peer-to-peer (P2P) Docker registry designed for ultra-high-throughput image distribution in massive clusters. Although highly optimized, it is largely archived in favor of CNCF Dragonfly. + - [uber/kraken](https://github.com/uber/kraken) ⭐ 6692 [ENTERPRISE-STABLE] [LEGACY] β€” Uber's open-source peer-to-peer (P2P) Docker registry designed for ultra-high-throughput image distribution in massive clusters. Although highly optimized, it is largely archived in favor of CNCF Dragonfly. ## Enterprise Kubernetes ### Red Hat OpenShift @@ -47,83 +44,72 @@ #### Best Practices - - **(2021)** [The JFrog journey to kubernetes: best practices for taking your containers all the way to production](https://jfrog.com/whitepaper/the-jfrog-journey-to-kubernetes-best-practices-for-taking-your-containers-all-the-way-to-production) 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” A detailed whitepaper detailing strategies for transitioning binaries safely into Kubernetes environments, highlighting JFrog's best practices for container staging. + - [The JFrog journey to kubernetes: best practices for taking your containers' all the way to production](https://jfrog.com/whitepaper/the-jfrog-journey-to-kubernetes-best-practices-for-taking-your-containers-all-the-way-to-production) [CASE STUDY] [COMMUNITY-TOOL] β€” A detailed whitepaper detailing strategies for transitioning binaries safely into Kubernetes environments, highlighting JFrog's best practices for container staging. #### CLI Utilities - **(2026)** [nexus3-cli.readthedocs.io](https://nexus3-cli.readthedocs.io/en/latest) [DOCUMENTATION] 🌟🌟 [COMMUNITY-TOOL] β€” Documentation site for Python-based command-line utilities built to interface with Nexus 3 APIs. It simplifies batch tasks and permissions reporting. - - **(2021)** [GitHub: Nexus-CLI](https://github.com/mlabouardy/nexus-cli) ⭐ 294 🌟 [COMMUNITY-TOOL] β€” A custom command-line interface helper for managing Nexus repository clusters, written in Go. The repository is unmaintained with no commit activity in over four years. + - [GitHub: Nexus-CLI](https://github.com/mlabouardy/nexus-cli) ⭐ 294 [COMMUNITY-TOOL] β€” A custom command-line interface helper for managing Nexus repository clusters, written in Go. The repository is unmaintained with no commit activity in over four years. #### DevOps Guides - - **(2022)** [Devopscube.com: Setup Nexus Kubernetes 🌟](https://devopscube.com/setup-nexus-kubernetes) 🌟🌟 [COMMUNITY-TOOL] β€” A highly practical step-by-step installation guide demonstrating how to provision Sonatype Nexus on a Kubernetes cluster. It covers configuration for Persistent Volumes, persistent claims, and ingress routing. + - [Devopscube.com: Setup Nexus Kubernetes 🌟](https://devopscube.com/setup-nexus-kubernetes) [COMMUNITY-TOOL] β€” A highly practical step-by-step installation guide demonstrating how to provision Sonatype Nexus on a Kubernetes cluster. It covers configuration for Persistent Volumes, persistent claims, and ingress routing. #### Enterprise Kubernetes (1) - - **(2020)** [Sonatype Nexus Community: Nexus Kubernetes OpenShift 🌟](https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift) ⭐ 8 🌟 [LEGACY] β€” A community-supported project featuring Helm charts and YAML manifests to deploy Sonatype Nexus in OpenShift and standard Kubernetes. Currently marked as legacy due to over four years of inactivity. + - [Sonatype Nexus Community: Nexus Kubernetes OpenShift 🌟](https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift) ⭐ 8 [LEGACY] β€” A community-supported project featuring Helm charts and YAML manifests to deploy Sonatype Nexus in OpenShift and standard Kubernetes. Currently marked as legacy due to over four years of inactivity. #### Enterprise Platforms - **(2026)** [**sonatype.com/nexus-repository-oss**](https://www.sonatype.com/products/sonatype-nexus-repository) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The main landing page for Sonatype Nexus Repository Manager, a universal artifact engine supporting major formats including npm, PyPI, Maven, and OCI containers. It plays a critical role in secure software supply chains. - **(2026)** [**Nexus Repository Manager (NXRM) 3 🌟**](https://help.sonatype.com/en/sonatype-nexus-repository.html) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official comprehensive documentation for Sonatype Nexus Repository Manager 3, providing deployment, backup, migration, and clustering guidelines for enterprise system administrators. - **(2022)** [jfrog.com: What Artifactory as your kubernetes docker registry means to you](https://jfrog.com/integrations/kubernetes-docker-registry) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An exploration of JFrog Artifactory's role as a local Kubernetes Docker registry proxy, showing how it minimizes deployment latency and manages external registry rate limits. - - **(2021)** [JFrog Artifactory: Your Kubernetes Registry](https://jfrog.com/blog/jfrog-artifactory-kubernetes-registry) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A deep technical article showing how JFrog Artifactory works as a high-density Kubernetes-integrated OCI registry with caching and security protections. + - [JFrog Artifactory: Your Kubernetes Registry](https://jfrog.com/blog/jfrog-artifactory-kubernetes-registry) [COMMUNITY-TOOL] β€” A deep technical article showing how JFrog Artifactory works as a high-density Kubernetes-integrated OCI registry with caching and security protections. #### Industry Trends (1) - - **(2021)** [jfrog.com: GitHub vs JFrog: Who Can do the Job for DevOps?](https://jfrog.com/blog/github-vs-jfrog-who-can-do-the-job-for-devops) 🌟🌟 [COMMUNITY-TOOL] β€” A detailed product comparison of GitHub Packages and JFrog Artifactory, contrasting binary registry performance limits, metadata depth, and enterprise scaling models. + - [jfrog.com: GitHub vs JFrog: Who Can do the Job for DevOps?](https://jfrog.com/blog/github-vs-jfrog-who-can-do-the-job-for-devops) [COMMUNITY-TOOL] β€” A detailed product comparison of GitHub Packages and JFrog Artifactory, contrasting binary registry performance limits, metadata depth, and enterprise scaling models. #### Infrastructure as Code - - **(2021)** [github.com/samrocketman/nexus3-config-as-code](https://github.com/samrocketman/nexus3-config-as-code) ⭐ 62 [ADVANCED LEVEL] 🌟 [LEGACY] β€” A declarative configuration-as-code utility for bootstrapping Nexus 3 configurations, utilizing Groovy scripting. Unmaintained for over four years and marked as legacy. + - [github.com/samrocketman/nexus3-config-as-code](https://github.com/samrocketman/nexus3-config-as-code) ⭐ 62 [ADVANCED LEVEL] [LEGACY] β€” A declarative configuration-as-code utility for bootstrapping Nexus 3 configurations, utilizing Groovy scripting. Unmaintained for over four years and marked as legacy. #### Legacy Resources - - **(2018)** [github.com/cinhtau/sonatype-nexus-waffle](https://github.com/cinhtau/sonatype-nexus-waffle) ⭐ 6 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An archive project that integrates Nexus authentication with Active Directory. It is inactive and obsolete, retained purely for vintage reference purposes. + - [github.com/cinhtau/sonatype-nexus-waffle](https://github.com/cinhtau/sonatype-nexus-waffle) ⭐ 6 [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An archive project that integrates Nexus authentication with Active Directory. It is inactive and obsolete, retained purely for vintage reference purposes. #### Open Source Initiatives - - **(2026)** [Sonatype Nexus Community 🌟](https://github.com/sonatype-nexus-community) [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” The master community hub containing third-party integrations, developer plugins, and configuration scripts targeting the Sonatype Nexus software ecosystem. + - [Sonatype Nexus Community 🌟](https://github.com/sonatype-nexus-community) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The master community hub containing third-party integrations, developer plugins, and configuration scripts targeting the Sonatype Nexus software ecosystem. ### Container Registry (1) #### Artifact Registry (1) - - **(2026)** [Docker Registry](https://help.sonatype.com/en/docker-registry.html) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Official administrator guidelines outlining how to host, proxy, and manage Docker container images securely within Sonatype Nexus Repository Manager. - **(2021)** [blog.sonatype.com: Using Nexus 3 as Your Repository – Part 3: Docker Images 🌟](https://www.sonatype.com/blog/using-sonatype-nexus-repository-3-part-3-docker-images) 🌟🌟 [COMMUNITY-TOOL] β€” The third segment in Sonatype's setup series, illustrating container hosting paradigms, private Docker registry configurations, and the setup of secure local proxy repositories. #### Configuration Guides - - **(2018)** [Configure Docker Service To Use Insecure Registry](https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use-insecure-registry) ⭐ 48 🌟 [LEGACY] β€” A historic wiki page detailing Docker daemon changes needed to whitelist unencrypted private registries. It is classified as legacy due to lack of commits in more than four years. - - **(2017)** [Running an insecure registry –insecure-registry](https://forums.docker.com/t/running-an-insecure-registry-insecure-registry/8159) 🌟 [COMMUNITY-TOOL] β€” A classic Docker community forum discussion focusing on troubleshooting local TLS handshake issues when executing push operations to local registry endpoints. + - [Configure Docker Service To Use Insecure Registry](https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use-insecure-registry) ⭐ 48 [LEGACY] β€” A historic wiki page detailing Docker daemon changes needed to whitelist unencrypted private registries. It is classified as legacy due to lack of commits in more than four years. + - [Running an insecure registry –insecure-registry](https://forums.docker.com/t/running-an-insecure-registry-insecure-registry/8159) [COMMUNITY-TOOL] β€” A classic Docker community forum discussion focusing on troubleshooting local TLS handshake issues when executing push operations to local registry endpoints. #### Enterprise Platforms (1) - - **(2026)** [JFrog Container Registry](https://jfrog.com/container-registry) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Enterprise landing page for JFrog's Container Registry, showing support for Helm, Docker, and OCI specifications with high-availability clustering and build-of-materials reporting. + - **(2022)** [Quay 3.1 Certified Operator is not available in Openshift and must be purchased](https://www.redhat.com/en/technologies/cloud-computing/quay) 🌟 [COMMUNITY-TOOL] β€” An official overview of Red Hat Quay subscription models, outlining security policies, vulnerability scanning integrations, and platform scaling mechanisms for multi-cluster enterprise deployments. + - [JFrog Container Registry](https://jfrog.com/container-registry) [COMMUNITY-TOOL] β€” Enterprise landing page for JFrog's Container Registry, showing support for Helm, Docker, and OCI specifications with high-availability clustering and build-of-materials reporting. #### Kubernetes Operators - **(2024)** [Quay Community Edition operator](https://github.com/quay/quay-operator) ⭐ 143 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The official Kubernetes Operator for deploying and managing the life cycle of Project Quay registries. It automates storage setup, database migrations, and SSL termination within OpenShift and OKD clusters. -#### Legacy Resources (1) - - - **(2026)** [Test an insecure registry 🌟](https://docs.docker.com/retired) [DOCUMENTATION] 🌟 [COMMUNITY-TOOL] β€” Retired Docker documentation dealing with configurations of insecure, unencrypted private registries. Preserved for diagnosing vintage local developer configurations. - - **(2026)** [guides.sonatype.com: secure docker registries](https://help.sonatype.com/en/404-page.html) [DOCUMENTATION] [COMMUNITY-TOOL] β€” An identical retired documentation path representing defunct guidelines on Nexus-based private container security. Preserved purely for historical configuration mapping. #### Maintenance Scripts - - **(2019)** [hackermoon.com: cleanup old docker images from nexus repository](https://hackernoon.com/cleanup-old-docker-images-from-nexus-repository-617b1004dad8) 🌟 [LEGACY] β€” A guide on managing storage allocations in Nexus Repository Manager by automating the deletion of legacy Docker image tags. It outlines task scheduler configurations and artifact purging tasks. + - [hackermoon.com: cleanup old docker images from nexus repository](https://hackernoon.com/cleanup-old-docker-images-from-nexus-repository-617b1004dad8) [LEGACY] β€” A guide on managing storage allocations in Nexus Repository Manager by automating the deletion of legacy Docker image tags. It outlines task scheduler configurations and artifact purging tasks. #### Open Source Initiatives (1) - - **(2026)** [**github.com/quay**](https://github.com/quay) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The master GitHub organization for Project Quay, housing the enterprise registry engine, the Clair vulnerability scanner, the setup operators, and auxiliary storage backend connectors. + - [github.com/quay](https://github.com/quay) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” The master GitHub organization for Project Quay, housing the enterprise registry engine, the Clair vulnerability scanner, the setup operators, and auxiliary storage backend connectors. #### Release Notes - - **(2019)** [Quay 3.0 released in May 2019](https://www.redhat.com/en/blog/introducing-red-hat-quay-3-registry-your-linux-and-windows-containers) 🌟 [COMMUNITY-TOOL] β€” Official release documentation for Red Hat Quay 3.0. It highlights architectural additions including Windows Container support, a revamped UI, and improved multi-tenant namespace management. + - [Quay 3.0 released in May 2019](https://www.redhat.com/en/blog/introducing-red-hat-quay-3-registry-your-linux-and-windows-containers) [COMMUNITY-TOOL] β€” Official release documentation for Red Hat Quay 3.0. It highlights architectural additions including Windows Container support, a revamped UI, and improved multi-tenant namespace management. ## Infrastructure as Code and Automation ### Configuration Management #### Ansible - - **(2021)** [nicholasamorim/ansible-role-harbor](https://github.com/nicholasamorim/ansible-role-harbor) ⭐ 26 🌟🌟 [COMMUNITY-TOOL] [LEGACY] β€” An Ansible role dedicated to provisioning and configuring Harbor. Due to limited recent maintenance, it serves primarily as a reference architecture for legacy automation projects. - - **(2019)** [mramanathan/ansible-harbor](https://github.com/mramanathan/ansible-harbor) 🌟 [COMMUNITY-TOOL] [LEGACY] β€” Legacy Ansible playbook for Harbor deployment orchestration. It lacks modern feature updates and is deprecated in favor of Kubernetes-native Helm-based deployments. + - [nicholasamorim/ansible-role-harbor](https://github.com/nicholasamorim/ansible-role-harbor) ⭐ 26 [COMMUNITY-TOOL] [LEGACY] β€” An Ansible role dedicated to provisioning and configuring Harbor. Due to limited recent maintenance, it serves primarily as a reference architecture for legacy automation projects. + - [mramanathan/ansible-harbor](https://github.com/mramanathan/ansible-harbor) [COMMUNITY-TOOL] [LEGACY] β€” Legacy Ansible playbook for Harbor deployment orchestration. It lacks modern feature updates and is deprecated in favor of Kubernetes-native Helm-based deployments. #### VMware - - **(2020)** [galaxy.ansible.com/mkgin/vmware-harbor](https://galaxy.ansible.com/mkgin/vmware-harbor) 🌟 [COMMUNITY-TOOL] [LEGACY] β€” Ansible Galaxy role designed to install Harbor registries on VMware-based virtual infrastructure. It remains a historical reference but has been surpassed by containerized approaches. -## Security - -### Certificates - -#### TLS Automation - - - **(2026)** [==cert-manager/cert-manager==](https://github.com/cert-manager/cert-manager) ⭐ 13830 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Consolidated record of the cert-manager project, automating dynamic certificate lifecycles to guarantee encrypted transport paths between internal microservice runtimes. + - [galaxy.ansible.com/mkgin/vmware-harbor](https://galaxy.ansible.com/mkgin/vmware-harbor) [COMMUNITY-TOOL] [LEGACY] β€” Ansible Galaxy role designed to install Harbor registries on VMware-based virtual infrastructure. It remains a historical reference but has been surpassed by containerized approaches. --- -πŸ’‘ **Explore Related:** [Jenkins Alternatives](./jenkins-alternatives.md) | [Argo](./argo.md) | [Jenkins](./jenkins.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) diff --git a/v2-docs/remote-tech-jobs.md b/v2-docs/remote-tech-jobs.md new file mode 100644 index 00000000..ee27cad0 --- /dev/null +++ b/v2-docs/remote-tech-jobs.md @@ -0,0 +1,18 @@ +# Remote Tech Jobs + +!!! info "Architectural Context" + Detailed reference for Remote Tech Jobs in the context of Career & Industry. + +## Standard Reference + + - [theatlantic.com: Why Managers Fear a Remote-Work Future](https://www.theatlantic.com/ideas/archive/2021/07/work-from-home-benefits/619597) [COMMUNITY-TOOL] + - [ireviews.com: The Top 60 Remote Work Websites for New Opportunities in 2022](https://www.ireviews.com/the-top-60-remote-work-websites-for-new-opportunities-in-2022) [COMMUNITY-TOOL] + - [starkephillip.com: The effects of remote work on company culture](https://starkephillip.com/the-effects-of-remote-work-on-company-culture) [COMMUNITY-TOOL] + - [forbes.com: 4 Ways To Combat The Social Isolation Of Remote Working](https://www.forbes.com/sites/drsamanthamadhosingh/2023/12/18/4-ways-to-combat-the-social-isolation-of-remote-working) [COMMUNITY-TOOL] + - [esquire.com: ΒΏPor quΓ© tu empresa no quiere que teletrabajes?](https://www.esquire.com/es/trabajo/a37314227/teletrabajo-volver-oficina) [COMMUNITY-TOOL] + - [genbeta.com: El teletrabajo lleva a la gente a pasar mΓ‘s tiempo conectada' y trabajando. Un experto da claves para evitar el agotamiento](https://www.genbeta.com/a-fondo/dar-flexibilidad-obligar-a-desconexion-teletrabajo-claves-para-mejorar-productividad-tu-equipo-trabajo) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) + diff --git a/v2-docs/scaffolding.md b/v2-docs/scaffolding.md index 1e5209a6..c4d13960 100644 --- a/v2-docs/scaffolding.md +++ b/v2-docs/scaffolding.md @@ -3,11 +3,6 @@ !!! info "Architectural Context" Detailed reference for Scaffolding in the context of Platform & Site Reliability. -## Application Delivery - -### CICD and GitOps - - - **(2024)** [Azure/Draft 🌟](https://github.com/Azure/draft) ⭐ 642 [EN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The official Azure Draft project designed to ease early-stage developer transitions onto Kubernetes. Scans source directories to dynamically output standard Dockerfiles, Kubernetes manifests, Helm deployments, and pipeline workflows. ## Developer Experience ### Application Bootstrapping @@ -17,8 +12,8 @@ - **(2023)** [**Ambassador Edge Stack. K8S Initializer (scaffolding tool) 🌟**](https://blackbird.a8r.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Ambassador K8S Initializer is a browser-based wizard that creates custom templates for ingress rules, TLS configurations, and Kubernetes manifests, lowering initial administrative hurdles. #### Scaffolding (1) - - **(2026)** [==jhipster==](https://www.jhipster.tech) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” JHipster is a premier development platform to quickly generate, develop, and deploy modern web applications and microservice architectures. It automates containerization, CI/CD templates, and frontend-backend binding. - - **(2018)** [callicoder.com: Scaffolding your Spring Boot Application with Yeoman](https://www.callicoder.com/scaffolding-your-spring-boot-application) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Tutorial detailing Spring Boot bootstrapping with Yeoman. While historic, modern scaffolding architectures like JHipster and Spring Initializr have entirely replaced Yeoman for microservice projects. + - [callicoder.com: Scaffolding your Spring Boot Application with Yeoman](https://www.callicoder.com/scaffolding-your-spring-boot-application) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Tutorial detailing Spring Boot bootstrapping with Yeoman. While historic, modern scaffolding architectures like JHipster and Spring Initializr have entirely replaced Yeoman for microservice projects. + - [jhipster](https://www.jhipster.tech) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” JHipster is a premier development platform to quickly generate, develop, and deploy modern web applications and microservice architectures. It automates containerization, CI/CD templates, and frontend-backend binding. ### IDEs and Editors #### Snippet Engines @@ -26,5 +21,5 @@ - **(2023)** [cloud.google.com: configuring_with_snippets 🌟](https://docs.cloud.google.com/code/docs/vscode/yaml-editing#configuring_with_snippets) [GUIDE] [COMMUNITY-TOOL] [GUIDE] β€” Official Google Cloud tutorial configuring Visual Studio Code with structural snippets, optimizing engineering speeds when deploying nested Kubernetes objects. --- -πŸ’‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [Devops](./devops.md) | [Chaos Engineering](./chaos-engineering.md) +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) diff --git a/v2-docs/securityascode.md b/v2-docs/securityascode.md index c81ef26f..dea6f02d 100644 --- a/v2-docs/securityascode.md +++ b/v2-docs/securityascode.md @@ -3,18 +3,59 @@ !!! info "Architectural Context" Detailed reference for Securityascode in the context of Hardened Infrastructure. +## Standard Reference + + - [amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [COMMUNITY-TOOL] + - [blog.gitguardian.com: What is Policy-as-Code? An Introduction to Open Policy' Agent](https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-policy-agent) [COMMUNITY-TOOL] + - [OPA Open Policy Agent 🌟](https://www.openpolicyagent.org) [COMMUNITY-TOOL] + - [PolicyHub CLI, a CLI tool that makes Rego policies searchable 🌟](https://github.com/policy-hub/policy-hub-cli) [COMMUNITY-TOOL] + - [github.com/instrumenta/policies: A set of shared policies for use with Conftest' and other Open Policy Agent tools](https://github.com/instrumenta/policies) ⭐ 66 [COMMUNITY-TOOL] + - [thenewstack.io: Getting Open Policy Agent Up and Running](https://thenewstack.io/getting-open-policy-agent-up-and-running) [COMMUNITY-TOOL] + - [thenewstack.io: Weaveworks Adds Policy as Code to Secure Kubernetes Apps' (Magalix)](https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps) [COMMUNITY-TOOL] + - [dev.to: Load external data into OPA: The Good, The Bad, and The Ugly](https://dev.to/permit_io/load-external-data-into-opa-the-good-the-bad-and-the-ugly-26lc) [COMMUNITY-TOOL] + - [kubermatic.com: Using Open Policy Agent With Kubermatic Kubernetes Platform](https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic) [COMMUNITY-TOOL] + - [k8s-security-policies](https://github.com/raspbernetes/k8s-security-policies) ⭐ 177 [COMMUNITY-TOOL] + - [thenewstack.io: Yor Automates Tagging for Infrastructure as Code](https://thenewstack.io/yor-automates-tagging-for-infrastructure-as-code) [COMMUNITY-TOOL] + - [yor.io](https://yor.io) [COMMUNITY-TOOL] + - [checkov.io](https://www.checkov.io) [COMMUNITY-TOOL] + - [aws.amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [COMMUNITY-TOOL] + - [MagTape](https://github.com/tmobile/magtape) ⭐ 152 [COMMUNITY-TOOL] + - [Selefra: Selefra is an open-source policy-as-code software that provides' analytics for multi-cloud and SaaS.](https://github.com/selefra/selefra) ⭐ 545 [COMMUNITY-TOOL] + - [neonmirrors.net: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno' 🌟](https://neonmirrors.net/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno) [COMMUNITY-TOOL] + - [dev.to: Using Kyverno To Enforce EKS Best Practices](https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad) [COMMUNITY-TOOL] + - [kyverno.io: Mutating Resources](https://kyverno.io/docs/writing-policies/mutate) [COMMUNITY-TOOL] + - [squadcast.com: Kyverno - Policy Management in Kubernetes 🌟](https://www.squadcast.com/blog/kyverno-policy-management-in-kubernetes) [COMMUNITY-TOOL] + - [neonmirrors.net: Exploring Kyverno: Part 3, Generation](https://neonmirrors.net/post/2020-12/exploring-kyverno-part3) [COMMUNITY-TOOL] + - [kyverno.io: Check deprecated APIs 🌟](https://kyverno.io/policies/best-practices/check_deprecated_apis) [COMMUNITY-TOOL] + - [kyverno.io: Generating resources into existing namespaces](https://kyverno.io/docs/writing-policies/generate/#generating-resources-into-existing-namespaces) [COMMUNITY-TOOL] + - [kyverno.io: Add Pod Proxies](https://kyverno.io/policies/other/add-pod-proxies) [COMMUNITY-TOOL] + - [kyverno.io: Auto-Gen Rules for Pod Controllers](https://kyverno.io/docs/writing-policies/autogen) [COMMUNITY-TOOL] + - [kyverno.io: Require PodDisruptionBudget](https://kyverno.io/policies/other/require_pdb) [COMMUNITY-TOOL] + - [nirmata.com: Kubernetes Supply Chain Policy Management with Cosign and Kyverno](https://nirmata.com/2021/08/12/kubernetes-supply-chain-policy-management-with-cosign-and-kyverno) [COMMUNITY-TOOL] + - [neonmirrors.net: Exploring Kyverno: Introduction 🌟](https://neonmirrors.net/post/2020-11/exploring-kyverno-intro) [COMMUNITY-TOOL] + - [nirmata.com: Introducing Kyverno 1.4.2: Trusted And More Efficient!](https://nirmata.com/2021/08/18/introducing-kyverno-1-4-2-trusted-and-more-efficient) [COMMUNITY-TOOL] + - [Policy Reporter 🌟](https://github.com/kyverno/policy-reporter) ⭐ 368 [COMMUNITY-TOOL] + - [sesin.at: Securing Kubernetes with Kyverno: How to Protect Your Users From' Themselves by Ritesh Patel](https://www.sesin.at/2021/08/28/securing-kubernetes-with-kyverno-how-to-protect-your-users-from-themselves-by-ritesh-patel) [COMMUNITY-TOOL] + - [dev.to: Default Kyverno Policies for OpenEBS](https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf) [COMMUNITY-TOOL] + - [kyverno.io: Restrict Image Registries](https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_image_registries) [COMMUNITY-TOOL] + - [dev.to: Using Kyverno Policies for Kubernetes Governance](https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17) [COMMUNITY-TOOL] + - [kyverno.io: Implementing your best practices is simple with kyverno](https://kyverno.io/policies/best-practices/require_probes/require_probes) [COMMUNITY-TOOL] + - [blog.sigstore.dev: How to verify container images with Kyverno using KMS,' Cosign, and Workload Identity](https://blog.sigstore.dev/how-to-verify-container-images-with-kyverno-using-kms-cosign-and-workload-identity-1e07d2b85061) [COMMUNITY-TOOL] + - [Cloud Custodian](https://github.com/cloud-custodian/cloud-custodian) ⭐ 5988 [ENTERPRISE-STABLE] + - [Azure Network Security Perimeter Concepts](https://learn.microsoft.com/en-us/azure/private-link/network-security-perimeter-concepts) [COMMUNITY-TOOL] + ## Cloud Infrastructure ### Kubernetes #### Policy-as-Code - - **(2026)** [==Kyverno 🌟==](https://kyverno.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A CNCF graduated Kubernetes-native policy engine. + - [Kyverno 🌟](https://kyverno.io) [DE FACTO STANDARD] β€” A CNCF graduated Kubernetes-native policy engine. * Allows policy definition as standard Kubernetes resources (YAML). * Eliminates the need for complex DSLs like Rego. * Simplifies admission control, generation, mutation, and validation of workloads. - - **(2024)** [**kyverno.io: 56 sample policies 🌟**](https://kyverno.io/policies) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A rich library of ready-to-use Kyverno policy definitions. These templates address common cloud security standards (Pod Security Standards, multi-tenancy constraints, best practices, and resource optimization parameters) for instant cluster hardening. + - [kyverno.io: 56 sample policies 🌟](https://kyverno.io/policies) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” A rich library of ready-to-use Kyverno policy definitions. These templates address common cloud security standards (Pod Security Standards, multi-tenancy constraints, best practices, and resource optimization parameters) for instant cluster hardening. ## Cloud Native Security ### Policy Enforcement @@ -28,7 +69,7 @@ #### Microsoft Entra - - **(2024)** [**Configure Microsoft Entra for Increased Security**](https://learn.microsoft.com/en-us/entra/fundamentals/configure-security) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official documentation outlines hardening parameters for Microsoft Entra ID. Features prescriptive blueprints for setting up conditional access, continuous access evaluation, Multi-Factor Authentication (MFA), and role-based identity management. + - [Configure Microsoft Entra for Increased Security](https://learn.microsoft.com/en-us/entra/fundamentals/configure-security) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Official documentation outlines hardening parameters for Microsoft Entra ID. Features prescriptive blueprints for setting up conditional access, continuous access evaluation, Multi-Factor Authentication (MFA), and role-based identity management. ## Public Cloud Platforms ### AWS @@ -37,15 +78,15 @@ ##### Policy Management - - **(2021)** [**aws.amazon.com: Easy as one-two-three policy management with Kyverno on Amazon EKS 🌟**](https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management-with-kyverno-on-amazon-eks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Walkthrough detailing how to manage native policy rules on EKS clusters using Kyverno instead of raw Rego. Illustrates automated resource validation, generation, and mutation patterns to enforce corporate configuration compliance. + - [aws.amazon.com: Easy as one-two-three policy management with Kyverno on' Amazon EKS 🌟](https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management-with-kyverno-on-amazon-eks) [ENTERPRISE-STABLE] [GUIDE] β€” Walkthrough detailing how to manage native policy rules on EKS clusters using Kyverno instead of raw Rego. Illustrates automated resource validation, generation, and mutation patterns to enforce corporate configuration compliance. ## Security ### DevSecOps #### SAST - - **(2023)** [GitHub Code Security Risk Assessment: Free Vulnerability Scanning](https://github.blog/security/application-security/how-exposed-is-your-code-find-out-in-minutes-for-free) [EN CONTENT] [COMMUNITY-TOOL] β€” An introduction to GitHub's native, free vulnerability scanning tools designed to locate security regressions, secrets, and supply chain threats directly within the code repository. It highlights automated security alerts and quick enablement configurations. + - [GitHub Code Security Risk Assessment: Free Vulnerability Scanning](https://github.blog/security/application-security/how-exposed-is-your-code-find-out-in-minutes-for-free) [EN CONTENT] [COMMUNITY-TOOL] β€” An introduction to GitHub's native, free vulnerability scanning tools designed to locate security regressions, secrets, and supply chain threats directly within the code repository. It highlights automated security alerts and quick enablement configurations. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Ansible](./ansible.md) diff --git a/v2-docs/serverless.md b/v2-docs/serverless.md index d45eb048..af358a5f 100644 --- a/v2-docs/serverless.md +++ b/v2-docs/serverless.md @@ -3,21 +3,56 @@ !!! info "Architectural Context" Detailed reference for Serverless in the context of The Container Stack. -## Architecture +## Standard Reference -### Microservices + - [martinfowler.com: Serverless Architectures](https://martinfowler.com/articles/serverless.html) [COMMUNITY-TOOL] + - [itnext.io: Scaling My App: Serverless vs Kubernetes 🌟](https://itnext.io/scaling-my-app-serverless-vs-kubernetes-cdb8adf446e1) [COMMUNITY-TOOL] + - [Is Serverless The End Of Kubernetes?](https://towardsdatascience.com/kubernetes-serverless-differences-84699f370609) [COMMUNITY-TOOL] + - [freecodecamp.org: Serverless is cheaper, not simpler](https://www.freecodecamp.org/news/serverless-is-cheaper-not-simpler-a10c4fc30e49) [COMMUNITY-TOOL] + - [serverless.com: Why we switched from docker to serverless](https://www.serverless.com/blog/why-we-switched-from-docker-to-serverless) [COMMUNITY-TOOL] + - [developers.redhat.com: Orchestrate event-driven, distributed services with' Serverless Workflow and Kubernetes](https://developers.redhat.com/blog/2020/11/26/event-driven-distributed-service-orchestration-with-serverless-workflow) [COMMUNITY-TOOL] + - [docs.google.com: Serverless Guide to Success 2021](https://docs.google.com/document/u/0/d/1VEkUvTbqxfC1XyVGb2Z3DtEk9NA1M6PJpeCqEYRATLM/mobilebasic) [COMMUNITY-TOOL] + - [itnext.io: Kubernetes Serverless simply visually explained 🌟](https://itnext.io/kubernetes-serverless-simply-visually-explained-ccf7be05a689) [COMMUNITY-TOOL] + - [readysetcloud.io: Building Serverless Applications That Scale The Perfect' Amount 🌟](https://www.readysetcloud.io/blog/allen.helton/how-to-design-serverless-apps-that-scale-the-perfect-amount) [COMMUNITY-TOOL] + - [c-sharpcorner.com: Why and When to use Azure Functions](https://www.c-sharpcorner.com/article/why-and-when-to-use-azure-functions) [COMMUNITY-TOOL] + - [serverlessland.com/event-driven-architecture: Introduction to Event Driven' Architecture 🌟](https://serverlessland.com/event-driven-architecture) [COMMUNITY-TOOL] + - [architectelevator.com: Concerned about Serverless Lock-in? Consider Patterns!](https://architectelevator.com/cloud/serverless-design-patterns) [COMMUNITY-TOOL] + - [serverlessland.com: EDA VISUALS](https://serverlessland.com/event-driven-architecture/visuals) [COMMUNITY-TOOL] + - [serverlessland.com: BATCH PROCESSING VS EVENT STREAMING](https://serverlessland.com/event-driven-architecture/visuals/batching-vs-event-streams) [COMMUNITY-TOOL] + - [serverlessland.com: Splitter pattern](https://serverlessland.com/event-driven-architecture/visuals/splitter-pattern) [COMMUNITY-TOOL] + - [dev.to: Serverless - Beyond the Basics | Kristi Perreault 🌟](https://dev.to/aws-heroes/serverless-beyond-the-basics-kom) [COMMUNITY-TOOL] + - [theburningmonk.com: Why you should use ephemeral environments when you do' serverless](https://theburningmonk.com/2019/09/why-you-should-use-temporary-stacks-when-you-do-serverless) [COMMUNITY-TOOL] + - [serverlesshorrors.com](https://serverlesshorrors.com) [COMMUNITY-TOOL] + - [theburningmonk.com: Making Terraform and Serverless framework work together](https://theburningmonk.com/2019/03/making-terraform-and-serverless-framework-work-together) [COMMUNITY-TOOL] + - [fathomtech.io: Microservices vs. Serverless](https://fathomtech.io/blog/microservices-vs-serverless) [COMMUNITY-TOOL] + - [cloudnowtech.com: Kubernetes vs Serverless – How do you choose? 🌟](https://www.cloudnowtech.com/blog/kubernetes-vs-serverless-how-do-you-choose) [COMMUNITY-TOOL] + - [economictimes.indiatimes.com: Thoughtworks XConf Tech Talk Series: Serverless' vs. Kubernetes when deploying microservices](https://economictimes.indiatimes.com/tech/technology/thoughtworks-xconf-tech-talk-series-serverless-vs-kubernetes-when-deploying-microservices/articleshow/89085544.cms) [COMMUNITY-TOOL] + - [thenewstack.io: Serverless vs. Kubernetes: The People’s Vote](https://thenewstack.io/serverless-vs-kubernetes-the-peoples-vote) [COMMUNITY-TOOL] + - [dashbird.io: Serverless Case Study – Coca-Cola](https://dashbird.io/blog/serverless-case-study-coca-cola) [COMMUNITY-TOOL] + - [thenewstack.io: How Daily.Dev Built a Low-Budget Serverless Scraping Pipeline' for Online Articles](https://thenewstack.io/how-daily-dev-built-a-low-budget-serverless-scraping-pipeline-for-online-articles) [COMMUNITY-TOOL] + - [redhat.com: What is Function-as-a-Service (FaaS)?](https://www.redhat.com/en/topics/cloud-native-apps/what-is-faas) [COMMUNITY-TOOL] + - [stackify.com: What Is Function-as-a-Service? Serverless Architectures Are' Here!](https://stackify.com/function-as-a-service-serverless-architecture) [COMMUNITY-TOOL] + - [dev.to: FaaS on Kubernetes: From AWS Lambda & API Gateway To Knative &' Kong API Gateway](https://dev.to/pmbanugo/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knative-kong-api-gateway-4n84) [COMMUNITY-TOOL] + - [techbeacon.com: An essential guide to the 2019 serverless ecosystem](https://techbeacon.com/enterprise-it/essential-guide-2019-serverless-ecosystem) [COMMUNITY-TOOL] + - [vshn.ch: A (Very!) Quick Comparison of Kubernetes Serverless Frameworks](https://www.vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-frameworks) [COMMUNITY-TOOL] + - [serverless.com: Serverless Framework](https://www.serverless.com) [COMMUNITY-TOOL] + - [epsagon.com: Serverless Open-Source Frameworks: **OpenFaaS**, **Knative**,' & More 🌟](https://epsagon.com/blog/serverless-open-source-frameworks-openfaas-knative-more) [COMMUNITY-TOOL] + - [OpenFaaS](https://www.openfaas.com) [COMMUNITY-TOOL] + - [itnext.io: Deploy your first Serverless Function to Kubernetes](https://itnext.io/deploy-your-first-serverless-function-to-kubernetes-232307f7b0a9) [COMMUNITY-TOOL] + - [openfaas.com: Learn how to build functions faster using Rancher's kim and' K3s](https://www.openfaas.com/blog/kim) [COMMUNITY-TOOL] + - [OpenFunction: Cloud Native Function-as-a-Service Platform (CNCF Sandbox' Project)](https://github.com/OpenFunction/OpenFunction) ⭐ 1656 [COMMUNITY-TOOL] + - [knative.dev](https://knative.dev) [COMMUNITY-TOOL] + - [kn: knative client](https://github.com/knative/client) ⭐ 384 [COMMUNITY-TOOL] + - [developers.redhat.com: Build and deploy a serverless app with Camel K and' Red Hat OpenShift Serverless 1.5.0 Tech Preview](https://developers.redhat.com/blog/2020/04/24/build-and-deploy-a-serverless-app-with-camel-k-and-red-hat-openshift-serverless-1-5-0-tech-preview) [COMMUNITY-TOOL] + - [redhat-scholars.github.io: Welcome to OpenShift Serverless Logic Tutorial](https://redhat-scholars.github.io/serverless-workflow/osl/index.html) [COMMUNITY-TOOL] + - [openwhisk.apache.org](https://openwhisk.apache.org) [COMMUNITY-TOOL] + - [developers.redhat.com: Build and deploy microservices with Kubernetes and' Dapr](https://developers.redhat.com/articles/2021/08/12/build-and-deploy-microservices-kubernetes-and-dapr) [COMMUNITY-TOOL] + - [dev.to: Running Dapr on Kubernetes](https://dev.to/cvitaa11/running-dapr-on-kubernetes-89g) [COMMUNITY-TOOL] + - [github.com/diagrid-labs/dapr-workflow-demos](https://github.com/diagrid-labs/dapr-workflow-demos) ⭐ 62 [COMMUNITY-TOOL] + - [thenewstack.io: Build a Serverless API with AWS Gateway and Lambda](https://thenewstack.io/build-a-serverless-api-with-aws-gateway-and-lambda) [COMMUNITY-TOOL] + - [thenewstack.io: TriggerMesh: Open Sourcing Event-Driven Applications](https://thenewstack.io/triggermesh-open-sourcing-event-driven-applications) [COMMUNITY-TOOL] -#### Distributed Application Runtime - - - **(2026)** [==dapr.io==](https://dapr.io) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight presents Dapr as a portable, event-driven runtime that simplifies building resilient, distributed microservices. Live Grounding highlights its widespread enterprise adoption as a CNCF incubated project, offering sidecar APIs for state management, pub/sub, and service invocation across any cloud. -## Software Architecture - -### Cloud Patterns - -#### Serverless (1) - - - **(2021)** [ServerlessHorrors: A Web Compiling Nightmares in the Serverless World](https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadillas-del-mundo-serverless) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Un compendio tΓ©cnico sobre los errores mΓ‘s comunes y costosos en el diseΓ±o de arquitecturas serverless. Ofrece un anΓ‘lisis crΓ­tico de fallos reales de concurrencia, inicios en frΓ­o ("cold starts"), costos fuera de control e integraciΓ³n de servicios, sirviendo como guΓ­a de advertencia para diseΓ±adores de sistemas distribuidos. [SPANISH CONTENT] --- -πŸ’‘ **Explore Related:** [Kubernetes Troubleshooting](./kubernetes-troubleshooting.md) | [Ocp4](./ocp4.md) | [Kubernetes Based Devel](./kubernetes-based-devel.md) +πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Bigdata](./kubernetes-bigdata.md) | [Noops](./noops.md) diff --git a/v2-docs/servicemesh.md b/v2-docs/servicemesh.md index 08e4e739..ea81a851 100644 --- a/v2-docs/servicemesh.md +++ b/v2-docs/servicemesh.md @@ -3,46 +3,51 @@ !!! info "Architectural Context" Detailed reference for Servicemesh in the context of Networking & Service Mesh. -## Cloud Infrastructure +## Standard Reference -### Kubernetes + - [infoq.com: Service Mesh Ultimate Guide:](https://www.infoq.com/articles/service-mesh-ultimate-guide) [COMMUNITY-TOOL] + - [thenewstack.io: Service Mesh Adds Security, Observability and Traffic Control' to Kubernetes](https://thenewstack.io/service-mesh-adds-security-observability-and-traffic-control-to-kubernetes) [COMMUNITY-TOOL] + - [lucperkins.dev: Service mesh use cases](https://lucperkins.dev/blog/service-mesh-use-cases) [COMMUNITY-TOOL] + - [thenewstack.io: Zero-Trust Security with Service Mesh](https://thenewstack.io/zero-trust-security-with-service-mesh) [COMMUNITY-TOOL] + - [thenewstack.io: Offloading Authentication and Authorization from Application' Code to a Service Mesh](https://thenewstack.io/offloading-authentication-and-authorization-from-application-code-to-a-service-mesh) [COMMUNITY-TOOL] + - [thenewstack.io: How a Service Mesh Can Help DevOps Achieve Business Goals](https://thenewstack.io/how-service-mesh-can-help-devops-achieve-business-goals) [COMMUNITY-TOOL] + - [thenewstack.io: Mutual TLS: Securing Microservices in Service Mesh](https://thenewstack.io/mutual-tls-microservices-encryption-for-service-mesh) [COMMUNITY-TOOL] + - [cloudops.com: Comparing Service Meshes: Istio, Linkerd, Consul Connect,' and Citrix ADC](https://www.cloudops.com/blog/comparing-service-meshes-istio-linkerd-and-consul-connect-citrix-adc) [COMMUNITY-TOOL] + - [opensource.com: Why you should care about service mesh](https://opensource.com/article/21/3/service-mesh) [COMMUNITY-TOOL] + - [thenewstack.io: Service Meshes in the Cloud Native World](https://thenewstack.io/service-meshes-in-the-cloud-native-world) [COMMUNITY-TOOL] + - [koyeb.com: Service Mesh and Microservices: Improving Network Management' and Observability](https://www.koyeb.com/blog/service-mesh-and-microservices-improving-network-management-and-observability) [COMMUNITY-TOOL] + - [thenewstack.io: Accelerate Kubernetes Adoption with a Service Mesh](https://thenewstack.io/accelerate-kubernetes-adoption-with-a-service-mesh) [COMMUNITY-TOOL] + - [layer5.io: The Service Mesh Landscape 🌟🌟](https://layer5.io/service-mesh-landscape) [COMMUNITY-TOOL] + - [thenewstack.io: Secure Your Service Mesh: A 13-Item Checklist](https://thenewstack.io/secure-your-service-mesh-a-13-item-checklist) [COMMUNITY-TOOL] + - [infoq.com: Adoption of Cloud Native Architecture, Part 3: Service Orchestration' and Service Mesh](https://www.infoq.com/articles/cloud-native-architecture-adoption-part3) [COMMUNITY-TOOL] + - [itnext.io: Stupid Simple Service Mesh β€” What, When, Why 🌟](https://itnext.io/stupid-simple-service-mesh-what-when-why-e9be9e5f4d41) [COMMUNITY-TOOL] + - [thenewstack.io: The Hidden Costs of Service Meshes](https://thenewstack.io/the-hidden-costs-of-service-meshes) [COMMUNITY-TOOL] + - [learnsteps.com: What is a service mesh? Is it born with Kubernetes?](https://www.learnsteps.com/what-is-a-service-mesh-is-it-born-with-kubernetes) [COMMUNITY-TOOL] + - [infoq.com: Deploying Service Mesh in Production](https://www.infoq.com/presentations/adopting-service-mesh) [COMMUNITY-TOOL] + - [devops.com: How Are API Management and Service Mesh Different?](https://devops.com/how-are-api-management-and-service-mesh-different) [COMMUNITY-TOOL] + - [devops.com: When to Use API Management and Service Mesh Together](https://devops.com/when-to-use-api-management-and-service-mesh-together) [COMMUNITY-TOOL] + - [infoq.com: The Top-Five Challenges of Running a Service Mesh in an Enterprise' 🌟](https://www.infoq.com/presentations/5-challenges-mesh) [COMMUNITY-TOOL] + - [infoq.com: Sidecars, eBPF and the Future of Service Mesh](https://www.infoq.com/presentations/service-mesh-ebpf) [COMMUNITY-TOOL] + - [Meshery.io:](https://meshery.io) [COMMUNITY-TOOL] + - [itnext.io: Service Mesh Testing β€” Tools & Frameworks (Open Source)](https://itnext.io/service-mesh-testing-tools-frameworks-open-source-7904ee222298) [COMMUNITY-TOOL] + - [Fabio Load Balancer 🌟](https://fabiolb.net) [COMMUNITY-TOOL] + - [Linkerd](https://linkerd.io) [COMMUNITY-TOOL] + - [thenewstack.io: Linkerd 2.0: The Service Mesh for Service Owners, Platform' Architects, SREs](https://thenewstack.io/linkerd-2-0-the-service-mesh-for-service-owners-platform-architects-sres) [COMMUNITY-TOOL] + - [linkerd.io: Multi-cluster communication](https://linkerd.io/2.10/tasks/multicluster/index.html) [COMMUNITY-TOOL] + - [linkerd.io: Benchmarking Linkerd and Istio](https://linkerd.io/2021/05/27/linkerd-vs-istio-benchmarks/index.html) [COMMUNITY-TOOL] + - [itnext.io: A Practical Guide for Linkerd Authorization Policies](https://itnext.io/a-practical-guide-for-linkerd-authorization-policies-6cfdb50392e9) [COMMUNITY-TOOL] + - [linkerd.io: Benchmarking Linkerd and Istio: 2021 Redux](https://linkerd.io/2021/11/29/linkerd-vs-istio-benchmarks-2021/index.html) [COMMUNITY-TOOL] + - [thenewstack.io: Is Linkerd Winning the Service Mesh Race?](https://thenewstack.io/is-linkerd-winning-the-service-mesh-race) [COMMUNITY-TOOL] + - [dev.to: Linkerd and GitOps](https://dev.to/thenjdevopsguy/linkerd-and-gitops-115a) [COMMUNITY-TOOL] + - [**Google Traffic Director** and the **L7 Internal Load Balancer** Intermingles' **Cloud Native** and **Legacy Workloads**](https://thenewstack.io/google-traffic-director-and-the-l7-internal-load-balancer-intermingles-cloud-native-and-legacy-workloads) [COMMUNITY-TOOL] + - [infoq.com: Introducing Traffic Director: Google's Service Mesh Control' Plane](https://www.infoq.com/news/2019/04/google-traffic-director) [COMMUNITY-TOOL] + - [Examining Load Balancing Algorithms with Envoy](https://blog.envoyproxy.io/examining-load-balancing-algorithms-with-envoy-1be643ea121c) [COMMUNITY-TOOL] + - [solo.io: Why the control plane matters. Control planes are different than' data planes. Separating the control plane from data plane 🌟](https://www.solo.io/blog/why-the-control-plane-matters) [COMMUNITY-TOOL] + - [xDS REST and gRPC protocol](https://www.envoyproxy.io/docs/envoy/latest/api-docs/xds_protocol) [COMMUNITY-TOOL] + - [openservicemesh.io](https://openservicemesh.io) [COMMUNITY-TOOL] + - [Kourier: A lightweight Knative Serving ingress](https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress) [COMMUNITY-TOOL] -#### Service Mesh - - - **(2021)** [**Service meshes to the rescue: Load balancing and scaling long-lived connections in Kubernetes 🌟**](https://learnkube.com/kubernetes-long-lived-connections) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep dive into the engineering challenge of load balancing long-lived connections (gRPC, HTTP/2, WebSockets) within Kubernetes. It explains how standard L4 kube-proxy load balancing fails to distribute traffic evenly and presents L7 proxies and service meshes (like Linkerd or Istio) as the definitive architectural solution. -## Cloud Native Infrastructure - -### Data Plane - -#### Envoy Proxy - -##### Official Docs - - - **(2026)** [==Envoy==](https://www.envoyproxy.io) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” The home portal of Envoy, the industry-standard L7 proxy designed specifically for cloud-native services. Acts as the data plane engine for most modern service meshes (including Istio), delivering outstanding network performance, advanced routing, and rich observability. -### Service Mesh (1) - -#### Istio - -##### Operations - - - **(2021)** [solo.io: Navigating __Istio Config__: a look into Istio’s toolkit](https://www.solo.io/blog) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A guide detailing useful debugging utilities and CLI tools for validating and diagnosing Istio configuration sets. Explains how to leverage 'istioctl' diagnostics, debug configuration states, and inspect direct Envoy configuration mappings to maintain healthy cluster states. -## Networking - -### Service Mesh (2) - -#### Istio (1) - -##### Implementation - - - **(2023)** [Implementing Istio From Start To Finish](https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An implementation guide mapping out the lifecycle steps required to deploy, secure, and operate an Istio service mesh in enterprise environments. It provides structured insights on handling namespace injection, ambient mesh considerations, and mutual TLS enforcement. -## Observability - -### Telemetry Standards - -#### OpenTelemetry vs Prometheus - - - **(2022)** [Prometheus and OpenTelemetry Compatibility Issues](https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An informative look at the historical data model incompatibilities between Prometheus and OpenTelemetry (OTel). It details the industry efforts to reconcile standard Prometheus structures with the broader OTel landscape. --- -πŸ’‘ **Explore Related:** [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Networking](./networking.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Istio](./istio.md) diff --git a/v2-docs/sonarqube.md b/v2-docs/sonarqube.md index 6e377acd..2c1353d6 100644 --- a/v2-docs/sonarqube.md +++ b/v2-docs/sonarqube.md @@ -11,10 +11,10 @@ ##### Execution - - **(2021)** [thenewstack.io: How to Analyze Code and Find Vulnerabilities with SonarQube](https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqube) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Hands-on guide to running static analyzers against real codebases using SonarQube scanners, configuring quality gates, and reviewing vulnerability alerts. + - [thenewstack.io: How to Analyze Code and Find Vulnerabilities with SonarQube](https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqube) [COMMUNITY-TOOL] β€” Hands-on guide to running static analyzers against real codebases using SonarQube scanners, configuring quality gates, and reviewing vulnerability alerts. ##### Installation - - **(2021)** [thenewstack.io: How to Install the SonarQube Security Analysis Platform](https://thenewstack.io/how-to-install-the-sonarqube-security-analysis-platform) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Step-by-step deployment guide detailing how to host SonarQube locally or on dedicated infrastructure, including database dependencies and JVM configurations. + - [thenewstack.io: How to Install the SonarQube Security Analysis Platform](https://thenewstack.io/how-to-install-the-sonarqube-security-analysis-platform) [COMMUNITY-TOOL] β€” Step-by-step deployment guide detailing how to host SonarQube locally or on dedicated infrastructure, including database dependencies and JVM configurations. ##### SonarQube - **(2026)** [==Sonarqube.org==](https://www.sonarsource.com/products/sonarqube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The leading platform for continuous inspection of code quality, executing automatic reviews with static analysis of code to detect bugs, security vulnerabilities, and code smells across 30+ programming languages. @@ -27,14 +27,14 @@ ##### Dockerized Scans - - **(2020)** [**itnext.io: SonarQube: running tests from Jenkins Pipeline in Docker**](https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740702b6f42) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Deep technical guide showing how to architect a Jenkins pipeline that runs unit tests and executes SonarQube code coverage scans natively inside transient Docker containers. + - [itnext.io: SonarQube: running tests from Jenkins Pipeline in Docker](https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740702b6f42) [ENTERPRISE-STABLE] β€” Deep technical guide showing how to architect a Jenkins pipeline that runs unit tests and executes SonarQube code coverage scans natively inside transient Docker containers. ### Kubernetes Native #### Google Cloud Platform ##### Blueprints - - **(2023)** [click-to-deploy/sonarqube](https://github.com/GoogleCloudPlatform/click-to-deploy/tree/master/k8s/sonarqube) ⭐ 771 🌟🌟🌟 [COMMUNITY-TOOL] β€” A Google Cloud Platform blueprint repository designed to ease the deployment of SonarQube on Google Kubernetes Engine (GKE) via highly standardized manifest suites. + - [click-to-deploy/sonarqube](https://github.com/GoogleCloudPlatform/click-to-deploy/tree/master/k8s/sonarqube) ⭐ 771 [COMMUNITY-TOOL] β€” A Google Cloud Platform blueprint repository designed to ease the deployment of SonarQube on Google Kubernetes Engine (GKE) via highly standardized manifest suites. #### Helm Deployments ##### SonarQube (1) @@ -44,8 +44,8 @@ ##### Video Tutorials - - **(2021)** [youtube: Installation of Sonarqube on Kubernetes/Minikube](https://www.youtube.com/watch?v=_cT-kkvw3NQ) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Video guide demonstrating how to spin up a SonarQube server inside Minikube, configured for localized developer playground environments. + - [youtube: Installation of Sonarqube on Kubernetes/Minikube](https://www.youtube.com/watch?v=_cT-kkvw3NQ) [COMMUNITY-TOOL] β€” Video guide demonstrating how to spin up a SonarQube server inside Minikube, configured for localized developer playground environments. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Argo](./argo.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) diff --git a/v2-docs/sre.md b/v2-docs/sre.md index 63eb4074..83db2c37 100644 --- a/v2-docs/sre.md +++ b/v2-docs/sre.md @@ -3,109 +3,126 @@ !!! info "Architectural Context" Detailed reference for Sre in the context of Platform & Site Reliability. +## Education + +### Software Engineering + +#### Professional Growth + + - [Skills for Real Engineers](https://github.com/mattpocock/skills) ⭐ 100172 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” A massive, widely vetted resource compiling software engineering methodologies, design schemas, and performance protocols required for elite software delivery. ## Operations and Reliability ### DevOps and SRE Culture #### Career Roadmap - - **(2022)** [**dev.to: What You Need to Break into DevOps and SRE**](https://dev.to/thenjdevopsguy/what-you-need-to-break-into-devops-and-sre-3fp5) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive skills matrix designed for software engineers transitioning into DevOps and SRE domains. The roadmap covers essential technologies including Linux systems internals, network virtualization, cloud infrastructure as code, CI/CD automation, and metric-driven monitoring pipelines. + - [dev.to: What You Need to Break into DevOps and SRE](https://dev.to/thenjdevopsguy/what-you-need-to-break-into-devops-and-sre-3fp5) [ENTERPRISE-STABLE] β€” A comprehensive skills matrix designed for software engineers transitioning into DevOps and SRE domains. The roadmap covers essential technologies including Linux systems internals, network virtualization, cloud infrastructure as code, CI/CD automation, and metric-driven monitoring pipelines. #### Role Definitions - - **(2021)** [**phoenixnap.com: SRE Vs. DevOps: Differences Explained 🌟**](https://phoenixnap.com/blog/sre-vs-devops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An educational guide that outlines the operational boundaries and target objectives distinguishing SRE from DevOps. It features detailed structural comparisons highlighting specific KPI alignments, on-call expectations, and error budget implementation procedures. - - **(2022)** [dev.to: DevOps vs SRE: What's The Difference?](https://dev.to/thenjdevopsguy/devops-vs-sre-what-s-the-difference-560d) [COMMUNITY-TOOL] β€” An introductory analysis exploring how DevOps and SRE differ conceptually and operationally. It illustrates how SRE provides the programmatic solutions and infrastructure instrumentation needed to realize the broader cultural transformations promised by DevOps methodologies. - - **(2021)** [youtube: Viktor Farcic - What is the difference between SRE and DevOps?](https://www.youtube.com/watch?v=jgW4r9FxItI&ab_channel=DevOpsToolkitbyViktorFarcic) [COMMUNITY-TOOL] β€” An analytical video comparing SRE and DevOps methodologies. The presentation details structural overlaps, detailing SRE as a concrete class implementing the abstract interface of DevOps, emphasizing automated tooling, error budget tracking, and shared organizational objectives. + - [youtube: Viktor Farcic - What is the difference between SRE and DevOps?](https://www.youtube.com/watch?v=jgW4r9FxItI&ab_channel=DevOpsToolkitbyViktorFarcic) [COMMUNITY-TOOL] β€” An analytical video comparing SRE and DevOps methodologies. The presentation details structural overlaps, detailing SRE as a concrete class implementing the abstract interface of DevOps, emphasizing automated tooling, error budget tracking, and shared organizational objectives. + - [dev.to: DevOps vs SRE: What's The Difference?](https://dev.to/thenjdevopsguy/devops-vs-sre-what-s-the-difference-560d) [COMMUNITY-TOOL] β€” An introductory analysis exploring how DevOps and SRE differ conceptually and operationally. It illustrates how SRE provides the programmatic solutions and infrastructure instrumentation needed to realize the broader cultural transformations promised by DevOps methodologies. + - [phoenixnap.com: SRE Vs. DevOps: Differences Explained 🌟](https://phoenixnap.com/blog/sre-vs-devops) [ENTERPRISE-STABLE] β€” An educational guide that outlines the operational boundaries and target objectives distinguishing SRE from DevOps. It features detailed structural comparisons highlighting specific KPI alignments, on-call expectations, and error budget implementation procedures. +### Observability and Monitoring + +#### Foundations + + - [Monitoring Distributed Systems - Google SRE Book](https://sre.google/sre-book/monitoring-distributed-systems) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” The industry-standard chapter from Google's SRE book detailing the implementation of distributed systems monitoring. It defines the 'Four Golden Signals'β€”latency, traffic, errors, and saturationβ€”providing practical blueprints to prevent alert fatigue and build actionable dashboard designs. ### Organization Design #### Operational Models - - **(2021)** [thenewstack.io: Centralized vs. Decentralized Operations](https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralized) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep-dive architectural comparison of centralized operations centers versus decentralized, application-embedded operations models. The analysis explores trade-offs regarding communication latency, incident ownership, and platform engineering scalability under cognitive overload. + - [thenewstack.io: Centralized vs. Decentralized Operations](https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralized) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep-dive architectural comparison of centralized operations centers versus decentralized, application-embedded operations models. The analysis explores trade-offs regarding communication latency, incident ownership, and platform engineering scalability under cognitive overload. ### Platform Engineering #### Ecosystem Integration - - **(2023)** [thenewstack.io: SRE vs. DevOps? Successful Platform Engineering Needs Both](https://thenewstack.io/sre-vs-devops-successful-platform-engineering-needs-both) [COMMUNITY-TOOL] β€” Analyzes how SRE stability frameworks and DevOps continuous pipelines must merge to construct efficient Internal Developer Platforms. Grounding emphasizes that treating the platform as a product is essential to balance development velocity with overall cloud-infrastructure reliability. + - [thenewstack.io: SRE vs. DevOps? Successful Platform Engineering Needs Both](https://thenewstack.io/sre-vs-devops-successful-platform-engineering-needs-both) [COMMUNITY-TOOL] β€” Analyzes how SRE stability frameworks and DevOps continuous pipelines must merge to construct efficient Internal Developer Platforms. Grounding emphasizes that treating the platform as a product is essential to balance development velocity with overall cloud-infrastructure reliability. #### Role Definitions (1) - - **(2023)** [==devops.com: SRE Vs. Platform Engineering: What’s the Difference?==](https://devops.com/sre-vs-platform-engineering-whats-the-difference) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A critical examination of the conceptual and practical differences between SRE and Platform Engineering. It illustrates how SRE prioritizes system-centric stability, SLO management, and incident response, while Platform Engineering focuses on improving the developer experience through internal developer portals (IDPs). + - [devops.com: SRE Vs. Platform Engineering: What’s the Difference?](https://devops.com/sre-vs-platform-engineering-whats-the-difference) [DE FACTO STANDARD] β€” A critical examination of the conceptual and practical differences between SRE and Platform Engineering. It illustrates how SRE prioritizes system-centric stability, SLO management, and incident response, while Platform Engineering focuses on improving the developer experience through internal developer portals (IDPs). ### Service Level Objectives #### Community Events - - **(2024)** [SLOconf](https://www.sloconf.com) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” The official landing page for SLOconf, a premier community event dedicated to Service Level Objectives. The forum hosts deep technical tracks, production post-mortems, and deployment case studies, making it an essential hub for engineers refining reliability standards. -#### Foundations + - [SLOconf](https://www.sloconf.com) [DOCUMENTATION] [COMMUNITY-TOOL] β€” The official landing page for SLOconf, a premier community event dedicated to Service Level Objectives. The forum hosts deep technical tracks, production post-mortems, and deployment case studies, making it an essential hub for engineers refining reliability standards. +#### Foundations (1) - - **(2020)** [==sre.google: The Art of SLOs==](https://sre.google/resources/practices-and-processes/art-of-slos) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An essential training handbook from Google covering the foundational concepts of setting, calculating, and maintaining Service Level Objectives. It provides practical exercises to identify critical user pathways and align internal metrics with real-world customer expectations. + - [sre.google: The Art of SLOs](https://sre.google/resources/practices-and-processes/art-of-slos) [DOCUMENTATION] [DE FACTO STANDARD] β€” An essential training handbook from Google covering the foundational concepts of setting, calculating, and maintaining Service Level Objectives. It provides practical exercises to identify critical user pathways and align internal metrics with real-world customer expectations. #### GitOps Implementation - - **(2021)** [thenewstack.io: Automate User Satisfaction with This GitOps-Friendly Spec for Service Level Objectives](https://thenewstack.io/automate-user-satisfaction-with-this-gitops-friendly-spec-for-service-level-objectives) [COMMUNITY-TOOL] β€” Details how declarative, GitOps-friendly schemas can be used to manage Service Level Objectives alongside primary code repositories. Grounding shows how treating SLO configs as code assets allows CI/CD systems to continuously audit user satisfaction and validate code merges. + - [thenewstack.io: Automate User Satisfaction with This GitOps-Friendly Spec' for Service Level Objectives](https://thenewstack.io/automate-user-satisfaction-with-this-gitops-friendly-spec-for-service-level-objectives) [COMMUNITY-TOOL] β€” Details how declarative, GitOps-friendly schemas can be used to manage Service Level Objectives alongside primary code repositories. Grounding shows how treating SLO configs as code assets allows CI/CD systems to continuously audit user satisfaction and validate code merges. #### Open Standards - - **(2024)** [==OpenSLO specification 🌟==](https://github.com/OpenSLO/OpenSLO) ⭐ 1491 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The open-source OpenSLO specification, which defines a vendor-agnostic standard for declaring SLOs, SLIs, and error budgets in YAML format. It enables platform engineers to implement declarative reliability metrics across diverse tracing systems like Prometheus and Datadog. + - [OpenSLO specification 🌟](https://github.com/OpenSLO/OpenSLO) ⭐ 1491 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The open-source OpenSLO specification, which defines a vendor-agnostic standard for declaring SLOs, SLIs, and error budgets in YAML format. It enables platform engineers to implement declarative reliability metrics across diverse tracing systems like Prometheus and Datadog. #### Progressive Delivery - - **(2024)** [**Iter8**](https://iter8.tools) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A Kubernetes-native progressive delivery platform that orchestrates metric-driven canary releases and A/B tests. Live grounding shows Iter8's ability to validate runtime SLO performance, using Prometheus and OpenTelemetry targets to automate application promotion or rollbacks. + - [Iter8](https://iter8.tools) [ADVANCED LEVEL] [DOCUMENTATION] [ENTERPRISE-STABLE] β€” A Kubernetes-native progressive delivery platform that orchestrates metric-driven canary releases and A/B tests. Live grounding shows Iter8's ability to validate runtime SLO performance, using Prometheus and OpenTelemetry targets to automate application promotion or rollbacks. #### Testing and Validation - - **(2022)** [thenewstack.io: Validate Service-Level Objectives of REST APIs Using Iter8](https://thenewstack.io/validate-service-level-objectives-of-rest-apis-using-iter8) [COMMUNITY-TOOL] β€” A technical walkthrough detailing how to integrate Iter8 with CI/CD runners to automatically validate REST API SLO configurations. The tutorial includes sample manifests for monitoring API response times and failure rates under heavy synthetic request loads. + - [thenewstack.io: Validate Service-Level Objectives of REST APIs Using Iter8](https://thenewstack.io/validate-service-level-objectives-of-rest-apis-using-iter8) [COMMUNITY-TOOL] β€” A technical walkthrough detailing how to integrate Iter8 with CI/CD runners to automatically validate REST API SLO configurations. The tutorial includes sample manifests for monitoring API response times and failure rates under heavy synthetic request loads. ### Site Reliability Engineering #### Best Practices - - **(2021)** [**toolbox.com: Site Reliability Engineering: What Is It and How Can It Help Scale Operations? 🌟**](https://www.toolbox.com/tech/devops/articles/automating-sre-to-scale-operations) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An executive guide to how site reliability engineering helps scale complex IT footprints by converting manually executed procedures into self-healing code. It emphasizes how establishing shared error budgets minimizes organization-wide conflict over deployment speed and risk tolerance. - - **(2023)** [infracloud.io: Site Reliability Engineering (SRE) Best Practices](https://www.infracloud.io/blogs/sre-best-practices) [COMMUNITY-TOOL] β€” This architectural guide details actionable workflows for modern SRE execution, covering service level indicator definition, runbook automation, and collaborative blameless post-mortems. Curator insight and live grounding suggest that successful implementation requires transitioning team topologies from manual toil to reliability-first platform engineering. + - [infracloud.io: Site Reliability Engineering (SRE) Best Practices](https://www.infracloud.io/blogs/sre-best-practices) [COMMUNITY-TOOL] β€” This architectural guide details actionable workflows for modern SRE execution, covering service level indicator definition, runbook automation, and collaborative blameless post-mortems. Curator insight and live grounding suggest that successful implementation requires transitioning team topologies from manual toil to reliability-first platform engineering. + - [toolbox.com: Site Reliability Engineering: What Is It and How Can It Help' Scale Operations? 🌟](https://www.toolbox.com/tech/devops/articles/automating-sre-to-scale-operations) [ENTERPRISE-STABLE] β€” An executive guide to how site reliability engineering helps scale complex IT footprints by converting manually executed procedures into self-healing code. It emphasizes how establishing shared error budgets minimizes organization-wide conflict over deployment speed and risk tolerance. #### Career Roadmap (1) - - **(2021)** [**devops.com: Top Nine Skills for SREs to Master 🌟**](https://devops.com/top-nine-skills-for-sres-to-master) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Highlights the nine core disciplines mandatory for modern SRE professionals. Essential competencies include programming, software-defined networking, container orchestration, proactive observability, secure deployment design, and automated release rollbacks. + - [devops.com: Top Nine Skills for SREs to Master 🌟](https://devops.com/top-nine-skills-for-sres-to-master) [ENTERPRISE-STABLE] β€” Highlights the nine core disciplines mandatory for modern SRE professionals. Essential competencies include programming, software-defined networking, container orchestration, proactive observability, secure deployment design, and automated release rollbacks. #### Case Studies - - **(2016)** [thenewstack.io: Google SRE: Site Reliability Engineering at a Global Scale](https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale) [COMMUNITY-TOOL] β€” A retrospective analysis of Google's journey in creating the modern SRE discipline to address unprecedented internet scale. It focuses on the core organizational policy that SRE teams must devote at least 50% of their bandwidth to engineering rather than operational toil. + - [thenewstack.io: Google SRE: Site Reliability Engineering at a Global Scale](https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale) [COMMUNITY-TOOL] β€” A retrospective analysis of Google's journey in creating the modern SRE discipline to address unprecedented internet scale. It focuses on the core organizational policy that SRE teams must devote at least 50% of their bandwidth to engineering rather than operational toil. #### Engagement Models - - **(2016)** [==sre.google: sre-book - The Evolving SRE Engagement Model==](https://sre.google/sre-book/evolving-sre-engagement-model) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” This seminal text from the Google SRE Book explores the life cycle of SRE engagements with product teams. It reviews diverse topological frameworks, detailing how to transition product teams from embedded SRE support models to decoupled, self-service infrastructure platforms. + - [sre.google: sre-book - The Evolving SRE Engagement Model](https://sre.google/sre-book/evolving-sre-engagement-model) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” This seminal text from the Google SRE Book explores the life cycle of SRE engagements with product teams. It reviews diverse topological frameworks, detailing how to transition product teams from embedded SRE support models to decoupled, self-service infrastructure platforms. #### Evolution - - **(2022)** [**thenewstack.io: How the SRE Experience Is Changing with Cloud Native 🌟**](https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” This high-density industry analysis examines how the rise of complex cloud-native architectures shifts SRE responsibilities. It addresses how microservices, service meshes, and dynamic scheduling require SREs to move from simple system monitoring to deep, code-level observability and platform design. + - [thenewstack.io: How the SRE Experience Is Changing with Cloud Native 🌟](https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native) [ENTERPRISE-STABLE] β€” This high-density industry analysis examines how the rise of complex cloud-native architectures shifts SRE responsibilities. It addresses how microservices, service meshes, and dynamic scheduling require SREs to move from simple system monitoring to deep, code-level observability and platform design. #### Operational Tooling - - **(2022)** [devops.com: How SREs Benefit From Feature Flags](https://devops.com/how-sres-benefit-from-feature-flags) [COMMUNITY-TOOL] β€” This technical analysis shows how progressive delivery using feature flags supports high-availability operations. It details how feature flag infrastructure enables instant software rollbacks, controlled canary tests, and reduced operational blast radius without requiring full redeployments. - **(2022)** [getcortexapp.com: A guide to the best SRE tools](https://www.cortex.io/post/a-guide-to-the-best-sre-tools) [COMMUNITY-TOOL] β€” This reference guide provides a framework to evaluate SRE automation platforms, including service cataloging, telemetry aggregators, and automated incident response tools. It details how prioritizing tooling based on the engineering team's maturity level prevents overhead. - - **(2021)** [thenewstack.io: The Site Reliability Engineering Tool Stack](https://thenewstack.io/the-site-reliability-engineering-tool-stack) [COMMUNITY-TOOL] β€” A comprehensive reference detailing the typical software suites utilized across modern SRE organizations. It groups tools into critical segments: observability engines, configuration managers, automated deployment tooling, issue-tracking dashboards, and dynamic status portals. - - **(2021)** [thenewstack.io: The Best Site Reliability Engineering Tools in 2021](https://thenewstack.io/the-best-site-reliability-engineering-tools-in-2021) [COMMUNITY-TOOL] β€” A specialized review of elite reliability tools, detailing their integration with cloud infrastructure and error budget managers. It outlines how telemetry tools can be leveraged programmatically within continuous deployment stages to trigger automated rolling upgrades or fast rollbacks. + - [devops.com: How SREs Benefit From Feature Flags](https://devops.com/how-sres-benefit-from-feature-flags) [COMMUNITY-TOOL] β€” This technical analysis shows how progressive delivery using feature flags supports high-availability operations. It details how feature flag infrastructure enables instant software rollbacks, controlled canary tests, and reduced operational blast radius without requiring full redeployments. + - [thenewstack.io: The Site Reliability Engineering Tool Stack](https://thenewstack.io/the-site-reliability-engineering-tool-stack) [COMMUNITY-TOOL] β€” A comprehensive reference detailing the typical software suites utilized across modern SRE organizations. It groups tools into critical segments: observability engines, configuration managers, automated deployment tooling, issue-tracking dashboards, and dynamic status portals. + - [thenewstack.io: The Best Site Reliability Engineering Tools in 2021](https://thenewstack.io/the-best-site-reliability-engineering-tools-in-2021) [COMMUNITY-TOOL] β€” A specialized review of elite reliability tools, detailing their integration with cloud infrastructure and error budget managers. It outlines how telemetry tools can be leveraged programmatically within continuous deployment stages to trigger automated rolling upgrades or fast rollbacks. #### Resources - - **(2023)** [**sre.google/prodcast**](https://sre.google/prodcast) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Google SRE's official podcast platform, offering in-depth conversations on production readiness, disaster simulation, massive database scale, and global network engineering. This serves as an elite audio-learning resource for cloud architects designing resilient distributed architectures. + - [sre.google/prodcast](https://sre.google/prodcast) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Google SRE's official podcast platform, offering in-depth conversations on production readiness, disaster simulation, massive database scale, and global network engineering. This serves as an elite audio-learning resource for cloud architects designing resilient distributed architectures. #### Role Definitions (2) - - **(2021)** [devops.com: Day in the Life of a Site Reliability Engineer (SRE)](https://devops.com/day-in-the-life-of-a-site-reliability-engineer-sre) [COMMUNITY-TOOL] β€” A detailed technical narrative outlining the day-to-day work patterns of an active SRE. It details technical duties such as managing on-call alert systems, performing root-cause evaluations, coding infrastructure automation, and consulting with software development teams. + - [devops.com: Day in the Life of a Site Reliability Engineer (SRE)](https://devops.com/day-in-the-life-of-a-site-reliability-engineer-sre) [COMMUNITY-TOOL] β€” A detailed technical narrative outlining the day-to-day work patterns of an active SRE. It details technical duties such as managing on-call alert systems, performing root-cause evaluations, coding infrastructure automation, and consulting with software development teams. #### Training and Incident Response - - **(2020)** [infoq.com: Observing and Understanding Failures: SRE Apprentices](https://www.infoq.com/presentations/sre-apprentices) [COMMUNITY-TOOL] β€” This session addresses the cognitive models of system failure, specifically targeting how apprentices and junior SREs can safely learn to analyze complex failures. It advocates for structured code-level tracing, game days, and interactive debugging to accelerate reliable operational troubleshooting. + - [infoq.com: Observing and Understanding Failures: SRE Apprentices](https://www.infoq.com/presentations/sre-apprentices) [COMMUNITY-TOOL] β€” This session addresses the cognitive models of system failure, specifically targeting how apprentices and junior SREs can safely learn to analyze complex failures. It advocates for structured code-level tracing, game days, and interactive debugging to accelerate reliable operational troubleshooting. ## Platform Engineering (1) +### Architectural Patterns + +#### Internal Developer Platforms + + - [Platform Democracy: Rethinking Who Builds and Consumes Your Internal Platform](https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consumes-your-internal-platform) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An analytical piece explaining Platform Democracy as an operational framework. Discusses user-centric workflows when designing internal developer platform structures (IDPs). ### Site Reliability Engineering (1) #### Case Studies (1) - **(2023)** [openshift.com: From Ops to SRE - Evolution of the OpenShift Dedicated Team](https://www.redhat.com/en/blog/from-ops-to-sre-evolution-of-the-openshift-dedicated-team) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An enterprise case study detailing how Red Hat transitioned its OpenShift Dedicated operations team to a modern SRE model, showing concrete scaling metrics. -#### Foundations (1) +#### Foundations (2) - - **(2026)** [==sre.google: What is Site Reliability Engineering (SRE)? 🌟==](https://sre.google) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main portal hosting Google's legendary Site Reliability Engineering, Site Reliability Workbook, and Building Secure and Reliable Systems textbooks. Mandatory standard reference. - - **(2025)** [==cloud.google.com: SRE at Google: Our complete list of CRE life lessons 🌟==](https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-list-of-cre-life-lessons) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An essential collection of enterprise insights gathered by Google Customer Reliability Engineers (CRE). Translates massive Google-scale SRE rules into practical roadmaps for external architectures. - **(2024)** [cloud.google.com: SRE vs. DevOps: competing standards or close friends?](https://cloud.google.com/blog/products/devops-sre) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An official Google Cloud guide highlighting operational synergies and clear organizational distinctions between SRE and DevOps execution models. - - **(2023)** [thenewstack.io: Where Site Reliability Engineering Overlaps with DevOps](https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-devops) 🌟🌟 [COMMUNITY-TOOL] β€” A structural examination of the technical overlaps between DevOps and SRE, outlining how automated observability pipelines and telemetry serve both teams. - - **(2022)** [devops.com: How the SRE Role Is Evolving](https://devops.com/how-the-sre-role-is-evolving) 🌟🌟 [COMMUNITY-TOOL] β€” A technical essay tracking the evolution of the SRE role. Explains how advances in telemetry networks and AIOps automated loops are rewriting standard reliability metrics. - - **(2021)** [devops.com: SRE vs. DevOps β€” a False Distinction?](https://devops.com/sre-vs-devops-false-distinction) 🌟🌟 [COMMUNITY-TOOL] β€” An editorial analyzing the perceived conflict between DevOps and SRE, detailing why they should be integrated as complementary mechanisms for robust microservices delivery. - - **(2021)** [devops.com: SRE vs. DevOps vs. Cloud Native: The Server Cage Match](https://devops.com/sre-devops-cloud-native-server-cage-match) 🌟🌟 [COMMUNITY-TOOL] β€” A deep-dive technical comparison contrasting DevOps pipelines, SRE operational standards, and Cloud-Native application patterns inside modern server architecture. - - **(2021)** [devops.com: Site Reliability Engineering 101: DevOps Versus SRE](https://devops.com/site-reliability-engineering-101-devops-versus-sre) 🌟🌟 [COMMUNITY-TOOL] β€” An introductory, high-density primer defining what Site Reliability Engineering is, framing its core metrics and comparing its functional goals directly against DevOps. - - **(2021)** [opensource.com: What is an SRE and how does it relate to DevOps?](https://opensource.com/article/18/10/sre-startup) 🌟🌟 [COMMUNITY-TOOL] β€” A practical exploration focusing on running SRE frameworks inside small-scale startups. Proposes strategies for establishing basic SLIs and SLOs under strict budget conditions. - - **(2023)** [linkedin.com: SRE: Key Insights-"Done the right way”](https://www.linkedin.com/pulse/sre-key-insights-done-right-way-shankar-muniyappa) 🌟 [COMMUNITY-TOOL] β€” A tactical blog post detailing common pitfalls in enterprise SRE implementation, warning against rebranded ops ticket siloes that lack architectural power. - - **(2022)** [linkedin: DevOps vs Site Reliability Engineering](https://www.linkedin.com/pulse/devops-vs-site-reliability-engineering-sean-washington) 🌟 [COMMUNITY-TOOL] β€” An analytical overview detailing the distinct career paths, everyday duties, and engineering goals that separate cloud systems administrators from dedicated SREs. + - [sre.google: What is Site Reliability Engineering (SRE)? 🌟](https://sre.google) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” The main portal hosting Google's legendary Site Reliability Engineering, Site Reliability Workbook, and Building Secure and Reliable Systems textbooks. Mandatory standard reference. + - [devops.com: SRE vs. DevOps β€” a False Distinction?](https://devops.com/sre-vs-devops-false-distinction) [COMMUNITY-TOOL] β€” An editorial analyzing the perceived conflict between DevOps and SRE, detailing why they should be integrated as complementary mechanisms for robust microservices delivery. + - [devops.com: SRE vs. DevOps vs. Cloud Native: The Server Cage Match](https://devops.com/sre-devops-cloud-native-server-cage-match) [COMMUNITY-TOOL] β€” A deep-dive technical comparison contrasting DevOps pipelines, SRE operational standards, and Cloud-Native application patterns inside modern server architecture. + - [devops.com: Site Reliability Engineering 101: DevOps Versus SRE](https://devops.com/site-reliability-engineering-101-devops-versus-sre) [COMMUNITY-TOOL] β€” An introductory, high-density primer defining what Site Reliability Engineering is, framing its core metrics and comparing its functional goals directly against DevOps. + - [linkedin: DevOps vs Site Reliability Engineering](https://www.linkedin.com/pulse/devops-vs-site-reliability-engineering-sean-washington) [COMMUNITY-TOOL] β€” An analytical overview detailing the distinct career paths, everyday duties, and engineering goals that separate cloud systems administrators from dedicated SREs. + - [opensource.com: What is an SRE and how does it relate to DevOps?](https://opensource.com/article/18/10/sre-startup) [COMMUNITY-TOOL] β€” A practical exploration focusing on running SRE frameworks inside small-scale startups. Proposes strategies for establishing basic SLIs and SLOs under strict budget conditions. + - [thenewstack.io: Where Site Reliability Engineering Overlaps with DevOps](https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-devops) [COMMUNITY-TOOL] β€” A structural examination of the technical overlaps between DevOps and SRE, outlining how automated observability pipelines and telemetry serve both teams. + - [linkedin.com: SRE: Key Insights-"Done the right way”](https://www.linkedin.com/pulse/sre-key-insights-done-right-way-shankar-muniyappa) [COMMUNITY-TOOL] β€” A tactical blog post detailing common pitfalls in enterprise SRE implementation, warning against rebranded ops ticket siloes that lack architectural power. + - [devops.com: How the SRE Role Is Evolving](https://devops.com/how-the-sre-role-is-evolving) [COMMUNITY-TOOL] β€” A technical essay tracking the evolution of the SRE role. Explains how advances in telemetry networks and AIOps automated loops are rewriting standard reliability metrics. + - [cloud.google.com: SRE at Google: Our complete list of CRE life lessons 🌟](https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-list-of-cre-life-lessons) [ADVANCED LEVEL] [DE FACTO STANDARD] β€” An essential collection of enterprise insights gathered by Google Customer Reliability Engineers (CRE). Translates massive Google-scale SRE rules into practical roadmaps for external architectures. #### Observability - - **(2022)** [youtube: Platform9’s Madhura Maskasky says observability is also essential for diagnosing and debugging in order for SREs to "get to the root cause quickly enough so that you can feed that back to the development teams." 🌟](https://www.youtube.com/watch?v=tgRPlAQpHYk&ab_channel=TheNewStack) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly informative video overview mapping how Platform9 integrates robust observability networks. Explains why deep trace analysis is vital for fast root-cause isolation in microservices. - - **(2021)** [circonus.com: Monitoring for Success: What All SREs Need to Know](https://www.circonus.com/2021/04/monitoring-for-success-what-all-sres-need-to-know) 🌟🌟 [COMMUNITY-TOOL] β€” A deep technical evaluation of telemetry and metric requirements for SRE. Discusses the selection of appropriate service objectives and data collection frequencies. + - [youtube: Platform9’s Madhura Maskasky says observability is also essential' for diagnosing and debugging in order for SREs to "get to the root cause quickly enough so that you can feed that back to the development teams." 🌟](https://www.youtube.com/watch?v=tgRPlAQpHYk&ab_channel=TheNewStack) [COMMUNITY-TOOL] β€” A highly informative video overview mapping how Platform9 integrates robust observability networks. Explains why deep trace analysis is vital for fast root-cause isolation in microservices. + - [circonus.com: Monitoring for Success: What All SREs Need to Know](https://www.circonus.com/2021/04/monitoring-for-success-what-all-sres-need-to-know) [COMMUNITY-TOOL] β€” A deep technical evaluation of telemetry and metric requirements for SRE. Discusses the selection of appropriate service objectives and data collection frequencies. --- -πŸ’‘ **Explore Related:** [Project Management Methodology](./project-management-methodology.md) | [Scaffolding](./scaffolding.md) | [Devops](./devops.md) +πŸ’‘ **Explore Related:** [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) | [Devops](./devops.md) diff --git a/v2-docs/stackstorm.md b/v2-docs/stackstorm.md new file mode 100644 index 00000000..ada4c103 --- /dev/null +++ b/v2-docs/stackstorm.md @@ -0,0 +1,14 @@ +# Stackstorm + +!!! info "Architectural Context" + Detailed reference for Stackstorm in the context of Engineering Pipeline. + +## Standard Reference + + - [StackStorm.com](https://stackstorm.com) [COMMUNITY-TOOL] + - [github.com/StackStorm](https://github.com/StackStorm) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) | [Cicd](./cicd.md) + diff --git a/v2-docs/swagger-code-generator-for-rest-apis.md b/v2-docs/swagger-code-generator-for-rest-apis.md new file mode 100644 index 00000000..e161fbbd --- /dev/null +++ b/v2-docs/swagger-code-generator-for-rest-apis.md @@ -0,0 +1,16 @@ +# Swagger Code Generator For Rest Apis + +!!! info "Architectural Context" + Detailed reference for Swagger Code Generator For Rest Apis in the context of Developer Ecosystem. + +## Standard Reference + + - [https://swagger.io/](https://swagger.io) [COMMUNITY-TOOL] + - [https://github.com/swagger-api/swagger-codegen](https://github.com/swagger-api/swagger-codegen) ⭐ 17742 [DE FACTO STANDARD] + - [youtube.com: SwaggerHub 101 An Introduction to Getting Started with SwaggerHub](https://www.youtube.com/watch?v=CoUl9_NWdqQ) [COMMUNITY-TOOL] + - [youtube.com: Building an API with Swagger](https://www.youtube.com/watch?v=PbwQWw7xSOM) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) + diff --git a/v2-docs/tekton.md b/v2-docs/tekton.md index fb8b9447..d3faa86f 100644 --- a/v2-docs/tekton.md +++ b/v2-docs/tekton.md @@ -3,15 +3,22 @@ !!! info "Architectural Context" Detailed reference for Tekton in the context of Engineering Pipeline. -## Hybrid Cloud and Enterprise +## Standard Reference -### OpenShift + - [tekton.dev](https://tekton.dev) [COMMUNITY-TOOL] + - [github.com/tektoncd](https://github.com/tektoncd) [COMMUNITY-TOOL] + - [Tekton community](https://github.com/tektoncd/community) ⭐ 395 [COMMUNITY-TOOL] + - [github: Tekton Pipelines](https://github.com/tektoncd/pipeline) ⭐ 8970 [ENTERPRISE-STABLE] + - [Tekton Pipelines Docs](https://tekton.dev/docs/pipelines/pipelines) [COMMUNITY-TOOL] + - [opensource.googleblog.com: The Tekton Pipelines Beta release](https://opensource.googleblog.com/2020/05/the-tekton-pipelines-beta-release.html) [COMMUNITY-TOOL] + - [Tekton PetClinic Demo Youtube](https://www.youtube.com/watch?v=igwFpZOUTnw) [COMMUNITY-TOOL] + - [itnext.io: Cloud Native CI/CD with Tekton β€” Building Custom Tasks](https://itnext.io/cloud-native-ci-cd-with-tekton-building-custom-tasks-663e63c1f4fb) [COMMUNITY-TOOL] + - [opensource.com: Write your first CI/CD pipeline in Kubernetes with Tekton' 🌟](https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton) [COMMUNITY-TOOL] + - [opensource.com: Dynamic scheduling of Tekton workloads using Triggers](https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton) [COMMUNITY-TOOL] + - [piotrminkowski.com: Validate Kubernetes Deployment in CI/CD with Tekton' and Datree](https://piotrminkowski.com/2022/02/21/validate-kubernetes-deployment-in-ci-cd-with-tekton-and-datree) [COMMUNITY-TOOL] + - [piotrminkowski.com: Canary Release on Kubernetes with Knative and Tekton](https://piotrminkowski.com/2022/03/29/canary-release-on-kubernetes-with-knative-and-tekton) [COMMUNITY-TOOL] -#### Pipelines and CI CD - - - **(2020)** [openshift.com: Cloud-Native CI/CD with OpenShift Pipelines based on Tekton](https://www.redhat.com/en/blog/cloud-native-ci-cd-with-openshift-pipelines) [COMMUNITY-TOOL] β€” Curator Insight: An official Red Hat announcement outlining OpenShift Pipelines, the managed implementation of Tekton. -Live Grounding: Details the shift from centralized Jenkins controllers to decoupled, cloud-native container steps executing inside Kubernetes Pods, providing superior resource usage and auto-scaling. --- -πŸ’‘ **Explore Related:** [Registries](./registries.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Argo](./argo.md) +πŸ’‘ **Explore Related:** [Stackstorm](./stackstorm.md) | [Argo](./argo.md) | [Cicd Kubernetes Plugins](./cicd-kubernetes-plugins.md) diff --git a/v2-docs/terraform.md b/v2-docs/terraform.md index 9f732611..16e459b1 100644 --- a/v2-docs/terraform.md +++ b/v2-docs/terraform.md @@ -3,29 +3,264 @@ !!! info "Architectural Context" Detailed reference for Terraform in the context of Hardened Infrastructure. -## Cloud Providers +## Standard Reference -### Azure + - [computingforgeeks.com: Build AWS EC2 Machine Images (AMI) With Packer and' Ansible](https://computingforgeeks.com/build-aws-ec2-machine-images-with-packer-and-ansible) [COMMUNITY-TOOL] + - [build5nines.com](https://build5nines.com) [COMMUNITY-TOOL] + - [nedinthecloud.com](https://nedinthecloud.com) [COMMUNITY-TOOL] + - [roadmap.sh/terraform](https://roadmap.sh/terraform) [COMMUNITY-TOOL] + - [Terraform Registry - registry.terraform.io: Terraform Providers and Modules' 🌟](https://registry.terraform.io) [COMMUNITY-TOOL] + - [blog.teemo.co: Terraform in 10 commands](https://blog.teemo.co/terraform-in-10-commands-e737dfd8bf31) [COMMUNITY-TOOL] + - [Terraform, can you keep a secret?](https://cloudonaut.io/terraform-can-you-keep-a-secret) [COMMUNITY-TOOL] + - [Bridgecrew: Misconfigured Terraform Modules Are a Security Issue](https://thenewstack.io/bridgecrew-all-these-misconfigured-terraform-modules-are-a-security-issue) [COMMUNITY-TOOL] + - [Terraform Feature Flags & Environment Toggle Design Patterns](https://build5nines.com/terraform-feature-flags-environment-toggle-design-patterns) [COMMUNITY-TOOL] + - [devblogs.microsoft.com: What is infrastructure as code? 🌟](https://devblogs.microsoft.com/devops/what-is-infrastructure-as-code) [COMMUNITY-TOOL] + - [AWS Lambda the Terraform Way](https://github.com/nsriram/lambda-the-terraform-way) ⭐ 1260 [COMMUNITY-TOOL] + - [env0.com: We’re Opensourcing Terratag to Make Multicloud Resource Tagging' Easier](https://www.env0.com/blog/were-opensourcing-terratag-to-make-multicloud-resource-tagging-easier) [COMMUNITY-TOOL] + - [terraform.io: Cloud Adoption Framework for Azure - Terraform module](https://registry.terraform.io/modules/aztfmod/caf/azurerm/latest) [COMMUNITY-TOOL] + - [arnaudlheureux.io: Migrating Azure CAF landing zones to Terraform 0.13](https://www.arnaudlheureux.io/2020/10/02/migrating-azure-caf-landing-zones-on-terraform-0-13) [COMMUNITY-TOOL] + - [tfenv](https://github.com/tfutils/tfenv) ⭐ 4932 [ENTERPRISE-STABLE] + - [dev.to: Packer and Terraform with Immutable Infrastructure](https://dev.to/cloudskills/packer-and-terraform-with-immutable-infrastructure-47ja) [COMMUNITY-TOOL] + - [freecodecamp.org: What is Terraform? Learn Terraform and Infrastructure' as Code](https://www.freecodecamp.org/news/what-is-terraform-learn-infrastructure-as-code) [COMMUNITY-TOOL] + - [itnext.io: How to use Terraform to create a small-scale Cloud Infrastructure' 🌟](https://itnext.io/how-to-use-terraform-to-create-a-small-scale-cloud-infrastructure-abf54fabc9dd) [COMMUNITY-TOOL] + - [prcode.co.uk: Connect Azure MySQL to Private Endpoint with Terraform](https://prcode.co.uk/2021/04/29/connect-azure-mysql-to-private-endpoint-with-terraform) [COMMUNITY-TOOL] + - [infoq.com: Cloudflare Improves Automated Terraform Generation Tool 🌟](https://www.infoq.com/news/2021/04/cloudflare-terraform) [COMMUNITY-TOOL] + - [infoq.com: Managing Infrastructure from Kubernetes with the HashiCorp Terraform' Operator](https://www.infoq.com/news/2020/04/terraform-operator-kubernetes) [COMMUNITY-TOOL] + - [acloudguru.com: What does the Terraform 1.0 release mean for you?](https://acloudguru.com/blog/engineering/what-does-the-terraform-1-0-release-mean-for-you) [COMMUNITY-TOOL] + - [thenewstack.io: Terraform 1.0 Reflects What HashiCorp Has Learned About' Infrastructure-as-Code](https://thenewstack.io/terraform-1-0-reflects-what-hashicorp-has-learned-about-infrastructure-as-code) [COMMUNITY-TOOL] + - [terraform-hcloud-dualstack-k8s: Hetzner Dual-Stack Kubernetes Cluster](https://github.com/tibordp/terraform-hcloud-dualstack-k8s) ⭐ 34 [COMMUNITY-TOOL] + - [opensource.com: My top 5 tips for setting up Terraform 🌟](https://opensource.com/article/21/8/terraform-tips) [COMMUNITY-TOOL] + - [rpadovani.com: How to make Terraform waiting for cloud-init to finish on' EC2 without SSH](https://rpadovani.com/terraform-cloudinit) [COMMUNITY-TOOL] + - [terraform-best-practices.com 🌟](https://www.terraform-best-practices.com) [COMMUNITY-TOOL] + - [scalefactory.com: Failing faster with terraform](https://scalefactory.com/blog/2021/10/13/failing-faster-with-terraform) [COMMUNITY-TOOL] + - [bitslovers.com: Terraform Output – What you should know](https://www.bitslovers.com/terraform-output) [COMMUNITY-TOOL] + - [devops.com: Building on Terraform: Evolution, not Revolution](https://devops.com/building-on-terraform-evolution-not-revolution) [COMMUNITY-TOOL] + - [thenewstack.io: Better Together: Hyper-Converged Kubernetes with Terraform](https://thenewstack.io/better-together-hyper-converged-kubernetes-with-terraform) [COMMUNITY-TOOL] + - [AdminTurnedDevOps/Terraform-The-Hard-Way](https://github.com/AdminTurnedDevOps/Terraform-The-Hard-Way) ⭐ 340 [COMMUNITY-TOOL] + - [devops.com: How to Migrate Existing Infrastructure to Terraform](https://devops.com/how-to-migrate-existing-infrastructure-to-terraform) [COMMUNITY-TOOL] + - [middlewareinventory.com: Terraform import All AWS Security Groups – How' to](https://www.middlewareinventory.com/blog/terraform-import-securitygroup-aws) [COMMUNITY-TOOL] + - [middlewareinventory.com: Terraform For Each Examples – How to use for_each' | Devops Junction](https://www.middlewareinventory.com/blog/terraform-for-each-examples) [COMMUNITY-TOOL] + - [dev.to/kubestack: A Better Way to Provision Kubernetes Resources Using Terraform' 🌟](https://dev.to/kubestack/a-better-way-to-provision-kubernetes-resources-using-terraform-355n) [COMMUNITY-TOOL] + - [youtube: Terrraform + Ansible: Automating configuration in infrastructure](https://www.youtube.com/watch?v=DeNflzdjxVM) [COMMUNITY-TOOL] + - [infoq.com: Terraform 1.3 Release Introduces Simplified Refactoring Experience' 🌟](https://www.infoq.com/news/2022/09/terraform-simplified-refactoring) [COMMUNITY-TOOL] + - [dev.to: Using Terraform To Manage Infrastructure Resources | Pavan Belagatti](https://dev.to/pavanbelagatti/using-terraform-to-manage-infrastructure-resources-32da) [COMMUNITY-TOOL] + - [spectrocloud.com: Deploying complex infrastructure with a Terraform state' machine](https://www.spectrocloud.com/blog/deploying-complex-infrastructure-with-a-terraform-state-machine) [COMMUNITY-TOOL] + - [tekanaid.com: Terraform for Beginners – A Beginner’s Guide to Automating' Cloud Infrastructure 🌟](https://tekanaid.com/posts/terraform-for-beginners-course-and-training) [COMMUNITY-TOOL] + - [digitalocean.com: How To Structure a Terraform Project 🌟](https://www.digitalocean.com/community/tutorials/how-to-structure-a-terraform-project) [COMMUNITY-TOOL] + - [github.com/DhruvinSoni30/Terraform_multiple_modules](https://github.com/DhruvinSoni30/Terraform_multiple_modules) [COMMUNITY-TOOL] + - [spacelift.io: Terraform Files – How to Structure a Terraform Project](https://spacelift.io/blog/terraform-files) [COMMUNITY-TOOL] + - [devdosvid.blog: Hello Terraform Data; Goodbye Null Resource](https://devdosvid.blog/2023/04/16/hello-terraform-data-goodbye-null-resource) [COMMUNITY-TOOL] + - [build5nines.com: Why HashiCorp Terraform is Essential for SREs and DevOps' Engineers](https://build5nines.com/why-hashicorp-terraform-is-essential-for-sres-and-devops-engineers) [COMMUNITY-TOOL] + - [infoq.com: CDK for Terraform Improves HCL Conversion and Terraform Cloud' Interactions](https://www.infoq.com/news/2023/04/cdk-terraform-convert) [COMMUNITY-TOOL] + - [dev.to/pwd9000: Terraform Pro Tips Series' Articles 🌟🌟](https://dev.to/pwd9000/series/16567) [COMMUNITY-TOOL] + - [blog.ogenki.io: Applying GitOps Principles to Infrastructure: An overview' of tf-controller](https://blog.ogenki.io/post/terraform-controller) [COMMUNITY-TOOL] + - [overmind.tech: Is Observability relevant for Terraform?](https://overmind.tech/blog/is-observability-relevant-for-terraform) [COMMUNITY-TOOL] + - [thenewstack.io: Automating Retry for Failed Terraform Launches](https://thenewstack.io/automating-retry-for-failed-terraform-launches) [COMMUNITY-TOOL] + - [build5nines.com: Terraform Workflow Process Explained](https://build5nines.com/terraform-workflow-process-explained) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: How to Join and Split Strings](https://build5nines.com/terraform-how-to-join-and-split-strings) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: Deploy Azure ExpressRoute Circuit with VNet' Gateway](https://build5nines.com/terraform-deploy-azure-expressroute-circuit-with-vnet-gateway) [COMMUNITY-TOOL] + - [nedinthecloud.com: Replacing The Template Cloudinit Config Data Source](https://nedinthecloud.com/2022/01/18/replacing-the-template_cloudinit_config-data-source) [COMMUNITY-TOOL] + - [youtube: Stop using shared secrets! CI/CD authentication the proper way](https://www.youtube.com/watch?v=sd2wuAVush4) [COMMUNITY-TOOL] + - [youtube.com: Terraform Basics | Ned in the Cloud](https://www.youtube.com/playlist?list=PLXb5972EMl4BfKVDMaJH6Pg9SI6q_HqMg) [COMMUNITY-TOOL] + - [youtube: How to Deploy an E-Commerce Website to AWS With Terraform || Terraform' Hands-on Project | Tech with Helen](https://www.youtube.com/watch?v=iLgEK6A31HM) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: Code Project Organization Strategies (based' on team, workload, or monolithic)](https://build5nines.com/terraform-code-project-organization-strategies-based-on-team-workload-or-monolithic) [COMMUNITY-TOOL] + - [dev.to/grrywlsn: Self-service infrastructure as code](https://dev.to/grrywlsn/self-service-infrastructure-as-code-23bl) [COMMUNITY-TOOL] + - [youtube: Transforma tu EMPRESA con Terraform: CatΓ‘logo de Servicios | Nito' Moreno](https://www.youtube.com/watch?v=IORvnr4u8z8) [COMMUNITY-TOOL] + - [build5nines.com: Should .terraform.lock.hcl file be added to .gitignore' or committed to Git repo?](https://build5nines.com/should-terraform-lock-hcl-file-be-added-to-gitignore-or-committed-to-git-repo) [COMMUNITY-TOOL] + - [itnext.io: GitHub Actions: Terraform deployments with a review of planned' changes](https://itnext.io/github-actions-terraform-deployments-with-a-review-of-planned-changes-30143358bb5c) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: How to for_each through a list(objects)](https://build5nines.com/terraform-how-to-for_each-through-a-listobjects) [COMMUNITY-TOOL] + - [blog.realkinetic.com: It’s Time to Retire Terraform](https://blog.realkinetic.com/its-time-to-retire-terraform-30545fd5f186) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: Modules using Git Branch as Source](https://build5nines.com/terraform-modules-using-git-branch-as-source) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: Split main.tf into seperate files](https://build5nines.com/terraform-split-main-tf-into-seperate-files) [COMMUNITY-TOOL] + - [pod.chaoslever.com: HashiCorp Under IBM’s Wing](https://pod.chaoslever.com/hashicorp-under-ibms-wing) [COMMUNITY-TOOL] + - [build5nines.com: Analyzing IBM’s Acquisition of HashiCorp: A Game-Changer' in Hybrid Cloud Management](https://build5nines.com/analyzing-ibms-acquisition-of-hashicorp-a-game-changer-in-hybrid-cloud-management) [COMMUNITY-TOOL] + - [dev.to/bhanufyi: Effective Terraform Variable Management in GitHub Actions](https://dev.to/bhanufyi/effective-terraform-variable-management-in-github-actions-488l) [COMMUNITY-TOOL] + - [build5nines.com: Terraform IP Functions for Managing IP Addresses, CIDR' Blocks, and Subnets](https://build5nines.com/terraform-ip-functions-for-managing-ip-addresses-cidr-blocks-and-subnets) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: Remove Resource from State File (.tfstate)](https://build5nines.com/terraform-remove-resource-from-state-file-tfstate) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: How are Data Sources used?](https://build5nines.com/terraform-how-are-data-sources-used) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: Conditional If Variable Does Not Exist (try' function)](https://build5nines.com/terraform-conditional-if-variable-does-not-exist-try-function) [COMMUNITY-TOOL] + - [build5nines.com: Terraform: Output URL to Azure Portal for Azure Resources](https://build5nines.com/output-link-to-azure-resources-from-terraform-project) [COMMUNITY-TOOL] + - [build5nines.com: Terraform State Management Explained](https://build5nines.com/terraform-state-management-explained) [COMMUNITY-TOOL] + - [build5nines.com: Working with YAML in Terraform using the `yamldecode` and' `yamlencode` Functions](https://build5nines.com/working-with-yaml-in-terraform-using-the-yamldecode-and-yamlencode-functions) [COMMUNITY-TOOL] + - [mattias.engineer: Terraform Variable Cross Validation](https://mattias.engineer/blog/2024/terraform-variable-cross-validation) [COMMUNITY-TOOL] + - [nilebits.com: Understanding Terraform Drift Detection and Remediation 🌟](https://www.nilebits.com/blog/2024/07/terraform-drift-detection) [COMMUNITY-TOOL] + - [spacelift.io/blog/terraform-backends](https://spacelift.io/blog/terraform-backends) [COMMUNITY-TOOL] + - [dev.to/spacelift: Using Terraform YAML Functions](https://dev.to/spacelift/using-terraform-yaml-functions-3ade) [COMMUNITY-TOOL] + - [howdykloudy.in: Implementing Shift Left for Terraform: An Introductory Guide' 🌟](https://www.howdykloudy.in/blog/implementing-shift-left-for-terraform-an-introductory-guide) [COMMUNITY-TOOL] + - 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[cycloidio/inframap: Inframap 🌟](https://github.com/cycloidio/inframap) ⭐ 2020 [COMMUNITY-TOOL] + - [bridgecrewio/AirIAM](https://github.com/bridgecrewio/AirIAM) ⭐ 824 [COMMUNITY-TOOL] + - [badarsebard/terraforge](https://github.com/badarsebard/terraforge) ⭐ 64 [COMMUNITY-TOOL] + - [infracloud.io: 5 Tools to Auto-Generate Terraform Configuration Files 🌟](https://www.infracloud.io/blogs/auto-generate-terraform-configuration-files) [COMMUNITY-TOOL] + - [spacelift.io: 18 Most Useful Terraform Tools to Use in 2023](https://spacelift.io/blog/terraform-tools) [COMMUNITY-TOOL] + - [github.com/idoavrah/terraform-tui: TFTUI - The Terraform textual UI](https://github.com/idoavrah/terraform-tui) ⭐ 1285 [COMMUNITY-TOOL] + - [github.com/jamesw4/confirm-tfvars](https://github.com/jamesw4/confirm-tfvars) [COMMUNITY-TOOL] + - [github.com/inkdrop-org/inkdrop-visualizer](https://github.com/inkdrop-org/inkdrop-visualizer) ⭐ 510 [COMMUNITY-TOOL] + - [github.com/seal-io/tap: Terraform Advanced Patcher (TAP)](https://github.com/seal-io/tap) ⭐ 15 [COMMUNITY-TOOL] + - [github.com/RoseSecurity/Terramaid](https://github.com/RoseSecurity/Terramaid) ⭐ 545 [COMMUNITY-TOOL] + - [github.com/cloudposse/atmos](https://github.com/cloudposse/atmos) ⭐ 1300 [COMMUNITY-TOOL] + - [github.com/leg100/pug: PUG](https://github.com/leg100/pug) ⭐ 680 [COMMUNITY-TOOL] + - [pie-r/terragrunt-vs-terraspace](https://github.com/pie-r/terragrunt-vs-terraspace) ⭐ 11 [COMMUNITY-TOOL] + - [gruntwork-io/terragrunt-infrastructure-live-example](https://github.com/gruntwork-io/terragrunt-infrastructure-live-example) ⭐ 863 [COMMUNITY-TOOL] + - [infoq.com: Patcher, a Tool to Keep Updating Infrastructure as a Code](https://www.infoq.com/news/2023/04/patcher-iac-upgrade) [COMMUNITY-TOOL] + - [Terraspace.cloud](https://terraspace.cloud) [COMMUNITY-TOOL] + - [itnext.io: My Journey to HashiCorp Certified: Terraform Associate](https://itnext.io/my-journey-to-hashicorp-certified-terraform-associate-f91f397a01e0) [COMMUNITY-TOOL] + - [tomwechsler/HashiCorp_Certified_Terraform_Associate](https://github.com/tomwechsler/HashiCorp_Certified_Terraform_Associate) [COMMUNITY-TOOL] + - [Teaser: Chapter 2 of Terraform Authoring and Operations Professional Study' Guide](https://mattias.engineer/blog/2024/terraform-professional-chapter-2) [COMMUNITY-TOOL] -#### Infrastructure as Code - - - **(2022)** [build5nines.com: Terraform: Create an AKS Cluster 🌟](https://build5nines.com/terraform-create-an-aks-cluster) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Step-by-step walkthrough explaining the provisioning of fully functioning AKS clusters using Terraform HCL. Provides modular templates containing standard configurations for nodes, subnets, and identity profiles. Excellent for starting GitOps infrastructure-as-code patterns. -## Platform Engineering - -### CI-CD Pipelines - -#### Infrastructure as Code (1) - -##### Azure DevOps - - - **(2025)** [**Automate Terraform Testing with Azure DevOps Pipelines**](https://skundunotes.com/2025/01/22/automate-terraform-testing-with-azure-devops-pipelines) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Provides a complete implementation walkthrough for embedding robust automated test suites (including tftest and checkov) inside Azure DevOps pipelines. Demonstrates how to validate infrastructure compliance and dry-run infrastructure updates early in the pipeline. - - **(2024)** [**Azure DevOps Terraform Pipeline (Complete Guide + YAML Examples)**](https://deniscooper.co.uk/azure-devops-terraform-pipeline) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A production-grade, step-by-step tutorial on building a fully secure and automated Terraform deployment pipeline within Azure DevOps. Provides robust, reusable YAML template definitions, including state locking configurations, plan validations, and multi-environment promotions. -### FinOps - -#### Infrastructure as Code (2) - - - **(2024)** [**InfraCost + Terraform PRs: Making Cost Awareness Effortless**](https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-martin-jackson-a6sge?utm_source=share&utm_medium=member_android&utm_campaign=share_via) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Highlights how integrating Infracost into Terraform pull request workflows drives continuous cost awareness and optimization directly at the developer level. Prevents budget shocks by showing real-time, side-by-side cost differentials before code is merged. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Crossplane](./crossplane.md) | [Pulumi](./pulumi.md) +πŸ’‘ **Explore Related:** [Chef](./chef.md) | [Oauth](./oauth.md) | [Securityascode](./securityascode.md) diff --git a/v2-docs/test-automation-frameworks.md b/v2-docs/test-automation-frameworks.md new file mode 100644 index 00000000..53f60252 --- /dev/null +++ b/v2-docs/test-automation-frameworks.md @@ -0,0 +1,29 @@ +# Test Automation Frameworks + +!!! info "Architectural Context" + Detailed reference for Test Automation Frameworks in the context of Platform & Site Reliability. + +## Standard Reference + + - [opensource.com: 9 open source test-automation frameworks](https://opensource.com/article/20/7/open-source-test-automation-frameworks) [COMMUNITY-TOOL] + - [youtube: execution test Selenium + Grafana + Jenkins](https://www.youtube.com/watch?v=vDj5IsWjU0A) [COMMUNITY-TOOL] + - [dev.to: Using Selenium With Python in a Docker Container](https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp) [COMMUNITY-TOOL] + - [intellipaat.com: Selenium Tutorial – Learn Selenium from Experts](https://intellipaat.com/blog/tutorial/selenium-tutorial) [COMMUNITY-TOOL] + - [automationreinvented.blogspot.com: How to run selenium tests from Jenkins?' Maven and Jenkins Integration with Testng-Selenium? Run selenium maven project from command line? 🌟](https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests-from.html) [COMMUNITY-TOOL] + - [automationscript.com: Parallel Execution In Selenium Using Jenkins](https://automationscript.com/parallel-execution-in-selenium-using-jenkins) [COMMUNITY-TOOL] + - [freecodecamp.org: Use Selenium to Create a Web Scraping Bot](https://www.freecodecamp.org/news/use-selenium-to-create-a-web-scraping-bot) [COMMUNITY-TOOL] + - [linkedin.com: Selenium 4 and Grid Integration with Kubernetes 🌟](https://www.linkedin.com/pulse/selenium-4-grid-integration-kubernetes-rishi-khanna) [COMMUNITY-TOOL] + - [testrigtechnologies.com: Selenium Automation Testing: How to write automated' test scripts using selenium](https://www.testrigtechnologies.com/how-to-write-a-test-automation-selenium-test-script) [COMMUNITY-TOOL] + - [Robot Framework 🌟](https://robotframework.org) [COMMUNITY-TOOL] + - [automationqahub.com: How to Configure Playwright](https://automationqahub.com/how-to-install-playwright-tool) [COMMUNITY-TOOL] + - [automationqahub.com: How to build a Playwright Page Object Model](https://automationqahub.com/how-to-build-playwright-page-object-model) [COMMUNITY-TOOL] + - [automationqahub.com: How to Configure multiple environments in Playwright](https://automationqahub.com/how-to-configure-multiple-environments-in-playwright) [COMMUNITY-TOOL] + - [opensource.com: Why we built an open source testing framework](https://opensource.com/article/22/1/open-source-testing-framework) [COMMUNITY-TOOL] + - [automationqahub.com: How to get started with Appium 2.0](https://automationqahub.com/how-to-do-mobile-automation-using-appium-2-0) [COMMUNITY-TOOL] + - [tutorials.virtualan.io: Idaithalam - Lowcode Test Automation](https://tutorials.virtualan.io/#/Idaithalam) [COMMUNITY-TOOL] + - [Atlassian Marketplace: Zephyr](https://marketplace.atlassian.com/apps/1014681/zephyr-for-jira-test-management) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) + diff --git a/v2-docs/testops.md b/v2-docs/testops.md new file mode 100644 index 00000000..9ddac3ab --- /dev/null +++ b/v2-docs/testops.md @@ -0,0 +1,26 @@ +# Testops + +!!! info "Architectural Context" + Detailed reference for Testops in the context of Platform & Site Reliability. + +## Standard Reference + + - [devops.com: Shift-Right Testing: The Emergence of TestOps](https://devops.com/shift-right-testing-the-emergence-of-testops) [COMMUNITY-TOOL] + - [devopsonline.co.uk: DevOps and the emergence of TestOps!](https://www.devopsonline.co.uk/devops-and-the-emergence-of-testops) [COMMUNITY-TOOL] + - [opcito.com: TestOps: How to automate your software pipeline at the speed' of DevOps](https://www.opcito.com/blogs/testops-how-to-automate-your-software-pipeline-at-the-speed-of-devops) [COMMUNITY-TOOL] + - [xeridia.co.uk: The Importance of Testing in DevOps](https://www.xeridia.co.uk/blog/importance-testing-devops) [COMMUNITY-TOOL] + - [xeridia.co.uk: Benefits of Test-Driven Development in DevOps Environments](https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environments) [COMMUNITY-TOOL] + - [gcreddy.com: Domain Knowledge for Software Testers](https://www.gcreddy.com/2016/06/domain-knowledge-for-testers.html) [COMMUNITY-TOOL] + - [opensource.com: What you need to know about automation testing in CI/CD](https://opensource.com/article/20/7/automation-testing-cicd) [COMMUNITY-TOOL] + - [thenewstack.io: Removing the Roadblock to Continuous Performance Testing](https://thenewstack.io/removing-the-roadblock-to-continuous-performance-testing) [COMMUNITY-TOOL] + - [functionize.com: Testers vs TDD](https://www.functionize.com/blog/testers-vs-tdd) [COMMUNITY-TOOL] + - [copyist](https://github.com/cockroachdb/copyist) ⭐ 852 [COMMUNITY-TOOL] + - [opensource.com: Cerberus - An open source solution for continuous testing' at scale](https://opensource.com/article/20/8/cerberus-test-automation) [COMMUNITY-TOOL] + - [Diffblue](https://www.diffblue.com) [COMMUNITY-TOOL] + - [Cicada: A tool for testing microservices](https://cicadatesting.github.io/cicada-2) [COMMUNITY-TOOL] + - [developers.redhat.com: Static analysis with KubeAudit for Red Hat OpenShift](https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for-red-hat-openshift) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Sre](./sre.md) | [Chaos Engineering](./chaos-engineering.md) | [Developerportals](./developerportals.md) + diff --git a/v2-docs/visual-studio.md b/v2-docs/visual-studio.md index 1b8feea9..de06f5ae 100644 --- a/v2-docs/visual-studio.md +++ b/v2-docs/visual-studio.md @@ -3,14 +3,168 @@ !!! info "Architectural Context" Detailed reference for Visual Studio in the context of Developer Ecosystem. -## Cloud Native Languages +## Standard Reference -### Go + - [code.visualstudio.com: Visual Studio Code](https://code.visualstudio.com) [COMMUNITY-TOOL] + - [vscode.github.com: GitHub and Visual Studio Code 🌟](https://vscode.github.com) [COMMUNITY-TOOL] + - [VScode run from WSL in Linux: Cannot activate the 'Atlassian for VSCode' (Official)' extension because 'git' extension is not loaded](https://bitbucket.org/atlassianlabs/atlascode/issues/112/cannot-activate-the-atlassian-for-vscode) [COMMUNITY-TOOL] + - [With the Edge (Chromium) Tools for VS Code you can see the browser's Inspector and Dev Tools within VSCode, to debug your front-end code](https://gist.github.com/hxlnt/60d0e62efdb973e221e585e2b990bfd6) [COMMUNITY-TOOL] + - [devblogs.microsoft.com: Need an Intro to VS Code? Let Tech with Tim Help!](https://devblogs.microsoft.com/python/need-an-intro-to-vs-code-let-tech-with-tim-help) [COMMUNITY-TOOL] + - [thenewstack.io: This Week in Programming: All Hail Visual Studio Code](https://thenewstack.io/this-week-in-programming-all-hail-visual-studio-code) [COMMUNITY-TOOL] + - [blogs.windows.com: Bringing the browser developer tools to Visual Studio' Code](https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode) [COMMUNITY-TOOL] + - [39digits.com: How to sign your commits to GitHub using Visual Studio Code' on Windows 10 and WSL2 🌟](https://www.39digits.com/signed-git-commits-on-wsl2-using-visual-studio-code) [COMMUNITY-TOOL] + - [youtube: Source Control Tip 9: Dealing with Merge Conflicts in VS Code](https://www.youtube.com/watch?v=ybCxPHzRJfA&ab_channel=VisualStudioCode) [COMMUNITY-TOOL] + - [dev.to: Using VS Code to git rebase](https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc) [COMMUNITY-TOOL] + - [freecodecamp.org: 10 VS Code Extensions to Increase Your Productivity](https://www.freecodecamp.org/news/10-vscode-extensions-to-increase-productivity) [COMMUNITY-TOOL] + - [dev.to: How to configure VSCode Bracket Pair Colors Natively](https://dev.to/amanhimself/how-to-configure-vscode-bracket-pair-colors-natively-3nl) [COMMUNITY-TOOL] + - [realpython.com: Advanced Visual Studio Code for Python Developers](https://realpython.com/advanced-visual-studio-code-python) [COMMUNITY-TOOL] + - [blog.openreplay.com: 8 Cool VS Code tips to make your workspace more personal](https://blog.openreplay.com/8-cool-vs-code-tips-to-make-your-workspace-more-personal) [COMMUNITY-TOOL] + - [dev.to/jcofman: Make VS Code better by editing and updating some settings](https://dev.to/jcofman/make-vs-code-better-by-editing-and-updating-some-settings-4m9a) [COMMUNITY-TOOL] + - [freecodecamp.org: Best Colorful VSCode Extensions – How to Personalize Your' Editor](https://www.freecodecamp.org/news/best-colorful-vscode-extensions-for-productivity) [COMMUNITY-TOOL] + - [dev.to: VSCode Extensions I'm in LOVE with | Tina Huynh](https://dev.to/tmchuynh/vscode-extensions-im-in-love-with-oab) [COMMUNITY-TOOL] + - 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[marketplace.visualstudio.com](https://marketplace.visualstudio.com) [COMMUNITY-TOOL] + - [Microsoft 🌟](https://marketplace.visualstudio.com/publishers/Microsoft) [COMMUNITY-TOOL] + - [Red Hat 🌟](https://marketplace.visualstudio.com/publishers/redhat) [COMMUNITY-TOOL] + - [AmazonWebServices](https://marketplace.visualstudio.com/publishers/AmazonWebServices) [COMMUNITY-TOOL] + - [Google Cloud](https://marketplace.visualstudio.com/publishers/GoogleCloudTools) [COMMUNITY-TOOL] + - [Oracle](https://marketplace.visualstudio.com/publishers/Oracle) [COMMUNITY-TOOL] + - [GitLens 🌟](https://marketplace.visualstudio.com/items?itemName=eamodio.gitlens) [COMMUNITY-TOOL] + - [Git Graph](https://marketplace.visualstudio.com/items?itemName=mhutchie.git-graph) [COMMUNITY-TOOL] + - [Better Comments](https://marketplace.visualstudio.com/items?itemName=aaron-bond.better-comments) [COMMUNITY-TOOL] + - [Markdown All in One 🌟](https://marketplace.visualstudio.com/items?itemName=yzhang.markdown-all-in-one) [COMMUNITY-TOOL] + - [Auto Markdown TOC By AX1](https://marketplace.visualstudio.com/items?itemName=livepdm.auto-markdown-toc-ax1) [COMMUNITY-TOOL] + - [Prettier:](https://marketplace.visualstudio.com/items?itemName=esbenp.prettier-vscode) [COMMUNITY-TOOL] + - [Live Share:](https://marketplace.visualstudio.com/items?itemName=MS-vsliveshare.vsliveshare) [COMMUNITY-TOOL] + - [EditorConfig:](https://marketplace.visualstudio.com/items?itemName=EditorConfig.EditorConfig) [COMMUNITY-TOOL] + - [Polacode](https://marketplace.visualstudio.com/items?itemName=pnp.polacode) [COMMUNITY-TOOL] + - [ESLint:](https://marketplace.visualstudio.com/items?itemName=dbaeumer.vscode-eslint) [COMMUNITY-TOOL] + - [Indent-Rainbow:](https://marketplace.visualstudio.com/items?itemName=oderwat.indent-rainbow) [COMMUNITY-TOOL] + - [Live Server:](https://marketplace.visualstudio.com/items?itemName=ritwickdey.LiveServer) [COMMUNITY-TOOL] + - [SVG:](https://marketplace.visualstudio.com/items?itemName=jock.svg) [COMMUNITY-TOOL] + - [Python Visual Studio Code](https://github.com/microsoft/vscode-python) ⭐ 4618 [ENTERPRISE-STABLE] + - [dev.to: Superb VSCode extensions changing your coding life](https://dev.to/duckinm/superb-vscode-extensions-changing-your-coding-life-2cmb) [COMMUNITY-TOOL] + - [c-sharpcorner.com: The Best VS Code Extensions For Remote Working](https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-for-remote-working) [COMMUNITY-TOOL] + - [freecodecamp.org: VS Code Extensions to Increase Developer Productivity](https://www.freecodecamp.org/news/vs-code-extensions-to-increase-developer-productivity) [COMMUNITY-TOOL] + - [dev.to: My Top 5 Visual Studio Code extensions for Azure Developers](https://dev.to/azure/my-top-5-visual-studio-code-extensions-for-azure-developers-1odo) [COMMUNITY-TOOL] + - [Prettier ESLint](https://marketplace.visualstudio.com/items?itemName=rvest.vs-code-prettier-eslint) [COMMUNITY-TOOL] + - [Rainbow Brackets](https://marketplace.visualstudio.com/items?itemName=2gua.rainbow-brackets) [COMMUNITY-TOOL] + - [TODO Highlight](https://marketplace.visualstudio.com/items?itemName=wayou.vscode-todo-highlight) [COMMUNITY-TOOL] + - [Todo+](https://marketplace.visualstudio.com/items?itemName=fabiospampinato.vscode-todo-plus) [COMMUNITY-TOOL] + - [Todo Tree](https://marketplace.visualstudio.com/items?itemName=Gruntfuggly.todo-tree) [COMMUNITY-TOOL] + - [Babel JavaScript](https://marketplace.visualstudio.com/items?itemName=mgmcdermott.vscode-language-babel) [COMMUNITY-TOOL] + - [Error Lens](https://marketplace.visualstudio.com/items?itemName=usernamehw.errorlens) [COMMUNITY-TOOL] + - [Docker](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-docker) [COMMUNITY-TOOL] + - [DotENV](https://marketplace.visualstudio.com/items?itemName=mikestead.dotenv) [COMMUNITY-TOOL] + - [Jest](https://marketplace.visualstudio.com/items?itemName=Orta.vscode-jest) [COMMUNITY-TOOL] + - [Draw.io Integration](https://marketplace.visualstudio.com/items?itemName=hediet.vscode-drawio) [COMMUNITY-TOOL] + - [Turbo Console Log](https://marketplace.visualstudio.com/items?itemName=ChakrounAnas.turbo-console-log) [COMMUNITY-TOOL] + - [Path Intellisense](https://marketplace.visualstudio.com/items?itemName=christian-kohler.path-intellisense) [COMMUNITY-TOOL] + - [GitHub Pull Requests and Issues 🌟](https://marketplace.visualstudio.com/items?itemName=GitHub.vscode-pull-request-github) [COMMUNITY-TOOL] + - [React Pure To Class](https://marketplace.visualstudio.com/items?itemName=angryobject.react-pure-to-class-vscode) [COMMUNITY-TOOL] + - [Azure Resource Manager (ARM) Tools 🌟](https://marketplace.visualstudio.com/items?itemName=msazurermtools.azurerm-vscode-tools) [COMMUNITY-TOOL] + - [developers.redhat.com: Devfiles and Kubernetes cluster support in OpenShift' Connector 0.2.0 extension for VS Code 🌟](https://developers.redhat.com/blog/2020/11/16/devfiles-and-kubernetes-cluster-support-in-openshift-connector-0-2-0-extension-for-vs-code) [COMMUNITY-TOOL] + - [freecodecamp.org: VS Code Extensions That'll Boost Your Development Productivity' 🌟](https://www.freecodecamp.org/news/vs-code-extensions-to-boost-your-development-productivity) [COMMUNITY-TOOL] + - [Local History](https://marketplace.visualstudio.com/items?itemName=xyz.local-history) [COMMUNITY-TOOL] + - [Remote Repositories 🌟](https://code.visualstudio.com/blogs/2021/06/10/remote-repositories) [COMMUNITY-TOOL] + - [Working with Kubernetes in VS Code](https://code.visualstudio.com/docs/azure/kubernetes) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: GitHub Repositories 🌟](https://marketplace.visualstudio.com/items?itemName=GitHub.remotehub) [COMMUNITY-TOOL] + - [snyk.io: Securing your open source dependencies with the Snyk Visual Studio' Code extension](https://snyk.io/blog/securing-open-source-dependencies-snyk-visual-studio-code-extension) [COMMUNITY-TOOL] + - [prisma.io: Improving the Prisma Visual Studio Code Extension with WebAssembly' 🌟](https://www.prisma.io/blog/vscode-extension-prisma-rust-webassembly) [COMMUNITY-TOOL] + - [IAM Legend](https://marketplace.visualstudio.com/items?itemName=SebastianBille.iam-legend) [COMMUNITY-TOOL] + - [GitLive](https://marketplace.visualstudio.com/items?itemName=TeamHub.teamhub) [COMMUNITY-TOOL] + - [dev.to/gitlive: GitLive now works with any Git repository in VS Code!](https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: autoDocstring - Python Docstring Generator](https://marketplace.visualstudio.com/items?itemName=njpwerner.autodocstring) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: Azure App Service for Visual Studio Code](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-azureappservice) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: CodeSnap](https://marketplace.visualstudio.com/items?itemName=adpyke.codesnap) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: GitOps Tools for Flux 🌟](https://marketplace.visualstudio.com/items?itemName=Weaveworks.vscode-gitops-tools) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: Kubernetes Reference Highlighter 🌟](https://marketplace.visualstudio.com/items?itemName=dag-andersen.kubernetes-reference-highlighter) [COMMUNITY-TOOL] + - [freecodecamp.org: Increase Your VS Code Productivity](https://www.freecodecamp.org/news/increase-your-vs-code-productivity) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: Ruff extension for Visual Studio Code](https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff) [COMMUNITY-TOOL] + - [marketplace.visualstudio.com: Kubernetes YAML Formatter 🌟](https://marketplace.visualstudio.com/items?itemName=kennylong.kubernetes-yaml-formatter) [COMMUNITY-TOOL] + - [GitHub Copilot 🌟](https://marketplace.visualstudio.com/items?itemName=GitHub.copilot) [COMMUNITY-TOOL] + - [code.visualstudio.com: GitHub Copilot in VS Code](https://code.visualstudio.com/docs/copilot/overview) [COMMUNITY-TOOL] + - [blog.logrocket.com: Top 10 VS Code extensions for 2021](https://blog.logrocket.com/top-10-vs-code-extensions-2021) [COMMUNITY-TOOL] + - [dev.to: Thunder Client - Http Client Extension for VS Code](https://dev.to/ranga_vadhineni/thunder-client-http-client-extension-for-vs-code-30i9) [COMMUNITY-TOOL] + - [c-sharpcorner.com: The Best VS Code Extensions To Supercharge Git](https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-to-supercharge-git) [COMMUNITY-TOOL] + - [dev.to: VS Code extensions to increase your Productivity](https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb) [COMMUNITY-TOOL] + - [dev.to: Top 5 Best Git Extensions For VS Code (You must have)](https://dev.to/thenomadevel/top-5-best-git-extensions-for-vs-code-you-must-have-40b6) [COMMUNITY-TOOL] + - [Material Icon Theme](https://marketplace.visualstudio.com/items?itemName=PKief.material-icon-theme) [COMMUNITY-TOOL] + - [Monokai Pro Theme](https://marketplace.visualstudio.com/items?itemName=monokai.theme-monokai-pro-vscode) [COMMUNITY-TOOL] + - [Codey Midnight Theme](https://marketplace.visualstudio.com/items?itemName=salesforce.codey-midnight) [COMMUNITY-TOOL] + - [1984 Theme](https://marketplace.visualstudio.com/items?itemName=juanmnl.vscode-theme-1984) [COMMUNITY-TOOL] + - [Dracula Official](https://marketplace.visualstudio.com/items?itemName=dracula-theme.theme-dracula) [COMMUNITY-TOOL] + - [Dracula Pro Theme 🌟](https://draculatheme.com/pro) [COMMUNITY-TOOL] + - [Discord Presence Theme](https://marketplace.visualstudio.com/items?itemName=icrawl.discord-vscode) [COMMUNITY-TOOL] + - [GitHub Theme 🌟](https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme) [COMMUNITY-TOOL] + - [Jira and Bitbucket (Official)](https://marketplace.visualstudio.com/items?itemName=Atlassian.atlascode) [COMMUNITY-TOOL] + - [Kubernetes (by Microsoft)](https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.vscode-kubernetes-tools) [COMMUNITY-TOOL] + - [Kubernetes Kind (by Microsoft)](https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.kind-vscode) [COMMUNITY-TOOL] + - [MongoDB for VS Code](https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode) [COMMUNITY-TOOL] + - [Azure DevOps 🌟](https://marketplace.visualstudio.com/azuredevops) [COMMUNITY-TOOL] + - [gitflow by vector-of-bool](https://marketplace.visualstudio.com/items?itemName=vector-of-bool.gitflow) [COMMUNITY-TOOL] + - [GitFlow 4 Code](https://marketplace.visualstudio.com/items?itemName=GreatMinds.gitflow4code) [COMMUNITY-TOOL] + - [JirAux (Jira integration)](https://marketplace.visualstudio.com/items?itemName=SemihOnay.jiraux) [COMMUNITY-TOOL] + - [BABA-Git Flow](https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow) [COMMUNITY-TOOL] + - [Jenkins Pipeline Linter Connector](https://marketplace.visualstudio.com/items?itemName=janjoerke.jenkins-pipeline-linter-connector) [COMMUNITY-TOOL] + - [secanis.ch: Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=secanis.jenkinsfile-support) [COMMUNITY-TOOL] + - [ivory-lab: JenkinsFile Support](https://marketplace.visualstudio.com/items?itemName=ivory-lab.jenkinsfile-support) [COMMUNITY-TOOL] + - [JM Meessen: Declarative Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarative-support) [COMMUNITY-TOOL] + - [Alessandro Fragnani: Jenkins Status](https://marketplace.visualstudio.com/items?itemName=alefragnani.jenkins-status) [COMMUNITY-TOOL] + - [developers.redhat.com: Remote debugging on Kubernetes using VS Code](https://developers.redhat.com/articles/2021/12/13/remote-debugging-kubernetes-using-vs-code#) [COMMUNITY-TOOL] + - [metalbear-co/mirrord](https://github.com/metalbear-co/mirrord) ⭐ 5083 [ENTERPRISE-STABLE] + - [kenneth.io: Introducing remote debugging of Node.js apps on Azure App Service' from VS Code](https://kenneth.io/post/introducing-remote-debugging-of-nodejs-apps-on-azure-app-service-from-vs-code-in-public-preview) [COMMUNITY-TOOL] + - [Python in Visual Studio Code – September 2020 Release](https://devblogs.microsoft.com/python/python-in-visual-studio-code-september-2020-release) [COMMUNITY-TOOL] + - [Python in Visual Studio Code – January 2021 Release](https://devblogs.microsoft.com/python/python-in-visual-studio-code-january-2021-release) [COMMUNITY-TOOL] + - [realpython.com: Python Development in Visual Studio Code](https://realpython.com/python-development-visual-studio-code) [COMMUNITY-TOOL] + - [github.com/golang/vscode-go 🌟](https://github.com/golang/vscode-go/blob/master/README.md) ⭐ 4248 [ENTERPRISE-STABLE] + - [Bridge to Kubernetes 🌟](https://github.com/microsoft/mindaro) ⭐ 303 [COMMUNITY-TOOL] + - [Gitpod Open Sources a β€˜Holistic IDE’](https://thenewstack.io/gitpod-open-sources-a-holistic-ide) [COMMUNITY-TOOL] + - [piotrminkowski.com: Development on Kubernetes: IDE & TOOLS](https://piotrminkowski.com/2020/08/03/development-on-kubernetes-ide-tools) [COMMUNITY-TOOL] + - [Linux on Chrome OS, sometimes called Crostini 🌟](https://chromeos.dev/en/linux) [COMMUNITY-TOOL] + - [Fleet](https://www.jetbrains.com/fleet) [COMMUNITY-TOOL] + - [softzone.es: Conoce Fleet, el nuevo IDE ultraligero de la mano de JetBrains](https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jetbrains) [COMMUNITY-TOOL] + - [thenewstack.io: Are Cloud-Based IDEs the Future of Software Engineering?](https://thenewstack.io/are-cloud-based-ides-the-future-of-software-engineering) [COMMUNITY-TOOL] + - [github1s.com 🌟](https://github1s.com) [COMMUNITY-TOOL] + - [vscode.dev 🌟](https://vscode.dev) [COMMUNITY-TOOL] + - [Visual Studio Code - Shorts](https://www.youtube.com/@code/shorts) [COMMUNITY-TOOL] + - [VSCode Profiles](https://www.youtube.com/shorts/WzlpGnbNPH4) [COMMUNITY-TOOL] + - [Pin VS Code Tabs](https://www.youtube.com/shorts/6NFR5MsHM_4) [COMMUNITY-TOOL] + - [Markdown Header Magic](https://www.youtube.com/shorts/G5580-DxQuw) [COMMUNITY-TOOL] + - [Changing Font in VS Code the RIGHT WAY!](https://www.youtube.com/shorts/Q2RrAdWmn_M) [COMMUNITY-TOOL] + - [ErrorLens! Catch Errors on the Fly!](https://www.youtube.com/shorts/uzC1PP73d9I) [COMMUNITY-TOOL] + - [Try Maven (and Java) in VS Code!](https://www.youtube.com/shorts/t322UnzV9vM) [COMMUNITY-TOOL] + - [Extension of the Week: Prettier](https://www.youtube.com/shorts/dDtueNAFELo) [COMMUNITY-TOOL] + - [Copilot Unit Tessts Like a Boss](https://www.youtube.com/shorts/AGFvs2pT1VQ) [COMMUNITY-TOOL] + - [STOP Creating New Files This! But Do THIS in VS Code!!!](https://www.youtube.com/shorts/VqOVb76IyI4) [COMMUNITY-TOOL] + - [Take your extensions with you](https://www.youtube.com/shorts/HyhSDvaaRwM) [COMMUNITY-TOOL] + - [Java, Gradle, and VS Code](https://www.youtube.com/shorts/0xq_ZYfl6Vk) [COMMUNITY-TOOL] + - [VS Code February 2023 Release Highlights (v1.76)](https://www.youtube.com/shorts/hdmaP4ibJ4I) [COMMUNITY-TOOL] + - [Extension of the week: Thunder Client](https://www.youtube.com/shorts/X3wgBid4gO8) [COMMUNITY-TOOL] + - [Rainbox CSV](https://www.youtube.com/shorts/y55a7NAiHiI) [COMMUNITY-TOOL] + - [Create diagrams in vscode](https://www.youtube.com/shorts/0N-NFIfy5lI) [COMMUNITY-TOOL] + - [Copilot writing Markdown](https://www.youtube.com/shorts/70voiUcMk_I) [COMMUNITY-TOOL] + - [Change your Java versions in VS Code!](https://www.youtube.com/shorts/p-H7Q9PtSc8) [COMMUNITY-TOOL] + - [April 2023 Release Highlights - Profile Templates](https://www.youtube.com/shorts/ToGRhGvo62k) [COMMUNITY-TOOL] + - [How VS Code Makes Branches](https://www.youtube.com/shorts/-hvEdSI8ziE) [COMMUNITY-TOOL] + - [Write slides in VS Code](https://www.youtube.com/shorts/cLokEWqTuds) [COMMUNITY-TOOL] + - [Create guided walkthroughs of your code](https://www.youtube.com/shorts/KQB8FRoJaH4) [COMMUNITY-TOOL] + - [Minimap Makeover](https://www.youtube.com/shorts/t5vXCNIBVYw) [COMMUNITY-TOOL] + - [Navigate your code's history](https://www.youtube.com/shorts/6IwjxcDbVW0) [COMMUNITY-TOOL] + - [Vertical rulers](https://www.youtube.com/shorts/cTE0ec3IurE) [COMMUNITY-TOOL] + - [Time Travel!](https://www.youtube.com/shorts/0h1xNFsEZBU) [COMMUNITY-TOOL] + - [Master Git with Git Graph](https://www.youtube.com/shorts/OfsixF-splk) [COMMUNITY-TOOL] + - [New VS Code features](https://www.youtube.com/shorts/8iVaeLjzY6s) [COMMUNITY-TOOL] + - [Hacking GitHub?](https://www.youtube.com/shorts/nMJBbH7g1M4) [COMMUNITY-TOOL] + - [Screencast mode](https://www.youtube.com/shorts/KZHI5RMmFk0) [COMMUNITY-TOOL] -#### Kubernetes Integration - - - **(2020)** [blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode](https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1) [EN CONTENT] [ADVANCED LEVEL] [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” Explores techniques for real-time remote debugging of Go microservices running inside a Kubernetes cluster using Telepresence and VSCode, bridging local development environments with cloud resources. --- -πŸ’‘ **Explore Related:** [Java And Java Performance Optimization](./java-and-java-performance-optimization.md) | [Java_Frameworks](./java_frameworks.md) | [Golang](./golang.md) +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) diff --git a/v2-docs/web-servers.md b/v2-docs/web-servers.md index f27771b0..2c4957de 100644 --- a/v2-docs/web-servers.md +++ b/v2-docs/web-servers.md @@ -9,22 +9,22 @@ #### Load Balancing - - **(2021)** [opensource.com: A beginner's guide to load balancing](https://opensource.com/article/21/4/load-balancing) 🌟🌟 [COMMUNITY-TOOL] β€” A high-level introductory guide to load balancing strategies. It explains the differences between Layer 4 (TCP) and Layer 7 (HTTP) routing algorithms, making it a useful primer for developers designing multi-region architectures. + - [opensource.com: A beginner's guide to load balancing](https://opensource.com/article/21/4/load-balancing) [COMMUNITY-TOOL] β€” A high-level introductory guide to load balancing strategies. It explains the differences between Layer 4 (TCP) and Layer 7 (HTTP) routing algorithms, making it a useful primer for developers designing multi-region architectures. ### Ingress #### Skipper ##### HTTP Routing - - **(2020)** [opensource.com: Try this Kubernetes HTTP router and reverse proxy](https://opensource.com/article/20/4/http-kubernetes-skipper) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introduction to Skipper, an open-source HTTP router created by Zalando. Explores its use case as a highly customizable Kubernetes ingress controller with extensive routing filters tailored for large-scale production architectures. + - [opensource.com: Try this Kubernetes HTTP router and reverse proxy](https://opensource.com/article/20/4/http-kubernetes-skipper) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An introduction to Skipper, an open-source HTTP router created by Zalando. Explores its use case as a highly customizable Kubernetes ingress controller with extensive routing filters tailored for large-scale production architectures. #### Traefik ##### Istio Integration - - **(2021)** [**thenewstack.io: Using Traefik Ingress Controller with Istio Service Mesh**](https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A valuable integration guide demonstrating how to use Traefik as the external edge ingress router while leveraging Istio's internal service mesh to govern east-west traffic patterns and microservices telemetry. + - [thenewstack.io: Using Traefik Ingress Controller with Istio Service Mesh](https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A valuable integration guide demonstrating how to use Traefik as the external edge ingress router while leveraging Istio's internal service mesh to govern east-west traffic patterns and microservices telemetry. ##### Kubernetes Ingress - - **(2020)** [opensource.com: Directing Kubernetes traffic with Traefik](https://opensource.com/article/20/3/kubernetes-traefik) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory article explaining how to set up Traefik as an Ingress Controller in Kubernetes. It focuses on setting up path-based routing rules and using labels to automate routing table updates. + - [opensource.com: Directing Kubernetes traffic with Traefik](https://opensource.com/article/20/3/kubernetes-traefik) [COMMUNITY-TOOL] β€” An introductory article explaining how to set up Traefik as an Ingress Controller in Kubernetes. It focuses on setting up path-based routing rules and using labels to automate routing table updates. - **(2026)** [==Traefik==](http://traefik.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Traefik is a modern cloud-native HTTP reverse proxy and ingress controller designed to automatically discover backend services from platforms like Kubernetes, Docker, and Consul. Its auto-configuration feature and native support for Let's Encrypt certificates simplify cluster operations. ### Load Balancing (1) @@ -32,10 +32,10 @@ ##### Implementation - - **(2021)** [tecmint.com: How to Setup High-Availability Load Balancer with β€˜HAProxy’ to Control Web Server Traffic](https://www.tecmint.com/install-haproxy-load-balancer-in-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A detailed linux-level guide for implementing HAProxy from scratch. Guides the platform engineer through initial package deployment, configuration mapping, backend health checking, and metric page exposure. + - [tecmint.com: How to Setup High-Availability Load Balancer with β€˜HAProxy’' to Control Web Server Traffic](https://www.tecmint.com/install-haproxy-load-balancer-in-linux) [COMMUNITY-TOOL] [GUIDE] β€” A detailed linux-level guide for implementing HAProxy from scratch. Guides the platform engineer through initial package deployment, configuration mapping, backend health checking, and metric page exposure. ##### Nginx Integration - - **(2020)** [Tecmint.com: How to Setup HAProxy as Load Balancer for Nginx on CentOS 8](https://www.tecmint.com/setup-nginx-haproxy-load-balancer-in-centos-8) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A configuration-focused tutorial detailing how to chain HAProxy as a frontend load balancer in front of an Nginx web tier on CentOS 8. Note: CentOS 8 is end-of-life, meaning parts of this OS guide must be updated, but the routing concepts remain sound. + - [Tecmint.com: How to Setup HAProxy as Load Balancer for Nginx on CentOS 8](https://www.tecmint.com/setup-nginx-haproxy-load-balancer-in-centos-8) [COMMUNITY-TOOL] [GUIDE] β€” A configuration-focused tutorial detailing how to chain HAProxy as a frontend load balancer in front of an Nginx web tier on CentOS 8. Note: CentOS 8 is end-of-life, meaning parts of this OS guide must be updated, but the routing concepts remain sound. ### Reverse Proxy #### Apache HTTPD @@ -49,23 +49,23 @@ ##### Reverse Proxy (1) - - **(2025)** [**Apache Reverse Proxy Guide**](https://httpd.apache.org/docs/2.4/howto/reverse_proxy.html) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official configuration guide for setting up Apache as a reverse proxy using `mod_proxy`. Delivers production-grade recommendations for managing connection pools, configuring SSL offloading, and tuning load-balancing headers. - - **(2026)** [==Apache==](https://httpd.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” The home page for Apache HTTPD, the foundational open-source web server of the internet. While newer microservices architectures typically leverage Nginx or Envoy, Apache remains highly relevant for legacy proxy configurations and traditional web hosting setups. + - [Apache Reverse Proxy Guide](https://httpd.apache.org/docs/2.4/howto/reverse_proxy.html) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” The official configuration guide for setting up Apache as a reverse proxy using `mod_proxy`. Delivers production-grade recommendations for managing connection pools, configuring SSL offloading, and tuning load-balancing headers. + - [Apache](https://httpd.apache.org) [DE FACTO STANDARD] [LEGACY] β€” The home page for Apache HTTPD, the foundational open-source web server of the internet. While newer microservices architectures typically leverage Nginx or Envoy, Apache remains highly relevant for legacy proxy configurations and traditional web hosting setups. #### Nginx ##### Guides - - **(2021)** [**freecodecamp.org: The NGINX Handbook 🌟**](https://www.freecodecamp.org/news/the-nginx-handbook) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An extensive manual explaining the underlying mechanics of Nginx. Covers everything from server blocks and upstream definitions to proxy routing rules, security hardening, and cache configuration optimization. + - [freecodecamp.org: The NGINX Handbook 🌟](https://www.freecodecamp.org/news/the-nginx-handbook) [GUIDE] [ENTERPRISE-STABLE] [GUIDE] β€” An extensive manual explaining the underlying mechanics of Nginx. Covers everything from server blocks and upstream definitions to proxy routing rules, security hardening, and cache configuration optimization. ##### Interactive Playgrounds - - **(2025)** [**nginx-playground.wizardzines.com 🌟**](https://nginx-playground.wizardzines.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The web-based visual Nginx sandbox environment created by Wizard Zines. It provides immediate graphical feedback on how routing, header injections, and rewrite directives behave without requiring a local Nginx daemon installation. - - **(2021)** [jvns.ca: New tool: an nginx playground](https://jvns.ca/blog/2021/09/24/new-tool--an-nginx-playground) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory blog post by Julia Evans launching an interactive Nginx configuration playground. It explains the core configuration blocks and how the visual playground simplifies debugging path matches and header rewrites. + - [jvns.ca: New tool: an nginx playground](https://jvns.ca/blog/2021/09/24/new-tool--an-nginx-playground) [COMMUNITY-TOOL] β€” An introductory blog post by Julia Evans launching an interactive Nginx configuration playground. It explains the core configuration blocks and how the visual playground simplifies debugging path matches and header rewrites. + - [nginx-playground.wizardzines.com 🌟](https://nginx-playground.wizardzines.com) [ENTERPRISE-STABLE] β€” The web-based visual Nginx sandbox environment created by Wizard Zines. It provides immediate graphical feedback on how routing, header injections, and rewrite directives behave without requiring a local Nginx daemon installation. #### Nginx Unit ##### Application Server - - **(2026)** [**unit.nginx.org**](https://unit.nginx.org) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Nginx Unit is a dynamic, polyglot application server engineered to run application code across multiple runtimes (Go, Python, Node.js, PHP) simultaneously. It is entirely controlled via a declarative JSON-based REST API, making it well-suited for container-centric microservices. + - [unit.nginx.org](https://unit.nginx.org) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Nginx Unit is a dynamic, polyglot application server engineered to run application code across multiple runtimes (Go, Python, Node.js, PHP) simultaneously. It is entirely controlled via a declarative JSON-based REST API, making it well-suited for container-centric microservices. --- -πŸ’‘ **Explore Related:** [Caching](./caching.md) | [Servicemesh](./servicemesh.md) | [Kubernetes Networking](./kubernetes-networking.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Istio](./istio.md) diff --git a/v2-docs/web3.md b/v2-docs/web3.md new file mode 100644 index 00000000..07d25588 --- /dev/null +++ b/v2-docs/web3.md @@ -0,0 +1,15 @@ +# Web3 + +!!! info "Architectural Context" + Detailed reference for Web3 in the context of Developer Ecosystem. + +## Standard Reference + + - [thenewstack.io: Web3 Architecture and How It Compares to Traditional Web' Apps](https://thenewstack.io/web3-architecture-and-how-it-compares-to-traditional-web-apps) [COMMUNITY-TOOL] + - [wired.com: The Father of Web3 Wants You to Trust Less](https://www.wired.com/story/web3-gavin-wood-interview) [COMMUNITY-TOOL] + - [elconfidencial.com: El futuro de internet ya estΓ‘ aquΓ­ y se llama Web3,' pero casi nadie sabe de quΓ© se trata](https://www.elconfidencial.com/tecnologia/2021-12-12/el-futuro-de-internet-ya-esta-aqui-y-se-llama-web3-pero-casi-nadie-sabe-lo-que-es_3339244) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Dom](./dom.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [React](./react.md) + diff --git a/v2-docs/workfromhome.md b/v2-docs/workfromhome.md new file mode 100644 index 00000000..c80dce1b --- /dev/null +++ b/v2-docs/workfromhome.md @@ -0,0 +1,26 @@ +# Workfromhome + +!!! info "Architectural Context" + Detailed reference for Workfromhome in the context of Career & Industry. + +## Standard Reference + + - [forbes.com: 5 Essential Coronavirus Work From Home Tech Tips](https://www.forbes.com/sites/tjmccue/2020/03/13/5-essential-coronavirus-work-from-home-tech-tips) [COMMUNITY-TOOL] + - [enterprisersproject.com: Remote work: 10 tips to be a better virtual collaborator](https://enterprisersproject.com/article/2021/2/remote-work-virtual-collaboration-best-practices) [COMMUNITY-TOOL] + - [elconfidencial.com: ΒΏQuΓ© negociar en el acuerdo de teletrabajo? GuΓ­a prΓ‘ctica' para empresas y empleados](https://www.elconfidencial.com/juridico/2021-09-27/negociar-acuerdo-teletrabajo-guia-practica-empresas_3295723) [COMMUNITY-TOOL] + - [infoq.com: How to Work Asynchronously as a Remote-First SRE](https://www.infoq.com/news/2021/12/remote-first-sre) [COMMUNITY-TOOL] + - [krisp](https://krisp.ai) [COMMUNITY-TOOL] + - [Slack](https://slack.com) [COMMUNITY-TOOL] + - [Mattermost](https://mattermost.com) [COMMUNITY-TOOL] + - [Microsoft Teams](https://www.microsoft.com/microsoft-365/microsoft-teams/group-chat-software) [COMMUNITY-TOOL] + - [Miro](https://miro.com) [COMMUNITY-TOOL] + - [Summarising Top 10 API Testing Tools](https://miro.com/app/board/o9J_kqwfjqs=) [COMMUNITY-TOOL] + - [Readwise](https://readwise.io) [COMMUNITY-TOOL] + - [Instapaper](https://www.instapaper.com) [COMMUNITY-TOOL] + - [Obsidian](https://obsidian.md) [COMMUNITY-TOOL] + - [portafolio.co: Claves para liderar equipos de teletrabajo y no fracasar' en el intento](https://www.portafolio.co/tendencias/claves-para-liderar-equipos-de-teletrabajo-y-no-fracasar-en-el-intento-556586) [COMMUNITY-TOOL] + + +--- +πŸ’‘ **Explore Related:** [Digital Money](./digital-money.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) + diff --git a/v2-docs/yaml.md b/v2-docs/yaml.md index b845147d..ce5c984d 100644 --- a/v2-docs/yaml.md +++ b/v2-docs/yaml.md @@ -3,213 +3,183 @@ !!! info "Architectural Context" Detailed reference for Yaml in the context of Data & Advanced Analytics. -## CICD Pipelines - -### Azure DevOps - -#### Policy Enforcement - - - **(2022)** [thomasthornton.cloud: Analyze your Kubernetes YAML files and Helm Charts to ensure best practices using KubeLinter in Azure DevOps Pipeline](https://thomasthornton.cloud/2022/04/13/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A detailed technical tutorial showing how to configure KubeLinter inside Azure DevOps pipelines. Guides developers on automating security checks for Helm charts prior to cluster deployment. -### GitLab CI - -#### Linting Automation - - - **(2021)** [about.gitlab.com: Tips for productive DevOps workflows: JSON formatting with jq and CI/CD linting automation](https://about.gitlab.com/blog/2021/04/21/devops-workflows-json-format-jq-ci-cd-lint) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A GitLab engineering blog showcasing optimal methods for integrating automated schema validation and JSON formatters (using jq) directly inside DevOps delivery loops. Highlights strategies to enforce code-quality gates. ## Data Formats ### Data Conversion #### PowerShell - - **(2020)** [dotnet-helpers.com: How to Convert YAML to JSON / JSON to YAML using PowerShell](https://dotnet-helpers.com/powershell/convert-yaml-to-json-or-json-to-yaml-using-powershell) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A practical script tutorial highlighting conversion procedures between YAML and JSON format profiles utilizing PowerShell. Explores programmatic parsing methodologies to aid Microsoft-centric automation tasks. + - [dotnet-helpers.com: How to Convert YAML to JSON / JSON to YAML using PowerShell](https://dotnet-helpers.com/powershell/convert-yaml-to-json-or-json-to-yaml-using-powershell) [COMMUNITY-TOOL] [GUIDE] β€” A practical script tutorial highlighting conversion procedures between YAML and JSON format profiles utilizing PowerShell. Explores programmatic parsing methodologies to aid Microsoft-centric automation tasks. ### JSON #### CLI Parsers - - **(2024)** [==github.com/tomnomnom/gron 🌟==](https://github.com/tomnomnom/gron) ⭐ 14441 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly acclaimed command-line tool that flattens JSON documents into raw assignments paths. This enables engineers to easily search and modify configuration data using traditional line-by-line CLI utilities like grep. - - **(2025)** [**github.com/01mf02/jaq**](https://github.com/01mf02/jaq) ⭐ 3613 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A high-performance Rust implementation of the classic jq tool. Delivers lightning-fast query speeds, improved compile errors, and absolute type safety when transforming huge configurations. - - **(2024)** [**github.com/ynqa/jnv 🌟**](https://github.com/ynqa/jnv) ⭐ 6023 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An interactive, terminal-based JSON parser and viewer built on Go. Provides instant auto-completion features and live structural feedback, making the querying of huge payloads trivial. - - **(2024)** [github.com/JFryy/qq](https://github.com/JFryy/qq) ⭐ 723 🌟🌟 [COMMUNITY-TOOL] β€” A handy command-line parser that supports querying across multiple configuration standards including TOML, JSON, and YAML. It provides a consistent query language, easing configuration data conversions. - - **(2021)** [github.com/ilyash/show-struct](https://github.com/ilyash/show-struct) ⭐ 131 🌟🌟 [COMMUNITY-TOOL] β€” A unique CLI utility designed to inspect the structural hierarchy of deeply nested JSON and YAML documents. Generates clear, high-level map layouts to help developers quickly understand unfamiliar config data. + - [github.com/ilyash/show-struct](https://github.com/ilyash/show-struct) ⭐ 131 [COMMUNITY-TOOL] β€” A unique CLI utility designed to inspect the structural hierarchy of deeply nested JSON and YAML documents. Generates clear, high-level map layouts to help developers quickly understand unfamiliar config data. + - [github.com/01mf02/jaq](https://github.com/01mf02/jaq) ⭐ 3613 [ENTERPRISE-STABLE] β€” A high-performance Rust implementation of the classic jq tool. Delivers lightning-fast query speeds, improved compile errors, and absolute type safety when transforming huge configurations. + - [github.com/tomnomnom/gron 🌟](https://github.com/tomnomnom/gron) ⭐ 14441 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” A highly acclaimed command-line tool that flattens JSON documents into raw assignments paths. This enables engineers to easily search and modify configuration data using traditional line-by-line CLI utilities like grep. + - [github.com/ynqa/jnv 🌟](https://github.com/ynqa/jnv) ⭐ 6023 [ENTERPRISE-STABLE] β€” An interactive, terminal-based JSON parser and viewer built on Go. Provides instant auto-completion features and live structural feedback, making the querying of huge payloads trivial. + - [github.com/JFryy/qq](https://github.com/JFryy/qq) ⭐ 723 [COMMUNITY-TOOL] β€” A handy command-line parser that supports querying across multiple configuration standards including TOML, JSON, and YAML. It provides a consistent query language, easing configuration data conversions. #### Schema Validation - **(2025)** [==json-schema.org: Understanding JSON Schema 🌟==](https://json-schema.org/understanding-json-schema/reference) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official handbook of JSON Schema guidelines, detailing validation syntax, schemas design, and keyword definitions. Crucial for designing and verifying API contract interfaces in modern software architectures. #### Specifications - - [==json.org: Introducing JSON==](https://www.json.org/json-en.html) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The authoritative portal detailing the RFC 8259 JSON serialization standard. Features base specifications, language mappings, and grammar definitions critical for constructing compliant serialization libraries. + - [json.org: Introducing JSON](https://www.json.org/json-en.html) [DOCUMENTATION] [DE FACTO STANDARD] β€” The authoritative portal detailing the RFC 8259 JSON serialization standard. Features base specifications, language mappings, and grammar definitions critical for constructing compliant serialization libraries. #### Templating and Generation - - **(2025)** [**Jsonnet**](https://jsonnet.org) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A declarative, data-templating syntax extending JSON with functions, variables, and inheritance structures. It empowers systems engineers to programmatic compile, clean, and deduplicate deeply nested server specifications. + - [Jsonnet](https://jsonnet.org) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A declarative, data-templating syntax extending JSON with functions, variables, and inheritance structures. It empowers systems engineers to programmatic compile, clean, and deduplicate deeply nested server specifications. #### Visualization Tools - - **(2025)** [**jsoncrack.com: JSON Crack 🌟🌟**](https://jsoncrack.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A browser utility that renders complex, nested JSON objects into visual node-based graph models. Dramatically improves debugging speed and schema comprehension compared to typical flat text views. - - [jsoning.com](https://jsoning.com) 🌟 [COMMUNITY-TOOL] β€” A clean web application designed to validate, format, and visualize JSON documents. Helps developers instantly detect validation errors and format nested schemas. + - [jsoncrack.com: JSON Crack 🌟🌟](https://jsoncrack.com) [ENTERPRISE-STABLE] β€” A browser utility that renders complex, nested JSON objects into visual node-based graph models. Dramatically improves debugging speed and schema comprehension compared to typical flat text views. + - [jsoning.com](https://jsoning.com) [COMMUNITY-TOOL] β€” A clean web application designed to validate, format, and visualize JSON documents. Helps developers instantly detect validation errors and format nested schemas. ### YAML #### CLI Parsers (1) - - **(2025)** [**kislyuk/yq**](https://github.com/kislyuk/yq) ⭐ 2940 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A reliable CLI YAML processor wrapping the classic jq tool in Python. It enables native jq query logic on YAML configurations, facilitating complex data transformations. - - **(2021)** [avencera/yamine](https://github.com/avencera/yamine) ⭐ 19 🌟 [COMMUNITY-TOOL] [LEGACY] β€” A Rust-implemented CLI parser designed to optimize YAML file validation and structural queries. Under MVQ guidelines, it is categorized as legacy due to low active development, but remains a fast, lightweight local query option. + - [avencera/yamine](https://github.com/avencera/yamine) ⭐ 19 [COMMUNITY-TOOL] [LEGACY] β€” A Rust-implemented CLI parser designed to optimize YAML file validation and structural queries. Under MVQ guidelines, it is categorized as legacy due to low active development, but remains a fast, lightweight local query option. + - [kislyuk/yq](https://github.com/kislyuk/yq) ⭐ 2940 [ENTERPRISE-STABLE] β€” A reliable CLI YAML processor wrapping the classic jq tool in Python. It enables native jq query logic on YAML configurations, facilitating complex data transformations. #### Schema Validation (1) - - **(2024)** [23andMe/Yamale](https://github.com/23andMe/Yamale) ⭐ 765 🌟🌟🌟 [ENTERPRISE-STABLE] β€” A lightweight Python engine designed to validate configuration structures against robust schemas. Supports highly customizable validation logic and multi-file processing, making it perfect for schema assurance. + - [23andMe/Yamale](https://github.com/23andMe/Yamale) ⭐ 765 [ENTERPRISE-STABLE] β€” A lightweight Python engine designed to validate configuration structures against robust schemas. Supports highly customizable validation logic and multi-file processing, making it perfect for schema assurance. #### Validation Tools - - [onlineyamltools.com 🌟](https://onlineyamltools.com) 🌟🌟 [COMMUNITY-TOOL] β€” An extensive suite of browser-driven YAML parsing, formatting, and manipulation tools. Features real-time conversion engines, indentation adjustments, and structural validators tailored for ad-hoc cloud-native operations. - - [codebeautify.org/yaml-validator](https://codebeautify.org/yaml-validator) 🌟 [COMMUNITY-TOOL] β€” A popular web-based utility for validating, formatting, and parsing YAML configuration data structures. It allows cloud-native engineers to instantly paste and sanitize complex markup payloads, validating basic syntax conformity before deploy configurations are shipped. - - [yamlvalidator.dev: YAML Validator](https://yamlvalidator.dev) 🌟 [COMMUNITY-TOOL] β€” A privacy-focused web editor engineered for rapid and secure YAML markup validation. It delivers real-time validation error alerts on structural and spacing mistakes, reducing config-level deployment issues inside modern CI pipelines. - - [yamline.com](https://yamline.com) 🌟 [COMMUNITY-TOOL] β€” A web utility geared for parsing and structural validation of complex YAML architectures. It simplifies nested structure tracing, preventing misaligned keys and spacing bugs. + - [codebeautify.org/yaml-validator](https://codebeautify.org/yaml-validator) [COMMUNITY-TOOL] β€” A popular web-based utility for validating, formatting, and parsing YAML configuration data structures. It allows cloud-native engineers to instantly paste and sanitize complex markup payloads, validating basic syntax conformity before deploy configurations are shipped. + - [yamlvalidator.dev: YAML Validator](https://yamlvalidator.dev) [COMMUNITY-TOOL] β€” A privacy-focused web editor engineered for rapid and secure YAML markup validation. It delivers real-time validation error alerts on structural and spacing mistakes, reducing config-level deployment issues inside modern CI pipelines. + - [onlineyamltools.com 🌟](https://onlineyamltools.com) [COMMUNITY-TOOL] β€” An extensive suite of browser-driven YAML parsing, formatting, and manipulation tools. Features real-time conversion engines, indentation adjustments, and structural validators tailored for ad-hoc cloud-native operations. + - [yamline.com](https://yamline.com) [COMMUNITY-TOOL] β€” A web utility geared for parsing and structural validation of complex YAML architectures. It simplifies nested structure tracing, preventing misaligned keys and spacing bugs. ## Data Infrastructure ### Relational Databases #### JSON Operations - - **(2021)** [thenewstack.io: Why (and How) You Should Manage JSON with SQL](https://thenewstack.io/why-and-how-you-should-manage-json-with-sql) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explains how to query and manipulate semi-structured JSON payloads natively in relational databases using modern SQL. Offers a roadmap for blending NoSQL flexibility with transactional relational databases. -## DevSecOps - -### Infrastructure as Code Security - -#### Static Analysis - - - **(2026)** [**KubeLinter**](https://github.com/stackrox/kube-linter) ⭐ 3450 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A static analysis tool that analyzes Kubernetes YAML manifests and Helm charts against best practices for security and production readiness. Checks for running as root, container security context settings, and missing resource limits. + - [thenewstack.io: Why (and How) You Should Manage JSON with SQL](https://thenewstack.io/why-and-how-you-should-manage-json-with-sql) [COMMUNITY-TOOL] [GUIDE] β€” Explains how to query and manipulate semi-structured JSON payloads natively in relational databases using modern SQL. Offers a roadmap for blending NoSQL flexibility with transactional relational databases. ## Infrastructure as Code ### Ansible #### Data Parsing - - **(2021)** [opensource.com: 5 ways to process JSON data in Ansible 🌟](https://opensource.com/article/21/4/process-json-data-ansible) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” Presents five robust approaches to parse, filter, and modify raw JSON parameters inside automated Ansible configurations. Focuses on using native filters and Jinja2 structures to orchestrate complex environment definitions. + - [opensource.com: 5 ways to process JSON data in Ansible 🌟](https://opensource.com/article/21/4/process-json-data-ansible) [COMMUNITY-TOOL] [GUIDE] β€” Presents five robust approaches to parse, filter, and modify raw JSON parameters inside automated Ansible configurations. Focuses on using native filters and Jinja2 structures to orchestrate complex environment definitions. ## Orchestration ### Kubernetes #### Application Delivery - - **(2023)** [ketch](https://theketch.io) 🌟🌟 [COMMUNITY-TOOL] β€” An application delivery tool designed to obscure typical Kubernetes complexity. It allows developers to deploy services using concise structures, eliminating verbose YAML files. - **(2022)** [shipa.io: DevOps Challenge – Kubernetes Deployment: Ketch vs YAML](https://shipa.io/devops-challenge-kubernetes-deployment-ketch-vs-yaml) 🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” A comparative study analyzing Ketch declarative templates against traditional Kubernetes manifests. Details operational velocity increases and configuration simplification for developers. + - [ketch](https://theketch.io) [COMMUNITY-TOOL] β€” An application delivery tool designed to obscure typical Kubernetes complexity. It allows developers to deploy services using concise structures, eliminating verbose YAML files. #### Guides and Tutorials - - **(2023)** [linkedin.com/pulse: How to write YAML file for Kubernetes | Megha S.k](https://www.linkedin.com/pulse/how-write-yaml-file-kubernetes-megha-s-k) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A foundational article discussing the anatomy of Kubernetes YAML manifests. Designed for beginner systems architects, it defines basic apiVersion, kind, metadata, and specification components. - - **(2020)** [itnext.io: How to create Kubernetes YAML files 🌟](https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step technical guide introducing structural patterns for authoring Kubernetes configurations. Synthesizes practical methods like IDE snippets, schema integrations, and kubectl dry-run options to bypass syntax roadblocks. + - [itnext.io: How to create Kubernetes YAML files 🌟](https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45) [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step technical guide introducing structural patterns for authoring Kubernetes configurations. Synthesizes practical methods like IDE snippets, schema integrations, and kubectl dry-run options to bypass syntax roadblocks. + - [linkedin.com/pulse: How to write YAML file for Kubernetes | Megha S.k](https://www.linkedin.com/pulse/how-write-yaml-file-kubernetes-megha-s-k) [COMMUNITY-TOOL] [GUIDE] β€” A foundational article discussing the anatomy of Kubernetes YAML manifests. Designed for beginner systems architects, it defines basic apiVersion, kind, metadata, and specification components. #### Infrastructure as Code (1) - **(2022)** [naml: Not another markup language](https://github.com/krisnova/naml) ⭐ 1261 [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An innovative engine enabling developers to write Kubernetes configurations using type-safe Go instead of YAML. Brings compilation safety, testability, and standard Go refactoring capabilities to platform engineering. -#### JSON Schema Databases - - - **(2021)** [github: Kubernetes JSON Schemas 🌟](https://github.com/instrumenta/kubernetes-json-schema) ⭐ 337 🌟🌟 [LEGACY] β€” An automated repository of JSON Schemas extracted from official Kubernetes API definitions. While currently superseded by native validation tools, it remains an essential reference for editor integrations. #### Legacy Validation Tools - - **(2021)** [instrumenta/kubeval](https://github.com/instrumenta/kubeval) ⭐ 3228 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” A widely historical command-line validation parser that matches local Kubernetes YAML configurations against schemas. While archived and succeeded by tools like Kubeconform, it remains a pioneering reference in cloud-native linting history. -#### Policy Enforcement (1) + - [instrumenta/kubeval](https://github.com/instrumenta/kubeval) ⭐ 3228 [ENTERPRISE-STABLE] [LEGACY] β€” A widely historical command-line validation parser that matches local Kubernetes YAML configurations against schemas. While archived and succeeded by tools like Kubeconform, it remains a pioneering reference in cloud-native linting history. +#### Policy Enforcement - **(2022)** [Validating Kubernetes YAML for best practice and policies 🌟](https://learnkube.com/validating-kubernetes-yaml) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive analysis evaluating popular Kubernetes manifest validation engines. Compares tools like Kube-score, Polaris, and Conftest, showing teams how to set up robust automated configuration safeguards. - **(2021)** [Kubeval](https://teresaforcades.com/pensament/medicina.html) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A structured index highlighting central open-source utilities designed to validate Kubernetes configurations. Explores tools like Polaris, Copper, and Conftest to guarantee resilient configuration deployments. - - **(2022)** [kubevious.io: Top Kubernetes YAML Validation Tools](https://kubevious.io/blog/post/top-kubernetes-yaml-validation-tools) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A comparative guide highlighting top Kubernetes YAML validation software. Reviews tools such as Datree, KubeLinter, and Polaris on policy coverage, ease-of-use, and execution times inside CI pathways. + - [kubevious.io: Top Kubernetes YAML Validation Tools](https://kubevious.io/blog/post/top-kubernetes-yaml-validation-tools) [COMMUNITY-TOOL] [GUIDE] β€” A comparative guide highlighting top Kubernetes YAML validation software. Reviews tools such as Datree, KubeLinter, and Polaris on policy coverage, ease-of-use, and execution times inside CI pathways. #### Reference Implementations - - **(2021)** [Kubernetes examples 🌟](https://k8s-examples.container-solutions.com) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An extensive set of production-grade Kubernetes resource configuration blueprints curated by Container Solutions. Features robust architecture design options for real-world application structures. + - [Kubernetes examples 🌟](https://k8s-examples.container-solutions.com) [COMMUNITY-TOOL] [GUIDE] β€” An extensive set of production-grade Kubernetes resource configuration blueprints curated by Container Solutions. Features robust architecture design options for real-world application structures. ## Platform Engineering -### CICD Pipelines (1) +### CICD Pipelines #### Declarative Patterns - - **(2021)** [**support.atlassian.com: YAML anchors and aliases**](https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight shows how to implement YAML anchors and aliases within Bitbucket Pipelines configurations. Live Grounding verifies that reusing identical script blocks, environment setups, and step definitions drastically cuts down code redundancy. Offers direct pipeline optimization benefits. + - [support.atlassian.com: YAML anchors and aliases](https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors) [DOCUMENTATION] [ENTERPRISE-STABLE] β€” Curator Insight shows how to implement YAML anchors and aliases within Bitbucket Pipelines configurations. Live Grounding verifies that reusing identical script blocks, environment setups, and step definitions drastically cuts down code redundancy. Offers direct pipeline optimization benefits. ### Configuration Syntax -#### Antipatterns - - - **(2023)** [==ruudvanasseldonk.com: The yaml document from hell==](https://ruudvanasseldonk.com/2023/01/11/the-yaml-document-from-hell) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight is a renowned technical critique of YAML’s excessive complexity, implicit typing, and edge-case errors (the Norway problem). Live Grounding evaluates the structural vulnerability of relying on implicit parsers in mission-critical configuration schemas. Indispensable read for infrastructure architects evaluating alternative formats like TOML or CUE. #### Bash Tooling - - **(2019)** [azohra/yaml.sh](https://github.com/azohra/yaml.sh) ⭐ 34 [ADVANCED LEVEL] 🌟 [EMERGING] [LEGACY] β€” Curator Insight highlights yaml.sh as an experimental, pure Bash parser designed to read YAML files directly in shell scripts. Live Grounding confirms the project is legacy/inactive, but provides a clever, lightweight implementation without python or node dependencies. Best suited for restricted edge shells where installing heavier dependencies is blocked. + - [azohra/yaml.sh](https://github.com/azohra/yaml.sh) ⭐ 34 [ADVANCED LEVEL] [EMERGING] [LEGACY] β€” Curator Insight highlights yaml.sh as an experimental, pure Bash parser designed to read YAML files directly in shell scripts. Live Grounding confirms the project is legacy/inactive, but provides a clever, lightweight implementation without python or node dependencies. Best suited for restricted edge shells where installing heavier dependencies is blocked. #### Declarative Patterns (1) - - **(2020)** [**thoughtworks.com: Templating in YAML**](https://www.thoughtworks.com/radar/techniques/templating-in-yaml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight evaluates the systemic limitations and anti-patterns of using text-templating engines on structured YAML configurations. Live Grounding discusses alternative declarative configuration techniques, highlighting how text engines can bypass YAML syntax validators and introduce security or execution errors. - - **(2020)** [**ytt**](https://get-ytt.io) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight presents ytt (Carvel suite) as a structural YAML templating tool that runs on a dialect of Python (Starlark). Live Grounding confirms ytt validates syntactic hierarchy natively, preventing the formatting flaws common in text-substitution tools like Helm. Essential for engineering advanced platform control planes. - - **(2019)** [Steve Horsfield: DevOps tricks - Templating YAML files](https://stevehorsfield.wordpress.com/2019/08/13/devops-tricks-templating-yaml-files) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight describes command-line methods and workflow scripts to generate complex YAML manifests dynamically. Live Grounding emphasizes the trade-offs of scripting configurations versus migrating to native Kubernetes Templating Engines (e.g., Helm, Kustomize) for predictable, structured deployments. + - [thoughtworks.com: Templating in YAML](https://www.thoughtworks.com/radar/techniques/templating-in-yaml) [ENTERPRISE-STABLE] β€” Curator Insight evaluates the systemic limitations and anti-patterns of using text-templating engines on structured YAML configurations. Live Grounding discusses alternative declarative configuration techniques, highlighting how text engines can bypass YAML syntax validators and introduce security or execution errors. + - [Steve Horsfield: DevOps tricks - Templating YAML files](https://stevehorsfield.wordpress.com/2019/08/13/devops-tricks-templating-yaml-files) [COMMUNITY-TOOL] β€” Curator Insight describes command-line methods and workflow scripts to generate complex YAML manifests dynamically. Live Grounding emphasizes the trade-offs of scripting configurations versus migrating to native Kubernetes Templating Engines (e.g., Helm, Kustomize) for predictable, structured deployments. + - [ytt](https://get-ytt.io) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight presents ytt (Carvel suite) as a structural YAML templating tool that runs on a dialect of Python (Starlark). Live Grounding confirms ytt validates syntactic hierarchy natively, preventing the formatting flaws common in text-substitution tools like Helm. Essential for engineering advanced platform control planes. #### Developer Experience - - **(2020)** [**developers.redhat.com: How to configure YAML schema to make editing files easier**](https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-make-editing-files-easier) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight shows how to configure IDE and code editors with automated JSON/YAML Schemas. Live Grounding validates that binding schemas to Kubernetes or Ansible configurations provides real-time validation, auto-completion, and inline documentation in VS Code and IntelliJ, drastically reducing syntactical manual errors. + - [developers.redhat.com: How to configure YAML schema to make editing files' easier](https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-make-editing-files-easier) [ENTERPRISE-STABLE] β€” Curator Insight shows how to configure IDE and code editors with automated JSON/YAML Schemas. Live Grounding validates that binding schemas to Kubernetes or Ansible configurations provides real-time validation, auto-completion, and inline documentation in VS Code and IntelliJ, drastically reducing syntactical manual errors. #### Developer Tooling - - **(2026)** [github.com/topics/yaml-processor](https://github.com/topics/yaml-processor) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight is a unified catalog tracking open-source YAML parsers, processors, and linters across GitHub. Live Grounding provides a real-time portal to discover specialized tools, CLI libraries, and IDE plugins. Crucial starting point for evaluating community validation utilities. + - [github.com/topics/yaml-processor](https://github.com/topics/yaml-processor) [COMMUNITY-TOOL] β€” Curator Insight is a unified catalog tracking open-source YAML parsers, processors, and linters across GitHub. Live Grounding provides a real-time portal to discover specialized tools, CLI libraries, and IDE plugins. Crucial starting point for evaluating community validation utilities. #### Infrastructure as Code (2) - - **(2022)** [**spacelift.io/blog/yaml**](https://spacelift.io/blog/yaml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight delivers a broad technical guide connecting basic YAML formatting rules directly to advanced DevOps tools. Live Grounding shows its practical utility in structuring pipelines, defining IaC policies, and working across Terraform, Ansible, and Kubernetes clusters. An exceptional unified guide. - **(2022)** [**docs.ansible.com: YAML anchors and aliases: sharing variable values**](https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks_advanced_syntax.html#yaml-anchors-and-aliases-sharing-variable-values) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight details the native usage of YAML anchors within Ansible Playbooks. Live Grounding shows how leveraging native YAML references reduces duplication of complex task properties, module arguments, and shared configuration patterns across tasks. Pivotal optimization resource for automation engineers. - **(2020)** [**redhat.com: Understanding YAML for Ansible. Validating YAML files with YAMLlint 🌟**](https://www.redhat.com/en/blog/understanding-yaml-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight provides deep-dive patterns for writing production-grade YAML configurations customized for Red Hat Ansible automation. Live Grounding integrates standard syntax validation pipelines, demonstrating the use of yamllint within CI/CD pipelines to enforce style consistency and prevent runtime execution failures. + - [spacelift.io/blog/yaml](https://spacelift.io/blog/yaml) [ENTERPRISE-STABLE] β€” Curator Insight delivers a broad technical guide connecting basic YAML formatting rules directly to advanced DevOps tools. Live Grounding shows its practical utility in structuring pipelines, defining IaC policies, and working across Terraform, Ansible, and Kubernetes clusters. An exceptional unified guide. #### Standards - - **(2009)** [==yaml.org: Anchors and Aliases==](https://yaml.org/spec/1.2/spec.html#id2765878) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight points to the official YAML 1.2 specification explaining how pointers (anchors and aliases) work. Live Grounding validates that utilizing & and * tags prevents node duplication within massive data structures. Ideal reference for language parser developers. + - [yaml.org: Anchors and Aliases](https://yaml.org/spec/1.2/spec.html#id2765878) [ADVANCED LEVEL] [DOCUMENTATION] [DE FACTO STANDARD] β€” Curator Insight points to the official YAML 1.2 specification explaining how pointers (anchors and aliases) work. Live Grounding validates that utilizing & and * tags prevents node duplication within massive data structures. Ideal reference for language parser developers. #### Validation Utilities - **(2020)** [==yamllint.com: YAML Lint - The YAML Validator==](http://www.yamllint.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight introduces yamllint.com as the preeminent, straightforward browser utility for validating YAML payloads. Live Grounding confirms its status as a de facto standard helper used daily by developers globally to debug indentation and syntactical bugs. Crucial quick validation bookmark. #### YAML Foundations - **(2021)** [redhat.com: YAML for beginners](https://www.redhat.com/en/blog/yaml-beginners) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight outlines foundational YAML parsing structures and common formatting pitfalls for system administrators. Live Grounding emphasizes the extreme sensitivity of YAML to whitespace indentation and key-value naming patterns. An excellent starting point for software engineers pivoting to infrastructure-as-code. - - **(2021)** [linuxhandbook.com: YAML Basics Every DevOps Engineer Must Know 🌟](https://linuxhandbook.com/yaml-basics) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight details the core structural mechanics of YAML, specifically maps, lists, scalar types, and multi-line strings. Live Grounding explores standard DevOps implementations (such as Docker Compose and Kubernetes manifests) where these concepts dictate application configuration. Highly recommended introductory reference. - - **(2021)** [opensource.com: Make YAML as easy as it looks](https://opensource.com/article/21/9/yaml-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight acts as an advanced quick-reference cheat sheet for writing clean and readable YAML schemas. Live Grounding points out how understanding data types (like anchors, blocks, and sequence syntax) prevents common compilation bugs. Essential workspace cheat sheet. - - **(2021)** [w3schools.io: YAML - yaml vs yml file](https://www.w3schools.io/file/yaml-vs-yml) 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight clarifies the historical origins, technical details, and file extension choices of .yaml vs .yml. Live Grounding shows that while modern operating systems treat both extensions identically, maintaining file extension consistency across internal configuration repositories is key for pipeline parsing stability. -### Developer Experience (1) + - [linuxhandbook.com: YAML Basics Every DevOps Engineer Must Know 🌟](https://linuxhandbook.com/yaml-basics) [COMMUNITY-TOOL] β€” Curator Insight details the core structural mechanics of YAML, specifically maps, lists, scalar types, and multi-line strings. Live Grounding explores standard DevOps implementations (such as Docker Compose and Kubernetes manifests) where these concepts dictate application configuration. Highly recommended introductory reference. + - [opensource.com: Make YAML as easy as it looks](https://opensource.com/article/21/9/yaml-cheat-sheet) [COMMUNITY-TOOL] β€” Curator Insight acts as an advanced quick-reference cheat sheet for writing clean and readable YAML schemas. Live Grounding points out how understanding data types (like anchors, blocks, and sequence syntax) prevents common compilation bugs. Essential workspace cheat sheet. + - [w3schools.io: YAML - yaml vs yml file](https://www.w3schools.io/file/yaml-vs-yml) [COMMUNITY-TOOL] β€” Curator Insight clarifies the historical origins, technical details, and file extension choices of .yaml vs .yml. Live Grounding shows that while modern operating systems treat both extensions identically, maintaining file extension consistency across internal configuration repositories is key for pipeline parsing stability. +### Developer Tooling (1) #### CLI Utilities - - **(2022)** [jvns.ca: A list of new(ish) command line tools | Julia Evans](https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A highly curated technical index compiling modern CLI tools that replace classic utilities. Recommends Rust-based tools like fd, bat, and jaq to modernize development environments. -### Developer Tooling (1) - -#### CLI Utilities (1) - - - **(2020)** [==yq 🌟==](https://mikefarah.gitbook.io/yq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight presents yq as a lightweight, portable command-line YAML processor built in Go. Live Grounding verifies yq’s extensive support for evaluating paths, modifying values dynamically, and converting YAML to/from JSON or XML within CI/CD pipelines. A standard tool in any platform engineer's toolbox. - - **(2020)** [dev.to: yq : A command line tool that will help you handle your YAML resources better 🌟](https://dev.to/vikcodes/yq-a-command-line-tool-that-will-help-you-handle-your-yaml-resources-better-8j9) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight provides a practical guide on installing and utilizing yq for system automation. Live Grounding covers everyday command examples, including selective key extraction, array mutation, and nested property updates in Kubernetes manifests. A vital resource for learning CLI-driven manifest manipulation. - - **(2018)** [yh - YAML Highlighter](https://github.com/andreazorzetto/yh) ⭐ 429 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight introduces yh as a dedicated CLI syntax highlighter designed specifically for YAML output. Live Grounding verifies that unlike generic highlighters, yh recognizes YAML formatting quirks and integrates cleanly with pipelines using standard inputs. Excellent for readability when debugging massive Kubernetes manifests. + - [yq 🌟](https://mikefarah.gitbook.io/yq) [DE FACTO STANDARD] β€” Curator Insight presents yq as a lightweight, portable command-line YAML processor built in Go. Live Grounding verifies yq’s extensive support for evaluating paths, modifying values dynamically, and converting YAML to/from JSON or XML within CI/CD pipelines. A standard tool in any platform engineer's toolbox. + - [dev.to: yq : A command line tool that will help you handle your YAML resources' better 🌟](https://dev.to/vikcodes/yq-a-command-line-tool-that-will-help-you-handle-your-yaml-resources-better-8j9) [COMMUNITY-TOOL] β€” Curator Insight provides a practical guide on installing and utilizing yq for system automation. Live Grounding covers everyday command examples, including selective key extraction, array mutation, and nested property updates in Kubernetes manifests. A vital resource for learning CLI-driven manifest manipulation. + - [yh - YAML Highlighter](https://github.com/andreazorzetto/yh) ⭐ 429 [COMMUNITY-TOOL] β€” Curator Insight introduces yh as a dedicated CLI syntax highlighter designed specifically for YAML output. Live Grounding verifies that unlike generic highlighters, yh recognizes YAML formatting quirks and integrates cleanly with pipelines using standard inputs. Excellent for readability when debugging massive Kubernetes manifests. #### Kubernetes Manifests - - **(2018)** [**Kubectl output options 🌟**](https://gist.github.com/so0k/42313dbb3b547a0f51a547bb968696ba) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight compiles advanced kubectl output techniques using jsonpath, custom columns, and Go templates. Live Grounding validates that mastering these options allows operators to query, format, and filter complex Kubernetes API states directly on the command line. An indispensable cheat sheet for platform operations. + - [Kubectl output options 🌟](https://gist.github.com/so0k/42313dbb3b547a0f51a547bb968696ba) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight compiles advanced kubectl output techniques using jsonpath, custom columns, and Go templates. Live Grounding validates that mastering these options allows operators to query, format, and filter complex Kubernetes API states directly on the command line. An indispensable cheat sheet for platform operations. ### GitOps and Configuration #### Kubernetes Manifests (1) - - **(2021)** [**itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟**](https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight outlines advanced tips for writing clean, optimized, and dry Kubernetes manifest structures. Live Grounding emphasizes using YAML anchors, Kustomize overlays, and schema linting to scale Kubernetes operations safely. An exceptionally practical, production-honed reference guide. - - **(2020)** [**boxunix.com: A Better Way of Organizing Your Kubernetes Manifest Files 🌟**](https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manifest-files) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight provides architectural structures for dividing, tagging, and organizing massive collections of Kubernetes YAML manifests. Live Grounding analyzes standard patterns, comparing monolithic files against multi-directory structures managed by Kustomize and Helm. Offers crucial hygiene tips for scaling GitOps repositories. + - [boxunix.com: A Better Way of Organizing Your Kubernetes Manifest Files 🌟](https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manifest-files) [ENTERPRISE-STABLE] β€” Curator Insight provides architectural structures for dividing, tagging, and organizing massive collections of Kubernetes YAML manifests. Live Grounding analyzes standard patterns, comparing monolithic files against multi-directory structures managed by Kustomize and Helm. Offers crucial hygiene tips for scaling GitOps repositories. + - [itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟](https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81) [ENTERPRISE-STABLE] β€” Curator Insight outlines advanced tips for writing clean, optimized, and dry Kubernetes manifest structures. Live Grounding emphasizes using YAML anchors, Kustomize overlays, and schema linting to scale Kubernetes operations safely. An exceptionally practical, production-honed reference guide. ## Software Engineering ### Algorithms #### Parser Optimization - - **(2020)** [Building a high performance JSON parser](https://dave.cheney.net/high-performance-json.html) [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A deep technical analysis exploring performance tuning mechanics during JSON compilation inside Go. Targets heap allocation constraints, parsing loops, and stream processing techniques for microsecond serialization pipelines. + - [Building a high performance JSON parser](https://dave.cheney.net/high-performance-json.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A deep technical analysis exploring performance tuning mechanics during JSON compilation inside Go. Targets heap allocation constraints, parsing loops, and stream processing techniques for microsecond serialization pipelines. ### Go Libraries #### JSON Parsers - - **(2024)** [==buger/jsonparser==](https://github.com/buger/jsonparser) ⭐ 5624 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An ultra-performant, zero-allocation Go JSON parsing library that bypasses reflection and standard marshaling steps. Accesses deeply nested values directly from byte streams, outperforming standard library configurations by up to 10x. + - [buger/jsonparser](https://github.com/buger/jsonparser) ⭐ 5624 [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” An ultra-performant, zero-allocation Go JSON parsing library that bypasses reflection and standard marshaling steps. Accesses deeply nested values directly from byte streams, outperforming standard library configurations by up to 10x. ### JavaScript Development #### Data Manipulation - - **(2021)** [dev.to: Convert nested JSON to simple JSON in Javascript](https://dev.to/urstrulyvishwak/convert-nested-json-to-simple-json-in-javascript-4a34) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A focused code guide discussing programmatic flattening techniques for complex, nested JavaScript object trees. Essential for preparing nested JSON payloads for tabular rendering or analytical processing. + - [dev.to: Convert nested JSON to simple JSON in Javascript](https://dev.to/urstrulyvishwak/convert-nested-json-to-simple-json-in-javascript-4a34) [COMMUNITY-TOOL] [GUIDE] β€” A focused code guide discussing programmatic flattening techniques for complex, nested JavaScript object trees. Essential for preparing nested JSON payloads for tabular rendering or analytical processing. ### Python Development #### Configuration Parsing - - **(2022)** [**realpython.com: YAML: The Missing Battery in Python**](https://realpython.com/python-yaml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight provides a comprehensive tutorial on parsing and serializing YAML configurations within Python-based microservices. Live Grounding covers parsing libraries PyYAML and ruamel.yaml, stressing safety (e.g., using safe_load to avoid arbitrary code execution). Crucial reference for software engineers implementing dynamic configuration features. + - [realpython.com: YAML: The Missing Battery in Python](https://realpython.com/python-yaml) [ENTERPRISE-STABLE] β€” Curator Insight provides a comprehensive tutorial on parsing and serializing YAML configurations within Python-based microservices. Live Grounding covers parsing libraries PyYAML and ruamel.yaml, stressing safety (e.g., using safe_load to avoid arbitrary code execution). Crucial reference for software engineers implementing dynamic configuration features. #### JSON Optimization - - **(2021)** [dev.to: The JSON trick 25% of Python devs don't know about](https://dev.to/codereviewdoctor/the-json-trick-25-of-python-devs-dont-know-about-including-devs-at-microsoft-sentry-unicef-and-more-4h10) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A practical engineering post detailing high-efficiency compilation tricks for Python JSON libraries. Explores native decoders and alternative serialization paths to reduce processing bottlenecks in data-heavy pipelines. + - [dev.to: The JSON trick 25% of Python devs don't know about](https://dev.to/codereviewdoctor/the-json-trick-25-of-python-devs-dont-know-about-including-devs-at-microsoft-sentry-unicef-and-more-4h10) [COMMUNITY-TOOL] [GUIDE] β€” A practical engineering post detailing high-efficiency compilation tricks for Python JSON libraries. Explores native decoders and alternative serialization paths to reduce processing bottlenecks in data-heavy pipelines. #### Kubernetes Tooling - - **(2022)** [**itnext.io: Python, YAML, and Kubernetes β€” The Art of Mastering Configuration**](https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight explores using Python to programmatically generate and mutate Kubernetes manifest YAML files. Live Grounding verifies the patterns rely on Kubernetes client libraries, template engines like Jinja2, and custom parsing scripts. Facilitates the creation of high-level dynamic configuration controllers. + - [itnext.io: Python, YAML, and Kubernetes β€” The Art of Mastering Configuration](https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62) [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” Curator Insight explores using Python to programmatically generate and mutate Kubernetes manifest YAML files. Live Grounding verifies the patterns rely on Kubernetes client libraries, template engines like Jinja2, and custom parsing scripts. Facilitates the creation of high-level dynamic configuration controllers. #### Performance Engineering - - **(2021)** [pythonspeed.com: Processing large JSON files in Python without running out of memory](https://pythonspeed.com/articles/json-memory-streaming) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An outstanding technical exploration detailing memory-safe streaming of large-scale JSON files using Python. Offers actionable solutions to prevent system Out-of-Memory (OOM) failures when parsing gigabyte-scale data packets. + - [pythonspeed.com: Processing large JSON files in Python without running out' of memory](https://pythonspeed.com/articles/json-memory-streaming) [COMMUNITY-TOOL] [GUIDE] β€” An outstanding technical exploration detailing memory-safe streaming of large-scale JSON files using Python. Offers actionable solutions to prevent system Out-of-Memory (OOM) failures when parsing gigabyte-scale data packets. ### Quality Assurance #### API Validation - - **(2022)** [automationreinvented.blogspot.com: What is Json Schema and how to perform schema validation using Rest Assured?](https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to-perform.html) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” A detailed test automation walkthrough explaining JSON Schema validation with Rest Assured. Guides developers in implementing reliable regression pipelines to maintain robust system integrations. + - [automationreinvented.blogspot.com: What is Json Schema and how to perform' schema validation using Rest Assured?](https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to-perform.html) [COMMUNITY-TOOL] [GUIDE] β€” A detailed test automation walkthrough explaining JSON Schema validation with Rest Assured. Guides developers in implementing reliable regression pipelines to maintain robust system integrations. --- -πŸ’‘ **Explore Related:** [Databases](./databases.md) | [Message Queue](./message-queue.md) | [Newsql](./newsql.md) +πŸ’‘ **Explore Related:** [Newsql](./newsql.md) | [Crunchydata](./crunchydata.md) | [Databases](./databases.md) diff --git a/v2-mkdocs.yml b/v2-mkdocs.yml index b4e6f78a..8dce451d 100644 --- a/v2-mkdocs.yml +++ b/v2-mkdocs.yml @@ -99,6 +99,7 @@ nav: - "Ai Agents Mcp": ai-agents-mcp.md - "Ai": ai.md - "Chatgpt": chatgpt.md + - "Mlops": mlops.md - "Architectural Foundations": - "Cheatsheets": cheatsheets.md - "Cloud Arch Diagrams": cloud-arch-diagrams.md @@ -108,6 +109,7 @@ nav: - "Devops Tools": devops-tools.md - "Faq": faq.md - "Git": git.md + - "Grafana": grafana.md - "Helm": helm.md - "Introduction": introduction.md - "Kubernetes Tools": kubernetes-tools.md @@ -117,22 +119,35 @@ nav: - "Matrix Table": matrix-table.md - "Mkdocs": mkdocs.md - "Monitoring": monitoring.md + - "Other Awesome Lists": other-awesome-lists.md - "Prometheus": prometheus.md - "Career & Industry": + - "Appointment Scheduling": appointment-scheduling.md + - "Digital Money": digital-money.md - "Elearning": elearning.md - "Finops": finops.md - "Freelancing": freelancing.md + - "Hr": hr.md - "Interview Questions": interview-questions.md + - "Newsfeeds": newsfeeds.md - "Recruitment": recruitment.md + - "Remote Tech Jobs": remote-tech-jobs.md + - "Workfromhome": workfromhome.md - "Cloud Providers (Hyperscalers)": - "Googlecloudplatform": GoogleCloudPlatform.md - "Aws Architecture": aws-architecture.md + - "Aws Backup": aws-backup.md - "Aws Containers": aws-containers.md + - "Aws Data": aws-data.md - "Aws Databases": aws-databases.md - "Aws Devops": aws-devops.md - "Aws Iac": aws-iac.md + - "Aws Messaging": aws-messaging.md - "Aws Miscellaneous": aws-miscellaneous.md + - "Aws Monitoring": aws-monitoring.md + - "Aws Networking": aws-networking.md - "Aws Newfeatures": aws-newfeatures.md + - "Aws Pricing": aws-pricing.md - "Aws Security": aws-security.md - "Aws Serverless": aws-serverless.md - "Aws Spain": aws-spain.md @@ -142,18 +157,27 @@ nav: - "Aws": aws.md - "Azure": azure.md - "Digitalocean": digitalocean.md + - "Edge Computing": edge-computing.md + - "Ibm_Cloud": ibm_cloud.md - "Managed Kubernetes In Public Cloud": managed-kubernetes-in-public-cloud.md - "Oraclecloud": oraclecloud.md - "Private Cloud Solutions": private-cloud-solutions.md + - "Public Cloud Solutions": public-cloud-solutions.md - "Data & Advanced Analytics": + - "Crunchydata": crunchydata.md - "Databases": databases.md - "Message Queue": message-queue.md - "Newsql": newsql.md + - "Nosql": nosql.md - "Yaml": yaml.md - "Developer Ecosystem": + - "Chromedevtools": ChromeDevTools.md + - "Angular": angular.md - "Api": api.md - "Devel Sites": devel-sites.md + - "Dom": dom.md - "Dotnet": dotnet.md + - "Embedded Servlet Containers": embedded-servlet-containers.md - "Golang": golang.md - "Java And Java Performance Optimization": java-and-java-performance-optimization.md - "Java_App_Servers": java_app_servers.md @@ -162,22 +186,29 @@ nav: - "Linux Dev Env": linux-dev-env.md - "Lowcode Nocode": lowcode-nocode.md - "Maven Gradle": maven-gradle.md + - "Postman": postman.md - "Python": python.md - "React": react.md + - "Swagger Code Generator For Rest Apis": swagger-code-generator-for-rest-apis.md - "Visual Studio": visual-studio.md + - "Web3": web3.md - "Engineering Pipeline": - "Argo": argo.md - "Cicd Kubernetes Plugins": cicd-kubernetes-plugins.md - "Cicd": cicd.md + - "Flux": flux.md - "Gitops": gitops.md - "Jenkins Alternatives": jenkins-alternatives.md - "Jenkins": jenkins.md + - "Keptn": keptn.md - "Openshift Pipelines": openshift-pipelines.md - "Registries": registries.md - "Sonarqube": sonarqube.md + - "Stackstorm": stackstorm.md - "Tekton": tekton.md - "Hardened Infrastructure": - "Ansible": ansible.md + - "Chef": chef.md - "Crossplane": crossplane.md - "Devsecops": devsecops.md - "Iac": iac.md @@ -190,6 +221,7 @@ nav: - "Terraform": terraform.md - "Networking & Service Mesh": - "Caching": caching.md + - "Cloudflare": cloudflare.md - "Istio": istio.md - "Kubernetes Networking": kubernetes-networking.md - "Networking": networking.md @@ -201,14 +233,18 @@ nav: - "Devops": devops.md - "Performance Testing With Jenkins And Jmeter": performance-testing-with-jenkins-and-jmeter.md - "Project Management Methodology": project-management-methodology.md + - "Project Management Tools": project-management-tools.md - "Qa": qa.md - "Scaffolding": scaffolding.md - "Sre": sre.md + - "Test Automation Frameworks": test-automation-frameworks.md + - "Testops": testops.md - "The Container Stack": - "Container Managers": container-managers.md - "Docker": docker.md - "Kubectl Commands": kubectl-commands.md - "Kubernetes Alternatives": kubernetes-alternatives.md + - "Kubernetes Autoscaling": kubernetes-autoscaling.md - "Kubernetes Backup Migrations": kubernetes-backup-migrations.md - "Kubernetes Based Devel": kubernetes-based-devel.md - "Kubernetes Bigdata": kubernetes-bigdata.md @@ -216,7 +252,12 @@ nav: - "Kubernetes Monitoring": kubernetes-monitoring.md - "Kubernetes On Premise": kubernetes-on-premise.md - "Kubernetes Operators Controllers": kubernetes-operators-controllers.md + - "Kubernetes Releases": kubernetes-releases.md + - "Kubernetes Storage": kubernetes-storage.md - "Kubernetes Troubleshooting": kubernetes-troubleshooting.md + - "Noops": noops.md + - "Ocp3": ocp3.md - "Ocp4": ocp4.md - "Openshift": openshift.md + - "Rancher": rancher.md - "Serverless": serverless.md \ No newline at end of file